{ "cells": [ { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import requests\n", "from scipy.stats import norm, chi2, genpareto\n", "import matplotlib.pyplot as plt\n", "from arch import arch_model\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
dateclose
02004-05-248.86
12004-05-258.78
22004-05-268.91
32004-05-279.02
42004-05-288.93
.........
5412023-03-2720.32
5422023-03-2820.18
5432023-03-2920.72
5442023-03-3021.22
5452023-03-3121.25
\n", "

4749 rows × 2 columns

\n", "
" ], "text/plain": [ " date close\n", "0 2004-05-24 8.86\n", "1 2004-05-25 8.78\n", "2 2004-05-26 8.91\n", "3 2004-05-27 9.02\n", "4 2004-05-28 8.93\n", ".. ... ...\n", "541 2023-03-27 20.32\n", "542 2023-03-28 20.18\n", "543 2023-03-29 20.72\n", "544 2023-03-30 21.22\n", "545 2023-03-31 21.25\n", "\n", "[4749 rows x 2 columns]" ] }, "execution_count": 52, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# import os\n", "# root='./data/'\n", "# file_name = os.listdir(root)\n", "# print(file_name)\n", "# stock = pd.DataFrame()\n", "# for i in file_name: # 将文件夹数据整合成一个大的DataFrame\n", "# tmp_df = pd.read_excel(root+i)\n", "# stock = pd.concat([stock,tmp_df])\n", "# stock.columns=[['date','close']]\n", "# stock.dropna(inplace=True)\n", "# stock['date']=pd.to_datetime(stock['date'])\n", "stock = pd.read_excel('1.xlsx')\n", "for i in range(3):\n", " filename=str(i+2)+'.xlsx'\n", " tmp=pd.read_excel(filename)\n", " stock=pd.concat([stock,tmp])\n", "stock" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
dateclose
02004-05-248.86
12004-05-258.78
22004-05-268.91
32004-05-279.02
42004-05-288.93
.........
5412023-03-2720.32
5422023-03-2820.18
5432023-03-2920.72
5442023-03-3021.22
5452023-03-3121.25
\n", "

4749 rows × 2 columns

\n", "
" ], "text/plain": [ " date close\n", "0 2004-05-24 8.86\n", "1 2004-05-25 8.78\n", "2 2004-05-26 8.91\n", "3 2004-05-27 9.02\n", "4 2004-05-28 8.93\n", ".. ... ...\n", "541 2023-03-27 20.32\n", "542 2023-03-28 20.18\n", "543 2023-03-29 20.72\n", "544 2023-03-30 21.22\n", "545 2023-03-31 21.25\n", "\n", "[4749 rows x 2 columns]" ] }, "execution_count": 53, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stock['date']=pd.to_datetime(stock['date'],format='%Y-%m-%d')\n", "stock" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
dateclosedret1
02004-05-248.86NaN
12004-05-258.78-0.009070
22004-05-268.910.014698
32004-05-279.020.012270
42004-05-288.93-0.010028
............
5412023-03-2720.32-0.022385
5422023-03-2820.18-0.006914
5432023-03-2920.720.026407
5442023-03-3021.220.023845
5452023-03-3121.250.001413
\n", "

4749 rows × 3 columns

\n", "
" ], "text/plain": [ " date close dret1\n", "0 2004-05-24 8.86 NaN\n", "1 2004-05-25 8.78 -0.009070\n", "2 2004-05-26 8.91 0.014698\n", "3 2004-05-27 9.02 0.012270\n", "4 2004-05-28 8.93 -0.010028\n", ".. ... ... ...\n", "541 2023-03-27 20.32 -0.022385\n", "542 2023-03-28 20.18 -0.006914\n", "543 2023-03-29 20.72 0.026407\n", "544 2023-03-30 21.22 0.023845\n", "545 2023-03-31 21.25 0.001413\n", "\n", "[4749 rows x 3 columns]" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data=stock\n", "data['dret1']=np.log(data['close'])-np.log(data['close'].shift(periods=1))\n", "data\n", "\n" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
dateclosedret1
12004-05-258.78-0.009070
22004-05-268.910.014698
32004-05-279.020.012270
42004-05-288.93-0.010028
52004-05-318.950.002237
............
5412023-03-2720.32-0.022385
5422023-03-2820.18-0.006914
5432023-03-2920.720.026407
5442023-03-3021.220.023845
5452023-03-3121.250.001413
\n", "

4217 rows × 3 columns

\n", "
" ], "text/plain": [ " date close dret1\n", "1 2004-05-25 8.78 -0.009070\n", "2 2004-05-26 8.91 0.014698\n", "3 2004-05-27 9.02 0.012270\n", "4 2004-05-28 8.93 -0.010028\n", "5 2004-05-31 8.95 0.002237\n", ".. ... ... ...\n", "541 2023-03-27 20.32 -0.022385\n", "542 2023-03-28 20.18 -0.006914\n", "543 2023-03-29 20.72 0.026407\n", "544 2023-03-30 21.22 0.023845\n", "545 2023-03-31 21.25 0.001413\n", "\n", "[4217 rows x 3 columns]" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.dropna(inplace=True)\n", "data" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [], "source": [ "# 开始计算 ES 值\n", "'''\n", "输入:\n", " a:每日收益率\n", " x:置信度\n", "输出:\n", " ES\n", "'''\n", "def ES_Daily(a,x):\n", " VaR=np.percentile(a,(1-x)*100)\n", " ES=a[a<=VaR].mean()\n", " return ES\n", "#print('99%置信水平下的ES为{:.2f}'.format(\\\n", "#ES_daily(df1.rev_rate,0.99)))" ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "array([, -1.210484932498875, -1.210484932498875,\n", " ..., -1.6643348589734597, -1.6643348589734597, -1.6643348589734597],\n", " dtype=object)" ] }, "execution_count": 63, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\n", "CVaR_RM=np.ndarray\n", "ind=data['dret1']>=-0.1\n", "tmp = data[data['date'] >= pd.to_datetime('2014-01-01', format='%Y-%m-%d')]\n", "tmp=tmp[tmp['dret1']>=-0.1]\n", "tmp=tmp[tmp['dret1']<=0.1]\n", "tmp\n", "r=tmp[tmp['date'] >= pd.to_datetime('2014-01-01', format='%Y-%m-%d')]['dret1'].values*100\n", "plt.plot(r)\n", "plt.show()\n", "l = np.fix(len(r)/3).astype(int)\n", "VaR_RM = np.zeros(len(r))\n", "qalpha = norm.ppf(0.05)\n", "for i in range(l, len(r)):\n", " mhat, shat = norm.fit(r[i-50:i])\n", " VaR_RM[i] = -(mhat + qalpha*shat)\n", " CVaR_RM=np.append(CVaR_RM,ES_Daily(r[i-50:i],0.95))\n", "plt.plot(r)\n", "plt.plot(VaR_RM*-1)\n", "plt.title('RiskMetrix')\n", "plt.savefig('riskmetrics.jpg')\n", "plt.show()\n", "CVaR_RM" ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([-1.210484932498875, -1.210484932498875, -1.210484932498875, ...,\n", " -1.6643348589734597, -1.6643348589734597, -1.6643348589734597],\n", " dtype=object)" ] }, "execution_count": 64, "metadata": {}, "output_type": "execute_result" } ], "source": [ "CVaR_RM=CVaR_RM[1:]\n", "CVaR_RM" ] }, { "cell_type": "code", "execution_count": 65, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration: 1, Func. Count: 9, Neg. LLF: 4264.819204748153\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 31910517259.674194\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1845.05378035389\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 4683.682167541429\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1484.5091331784624\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1241.9249128843894\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1214.7106321519886\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1223.5555550521506\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1210.7052333076556\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1208.823309511981\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1208.7585189245979\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1208.7526425885753\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1208.7525376251183\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1208.7525305714078\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1208.7525301815535\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1208.7525301815535\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4362.133483521557\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 19863181355.57412\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1498.547925272255\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 4661.387729077143\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1692.1159768416287\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1226.5851971537013\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1217.596324348828\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1216.3469670778934\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1209.7473136266904\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1209.6669220166473\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1209.6658510037814\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1209.6656095767057\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1209.665548039406\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1209.6655432077391\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1209.6655432077323\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1209.6655432077391\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4395.551786750881\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 20222624598.18864\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1463.2652005656619\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1938.3274354061632\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 6875.34234192435\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1227.936800548334\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1212.9445744936775\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1218.2969941321344\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1211.041473523078\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1211.0296361194362\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1211.0256995832833\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1211.0254010857225\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1211.0252306821578\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1211.0252239329693\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1211.0252239336107\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1211.0252239329693\n", " Iterations: 15\n", " Function evaluations: 136\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4512.485183343552\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 9589000116.854414\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1596.8537603862576\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 4924.058634434392\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1406.008011232681\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1263.0512771541134\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1213.0495271717364\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1257.811302517493\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1212.0274840838338\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1211.9606643268478\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1211.9431953562287\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1211.9427204063804\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1211.9418288703764\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1211.9415790982282\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1211.941565596942\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1211.9415655975174\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1211.941565596942\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4893.47118011575\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3538339518.9457207\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2115.719760804834\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 4068.919831758303\n", "Iteration: 5, Func. Count: 50, Neg. LLF: 1377.3656406434138\n", "Iteration: 6, Func. Count: 60, Neg. LLF: 1217.11524197532\n", "Iteration: 7, Func. Count: 69, Neg. LLF: 1242.5591597184741\n", "Iteration: 8, Func. Count: 78, Neg. LLF: 1214.2329142462831\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1212.9407739218314\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1212.8238916143646\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1212.8226437884987\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 1212.822384399537\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 1212.8222960316043\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1212.8222932559413\n", "Iteration: 15, Func. Count: 135, Neg. LLF: 1212.8222932557364\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1212.8222932559413\n", " Iterations: 15\n", " Function evaluations: 135\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4616.726603728264\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3027760015.6327314\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1725.6838457280512\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 4801.678669609451\n", "Iteration: 5, Func. Count: 50, Neg. LLF: 1375.6296368994479\n", "Iteration: 6, Func. Count: 60, Neg. LLF: 1219.1823648041247\n", "Iteration: 7, Func. Count: 69, Neg. LLF: 1240.9179216991424\n", "Iteration: 8, Func. Count: 78, Neg. LLF: 1218.2883978159439\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1214.1092339714305\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1214.009390563054\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1213.9958058403247\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1213.9951205536331\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1213.995026612081\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1213.994989124334\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1213.9949886524228\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1213.9949886524228\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6103.753603577788\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 580127472.1033463\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 2038.6493115317926\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 4563.234250021443\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1341.816185887571\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1218.5274688753966\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1223.3191143501635\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1214.871219542259\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1214.8438552511334\n", "Iteration: 10, Func. Count: 95, Neg. LLF: 1214.8417609111827\n", "Iteration: 11, Func. Count: 103, Neg. LLF: 1214.8402418391513\n", "Iteration: 12, Func. Count: 111, Neg. LLF: 1214.8401831674826\n", "Iteration: 13, Func. Count: 119, Neg. LLF: 1214.8401797712036\n", "Iteration: 14, Func. Count: 126, Neg. LLF: 1214.8401797709807\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1214.8401797712036\n", " Iterations: 14\n", " Function evaluations: 126\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5807.396458746594\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 544712593.0473869\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1933.9719204507687\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 4783.403625483847\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1342.6575109381538\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1219.2978779895807\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1220.454402529491\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1215.8924944878115\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1215.8347170219513\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1215.8254182641726\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1215.82487810889\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 1215.8248268648072\n", "Iteration: 13, Func. Count: 119, Neg. LLF: 1215.824826863995\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1215.8248268648072\n", " Iterations: 13\n", " Function evaluations: 119\n", " Gradient evaluations: 13\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 455428056362.41675\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2155.454058106026\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1704.6183781573613\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 7543.554949011514\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1384.4073359967392\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1239.554577698112\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1221.0582220941512\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1216.9760517892178\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1216.6608075550253\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1216.6371716352683\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1216.6366784960933\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1216.6366390776188\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1216.6366338362595\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1216.636633836678\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1216.6366338362595\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 460218813597.53265\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1807.6775988012164\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1748.570897360276\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 7719.381299556158\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1384.8900313426757\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1240.5536605580803\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1221.6982095087133\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1217.8594047604179\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1217.439380216715\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1217.4191967820548\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1217.4177827448384\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1217.4176671317905\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1217.4176540061555\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1217.4176530881573\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1217.4176530881573\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 457880207309.5986\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1560.8021759205947\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1870.455482071124\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 7593.246312315046\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1381.7951972455644\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1228.2813104692063\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1225.738786423777\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1244.4665740023463\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1218.409584330735\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1218.3631947605581\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1218.3626342963316\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1218.3625555735694\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1218.3625515685076\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1218.3625515691572\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1218.3625515685076\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 455717899901.7854\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1358826.4409584047\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1505.4515055491067\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 6252.827600829247\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1419.4543904015418\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1252.4164635214881\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1221.7887727108628\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1238.0109834520822\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1219.2611633766828\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1219.254746952629\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1219.2526795327833\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1219.2526051460163\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1219.2526042896088\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1219.2526042896088\n", " Iterations: 13\n", " Function evaluations: 122\n", " Gradient evaluations: 13\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 452768369910.4471\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 100196.59219087937\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1403.294168072453\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 7531.67297757505\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1418.558651728338\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1259.8039692043785\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1222.712396045032\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1220.1425180941326\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1220.1420870566312\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1220.133472574162\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1220.131978847277\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1220.1319654521012\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1220.131964392799\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1220.1319643926558\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1220.131964392799\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 451621483562.3616\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 78198.39742284485\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1356.816049308963\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 5408.636746720327\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1418.5295795086922\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1236.7533373218898\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1224.1593990004421\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1220.956852756708\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1220.9382537712638\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1220.9181866763874\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1220.9108581340238\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1220.9101074152195\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1220.9100481498012\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1220.9100470100334\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1220.9100470099481\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1220.9100470100334\n", " Iterations: 15\n", " Function evaluations: 136\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4334.706545950761\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75593829458.02655\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1490.9909015854423\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 18131.650320860805\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1549.133078516215\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1232.870161458721\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1233.2212680345158\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1238.7324846480124\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 1227.094745111614\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 1227.064671165985\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1227.0638161257573\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1227.0637916319838\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1227.0637859480908\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1227.063785947919\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1227.0637859480908\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4109.426446730996\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 65079893832.00539\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2333.515102580952\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3689.7608582237676\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1411.8029375208155\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1235.3223145964384\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1232.458041102464\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1238.255470551424\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1228.3073995194325\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1228.2690620208052\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1228.2686459107717\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1228.268633481433\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1228.268630162972\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1228.2686301630356\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1228.268630162972\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4112.301945406853\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76143589849.08958\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2299.5806462311275\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3692.401252787731\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1414.0430765797162\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1231.4643663620973\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1767.3010187159882\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1235.4246101838562\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1229.3416547654342\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1229.3393951543858\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1229.3389687511271\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1229.3389452502208\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1229.3389437727255\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1229.3389437726632\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1229.3389437727255\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4097.196298156401\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 39925112111.41975\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2505.6323941167557\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3698.465242941645\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1416.4221801502417\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1232.8192912480904\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1560.9209199490208\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1235.6866438330208\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1230.344550513158\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1230.3436918772368\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1230.3434225100568\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1230.3434075542668\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1230.3434070501037\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1230.3434070501037\n", " Iterations: 13\n", " Function evaluations: 121\n", " Gradient evaluations: 13\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4128.085644497458\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 63951510416.60574\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2427.050139410786\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3712.5319292394115\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1426.4124290935488\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1233.4106112810573\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1238.9728957956181\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1253.9783008765908\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1231.370912613365\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1231.3695884734443\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1231.3692272322498\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1231.3692054506416\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1231.369203612102\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1231.3692036121988\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1231.369203612102\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4191.541174291172\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 49902833368.32347\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2200.45523475401\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3795.018100922668\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1439.8492322489815\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1234.5975241668812\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1234.9617943731755\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1242.2173526260726\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1232.3978786765747\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1232.3968882049521\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1232.3965711992205\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1232.3965469198429\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 1232.3965469188302\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1232.3965469198429\n", " Iterations: 13\n", " Function evaluations: 120\n", " Gradient evaluations: 13\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4256.23506231587\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 52684434164.19852\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1853.604100546677\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4738.96200666269\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1437.6800773349942\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1239.5420737266718\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1237.758653325716\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1234.1598726002921\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1233.786077546793\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1233.7789376337673\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1233.7784286839876\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1233.7782908980435\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1233.7782617338353\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1233.7782598535314\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1233.7782598534673\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1233.7782598535314\n", " Iterations: 15\n", " Function evaluations: 136\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4392.718074400153\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 40472237021.52784\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1588.5884104002935\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 4065.0758030671923\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1571.179936367345\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1303.1276033923752\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1251.1230959355717\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1248.0045248671127\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1235.00487132136\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1234.8555917807394\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1234.8355398994654\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1234.8330299682475\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1234.831714323476\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1234.8316114553804\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1234.8316052615278\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1234.831605260349\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1234.8316052615278\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4307.544207993246\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 40733274221.29352\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 2081.5965157316928\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 4186.823446999488\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1553.4640066387087\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1328.4387796905576\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1247.5621811941921\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1242.4966862618348\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1241.1532106996951\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1236.1798898743937\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1236.1313651074695\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1236.1230315490402\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1236.1202359354193\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1236.119830443622\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1236.1198156019677\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1236.1198146335018\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1236.1198146335018\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4408.26402638488\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57761135039.86923\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1563.4106111329634\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3977.099437687271\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1501.8219790043893\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1241.7227514218039\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1276.4270682072668\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1239.1467523064139\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1238.9732065161\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1238.9358088534607\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1238.9355392474567\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1238.9355369733717\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1238.9355363546001\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1238.9355363546001\n", " Iterations: 13\n", " Function evaluations: 122\n", " Gradient evaluations: 13\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4539.1135816018705\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 39295503762.56351\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1526.2791473940529\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 7567.031707876364\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1709.858163653842\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1258.0075354105147\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1241.1485285332078\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1270.1067600831375\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1240.1093607058106\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1240.0544192475177\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1240.0525537522951\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1240.0520033651592\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1240.0519278007669\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1240.0519237044134\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1240.051923703969\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1240.0519237044134\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4576.209414202039\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 21073065613.42486\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1553.3137611563857\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4700.3987885048655\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1757.2757830578864\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1245.1017353257566\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1242.534148503346\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1241.5563724231135\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1241.143725544051\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1241.0926250396378\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1241.09163173951\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1241.091484693026\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1241.0914783589374\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1241.0914750777004\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1241.0914750776085\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1241.0914750777004\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4601.882185620415\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 36661838434.56081\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1537.4107730077287\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 5897.237156939046\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1768.303851822965\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1248.0490919884453\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1243.3129380597072\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1246.3858213799563\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1242.3668976700933\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1242.3232029339674\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1242.3212178067606\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1242.3207437532637\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1242.3206900685486\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1242.3206824323706\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1242.32068243225\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1242.3206824323706\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4586.376673769768\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 43371715350.365715\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1517.232432543466\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10868.306442806963\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1719.8380197609295\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1246.1757601272475\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1245.2241803263662\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1248.1763564241319\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1243.5216707166383\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1243.514305264869\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1243.5141033717846\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1243.514034602788\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1243.5140249038673\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1243.5140234739492\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1243.5140234739788\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1243.5140234739492\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4647.3815637270645\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 67197471947.08496\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1639.0713076289028\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4187.020984399627\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1479.6171460838364\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1247.3106999101003\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1279.2593112466493\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1244.817808116814\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1244.9341754347797\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1244.6388459527484\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1244.6379363729598\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1244.6377923663981\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1244.6377705493342\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1244.6377700291976\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1244.6377700291976\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4639.910964660416\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 39059868254.51597\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1987.034805497568\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 5136.686741019859\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1440.556760291324\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1668.527256128958\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1249.1459965336137\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1268.5752343827573\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1246.8011173037055\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1246.7995301886938\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1246.798761959977\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1246.7985472953796\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1246.7985338137103\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1246.7985331420302\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1246.7985331420302\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4645.443243655713\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72312738498.89624\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4172.52734317663\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2163.8006360647996\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1438.4642203728401\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1722.3343923981079\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1251.6972342511017\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1291.4989247205544\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1249.2259189667777\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1249.2251180621165\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1249.2245800371193\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1249.2245405268247\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1249.2245390834316\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1249.2245390834412\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1249.2245390834316\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4631.16488759543\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 43389320756.141235\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2228.5212106170247\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3710.842654356608\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1440.8994876589445\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1677.885344444651\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1253.0639152651422\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1287.1887760782306\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1250.592969020775\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1250.59166465396\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1250.5905832822386\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1250.5905635203883\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1250.5905535884394\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1250.5905535877232\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1250.5905535884394\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4632.409365228979\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74509547312.39572\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2028.1521944993547\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4768.733503555749\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1440.9423176957876\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1656.441250268449\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1254.5897981743142\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1274.044810956725\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1252.0673338873232\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1252.065988195307\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1252.0648794032754\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1252.064816698439\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1252.0648152623676\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1252.0648152623035\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1252.0648152623676\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4644.553327038839\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74125850789.93562\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1615.346546199852\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3414.589810129694\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1643.1835692548666\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1264.6283206610642\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1253.8543463421588\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1253.7929702575975\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1253.4335938397828\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1253.3524099488186\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1253.3497713488573\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1253.3494212126136\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1253.3492991076996\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1253.3492907049185\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1253.349290704649\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1253.3492907049185\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4646.667568321683\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 66267997153.83061\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1657.6150907057518\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3465.125475584293\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1547.8295282877325\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1256.9372698549803\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1356.3070584902434\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1254.434455828311\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1254.45477011428\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1254.4103134566085\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1254.4101325346883\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1254.4101301950725\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1254.4101301948824\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1254.4101301950725\n", " Iterations: 13\n", " Function evaluations: 121\n", " Gradient evaluations: 13\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4657.570111527024\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 65763500023.06712\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1591.0704758650754\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4330.876611725227\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1748.424714791539\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1262.1835147897264\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1256.4211509804059\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1255.9124932961422\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1255.6049495591442\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1255.5672210167138\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1255.5662967643652\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1255.566037813915\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1255.5660284496853\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1255.5660260279465\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1255.566026028024\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1255.5660260279465\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4662.458628725895\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73987385365.47014\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1625.5693697262097\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3356.4802290585444\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1635.976090730092\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1259.9471805260691\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1261.5918437283601\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1256.7817948828545\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1256.5687910205647\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1256.5616798762976\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1256.5613570501805\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1256.5613398292248\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1256.5613378576463\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1256.5613378575658\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1256.5613378576463\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4643.944073788463\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 40298512006.82835\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1670.667716372214\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3100.1170484928725\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1584.8630865302925\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1275.5018929006515\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1259.6509825615117\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1259.5501455831525\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1259.2603836064186\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1259.1653008407413\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1259.1625074328656\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1259.1622111236732\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1259.162123439657\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1259.1621165148213\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1259.1621165142617\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1259.1621165148213\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4643.869859988012\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73561553979.15964\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1845.8866098529477\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4205.191197412704\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1451.818911736876\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1273.4244911259632\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1263.7450853277983\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1270.4330918677347\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1260.246607069681\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1260.2425824794523\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1260.2423454530863\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1260.2423063660474\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1260.2422990738096\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1260.2422983482902\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1260.2422983482902\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4646.149709079524\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 66448985682.84808\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2026.3394245512384\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 5177.835882097871\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1451.7219735282795\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1666.7007425100162\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1264.144331459349\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1275.9813207866478\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1261.6645968485034\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1261.6631151946667\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1261.6624003780357\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1261.6622340858848\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1261.6622318811214\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1261.6622318812244\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1261.6622318811214\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4688.747852620955\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 79311187604.03824\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3141.669955580757\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2679.2314809030804\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1452.6016958017017\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1702.168633283035\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1266.3509115292272\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1300.0229839846058\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1263.887236159359\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1263.8853013285402\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1263.8839342995448\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1263.883845043577\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1263.8838392928483\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1263.8838384702653\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1263.8838384702653\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4826.892998788948\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 79372912353.85898\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4722.89099316458\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2019.4998519133208\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1452.5752253240257\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1723.2218670200593\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1268.285029555784\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1307.6357381177436\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1265.7753761722643\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1265.773996270458\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1265.7730067014886\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1265.7728987532419\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1265.7728974903084\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1265.772897490831\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1265.7728974903084\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4879.059673910606\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 40741410680.93945\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4985.607036012154\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 1993.3423041501321\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1454.53054494666\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1720.8279446918616\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1269.409797946254\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1306.119550524375\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1266.8958411570402\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1266.8945507149242\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1266.893902015594\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1266.8937453795506\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1266.8937408619413\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1266.8937403074779\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1266.8937403074779\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4734.1667428097135\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 69259745027.32114\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1549.0830710392227\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11347.753345705158\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1563.47875773251\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1275.4576599631441\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1276.7701887642738\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1336.08311062246\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1271.3962376478053\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1271.2882036402652\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1271.2874779181532\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1271.287420092255\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1271.2874157387578\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1271.2874152587733\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1271.2874152587733\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4741.33018758588\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 46751675899.39986\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1712.0421135662123\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3402.653712124827\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1507.9882583569913\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1289.1150736737302\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1279.7613839452263\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1274.0257591598288\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1272.807435737399\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1272.6449814001667\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1272.6298431670355\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1272.6276534196702\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1272.627646163899\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1272.6276455588982\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1272.6276455588982\n", " Iterations: 14\n", " Function evaluations: 132\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4756.601479775261\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 69187150673.57976\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1755.7996729955416\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3386.071000910181\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1492.4738906286616\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1290.4267489414522\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1278.3769347423854\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1277.0690915295854\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1274.1356370414528\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1273.9473708684518\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1273.920577797905\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1273.9202532761565\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1273.9202180902655\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1273.9202120255961\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1273.920212024938\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1273.9202120255961\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4775.611511333309\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 69169662618.51164\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1866.3675466689708\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3475.520317942357\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1471.4918984654287\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1282.9523177646136\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1280.967194187771\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1276.2226407027254\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1285.5051928824687\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1275.3155332160802\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1275.2977979332911\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1275.2974874420095\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1275.2974586206615\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1275.2974555462697\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1275.2974555459907\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1275.2974555462697\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4790.966830057959\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 23544157578.2396\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1828.276722153319\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2904.4208820073154\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1506.4580664576338\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1292.729023724749\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1284.9761517218017\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1277.0110419164916\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1276.6384014888517\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1276.5177702549759\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1276.508263787169\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1276.5074067043752\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1276.5073856256618\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1276.5073856253312\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1276.5073856256618\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4809.199097157859\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 69063357616.0988\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1795.8323571030319\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2698.6863572705656\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1532.5544106739028\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1293.9509451947856\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1314.434589563471\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1278.223312663816\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1277.8990157654239\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1277.8580107682806\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1277.8583276936815\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1277.8555246391506\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1277.855405337782\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1277.8554010276184\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1277.8554010276816\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1277.8554010276184\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4835.7222702338095\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 68626440807.96199\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1932.9955074177103\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2650.323731813249\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1510.9299675359498\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1295.1152714434834\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1286.5205109293775\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1279.3071937992167\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1279.0996886734818\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1279.0003582648774\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1278.988607660541\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1278.9877182462194\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1278.9876915070008\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1278.9876891206188\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1278.9876891207791\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1278.9876891206188\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4837.179063971587\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 68677044345.154755\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1715.1483038879362\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3056.4936595666795\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1295.0020466502033\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1311.858686757957\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1281.8489109531986\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1283.1903795835942\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1280.4573684326988\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1280.4357855463988\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1280.431819238711\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1280.4314189062975\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1280.4314007509042\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1280.431400226975\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1280.431400226975\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4784.418978700428\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70234194162.6672\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1556.6984210827409\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 1606.1214621793333\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 7183.970052350456\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1548.3960842618133\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1285.1629088433738\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1330.5586291073153\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1282.7176453542527\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1282.7106229807123\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1282.7068555576539\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1282.705981770121\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1282.70592634687\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1282.70592174973\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1282.7059217496426\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1282.70592174973\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4777.399528054202\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 36599603607.967285\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1747.8107425536077\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3030.8744676526194\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1503.248760902883\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1300.6017812310965\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1315.1714380356261\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1285.0996180928375\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1284.410731683145\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1284.4024072119548\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1284.3932575032163\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1284.3857461543316\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1284.3854514701009\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1284.3853818023829\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1284.3853798843297\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1284.3853798848454\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1284.3853798843297\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4787.149372301958\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 33122367979.67724\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1708.1871039938926\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2524.4210293772476\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1297.1345937946849\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1308.4316940925196\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1287.8825625898803\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1296.4845957225575\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1285.5519892572397\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1285.5399137591864\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1285.5382518069023\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1285.538014493577\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1285.538010142013\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1285.5380096673255\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1285.5380096673255\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4794.478657372405\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70893648641.04541\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1698.0722199207512\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2421.890771454512\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1306.998722453866\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1302.6909858287293\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1304.316599725734\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1294.0488804314577\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1286.916806188288\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1286.8488874784953\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1286.8470580716034\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1286.8469860411026\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1286.8469799539334\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1286.846979589986\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1286.846979589986\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4805.325780208587\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70820464628.34586\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1908.1998593852734\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2442.5016630717664\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1295.7099268382328\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1308.9064710119792\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1289.7574312703905\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1289.590489119792\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1288.213977714061\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1288.1827145805094\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1288.1781140107837\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1288.1778357388087\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1288.1778282525113\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1288.1778267643135\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1288.1778267642828\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1288.1778267643135\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4801.229880259283\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72288811780.8883\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2020.5672219626147\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2466.366231804574\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1481.892891046559\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1326.9414043591887\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1293.2225884134032\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1291.6863836560526\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1290.5423199787376\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1290.5362018368007\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1290.532826710225\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1290.5326695558538\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1290.5326618670676\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1290.5326394718709\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1290.5326394718709\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4746.293372392536\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72627894896.7827\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2796.51279606895\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2518.835024237503\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1462.53964899831\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1294.244727700102\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1348.1193969388291\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1292.7043895982429\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1293.0294621447076\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1292.0804345088643\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1292.0796944518202\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1292.0796071643927\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1292.0795964973317\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1292.0795943474354\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1292.0795943471908\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1292.0795943474354\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4757.844258191617\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72594646176.60085\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2657.6950008679164\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2072.2128236852764\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1299.659563174002\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1314.5027564553977\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1295.6570880763759\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1300.1476011997484\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1293.3019612041917\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1293.2964313795082\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1293.292800731008\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1293.2926032600226\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1293.2925806023559\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1293.2925806024275\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1293.2925806023559\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4769.039199224117\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70808621509.73941\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2501.5133067627203\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2018.2327686231702\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1303.617829017107\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1312.143725377186\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1312.2883255948682\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1300.9063489964478\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1294.7190615639313\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1294.671010930415\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1294.6643489716166\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1294.6630571166365\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1294.6626900819176\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1294.662612354121\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1294.6626100354438\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1294.6626100350736\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1294.6626100354438\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4772.550051512562\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57213006981.360504\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2427.009591017556\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 1870.9279114148158\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1335.598864060421\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1296.6074509131877\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1396.0421957256424\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1296.2369008025692\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1296.0428572551136\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1295.8469352833615\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1295.7878536339535\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1295.7869437854588\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1295.786885359089\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1295.7868817603062\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1295.7868817593092\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1295.7868817603062\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4768.798061770893\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71492094314.2576\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2496.4185727963513\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 1853.8166731942963\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1337.5392884337443\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1297.7451217990597\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1379.4526021584745\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1297.3283264784009\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1297.7664439824352\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1296.9517311212803\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1296.9185085467286\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1296.917717436691\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1296.9176534751239\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1296.9176488479338\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1296.9176488468725\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1296.9176488479338\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4747.825370850144\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 39116459277.445435\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2480.82912904957\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 1759.2590736918717\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1428.5172074656166\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1302.8600193192733\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1302.2349510198924\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1313.665061893439\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1298.6443831755628\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1298.5787588852268\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1298.5764751728188\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1298.5763562537754\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1298.57630870735\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1298.5763087066994\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1298.57630870735\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4616.160509899037\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 54632850647.3618\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3576.8355180694116\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 1685.1058898163374\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1363.5478989208636\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1303.811074432535\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1309.485441708181\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1310.3221551485758\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1301.480287706718\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1300.488344039725\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1300.4637492379525\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1300.4597246536546\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1300.4580242386928\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1300.45754169148\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1300.4575070366022\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1300.457501714723\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 1300.457501714944\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1300.457501714723\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4722.109055397811\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71611853085.68257\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2653.879266308266\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 1806.2282649606564\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1352.542550095719\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1304.2693503485384\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1313.4148184691908\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1312.01444462754\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1303.4445919203986\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1301.8543247198281\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1301.850594468066\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1301.8482780242161\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1301.8480760434331\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1301.8480482295026\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1301.8480441039906\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1301.848044104639\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1301.8480441039906\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4703.48880491283\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71112674104.92088\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2710.1283274160646\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 1753.4544043778092\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1391.168819287188\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1306.7048996769392\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1307.2166251187623\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1317.440928745537\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1303.0537226630731\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1302.9243802592066\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1302.9225305564778\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1302.9219655061581\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1302.9219612929805\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1302.921960131145\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1302.9219601310772\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1302.921960131145\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4688.150684695263\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70505884032.14334\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2799.0874916747302\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 1770.8720931882851\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1357.0924414362044\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1306.995450007851\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1310.2441292857145\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1331.1525022991054\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1304.0561735020326\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1304.0106182291302\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1304.0100006343873\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1304.008493365081\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1304.0080057420914\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1304.007996768959\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1304.0079887457273\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1304.0079887456068\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1304.0079887457273\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4671.477300862034\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 62167849092.21093\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2854.2041452945978\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 1875.7970042008271\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1320.6823432772167\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1313.2734773177933\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1311.093914732001\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1305.3153634550467\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1305.1316837377863\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1305.9640778554199\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1305.0146836197982\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1305.0140046496826\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1305.0139903893873\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1305.013989278565\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1305.013989279082\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1305.013989278565\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4654.5761678638555\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 41373216650.07735\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2954.2640869178645\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2115.232169696891\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1485.7627867827916\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1322.2345715266733\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1308.0327593648412\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1306.2220239526032\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1306.1245243948342\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1306.0209589907327\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1306.0153301881805\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1306.0125916343027\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1306.012543796956\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1306.0125437952736\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1306.012543796956\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4621.4731289296415\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 68325269558.4491\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3417.438026845947\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2539.215824369174\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1503.2911982830888\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1754.7667264467443\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1309.4396213123653\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1346.4385295781267\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1307.1043513797163\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1307.1016051270312\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1307.0996993214278\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1307.0995260732795\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1307.099524749599\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1307.0995247497713\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1307.099524749599\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4609.753311674137\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 27519662063.606575\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3616.680115187878\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2487.204476015874\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1506.1355956493744\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1760.9961589265267\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1310.3630535467855\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1348.093149382585\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1308.0198648223875\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1308.0174720505256\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1308.0155201729\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1308.0152681626669\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1308.015264709804\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1308.01526373536\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1308.01526373536\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4597.359802678448\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 66894468428.52492\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4069.0399753382767\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2381.8331027512904\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1508.432070176089\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1769.6507995801855\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1311.4726450540788\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1347.7053297503562\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1309.127586117834\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1309.12552169103\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1309.1228277570626\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1309.1224486110282\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1309.1224222331093\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1309.1224215077004\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1309.1224215077004\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4624.420768471091\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 43739636007.83153\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3710.651365842232\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2467.331865131122\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1511.7904362442318\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1355.5182587778813\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1312.6058509081518\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1340.1671415747617\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1310.1132253471076\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1310.1051571042528\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1310.1035093465077\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1310.103195484141\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1310.1031699520813\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1310.1031688732205\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1310.1031688731366\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1310.1031688732205\n", " Iterations: 15\n", " Function evaluations: 136\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4613.163131532256\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 29792030310.435097\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4042.3975832054375\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2398.8210539586635\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1514.2915603347578\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1327.1708351642512\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1313.8060260255652\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1336.3423922950115\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1310.993673578874\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1310.9739229598385\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1310.9731602367533\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1310.9730604096421\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1310.9730519832253\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1310.9730519827372\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1310.9730519832253\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5227.610432384618\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60408353502.01041\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3957.500712891524\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2440.5616557060266\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1530.836645942908\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1316.2407216893516\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1316.6999286868036\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1323.6579480764954\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1311.832873229131\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1311.8254776111023\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1311.8230271111256\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1311.8219456107308\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1311.8218410355917\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1311.821832001233\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1311.8218320012538\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1311.821832001233\n", " Iterations: 15\n", " Function evaluations: 136\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 34710.18827166686\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58657477147.23926\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3891.6833513987453\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2520.0114181296053\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1547.7866907321534\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1314.9574562430253\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1317.2765722613258\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1320.239259850725\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1312.7011667761403\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1312.6965623215447\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1312.695355027079\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1312.6952931667217\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1312.6952906847441\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1312.6952906851109\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1312.6952906847441\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 34235.365597288175\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 19463264574.092625\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2900.869814674571\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3260.596336706266\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1548.6805394304236\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1318.195916483149\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1319.6735377925615\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1314.680617044627\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1314.0665907155446\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1314.0613240015368\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1314.0599483988467\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1314.0596077638975\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1314.0595834267167\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1314.0595828158625\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1314.0595828158625\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 39058.92099357545\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 47071074013.27897\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2304.4396874268614\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4134.788572673951\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1568.1249168345294\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1321.2287540440325\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1319.0528116997377\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1315.3984584730033\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1314.9907360561642\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1314.9819147674543\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1314.9801865873915\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1314.9796508577942\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1314.9796181346906\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1314.979617425462\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1314.979617425462\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 48810.98992954079\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 19285076159.441277\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 2204.1284537098363\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 4481.160254795532\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1715.7471116734218\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1346.3786765419222\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1328.29294606016\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1329.4644544743546\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1317.3122661530756\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1315.831085703615\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1315.8078971544392\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1315.797746426456\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1315.7935434166181\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1315.7926867797842\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1315.7926222613842\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1315.7926196015037\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 1315.792619600967\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1315.7926196015037\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 57309.4217932396\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 18176943845.838627\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1774.3627536912927\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 5727.519156438361\n", "Iteration: 5, Func. Count: 50, Neg. LLF: 1781.1508163649687\n", "Iteration: 6, Func. Count: 60, Neg. LLF: 1345.1268788919078\n", "Iteration: 7, Func. Count: 69, Neg. LLF: 1331.8150932605856\n", "Iteration: 8, Func. Count: 78, Neg. LLF: 1321.184173486012\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1322.3519140094108\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1316.9832693496267\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1316.8434506484464\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1316.8186997705616\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1316.8131124415436\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1316.81236724095\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1316.812317519535\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1316.8123140497873\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1316.8123135118472\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1316.8123135118472\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 59190.77252278403\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 18782285142.989315\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2851.9988356973954\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 3037.0491811477837\n", "Iteration: 5, Func. Count: 50, Neg. LLF: 1770.3033544876726\n", "Iteration: 6, Func. Count: 60, Neg. LLF: 1330.1664151822038\n", "Iteration: 7, Func. Count: 69, Neg. LLF: 1344.2631207361715\n", "Iteration: 8, Func. Count: 78, Neg. LLF: 1321.5598930363522\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1335.5327880633645\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1317.9961498031616\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1317.972744377521\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 1317.967649837075\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 1317.9653730316397\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1317.964719425784\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1317.9646411262959\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1317.9646367123983\n", "Iteration: 17, Func. Count: 151, Neg. LLF: 1317.9646367122875\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1317.9646367123983\n", " Iterations: 17\n", " Function evaluations: 151\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 87318.15900587644\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 8623647947.67185\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2131.866011988852\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 4301.21023538148\n", "Iteration: 5, Func. Count: 50, Neg. LLF: 1771.253270091533\n", "Iteration: 6, Func. Count: 60, Neg. LLF: 1323.0230920729523\n", "Iteration: 7, Func. Count: 69, Neg. LLF: 1350.6586804844694\n", "Iteration: 8, Func. Count: 78, Neg. LLF: 1325.30825559116\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1318.9020300173827\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1318.8004911540565\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1318.7944075852815\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 1318.7916744642084\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 1318.7914721927618\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1318.791431813968\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1318.7914286390526\n", "Iteration: 16, Func. Count: 143, Neg. LLF: 1318.7914286385653\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1318.7914286390526\n", " Iterations: 16\n", " Function evaluations: 143\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 118205.22973040024\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4759642345.450767\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2213.2526154366096\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 4402.573623840286\n", "Iteration: 5, Func. Count: 50, Neg. LLF: 1719.5577542957992\n", "Iteration: 6, Func. Count: 60, Neg. LLF: 1323.80480772515\n", "Iteration: 7, Func. Count: 69, Neg. LLF: 1340.4347849013823\n", "Iteration: 8, Func. Count: 78, Neg. LLF: 1319.855717621137\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1320.3201378789024\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1319.7613477464097\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1319.7568108370301\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 1319.755087043202\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 1319.7547736810316\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1319.7547418637291\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1319.754740109218\n", "Iteration: 16, Func. Count: 143, Neg. LLF: 1319.754740109011\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1319.754740109218\n", " Iterations: 16\n", " Function evaluations: 143\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 94769.76053865615\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 7837181002.220451\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1985.0216011066555\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 4787.678850215138\n", "Iteration: 5, Func. Count: 50, Neg. LLF: 1768.4795151000121\n", "Iteration: 6, Func. Count: 60, Neg. LLF: 1325.2889633795069\n", "Iteration: 7, Func. Count: 69, Neg. LLF: 1351.874506900429\n", "Iteration: 8, Func. Count: 78, Neg. LLF: 1327.8428840799597\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1321.1477786355142\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1321.0640907451743\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1321.057316810174\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 1321.0544314427957\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 1321.054210882614\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1321.0541471414665\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1321.0541451405588\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1321.0541446367142\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1321.0541446367142\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 212228.64217573326\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1581887705.9290202\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1655.0270807920065\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 4062.640625318786\n", "Iteration: 5, Func. Count: 50, Neg. LLF: 4409.009275256396\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1333.978306316108\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1336.0996040870866\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1322.9756050551782\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1321.8469486123058\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1321.8338782820128\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1321.8269365596525\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 1321.8227748114728\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 1321.822288016514\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1321.8222540511329\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1321.822253131614\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1321.822253131614\n", " Iterations: 15\n", " Function evaluations: 136\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 607052509936.1714\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2788.2296678417288\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1715.6486310725052\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 15554.079455452276\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1707.3548481350972\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1325.1082746353272\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1383.5297902532648\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1322.6284926109724\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1322.6307472525586\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1322.6217372287394\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1322.6214272325933\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1322.6213704289803\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1322.6213691157275\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1322.6213691154444\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1322.6213691157275\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 612887650576.596\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2561.6738619760717\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1723.304056928063\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 17167.70544859218\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1702.0043400928023\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1326.4044249331225\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1375.4528426994984\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1323.3990108205567\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1323.4241742970082\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1323.3920266338775\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1323.39155010979\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1323.3915325623955\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1323.3915303092344\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1323.391530308967\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1323.3915303092344\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 629317978019.2217\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2348.0146711345024\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1721.9738955646806\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 22434.17119581267\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1645.1285985362533\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1326.9420965376044\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1727.5223968039343\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1324.3499680304617\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1324.412778114631\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1324.3296967768592\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1324.3291076094156\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1324.3290822064462\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1324.3290822057252\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1324.3290822064462\n", " Iterations: 13\n", " Function evaluations: 122\n", " Gradient evaluations: 13\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 648528663446.5803\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2051.1895154938948\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1750.4496798173682\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 17525.34968695977\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1707.1079638275203\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1329.5191033120695\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1338.862716568503\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1325.2572074173402\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1325.3452508175963\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1325.2347386828774\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1325.231211630044\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1325.2311352427134\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1325.2311303264105\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1325.2311303263882\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1325.2311303264105\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 651675011764.2244\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1646.9285402685446\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1848.3833658927815\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 17081.338479377824\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1702.707933085618\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1330.5337335698755\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1339.7201232777952\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1326.0557481205706\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1326.0580135996038\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1326.0488961927977\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1326.04636795422\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1326.0462986585644\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1326.0462848522075\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1326.0462848516313\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1326.0462848522075\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 640804342977.2192\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1780.7053050741326\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1793.6610279675574\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 16901.835877727986\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1699.1194978347953\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1330.1758594038627\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1348.9568057002625\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1327.2635831158905\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1327.252702060067\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1327.2451884688107\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1327.2439716951778\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 1327.243837491269\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 1327.2438340681197\n", "Iteration: 14, Func. Count: 127, Neg. LLF: 1327.243834068156\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1327.2438340681197\n", " Iterations: 14\n", " Function evaluations: 127\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 648573763911.4019\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2046998.1575220742\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1457.505527983336\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 7405.78088356869\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2802.077592737618\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1487.1981592208153\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1333.3697131379195\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1328.0237119895605\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1328.5331039773998\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1328.123105537641\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1327.9473629240085\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1327.9434110495176\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1327.9431722937786\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1327.9431145973333\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1327.9431132335112\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1327.9431132328623\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1327.9431132335112\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 674080303400.9875\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1895.9688703767195\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1752.9185344446864\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2243.9123915266423\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4226.33714602921\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1337.694822367608\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1335.5609676558884\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1331.441196311705\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1329.7672247216767\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1329.6997308733607\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1329.6947769518547\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1329.6943473110941\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1329.6942927093698\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1329.6942900948884\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1329.6942900950187\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1329.6942900948884\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 684847000745.7767\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 108927.40922869294\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1455.9877927357225\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 25841.3461577461\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1827.0946844952318\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1479.723714828351\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1333.7780750316495\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1330.532260202007\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1330.9472265455383\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1330.4881038891513\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1330.4330995229689\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1330.431929501182\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1330.431882755716\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1330.431879214084\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1330.4318792139152\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1330.431879214084\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 702944993300.0764\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 303181.0588372005\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1453.6403789269739\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 5777.043749911786\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 3519.153800728624\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1490.357237924821\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1350.638655511987\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1332.8978810279245\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1332.1473511893394\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1331.655683011777\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1331.46349845561\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1331.4595883552445\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1331.4586143303277\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1331.4584917477255\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1331.4584800548353\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1331.4584796305123\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1331.4584796305123\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 725772803127.1295\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 162573.1703965295\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1460.3380022340073\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 20778.930839893146\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1843.670833583428\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1348.376178037337\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1336.6395165904003\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1332.9983930576022\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1332.9006396192444\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1332.7148662342292\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1332.6791014432374\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1332.6775031976613\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1332.6774279338042\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1332.677426704386\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1332.6774267037267\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1332.677426704386\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 664891364723.485\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 325535.8340230436\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1449.605733769078\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 24971.521772953696\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1801.2312944293558\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1339.9623729619868\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1339.1325775793562\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1333.4587918244588\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1333.6188537931575\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1334.0253502601315\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1333.4351249722672\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1333.4347613086975\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1333.4347017621794\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1333.4346985588427\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1333.4346985587144\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1333.4346985588427\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 761651335717.3853\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 681952.1923017593\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1464.8293456547917\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 57613.693450136765\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1686.8295150741483\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1496.1140187512863\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1337.2196999002488\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1334.2110518924983\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1334.432524981328\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1334.2116790292387\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1334.1900935769586\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1334.189833696612\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1334.1897759128356\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1334.1897737223726\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1334.1897737216846\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1334.1897737223726\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 713023657132.8223\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 363007.2756791781\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1514.863569677507\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 9454.430794481766\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1966.3915526595538\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1524.9736189632483\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1337.649156262119\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1334.942330810385\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1335.2006780234287\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1334.9204577674107\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1334.9174342325964\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1334.9172657536842\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1334.9172573808194\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1334.9172573801056\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1334.9172573808194\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 791919115453.7063\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 99569.07884286219\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1553.2178921674104\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 7417.777778379087\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2050.9443063040635\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1377.9752403242026\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1338.3971999249184\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1336.3098535900629\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1335.7781647166635\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1335.6209685783438\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1335.6165208212765\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1335.6162304614063\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1335.6161968679824\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1335.616195181451\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1335.6161951809684\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1335.616195181451\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 740500757058.4717\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 455161.9753632303\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1560.3928129683877\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 9499.709127267033\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1954.2700804179271\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1348.3875511373417\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1340.1983571147084\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1336.790947506252\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1336.9438244216724\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1336.7159508616999\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1336.7149060972533\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1336.7148376747605\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1336.7148324800805\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1336.7148324810214\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1336.7148324800805\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 697481302408.9167\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 118146.8861816201\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1816.918253095649\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 12825.547171085276\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1829.809029471689\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1343.2759395210312\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1346.3527343626183\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1337.494314567797\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1337.3755818972134\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1337.3710793426358\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1337.3709973677446\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1337.3709614753238\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1337.3709524333694\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1337.3709524331334\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1337.3709524333694\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 849013546249.13\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1842227.6379818518\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1892.2462906106769\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 8978.313463376619\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1884.3791911854719\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1342.381513909214\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1342.521754238186\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1338.1650410634602\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1338.0575262435004\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1338.0549740011202\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1338.0546009532502\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1338.0528992907482\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1338.052891399832\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1338.0528913996266\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1338.052891399832\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 865150810384.6754\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 137108.71057657473\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1877.6691889202707\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 5501.559768319471\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1690.5086223073135\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1342.4812371714854\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1343.96923963864\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1338.7838541618696\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1338.6792620293675\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1338.674731115094\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1338.6733033545356\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1338.6732986118848\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1338.6732986123993\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1338.6732986118848\n", " Iterations: 13\n", " Function evaluations: 122\n", " Gradient evaluations: 13\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 853579614580.0021\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 169305.27539035288\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1766.104996301844\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 9641.107375885409\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1864.1357041659874\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1342.780022825637\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1339.850956023016\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1339.5758521111165\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1339.4772704973054\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1339.425520383214\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1339.4241945903173\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1339.424179321486\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1339.4241768671482\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1339.4241768673378\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1339.4241768671482\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 895558050570.3403\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 887179.2169789535\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1847.4655642765351\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 6722.899390484529\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1583.9262823528916\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1343.5268166240744\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1345.8004597157392\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1340.309947759898\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1340.1912287475177\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1340.1769966505426\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1340.175768995216\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1340.1757640853255\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1340.175764085897\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1340.1757640853255\n", " Iterations: 13\n", " Function evaluations: 122\n", " Gradient evaluations: 13\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 915325162573.0327\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 38522.8684779997\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1518.2715801219429\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 10347.866831615476\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1806.0740695451714\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1343.9214683950177\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1342.0350011333326\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1340.848929031054\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1340.7551979435798\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1340.754411232265\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1340.7553442587177\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1340.7542647810637\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1340.7542647824214\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1340.7542647810637\n", " Iterations: 13\n", " Function evaluations: 121\n", " Gradient evaluations: 13\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 937237550019.3699\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 460412.6324802179\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1471.3960540141843\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 3410.8592810124774\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1999.7313962867893\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1344.5971809652783\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1341.629295410244\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1341.407318497866\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1341.3261192545774\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1341.3169348935978\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1341.3167039464297\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1341.3166899651007\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1341.3166866450867\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1341.316686644392\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1341.3166866450867\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 916537467220.6919\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1249013.130257223\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1455.835861275401\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1892.1683416328121\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3029.7102672380774\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1345.8793252203047\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1344.4303991923666\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1342.6784092030355\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1342.5672242098597\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1342.5604509762447\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1342.5602980171998\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1342.5600428478851\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1342.5600418357\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1342.5600418347135\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1342.5600418357\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 874924662927.7666\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 826145.0644636005\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1682.3684129321837\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 11031.032046145163\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1875.0023594908905\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1347.6563914794654\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1345.5532789003032\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1344.6974676030536\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1344.6208912746433\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1344.6089649393723\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1344.6081867931448\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1344.608184097173\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1344.6081834872966\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1344.6081834872966\n", " Iterations: 13\n", " Function evaluations: 122\n", " Gradient evaluations: 13\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 816975912679.0958\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 225052.36915387594\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1582.4465499481612\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 12251.417374497069\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1838.917607441006\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1348.5022303229657\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1345.9284072302125\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1345.4696953011844\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1345.392393598661\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1345.3805894311904\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1345.3793596801802\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1345.379343152732\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1345.3793401616565\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1345.379340161776\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1345.3793401616565\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 855135468176.4431\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 123437.77061690036\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1534.2974598187557\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 16090.84949830559\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1814.7749346732335\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1350.4351280152114\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1375.1180151659923\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1347.4639138777302\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1347.4062539130218\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1347.4032152707234\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1347.4029697579938\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1347.4028652333523\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1347.4028605535132\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1347.402859731719\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1347.402859731719\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 878084852583.6876\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 681054.3295304296\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 4439.95854765128\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2975.841635843352\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1590.5434516302516\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1352.9904197086069\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1362.1812870695353\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1348.812579224204\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1348.783357043823\n", "Iteration: 10, Func. Count: 95, Neg. LLF: 1348.7801614087614\n", "Iteration: 11, Func. Count: 103, Neg. LLF: 1348.7826354020317\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 1348.7785105754215\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 1348.7785027612879\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1348.7785023885535\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1348.7785023885535\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 891500369697.806\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 456560.61076291674\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 3088.0622133939078\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 4032.823798632773\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1591.0573051662093\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1351.7858045337148\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1360.0208411679762\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1351.1006748788122\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1349.6892311360245\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1349.639215588687\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1349.632865399538\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1349.6327635269138\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1349.6327504402905\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1349.6327504395435\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1349.6327504402905\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 896119069707.3201\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3130171.3621782386\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 4308.332083399566\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 3084.995776110449\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1592.0455252661523\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1352.7631138352122\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1350.8535662206443\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1350.898576600006\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1350.539833556634\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1350.4362754116082\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1350.434787760585\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1350.4347628490364\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1350.4347587075104\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1350.4347587077673\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1350.4347587075104\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 910658909281.0446\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 236001.50918046842\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 5338.565613933298\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1942.491152782574\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1596.2257404051375\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1370.5860469199386\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1356.7047351227575\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1351.6403569234658\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1351.4322077774889\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1351.2548400799797\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1351.253821500618\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1351.2537847124477\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1351.2537823770235\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1351.2537823767705\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1351.2537823770235\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 936350135508.2104\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 232211.2821434229\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 4810.112898624604\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2351.741183500717\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1598.4125502697516\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1377.645727197823\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1358.7500602625332\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1352.695862451988\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1352.515039025783\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1352.363240754907\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1352.362107077392\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1352.3620780153128\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1352.3620758833101\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1352.3620758834063\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1352.3620758833101\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 960027468994.7705\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 83459.89002439182\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 3913.2543309443263\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 3280.909877368517\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1597.058752068588\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1355.6312576237194\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1749.636767826627\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1353.3724832612843\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1353.327888681923\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1353.2782817020266\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1353.2772394494455\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1353.2772300285155\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1353.2772262840383\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1353.2772262836947\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1353.2772262840383\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 713442126329.5447\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 336178.9139313377\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2927.486629694975\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 4249.963764450207\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1599.316804780393\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1357.3531813351453\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1436.2268211975233\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1354.473704176241\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1354.4339104116657\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1354.3169269163814\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1354.3165173526263\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1354.3164655537696\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1354.3164624116603\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1354.31646241119\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1354.3164624116603\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 985002249965.3744\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 148652.86397716764\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2804.581159667222\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 4399.028709498195\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1600.804474035273\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1358.8912224978312\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1396.2070842138642\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1355.4532359069717\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1355.4126682993647\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1355.2633792828574\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1355.2623853378514\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1355.262286303789\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1355.2622816351277\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1355.2622816346236\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1355.2622816351277\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 870379173438.5636\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1263590.243831594\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 4619.230893550979\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2772.771982189088\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1604.5267290111378\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1361.947976448359\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1362.6510159420584\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1356.0878791130194\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1356.016095642104\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1355.9885012783197\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1355.9828059957795\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1355.9827628873081\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1355.982761394565\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1355.982761394425\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1355.982761394565\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1030265590727.2\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 5369132.412862829\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 3855.446719828544\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 3336.668651137736\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1605.3677239892672\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1360.459950526169\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1555.3529958235818\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1357.9569225458208\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1357.9235229691512\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1357.821372242945\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1357.820822763169\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1357.8208010237763\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1357.8207981657001\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1357.8207981651503\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1357.8207981657001\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1009743691601.5481\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 175128.6401252043\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 3073.7228705311563\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 4156.6263169598415\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1608.0298390493576\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1361.9349350989905\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 4355.5873483145415\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1359.4433364658075\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1359.3908247977947\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1359.3169955919066\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1359.3165049397467\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1359.3164874158306\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1359.3164843462096\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1359.3164843457712\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1359.3164843462096\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 966982409446.3672\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 274090.7854381641\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 4575.013871980473\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2914.116482089794\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1611.7545934293664\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1369.3369195551177\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1368.6046851689625\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1360.3232901115127\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1360.1940922492704\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1360.1903563142496\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1360.190967708456\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1360.1901535054976\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1360.1901159227368\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1360.1901159233237\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1360.1901159227368\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1015783059888.2883\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3025447.6590829366\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 5212.726068399407\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2034.143691141645\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1612.3893281496762\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1366.8309259331731\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1370.2485312729184\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1361.2507613277457\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1361.156930850493\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1361.0806979518177\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1361.0720486918071\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1361.071982471468\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1361.0719804261757\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1361.0719804262462\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1361.0719804261757\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 861942145869.9792\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 708579.3534409187\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 5055.275696445435\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2097.14159309025\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1617.4841135239471\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1392.3156962550302\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1367.9927539681823\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1365.4520144081037\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1364.0888045759207\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1363.8927899382331\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1363.8879148783135\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1363.8876935733008\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1363.8876763693534\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1363.88767418527\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1363.8876741851273\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1363.88767418527\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1050555052727.6405\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 43240.468120500314\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 4345.720196045654\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 3135.596615317155\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1615.5096573205917\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1366.8378247907744\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1393.7089046334006\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1365.0310763216885\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1364.8477322118788\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1364.8052460785245\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1364.7906330788517\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1364.7906139282136\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1364.7906119977583\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1364.7906119973743\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1364.7906119977583\n", " Iterations: 14\n", " Function evaluations: 129\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1065919502479.665\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3905209.0857712184\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 5043.214488568217\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2121.2972217052193\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1619.9109529730156\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1386.3517830878036\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1371.324901906013\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1366.2753893533363\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1365.9740136504988\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1365.8011204602606\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1365.7986024598642\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1365.7985372012913\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1365.7985334001419\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1365.7985327873632\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1365.7985327873632\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1082372157194.4598\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 262736.65862617595\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2742.646578011474\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 4674.377386870083\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1619.3628338856315\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1369.8364359555694\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1418.10803484599\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1368.3987075114028\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1367.8011309999251\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1367.7677229040316\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1367.7330110918228\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1367.7329324843222\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1367.7329203976606\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1367.7329196385394\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1367.7329196385394\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1058147833794.3969\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 718879.1795529954\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2293.288203549424\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 5317.619093197575\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1620.8322483416073\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1372.6184033106522\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 744961.6104205921\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1369.8624342122075\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1370.2832079652906\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1369.84843031456\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1369.7403489996466\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1369.739810345724\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1369.739709820923\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1369.7397087524164\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1369.739707929261\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1369.739707929261\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1069326962708.2432\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 14089557.037259744\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 4395.761176792613\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 3135.0593308307643\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1623.0326918874\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1372.910942150906\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1370.8368370704904\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1378.674736387422\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1370.7479823130839\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1370.7241246162562\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1370.71201153123\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1370.7119177307025\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1370.711917731144\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1370.7119177307025\n", " Iterations: 13\n", " Function evaluations: 122\n", " Gradient evaluations: 13\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1080539095355.0013\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 654238.7875832259\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 4577.557155503699\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2851.1512530003174\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1623.5999392051135\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1387.977550803917\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1375.2021039463148\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1371.8221625925491\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1372.0178701739414\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1371.6857413984108\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1371.6836937766734\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1371.683347087947\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1371.6833300215862\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1371.68332610429\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1371.6833261043157\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1371.68332610429\n", " Iterations: 15\n", " Function evaluations: 136\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1093306698952.8994\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 50005.454409379134\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 3485.928751117536\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 3835.8595658573677\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1626.0290546962847\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1375.7034220972832\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1374.2052967414534\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1373.601521741824\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1373.343326614271\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1373.315876961881\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1373.2697817847873\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1373.2694936434368\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1373.269474846842\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1373.26947435306\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1373.26947435306\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1093215421744.8188\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 555431.2349708767\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 3385.4446414278364\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 3995.295179203412\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1627.4314982123337\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1376.613528016896\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1378.138174246289\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1376.687543917169\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1374.5116177149018\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1374.427968893056\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1374.422127774526\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1374.4218904385875\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1374.4218732132586\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1374.4218732143904\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1374.4218732132586\n", " Iterations: 14\n", " Function evaluations: 128\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1035793515788.1539\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 425179.58730774105\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1579.9299317100676\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 46091.767096861695\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1700.3384815986642\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1383.9091460749935\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1386.5675429734715\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1378.4237599435946\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1378.3031136977409\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1378.2949425190473\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1378.294597429401\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1378.294363304722\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1378.2943108976488\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1378.2943059245408\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1378.2943059248148\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1378.2943059245408\n", " Iterations: 15\n", " Function evaluations: 136\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1025263193831.5474\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 419244.2857674116\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1804.1822298072566\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 21026.77086819722\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1768.8015815145807\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1403.4923911859155\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1385.0885785336268\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1379.4934627356774\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1379.348340488145\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1379.3409945842134\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1379.3408989804557\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1379.3408450652205\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1379.3408162510418\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1379.3408143043985\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1379.3408143037402\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1379.3408143043985\n", " Iterations: 15\n", " Function evaluations: 136\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1040949743590.2808\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 361626.02543120633\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1938.8366891020496\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 7014.440349003834\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1629.4056819780367\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1386.6950795160672\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1398.3119313469842\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1380.655016816027\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1380.7605173867862\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1381.7081984536544\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1380.5799442176872\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1380.5791134130504\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1380.5787522536816\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1380.5787410848184\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1380.5787353158257\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1380.578735315795\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1380.5787353158257\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 7001.619006917372\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 873043.3172794414\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1920.5677628047683\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 7000.668230627758\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1633.870738678596\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1410.2801746913042\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1492.747391358103\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1388.140513062949\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1389.0204681458079\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1384.8252220921866\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1384.5852789711448\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1384.5587626037272\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1384.5573174013277\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1384.5573065435096\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1384.5572095124855\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1384.5572088209474\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1384.5572088209474\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 8219.183335281556\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 860084.9590496931\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1691.3124892286025\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 26471.585017335507\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1737.796269699597\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1411.0986560479635\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1390.313458463602\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1389.0668494343336\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1386.4089207606041\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1385.9590967373529\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1385.9039144200658\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1385.902507941183\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1385.9013392010784\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1385.9013194509212\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1385.9013109348675\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1385.9013109340988\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1385.9013109348675\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 8116.1729831705425\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 499302.72567159735\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1820.7091240608922\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 16642.054671886406\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1784.1284101154492\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1411.1853823301687\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1388.5646890216817\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1388.3386368501906\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1387.322239409364\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1387.1540047891588\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1387.1395568308922\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1387.132404907811\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1387.1316043123024\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1387.1312858104538\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1387.1312838172832\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1387.1312824147153\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1387.13128241485\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1387.1312824147153\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 7514.628772237689\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 435770.0903284195\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1850.5927066522859\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 14510.422680879901\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1801.3961548992158\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1412.2730866404145\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1392.8346072196537\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1392.24307838653\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1388.5404053186817\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1388.3740292187883\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1388.375334038877\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1388.355732693322\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1388.351361463538\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1388.3513288232593\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1388.3513259909846\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1388.3513259898182\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1388.3513259909846\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 7269.531906954366\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 768339.2292703337\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1675.7757507875763\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 29659.562960702566\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1713.1250570903867\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1418.0432199799877\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1396.2538658692513\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1392.4793880979857\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1391.9559694763936\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1391.3574790383682\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1391.3728723507688\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1391.3234537296657\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1391.3153291863598\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1391.315276955897\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1391.3152653764253\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1391.3152653766545\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1391.3152653764253\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6633.383348323752\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4690918.761534995\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1533.9128625201506\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 38683.513214391365\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1683.4555984872559\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1421.8977276291757\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1485.2399929344972\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1395.8118615977623\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1394.087062173251\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1393.6275078735646\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1393.990776977915\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1393.5880028309537\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1393.5618769966804\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1393.5616805092927\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1393.5616037840314\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1393.5616012279302\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 1393.5616004002932\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1393.5616004002932\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6676.104704452764\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1782358.3391517007\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1554.7673215891896\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 16735.15463849034\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1707.80783103035\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1424.733574159165\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1458.3306005306354\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1397.2326190328267\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1395.0295654021186\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1394.89376339821\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1394.8607075123098\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1395.1601201668732\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1394.8494203619562\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1394.848063040812\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1394.8480405726523\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1394.8480236989963\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1394.8480236994124\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1394.8480236989963\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6800.1538772084705\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 804810.1551357628\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1569.711834999108\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1995.8865984970053\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 5348.686128602611\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1426.1023517439712\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1535.2229003344587\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1398.9723458718381\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1396.2134079321513\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1396.1836022421498\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1396.3757037018095\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1396.123852247656\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1396.1222386700274\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1396.1213096862268\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1396.121258601107\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1396.1212521771527\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1396.1212510962546\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 1396.1212510978812\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1396.1212510962546\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 7005.22847388439\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 610511.1031541423\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1586.0640493397032\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 3538.7211277631786\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2081.7597220169373\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1425.7758847619964\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1546.6116741100166\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1400.8364578153758\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1400.802002216556\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1397.556840498788\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1397.4977139252019\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1397.4754724109573\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1397.4727166210564\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1397.4725613778087\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1397.4725266830865\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1397.472523290458\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1397.4725232910018\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1397.472523290458\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 8518.292697979656\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 364331.5907361682\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1601.0034596162513\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 11346.573602566052\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1775.822811411528\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1430.295377566615\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1403.1728802507307\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1401.1377920359862\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1399.3129653070969\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1399.149836234792\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1399.1198499485668\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1399.1179648458724\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1399.1169727996335\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1399.116950162294\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1399.1169459881082\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1399.1169453410148\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1399.1169453410148\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 7077.6750625292225\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 76130.07472199899\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1774.2233654475042\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 29881.436174382157\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1734.4370870098844\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1427.1141720187143\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1405.3033404959938\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1405.0884697150852\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1400.6682877051448\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1400.5131318611475\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1400.490163349477\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1400.489684268343\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1400.4877181180377\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1400.487665928768\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1400.4876642208378\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1400.4876636326903\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1400.4876636326903\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6757.276971689793\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 52675.66152126367\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1665.3813155563446\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 11367.528891049184\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1755.5368324641986\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1437.1566595327304\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1410.318411905373\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1404.3860895773614\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1404.7833642705086\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1402.3643844925236\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1402.195900673412\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1402.1779470207218\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1402.1772390686883\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1402.1772045068965\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1402.1771210654904\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1402.1771205326304\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1402.1771205326304\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6771.497449664956\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 139613.48592117243\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2156.8004557015806\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 6213.345416593376\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1650.3291258346835\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1430.262500412131\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1520.7933653229325\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1407.0552429570794\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1406.205284224433\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1404.0083319270934\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1403.8619325243537\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1403.8418734585584\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1403.8410613991894\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1403.84084625186\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1403.8407961917542\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1403.8407931056865\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1403.8407921588828\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1403.8407921588828\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 7510.223556370074\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 676577.2670032555\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2419.9600567300786\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 5434.608013945196\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1652.8865900228266\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1407.682859637668\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1408.9015032906127\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1495.0700796679796\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1405.6537517109607\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1405.2184491136227\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1405.1508663118414\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1405.1445192535564\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1405.1421584032466\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1405.1419016413086\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1405.1418823824642\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1405.141877733884\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1405.1418777331357\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1405.141877733884\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6713.561309578757\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3731608.1988804117\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1937.7601555661292\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 11165.142987634052\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1803.934262410669\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1439.9020149150592\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1408.318635542333\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1410.5542351345744\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1407.3993619778014\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1407.0449627326298\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1406.9531657055509\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1407.0765042242672\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1406.9513418718047\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1406.945519575471\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1406.9454399700205\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1406.9454382317556\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 1406.9454375577536\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1406.9454375577536\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6693.367573348594\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 855293.7635779511\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2188.599802308415\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 6082.968327382221\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1654.5563427414786\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1435.560881295129\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1525.1127682613933\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1411.1412711008684\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1410.0798359934647\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1408.2890354236367\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1408.152549477586\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1408.1361803634068\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1408.1351935279977\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1408.134250140206\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1408.1342203613676\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1408.134216068981\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1408.1342148724038\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 1408.1342148720955\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1408.1342148724038\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6751.167872461782\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3632733.5674647745\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1809.8937233120532\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 21592.81164596365\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1723.9037158542938\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1450.4640328799655\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1413.393862400216\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1412.318801752538\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1412.8385681184245\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1410.523446016638\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1410.4969586394545\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1410.473204040763\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1410.4575430876373\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1410.4568811590339\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1410.4567693298375\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1410.4567605073057\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1410.4567592557123\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 1410.4567592561345\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1410.4567592557123\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 7708.262848846094\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 252241.78557580072\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1836.064028623358\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 29318.487611011253\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1742.3566887650466\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1438.373056026731\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1416.5513436987494\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1418.7892511790874\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1412.3118011555985\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1411.975167730679\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1411.9444180962896\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1411.9391793957634\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1411.9310901445883\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1411.9309853642708\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1411.930977761376\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1411.930977115399\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1411.930977115399\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6763.257886952786\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 745332.2554217483\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2092.603281639425\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 6928.38304472791\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1657.9327171371124\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1443.9916721714021\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1420.8740676627172\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1416.6868704510848\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1432.8768839131185\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1414.0275515894527\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1413.8975197946581\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1413.8897134723\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1413.8893331572601\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1413.8888527346714\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1413.8888226204522\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1413.888820562982\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1413.888820562073\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1413.888820562982\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 7066.131591145025\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 132467.60859894572\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1903.665299403689\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 13208.44247337916\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1795.2080819697067\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1441.3659999271417\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1425.8087480658555\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1418.7580387146456\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1419.9201900595963\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1415.4014312247386\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1415.1979351709108\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1415.1854570403693\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1415.1885028975717\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1415.1816982228634\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1415.1816700966897\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1415.18166413148\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1415.1816627210414\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 1415.181662721396\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1415.1816627210414\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6785.330739257967\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 401762.4292466263\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1651.306892354342\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 27240161734.844864\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1686.6413247048463\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1452.8718291085765\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1424.5251856230002\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1419.6140870441086\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1419.0616888037216\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1417.7112926865761\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1417.5992858417771\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1417.5921112882172\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1417.5912859302096\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1417.5912563918512\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1417.5912433537019\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1417.5912433547865\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1417.5912433537019\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6750.975486865247\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 205779.28812165392\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1968.6630187068831\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 13633.696944394527\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1779.633817174406\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1452.2970494929718\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1421.0625893263277\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1431.4452401847393\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1421.132757111734\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1418.8956421053601\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1419.1978219294103\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1418.9215684241135\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1418.8466092894987\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1418.8464306100893\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1418.846391621683\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1418.8463913333153\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1418.8463913333153\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6770.329306881026\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 100415.1447070486\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1944.6827948225862\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 13920.564343383718\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1783.7954376232856\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1450.9268989905179\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1423.403744332933\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1424.8778073272174\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1422.8893460412628\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1420.4161600934403\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1420.5662746500545\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1420.4541441302472\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1420.3502875361955\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1420.3501207489196\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1420.3500901302632\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1420.350082932159\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1420.3500829307186\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1420.350082932159\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6764.422270861157\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 133326.26462548523\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1981.0379571549151\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 11524.537152987701\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1814.3649339989597\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1451.3763663850764\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1424.1456289750085\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1429.473231946003\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1423.959831643185\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1421.6076130316364\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1421.6311591854535\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1421.7683246518\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1421.5530514960653\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1421.5529115996133\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1421.5528183309261\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1421.5528179829312\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1421.5528179829312\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6746.285721847156\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 104177.59241522069\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2287.546883077502\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 5972.495434705502\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1668.167433109606\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1450.3814299676394\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1453.1189037660442\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1425.7080069017898\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1425.3810895440029\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1423.0116774356575\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1422.9046772068632\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1422.8999936156674\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1422.8988130818175\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1422.8986680673365\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1422.8986359643873\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1422.898635722525\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1422.898635722525\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6755.166811098563\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 499965.5116074855\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2410.4694809073276\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 5617.885188853164\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1669.8229333885374\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1451.077575157255\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1498.781015851709\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1427.2641061735603\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1424.7747938355255\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1424.2879351815645\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1424.2183468586059\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1424.2157331338376\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1424.2148630988925\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1424.214837159349\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1424.214828205001\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1424.2148282044282\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1424.214828205001\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6762.201183148438\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 98268.98397977522\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2627.386830169351\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 5075.311630168973\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1671.8840004330177\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1451.5564954060633\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 2751.813548891726\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1428.9139553081384\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1425.6567287461298\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1425.5449284024364\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1425.5217040462933\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 1425.519528426324\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 1425.5189669625274\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1425.5188715884146\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1425.5188349334967\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1425.5188332346172\n", "Iteration: 17, Func. Count: 151, Neg. LLF: 1425.5188332332068\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1425.5188332346172\n", " Iterations: 17\n", " Function evaluations: 151\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6757.380518454208\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 61792.1573905506\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 4067.929972087266\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 3316.6297244874354\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1676.3569147152657\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1429.3698615396324\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1435.2259936879013\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1428.1995799083438\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1427.567304771674\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1426.7700626149704\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1426.7390876804768\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1426.6584067577342\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1426.657562226837\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1426.6575238437845\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1426.6575164420337\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1426.6575164433552\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1426.6575164420337\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 7001.127494610315\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 56884.39322970943\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2997.2072201924216\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 4405.773273764075\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1674.5099487335883\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1450.1560631468678\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1493.993149828129\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1433.5043962939594\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1429.8844676498088\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1429.171831942057\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1429.081076045799\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1429.0777252481107\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1429.077519390601\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1429.0775078229667\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1429.0775060775695\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1429.0775060776418\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1429.0775060775695\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6772.9879522169795\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 108815.25076916537\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 3600.397212809651\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 3762.992716736987\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1676.9538148411611\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1454.8851785000447\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1744.846117870399\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1434.2003459521889\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1430.3726125611886\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1430.2725130250183\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1430.241828171366\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1430.2393423172912\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1430.2387280366636\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1430.2387090897676\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1430.2387035855672\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1430.2387035848164\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1430.2387035855672\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6774.611530048807\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1071602.2770452541\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 5202.3991264373035\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2519.9084007141837\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1681.7490426922427\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1730.5364890022831\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1463.6363653638089\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1433.2788402453593\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1431.4578973356329\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1431.3594579689207\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1431.3343987773032\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 1431.3379498214156\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1431.3287905712748\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1431.3285880534818\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1431.3285786844394\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1431.3285754579963\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 1431.3285754581702\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1431.3285754579963\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12745.63069008915\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1781911.5860486084\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1561.3063738989856\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 104009.94756015649\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1688.5174897909963\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1472.09476566583\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1435.3716590555655\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1433.120912892849\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1432.890448433437\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1432.7173211788258\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1432.6924222484745\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1432.6911980960294\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1432.6906820527647\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1432.6906763581628\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1432.6906756106955\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1432.6906756106955\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1073081848604.2601\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 97922.01339736629\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1778.213361485984\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 6466.110509140468\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1692.0756072763897\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1533.1155624466069\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1435.8047691626975\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1434.1080311778705\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1433.86205689415\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1433.7169145303951\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1433.7110606220135\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1433.7105589571318\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1433.7104992461022\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1433.710497130302\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1433.7104971294316\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1433.710497130302\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1070180369977.058\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 137704.1000939379\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1607.9790226164637\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 11787.94002721232\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1692.041159101957\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1516.2255997129541\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1437.1364155196816\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1434.999777842649\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1434.8889134105245\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1434.750670253873\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1434.7392646698727\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1434.738547123037\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1434.738360120336\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1434.7383566880699\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1434.7383566877616\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1434.7383566880699\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1067242482494.3523\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 380963.99565583095\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1610.2452563235493\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1919118.211476773\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1703.3995476954597\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1479.8890653276108\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1438.2495171810833\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1435.935518783834\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1435.8635241487966\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1435.7026814924739\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1435.6904445769392\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1435.6897620504094\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1435.689612039689\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1435.689608671199\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1435.6896086705488\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1435.689608671199\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1064588414261.9572\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 268932.88854047685\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2072.456898900239\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 5646.2538658798\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1694.840418190442\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1508.2709816040833\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1440.3109555762296\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1441.7409308762137\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1438.3285939008324\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1438.1984116227131\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1438.1836888811217\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1438.182672299306\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1438.182538055502\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1438.1825287920292\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1438.1825280507207\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1438.1825280507207\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1058775481670.7771\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 359930.3942035242\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1803.709123896123\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 6239.346752155398\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1697.0800631524671\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1581.804208003136\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1441.0865088103833\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1446.2463243747225\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1439.297234745166\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1439.1581532216555\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1439.1435598327257\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1439.1430809416731\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1439.143011925522\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1439.143006804484\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1439.1430059476538\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1439.1430059476538\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1058577737188.0947\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 108553.12213551273\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2265.671330820153\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 5657.694732402591\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1696.2779230675587\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1528.1741140812433\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1442.9758312034846\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1441.516103976696\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1441.1290140555184\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1441.026637085607\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1441.0219058083383\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1441.0215732800987\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1441.021516697605\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1441.021514035214\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1441.0215140342425\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1441.021514035214\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1055056815578.0223\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 207261.47694111257\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2027.4476148207\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 6023.9025787140345\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1697.804105723856\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1598.6519719946814\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1443.9731576544245\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1442.5093749589814\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1442.2069496059491\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1442.105219792355\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1442.1014255181503\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1442.100921228229\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1442.1008599311447\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1442.1008574598882\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1442.1008574585526\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1442.1008574598882\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1051448809317.7272\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1120274.076561959\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1643.6557162577571\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 7694.94657807315\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1700.1672946788185\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1586.2127334716415\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1445.2461186596024\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1443.4267761022445\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1443.3081491996495\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1443.1397669570113\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1443.1357836086663\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1443.1353369951419\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1443.1353081741213\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1443.1353072848385\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1443.1353072848385\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1046440400775.2146\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1199756.0945989063\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1666.9558134027798\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 152408.79258019922\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1725.060644964918\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1498.0107084271567\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1446.2668006294743\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1444.288846820159\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1444.2420027055973\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1444.0992811174283\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1444.097595080402\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1444.0973625696404\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1444.0973528760878\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1444.097351720157\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1444.0973517197651\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1444.097351720157\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 856212471132.8667\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 151779.5176108258\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2285.1095183973457\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 6822.737292015728\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1687.8873197571315\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1456.0636760783736\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1450.3739436449982\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1463.9850644206595\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1445.5069730080118\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1445.0994579474159\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1445.0517116542692\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1445.0508510613854\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1445.050563671858\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1445.050544351844\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1445.0505382246683\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1445.0505382254314\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1445.0505382246683\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1043026643892.4093\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 376814.83100206533\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 5155.280079433311\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2174.125548992031\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1698.5467399170939\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1551.4369421475724\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1448.0783076984717\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1446.3925390218328\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1446.188039570367\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1446.0446421766778\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1446.0425742311218\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1446.0423692043578\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1446.0423594333947\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1446.0423585689214\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1446.0423585689214\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1042566629806.3851\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 498209.00171976816\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 10337.107422625939\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1597.9961847004447\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1704.7314328732937\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1597.6942482641252\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1449.25166307549\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1447.1120539120275\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1447.0495966353506\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1447.0065437099888\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1446.912916139851\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1446.91189306526\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1446.9118657352226\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1446.9118640491938\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1446.9118640486254\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1446.9118640491938\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 789730248300.7034\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 170037.64909033087\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1040179.2176776935\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1586.3966582096123\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1707.4516652344998\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1592.875084335224\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1450.1711954806608\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1447.9395392034403\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1447.7741731409615\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1447.757752472991\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1447.7710677975515\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1447.755488308822\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1447.7550136877298\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1447.7550057076116\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1447.7550057073818\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1447.7550057076116\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1051332244242.9299\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1817021.5155369404\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 13282803.644283297\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1586.4917518499856\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1708.9757154986028\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1599.7593103425138\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1451.1931877540765\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1448.949781869308\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1448.7846692557878\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1448.795008821967\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1448.8222561997193\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1448.7625169901564\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1448.7624041504532\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1448.7624018299664\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1448.7624018292308\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1448.7624018299664\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 697856661550.7976\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 40806.30579237668\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 275849.5475344755\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1587.2674442334303\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1710.7151613625506\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1605.8043694893051\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1451.9463531468075\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1449.7331183796628\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1449.5624788733035\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1449.6013841849672\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1449.571039340291\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1449.5390943584212\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1449.5389972680066\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1449.5389961723442\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1449.538996171776\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1449.5389961723442\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1077872407829.8292\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 65195.92996094582\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 585515.989192409\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1586.8220034247242\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1711.9838131862407\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1606.6186569627664\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1453.283998602752\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1451.0659496118387\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1450.8920895061224\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1450.9203065762426\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1450.912815413908\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1450.8696140678999\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1450.8695120223897\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1450.8695108063853\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1450.869510805761\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1450.8695108063853\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1073180918220.7336\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 111713.5596269497\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1769275.6767027227\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1589.1472710470741\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1713.5218202780343\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1613.5672230325604\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1454.185702096852\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1452.0244220098307\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1451.868400515959\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1452.0045838562114\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1451.8205084940007\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1451.8187269096056\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1451.8186990666695\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1451.8186972870521\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1451.81869728641\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1451.8186972870521\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1056714014723.7764\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 80100.47501570045\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 249662.64224249343\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1592.842476896554\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1715.107772318374\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1609.5682545275492\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1455.7981195813497\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1453.601084871313\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1453.4234544782812\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1453.4124578626768\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1453.4660233369136\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1453.4043180164817\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1453.4041776047989\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1453.4041667189645\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1453.4041667181857\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1453.4041667189645\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 976993641048.5715\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 560597.4897401601\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 522642.2137750627\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1594.2403557911643\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1721.9307481858325\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1459.1814647468104\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1465.8417365102823\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1458.1486598613837\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1454.6589162457135\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1454.429279402631\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1454.4537006141254\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1454.4205551990628\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1454.4196179880464\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1454.4196164170266\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1454.4196125148173\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1454.4196125146232\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1080688854466.7556\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 904006.9694175875\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 308413.6655733349\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1594.486519151005\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1723.6610972423296\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1615.6414836159584\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1457.7586043988508\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1463.3004924256181\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1455.5169854773085\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1455.3496125736947\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1455.336296360742\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1455.3355543627963\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1455.335300248732\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1455.3352929395107\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1455.335292938778\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1455.3352929395107\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 995151286114.8064\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 182349.70652328426\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 67082.45805378792\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1596.2831736766548\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1724.775126873316\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1505.6107583006622\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1458.8426606906971\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1457.8969851553516\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1456.7937590900399\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1456.2502933344927\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1456.235477313517\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1456.233098716873\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1456.231982674772\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1456.231965339915\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1456.2319567775717\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1456.231956776309\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1456.2319567775717\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1086594010425.3057\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 85778.58814840809\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 63052.44189654272\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1596.591080880135\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1724.9812400421638\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1529.7663974958382\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1459.131433222697\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1458.1959239663324\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1457.197488367627\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1457.0184995075476\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1457.0101710681645\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1457.0097454952775\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1457.0097003811024\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1457.0096862515386\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1457.0096862523496\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1457.0096862515386\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 851801631856.8414\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 188371.80281982443\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 45350.56628782507\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1597.0507154454542\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1725.854707608979\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1539.1023505978324\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1459.8215468204962\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1458.504528190265\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1457.9160339953712\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1457.7486870867353\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1457.7428380537303\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1457.7421343603348\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1457.7420007739695\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1457.7419824057827\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1457.741981801941\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1457.741981801941\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1085326548398.4725\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 7478420.070483406\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 59376.84907140034\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1598.168481338856\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1726.5799501512263\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1551.8109566194712\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1460.5114196477089\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1458.9803836617048\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1458.62738161974\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1458.471045412716\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1458.4669286249573\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1458.465885324777\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1458.4657812566652\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1458.4657590099694\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1458.4657590096376\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1458.4657590099694\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5303.460602554293\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59233056603.94411\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6627.463182224411\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2333.6840567298696\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1737.3947895443703\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1472.399647831215\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1471.8354279243788\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1477.2100632500037\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1468.2151051190085\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1468.0357215242423\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1468.0322769999384\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1468.027821918617\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1468.0265467067675\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1468.0265008836677\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1468.0264991012355\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1468.0264991008798\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1468.0264991012355\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5135.091589210926\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60034591703.877045\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8960.684969187778\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1987.6693978026724\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1731.7676397633402\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1477.1760765383765\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1472.4381619183891\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1476.3721488266801\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1469.535527827532\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1469.3794875271362\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1469.3831118261523\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1469.376211796239\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1469.375086413049\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1469.3750793861745\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1469.3750793863023\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1469.3750793861745\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5433.811887124708\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 44131601049.033554\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8774.575028137659\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1996.3935760473055\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1751.3491876990336\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1475.344080386969\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1474.8515902052122\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1478.997927402957\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1470.7400282198898\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1470.5702643004306\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1470.581191528573\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1470.5624217207614\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1470.5610227422565\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1470.561008132223\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1470.5609985191404\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1470.5609985194342\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1470.5609985191404\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5147.080798327683\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 55421068443.12707\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8137.2551187391455\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2033.785609542745\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1735.4505167415678\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1477.922388188028\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1475.8694052064818\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1483.6479805440727\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1472.3491323384192\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1472.181172920149\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1472.1958134405525\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1472.168293948122\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1472.1666276031056\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1472.1666101422543\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1472.166598198755\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1472.1665981986775\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1472.166598198755\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5172.5514496714895\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 54986478379.38324\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7391.1963381666465\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2092.7001766933695\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1741.81520955045\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1479.3468981489395\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1476.9211684976704\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1481.4405110369903\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1473.6838928406376\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1473.5170698859247\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1473.535643918811\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1473.511477788148\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1473.5100967820636\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1473.5100803340024\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1473.5100723677515\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1473.5100723679805\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1473.5100723677515\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5282.472902223359\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58911543403.09626\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6590.761525260404\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2327.446251342426\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1743.4585384940658\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1489.81270021672\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1478.250382584635\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1490.2206599208032\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1476.2390512423008\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1476.0174085080798\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1476.016643679396\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1476.008470154823\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1476.0077322579718\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1476.0077272403935\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1476.007722783966\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1476.0077227842783\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1476.007722783966\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5174.666561696711\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 37142654129.983185\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6655.648555158561\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2265.878192837982\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1739.074753759758\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1487.8932333350026\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1480.3135274862639\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1483.0588391867973\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1477.9539587105073\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1477.7995551931208\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1477.8085198122158\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1477.7874420083554\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1477.7863060082313\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1477.7862744839185\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1477.786268284687\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1477.7862682853543\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1477.786268284687\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5177.10080083485\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 27868119130.758408\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6755.984459115454\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2196.2811421078595\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1741.4427131489904\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1486.8081686586715\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1481.7151598291507\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1486.1564579652384\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1479.1403747200611\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1478.9712001800676\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1479.0474752881755\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1478.9635722804992\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1478.9626015185995\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1478.962569004136\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1478.962561422097\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1478.9625614225088\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1478.962561422097\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5220.182861410818\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59247660353.1024\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6611.589827091077\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2343.7358934297454\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1738.9268318566467\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1501.1657048521934\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1484.710559738206\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1487.383746378603\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1482.738327979976\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1482.5627493846964\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1482.57820437613\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1482.5469939739198\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1482.545103651762\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1482.5449387074377\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1482.5448603200985\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1482.5448595884204\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1482.5448595884204\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5329.437018697056\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58671998462.329956\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6661.660925559201\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2412.809001178195\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1745.331276145657\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1487.1037953468149\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1519.3169687033921\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1484.8858130198564\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1487.4056424643268\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1484.2201919193758\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1484.193015243917\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1484.1797083823712\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1484.17233107129\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1484.1718858871563\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1484.1717579471901\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1484.1717534567283\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1484.1717534555405\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1484.1717534567283\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5328.46443036151\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59207665120.44136\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6713.841778302287\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2384.9512652313774\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1748.0322942534349\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1487.68556934941\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1491.0764662415534\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1493.9586997664437\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1485.7314295973026\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1485.5568704741597\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1485.54783451353\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1485.5478966295825\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1485.5472750350732\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1485.5470227947494\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1485.5470222886224\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1485.5470222886224\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5361.722087253795\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59370635989.11394\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6797.353852452007\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2403.41388307821\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1750.6635768314768\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1488.8382745356191\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1493.0946738386788\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1496.079428161288\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1486.9859215382564\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1486.8313605779554\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1486.8252722596142\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1486.8128758273192\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1486.8093231362873\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1486.8093175392478\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1486.8093166371518\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1486.8093166371518\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5357.4667937810955\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58947007861.61662\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6772.168128102507\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2398.2219010367835\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1752.497355612321\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1490.6660976099668\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1490.207236416422\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1490.2412358283168\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1489.008936261696\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1488.8204360869374\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1488.777185233845\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1488.7308299439528\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1488.7304884576215\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1488.7304628953425\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1488.7304617308528\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1488.7304617304312\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1488.7304617308528\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5278.200317666816\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59510774322.119125\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6738.849679815095\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2274.481594495938\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1749.8462172901131\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1502.7805239077918\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1492.6607409402654\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1495.809915083506\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1490.487091329869\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1490.3125421376599\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1490.3101990197063\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1490.3371089251627\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1490.306921184117\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1490.306584325353\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1490.3065744790185\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1490.3065718700414\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1490.3065718699975\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1490.3065718700414\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5259.568371731676\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59516916086.59004\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6748.730887166852\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2250.9970028033804\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1752.6345903567935\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1502.8207264800817\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1494.0495705669505\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1497.6919172101425\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1491.822838179728\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1491.6466558135392\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1491.816340526725\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1491.6400228803884\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1491.638572146546\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1491.6385082290792\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1491.6384976341778\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1491.6384976357517\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1491.6384976341778\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5236.475571964293\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59926724638.695\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6984.945031192496\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2167.23446654096\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1752.723303247279\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1503.9727606766373\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1496.0911263805467\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1499.6684345661938\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1493.8832248546073\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1493.7123632179741\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1494.0615328884555\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1493.6992162183728\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1493.6978757241707\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1493.6977840294796\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1493.6977760709472\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1493.6977756126666\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1493.6977756126666\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5221.714331476134\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 45550627505.90512\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7292.094714653509\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2122.8344146054005\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1755.3074737765237\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1504.9138808684847\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1497.559380718803\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1501.4029679443365\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1495.3252794871887\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1495.157427969587\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1495.4594645242005\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1495.1420462386006\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1495.1406345713997\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1495.1405348584708\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1495.1405270044293\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1495.1405266031445\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1495.1405266031445\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5221.841578022\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 29002187028.20298\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7879.452053814568\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2083.939198267783\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1757.9540601750714\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1504.4134092715967\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1499.0334116853319\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1504.1639276577462\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1496.585951028455\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1496.4211274074569\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1496.4729892538794\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 1496.386607495761\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1496.3861158633244\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1496.3860485317443\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1496.3860447767574\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 1496.38604418269\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1496.38604418269\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5227.767345714311\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60301131159.54875\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8024.58989575966\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2076.684384595578\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1761.172814911474\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1505.1286915020437\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1500.3839786948229\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1505.5101150561927\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1497.7505824411146\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1497.585701496316\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1497.63187706918\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 1497.5511208666535\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1497.5506514429956\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1497.550598135968\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1497.5505937136302\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 1497.5505931739128\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1497.5505931739128\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5236.090875134331\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60423838940.050934\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8340.145312491268\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2062.7138414256306\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1764.5872253297225\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1505.5250582868384\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1501.8035561974002\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1507.2559527647495\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1498.9011366504799\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1498.7221142952421\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1498.7657528497716\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 1498.6877910614062\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1498.6873529881914\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1498.6873150517467\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1498.6873100222776\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1498.6873100232297\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1498.6873100222776\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5242.90859992159\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60415474158.44917\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8330.34962232044\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2064.5888782619386\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1767.5911394733353\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1506.7712816325557\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1503.0567458821024\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1507.5611555038709\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1500.105327696294\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1499.9236067992815\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1499.9915966839174\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 1499.893256863597\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1499.8928133317686\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1499.8927772074712\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1499.8927722247472\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1499.8927722256165\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1499.8927722247472\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5241.0434701847025\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60031754066.13084\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6858.5530494077675\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2189.664148855103\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1766.5369994365465\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1511.2032737459192\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1504.5039299577543\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1507.6582531509773\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1502.095217927727\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1501.9177107995183\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1502.278072998313\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1501.9058934556804\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1501.9048422981507\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1501.9047705620706\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1501.9047616813987\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1501.90476123942\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1501.90476123942\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5248.930859389766\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 34122373581.11689\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6732.098369171882\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2270.854472581923\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1769.7454762523944\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1514.9528497155588\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1505.369791657344\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1507.3370910878966\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1503.1633408076348\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1502.9923568998588\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1503.0157967869197\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1502.9879979605537\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1502.9847055178038\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1502.984610830343\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1502.9846075694131\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1502.9846075708788\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1502.9846075694131\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5257.760296186376\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59390413152.06975\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6752.0296447867995\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2241.1659474953312\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1773.36433197064\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1514.5816632465762\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1506.5602260833691\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1508.6727948132777\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1504.2527593447576\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1504.073791294113\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1504.1800897109126\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1504.0693189019048\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1504.0663861275734\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1504.0663184296948\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1504.0662939777555\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1504.0662936003096\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1504.0662936003096\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5263.826087684563\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59432988056.14257\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6742.293511377958\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2276.6877895141965\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1775.5270738954866\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1516.6667902758359\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1507.9658413980005\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1510.0585849046847\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1505.6685405017424\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1505.490872244799\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1505.5035286237915\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1505.5156193553512\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1505.4841717330473\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1505.4841008466667\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1505.4840970470048\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 1505.4840964740815\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1505.4840964740815\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9935.767622100768\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 15555240277.20306\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6803.749698250047\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2392.560518219088\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1825.694283250819\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1546.6243559558466\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1509.0562375351496\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1509.967436344316\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1507.110618635602\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1506.7636150844764\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1506.7427548267692\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1506.7412796265635\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1506.739785924081\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1506.739751056753\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1506.7397403858329\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1506.7397400411799\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1506.7397400411799\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5278.442959821261\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59540696153.62108\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7216.66270062713\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2136.0025456398253\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1776.1007166906047\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1517.4678556952745\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1511.5383053667276\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1514.5436537008882\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1509.0647018540806\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1508.884877276258\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1509.2213600678124\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1508.8688089410898\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1508.8675180318562\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1508.8674353715405\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1508.8674249228602\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1508.867424423026\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1508.867424423026\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5290.276998472504\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 33132041736.784176\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7811.535753185572\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2097.8726255843962\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1777.9608856408565\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1518.477747301136\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1512.923177458961\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1515.5383313294492\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1510.4043894372342\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1510.2261476784242\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1510.5259748648082\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1510.2092316871276\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1510.2077911052384\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1510.207706906701\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1510.207696246442\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1510.20769580133\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1510.20769580133\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6445.3386044562985\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 20463955225.799717\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8189.094111310957\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2090.0803460868715\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1806.7918029483483\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1518.3932979721258\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1514.0359880466294\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1513.3224720767298\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1511.4203582107107\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1511.257948028127\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1511.3671240502513\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1511.2511786731611\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1511.2501702283269\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1511.2501267308119\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1511.2501162624073\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1511.2501162632714\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1511.2501162624073\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 60425.15501236434\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 46918150695.37571\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8077.453296333502\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2117.6613028005186\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1824.491751282944\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1520.1182088336236\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1515.122057263634\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1513.52313861695\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1512.5983743240936\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1512.441921185214\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1512.437414259486\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1512.4369622937045\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1512.436517273794\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1512.4363697248748\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1512.4363552207499\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1512.4363542444032\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1512.4363542444032\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 60629.59675735334\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 30486035766.007523\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8457.586754006592\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2101.834679554361\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1826.919057899196\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1520.9372684374184\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1516.256438245599\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1514.5843871098548\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1513.6746706697354\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1513.5160080112394\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1513.511963970876\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1513.5115847929208\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1513.5108854324158\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1513.5107573424839\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1513.5107405877875\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1513.5107398380517\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1513.5107398380517\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 60963.22875724791\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 54549178820.54181\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9428.527893170496\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2068.887966598387\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1828.9581254123946\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1520.9590608323542\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1517.6590412445096\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1515.6360165654069\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1514.7751901415118\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1514.615376968204\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1514.6113679417244\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1514.6109119211405\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1514.6109832248935\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1514.6108321743668\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1514.6108210371308\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1514.6108210376317\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1514.6108210371308\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 66877.37452444297\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 45831027598.29849\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12808.376383184914\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2025.4473831887153\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1847.7041133639937\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1520.1313924999668\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1519.9206029882175\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1516.7334849805945\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1515.925593213052\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1515.703693840361\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1515.720108783849\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1515.6742505456052\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1515.6729676858367\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1515.6729650797006\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1515.6729623429765\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1515.6729623424906\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1515.6729623429765\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 78111.50760506355\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 34078803597.846973\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 31474.32921034455\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2001.4173904643862\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2015.7296528406555\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1583.757521385397\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1519.3477227088756\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1534.8388411078372\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1517.1655097230212\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1516.7646270781445\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1516.6484210715298\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1516.652226725959\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1516.6389687104206\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1516.6387847194494\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1516.6387725940294\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1516.638767666861\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 1516.638767251659\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1516.638767251659\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 89152.94084672745\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 26679047615.15122\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 266599.3990117289\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 1947.1535770178148\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2035.2664630634094\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1567.1127276062757\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1520.4695982384426\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1544.179629066678\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1518.1524976774817\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1517.7546686635242\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1517.6983421652862\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1517.6974923118364\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1517.6906993575735\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1517.6906542110828\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1517.690369280401\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1517.6903682957\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1517.6903682957\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 74149.3892577028\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 23461892713.31526\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 14276.275976459528\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2059.9794024563807\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2005.8035804332276\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1598.4777961654004\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1521.9752126086341\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1534.566194085484\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1519.9475184389876\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1519.6829343918564\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1519.4122382202102\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1519.3996318769596\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1519.3861709145513\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1519.3858028415543\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1519.385729860487\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1519.385723546723\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1519.38571913021\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 1519.3857191302\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1519.38571913021\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 66094.56971905843\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 47849779109.763306\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12090.217934418037\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2037.4688733110781\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1848.4651466436628\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1525.6599423332214\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1525.3428584137828\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1522.1925599757767\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1521.3129030487012\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1521.0936397475075\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1521.1056005174412\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1521.0625727532674\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1521.0609621662816\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1521.0609586173712\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1521.0609532292567\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1521.060953228834\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1521.0609532292567\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 73881.45884111429\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 38799737064.5215\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 18394.64133594574\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2046.8559258527835\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2011.3433518651677\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1602.6394022342704\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1524.7485972450074\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1535.7902329997264\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1522.7798543990016\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1522.5211374117914\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1522.1680313293518\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1522.1454942551115\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1522.1340343215093\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1522.13314425047\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1522.1329458171872\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1522.1328990682962\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1522.1328946538042\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 1522.1328946532904\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1522.1328946538042\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 89519.06547179735\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 26084521399.596916\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 103374.50914633035\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 1956.9250881810615\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2036.9434659505753\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1573.3879406755843\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1525.9121439842088\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1550.9927225293457\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1523.5145071245047\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1523.1529413087328\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1523.08223133737\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1523.0801608069482\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1523.073649856919\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1523.0736403033566\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1523.0733243034774\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1523.0733232619953\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1523.0733232606815\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1523.0733232619953\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 108758.67112612126\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 14786960113.04929\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 661527.3082097648\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1845.821261716001\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2094.166490542783\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1594.1330256732933\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1526.4504290428517\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1566.6567879065492\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1525.5584171475666\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1524.266436119453\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1524.133162256851\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1524.0777869862927\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1524.0738524223577\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1524.0695608270657\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1524.0688229660868\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1524.068742551928\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1524.0687398905498\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 1524.0687398905989\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1524.0687398905498\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 63973.578512604916\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 35808940562.692825\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7092.516600619454\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2202.744423157194\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1847.3708086962354\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1536.3993832007045\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1529.6719289520138\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1528.7343324821973\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1527.3194796041976\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1527.1575977042062\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1527.1512976797376\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1527.1508598513888\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1527.148525375493\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1527.1483010351665\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1527.1482973450454\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1527.148295980509\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1527.1482959804077\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1527.148295980509\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 64768.29427489641\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 51974985709.765366\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6716.159384923911\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2513.685097057233\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1859.969600832035\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1530.414284270187\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2357.1696059121996\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1530.2060474937957\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1528.5697714175667\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1528.481543789365\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1528.464640991308\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1528.4553861689062\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1528.454592921291\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1528.4544489326481\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1528.4544362925637\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1528.4544327059707\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 1528.4544327043363\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1528.4544327059707\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 65129.521810477556\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 50801270621.461716\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6857.599458008721\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2500.3774564671453\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1861.4902601308834\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1532.6384622654523\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1535.2791173887103\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1530.1714054344554\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1529.7994230440543\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1529.6951806594413\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1529.6759105533322\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1529.664914603478\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1529.6645201307483\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1529.664434866227\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1529.6644348668092\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1529.664434866227\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 65748.72533733275\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 51334528800.743355\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6785.372257322848\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2445.558692315788\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1865.1904235136499\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1565.7654962589058\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1533.0339350447225\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1533.4283254508277\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1530.986573701452\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1530.6874033281651\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1530.6645624742043\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1530.6626670314395\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1530.6603348864382\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1530.660266881219\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1530.660223937628\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1530.6602231815266\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1530.6602231815266\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 66380.04003500342\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 13540931492.685204\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6787.281444974036\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2443.10657771128\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1867.9454682296025\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1585.1313978198943\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1534.1476241896971\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1535.6717460421266\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1532.1210167320464\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1531.843146935456\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1531.8202806687495\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1531.818473889155\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1531.816856875549\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1531.8167636904418\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1531.816718830314\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1531.816717937588\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1531.816717937588\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 77236.72396018583\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 38352744393.74274\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 7121.01854271583\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2485.80187907941\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2005.5653227308321\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1616.792107240296\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1535.1879128600738\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1555.0783466104535\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1533.0527522787443\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1532.9211204975918\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1532.7592549369901\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1532.7657464776964\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1532.7427287186235\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1532.7421312987494\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1532.7421231962228\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1532.7421190935636\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1532.742119093734\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1532.7421190935636\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 70062.3274250557\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 45847391786.693726\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 7210.846635792387\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2570.8436451033276\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1995.9133690040449\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1636.6436857974809\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1537.102097900523\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1551.9333987612167\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1534.8106307392347\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1534.3933330976542\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1534.3661140566714\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1534.3613697077137\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1534.3766544423065\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1534.3547714936299\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1534.3546682372967\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1534.3545636473048\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1534.35455720073\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 1534.3545559904362\n", "Iteration: 19, Func. Count: 169, Neg. LLF: 1534.35455599049\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1534.3545559904362\n", " Iterations: 19\n", " Function evaluations: 169\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 82664.23016287784\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 33830634882.089775\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 8303.807504804654\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2230.675629091068\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2017.8859772200021\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1603.7245437813735\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1537.8344016280853\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1560.8778965776678\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1535.6203342088284\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1535.3649007881672\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1535.3016717259084\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1535.303180170736\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1535.2958973383088\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1535.2957348068735\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1535.2956557908674\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1535.2956545392285\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1535.295653172152\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 1535.2956531722489\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1535.295653172152\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 99496.95688788424\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 23773239552.75164\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 12618.105641269249\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2084.6391893809273\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2042.2814213402576\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1553.3124133846036\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1538.7745882493198\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1561.8943241904615\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1536.7171241458077\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1536.3084185132798\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1536.2692679368608\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1536.2712792456932\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1536.2631653890169\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1536.2608141386863\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1536.2605697681772\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1536.2605671740014\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 1536.260566410267\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1536.260566410267\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 93435.35674113099\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 26065591702.050335\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 10263.347483553604\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2119.065609775683\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2034.736280584645\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1566.3327080310219\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1540.2644000765854\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1567.2022558383405\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1538.1404383719153\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1537.768369475372\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1537.717256135536\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1537.7186840040972\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1537.7102250016867\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1537.709777647959\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1537.7096006452819\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1537.7095953628086\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1537.7095941761088\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 1537.7095941764992\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1537.7095941761088\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 82208.17722608632\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 33051020504.138344\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 7162.227064948502\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2531.610646253058\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2014.5801910110167\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1613.084008466266\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1541.7480927259357\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1565.8431810331108\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1539.5954147243147\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1539.3846329117687\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1539.3130696163175\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1539.3259052787594\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1539.3011705376541\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1539.3008087785615\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1539.3008032461917\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1539.300800566935\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1539.3008005658494\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1539.300800566935\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 103145.41056187765\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 21931868667.26738\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 9576.547084909931\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2139.8078405513534\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2045.6400398587614\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1554.2685529416492\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1542.6808089721608\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1562.9752149481033\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1540.6347906317078\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1540.2473331983356\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1540.2149298077816\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1540.2319065753004\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1540.2031552764515\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1540.2020309744246\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1540.201813550987\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1540.2017780893393\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1540.2017778049983\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1540.2017778049983\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 125720.92001105795\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 13704094478.946323\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 26847.487917360944\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1976.9135998896445\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2100.851350393598\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1575.910389639837\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1543.4202769635435\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1575.1053885186045\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1542.2618257503846\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1541.3501846970644\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1541.3609934186397\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1541.3714424397979\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1541.2536538144645\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1541.2489994160383\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1541.2489217816624\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1541.2486262348643\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1541.2486262371676\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1541.2486262348643\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 180412.28766167953\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 7157781504.144564\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 4341199.672560538\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1937.458407582987\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2029.4289603856464\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1552.7433867282828\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1545.3143256308372\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1565.2059799284707\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1542.9353260273242\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1542.3085128319376\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1542.1801918177948\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1542.1690344518815\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1542.1652018993882\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1542.164513782826\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1542.163220547657\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1542.1631841587123\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1542.1631812753712\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 1542.1631812747576\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1542.1631812753712\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 93780.6274032976\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 26482243227.075886\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 9640.630002817787\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2144.5151280735454\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2040.240207065654\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1577.914285084754\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1546.9073695402985\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1571.7930990568489\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1544.5982037983276\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1544.3037450181005\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1544.2582661483766\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1544.2585415925103\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1544.2540419757772\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1544.2537844225355\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1544.253741141173\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1544.2537396008695\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1544.2537384523382\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 1544.2537384525401\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1544.2537384523382\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 125851.57001361116\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 13780502811.167938\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 114086.98093700933\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 1922.2176539256914\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2112.1680244703766\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1586.6609276966283\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1547.3851795865328\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1575.72694427141\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1546.1968862774384\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1545.2272266680345\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1545.1604707560427\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1545.2500920054572\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1545.1304537281108\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1545.1273989838237\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1545.1266347778076\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1545.1264729657507\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1545.1264692950622\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 1545.1264692941068\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1545.1264692950622\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5469.336640935338\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 18974735175.182827\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6644.585658653044\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1983.1561197752644\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1808.1534653811873\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1551.9381270466176\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1552.3852224183343\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1575.3014600089668\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1550.3048756512312\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1550.722660983899\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1550.213546864526\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1550.2127657926596\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1550.212749959594\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1550.2127490770256\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1550.2127490770256\n", " Iterations: 14\n", " Function evaluations: 132\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 65329.907905638654\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 55608150553.64434\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6885.17004922412\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2550.850718815238\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1840.8230374642533\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2227.7567859050846\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1552.31359480431\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1551.843973033887\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1551.2980017882765\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1551.7752831248717\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1551.233471067933\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1551.2333136067325\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1551.2333063076956\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1551.2333055730078\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1551.2333055730078\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 65019.58361617282\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 44339747901.178635\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3685.804394432538\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2254.184053510681\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1849.6676002776226\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2214.196712388383\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1553.2951270841932\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1552.9215352308179\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1552.4469745409574\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1552.58396782284\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1552.4058074355182\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1552.4057069708786\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1552.4056992091012\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1552.4056969281892\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1552.405696928321\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1552.4056969281892\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 64959.76201392585\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 39418313002.383064\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3917.4392509912796\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2562.4595200256053\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1845.5869518733498\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2226.095892843906\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1554.4701152671857\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1554.068839756981\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1553.5930928707007\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1553.8655804559764\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1553.5416254066843\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1553.5413372337807\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1553.5413244913634\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1553.5413232731967\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1553.5413232734766\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1553.5413232731967\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 64991.10801435546\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 55773132878.36804\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3641.9485395460397\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2320.731914422764\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1852.3847808849769\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2215.687646837071\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1555.527607633383\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1555.2347889221396\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1554.714460113262\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1554.8594890781726\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1554.66670502261\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1554.6666428481035\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1554.6666417869583\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1554.6666417865488\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1554.6666417869583\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 65026.65280516508\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 48523817595.785446\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3622.3099050202572\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2375.7311214477645\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1853.915467080582\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2215.719066434007\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1556.523810848858\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1556.255618595554\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1555.728758167028\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1555.8941901022517\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1555.678881338746\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1555.6788147853797\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1555.6788110519756\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1555.6788100977915\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1555.6788100977915\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5528.10997557566\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 48662898462.38208\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6101.425281634558\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2570.1412152417624\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1803.1932390102374\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2413.106820521185\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1560.30345701943\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1566.56549006463\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1559.2719932056784\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1559.222154220583\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1559.1812752291821\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1559.1732269497688\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1559.1731026107987\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1559.173091806087\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1559.1730905062911\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1559.1730905065785\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1559.1730905062911\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5512.5329249532715\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 41990474295.93133\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5832.742991484231\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2626.584125735623\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1805.1094855307676\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2383.1161496796467\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1561.4655095730936\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1567.709623765059\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1560.375236703831\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1560.3433081474486\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1560.2677240839948\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1560.2591137107233\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1560.2589932623878\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1560.258982730735\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1560.2589818146312\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1560.2589818146312\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 64326.56774325191\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57462953306.60863\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6552.471506025968\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2627.11084035347\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1844.9490683158965\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2200.505225002759\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1562.4499689520449\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1561.9878685168833\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1561.5103901866173\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1561.7755902743174\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1561.4702029270684\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1561.4697803454947\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1561.469762794297\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1561.4697604551584\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1561.4697604554294\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1561.4697604551584\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5530.039207767855\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60890047257.81551\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5841.130550161592\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2628.3461879589318\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1808.2097561981047\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2382.8832920340337\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1564.5053298382327\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1570.672148392316\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1563.4010402498948\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1563.340934244303\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1563.316445563354\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1563.2966949536076\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1563.2964446428048\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1563.29642827463\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1563.2964254954748\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1563.2964254958715\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1563.2964254954748\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5602.921815827902\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60414687525.35421\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4640.802268811671\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3026.3819190644977\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1809.9346499151945\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1576.2413080416504\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1566.4484232079108\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1567.834624248862\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1565.1281506681348\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1564.9578001531966\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1564.8044797385617\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1564.8026432259574\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1564.8020194013866\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1564.8019735590597\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1564.8019724823162\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1564.8019724824128\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1564.8019724823162\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 65607.09451580957\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 25208307998.425877\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4901.57699706163\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3093.972588890566\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1849.2543019227978\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1573.3900233180245\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1566.8380069801012\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1567.886010580498\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1566.0372375503746\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1566.962970624434\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1565.9443047954642\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1565.9438529593833\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1565.9438186153689\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1565.9438144503195\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1565.9438144508138\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1565.9438144503195\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 65872.93420668054\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 55880289920.496124\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4733.0892185872935\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3176.5148937561385\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1851.8642517189633\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1572.639332154068\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1567.722951751725\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1568.8160191309169\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1567.2454093010874\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1568.0565743470042\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1567.115008908008\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1567.114361792398\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1567.114348752788\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1567.1143476818002\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1567.114347682221\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1567.1143476818002\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 66035.26071711609\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 26977832787.655525\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4574.129222638401\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3290.7682637955095\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1854.733929596701\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1572.78503542735\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1568.6967432919525\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1569.9131187415842\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1570.7288750695611\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1568.2528542252217\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1568.234900338288\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1568.234224229343\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1568.234084583607\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1568.2340829232792\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1568.234082924835\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1568.2340829232792\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 66017.18876603924\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 56151431354.55519\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4277.915495100557\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3623.952676129883\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1856.6380190273267\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1574.4879741944346\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1571.7852955211997\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1571.23552216675\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1569.8222946560727\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1570.27430413101\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1569.739825589148\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1569.7394195012025\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1569.7394131565156\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1569.739412755089\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1569.739412755089\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5571.496018321632\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60322513484.85577\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7672.952528466919\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2402.034141104937\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1814.161496489036\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1590.3694675924096\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1574.516806189806\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1580.505566604263\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1572.8776963333\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1572.4226661931161\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1572.411543574282\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1572.4123522996824\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1572.4105671243556\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1572.4105484608422\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1572.410548460663\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1572.4105484608422\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5584.282357915333\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59960855182.045135\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6660.491391423151\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2534.1879444712536\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1820.0418343024508\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2501.850400385473\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1574.7367723178195\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1581.1869928624242\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1573.644635345713\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1573.5315801737256\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1573.5426292329844\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1573.5271040908526\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1573.526769776806\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1573.5267686527973\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1573.526768653347\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1573.5267686527973\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 66966.53636749974\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 55608813338.96984\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7103.498814205053\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2601.0009007199315\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1854.7684903995516\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1596.972715848208\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1576.1878582550396\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1577.567620391563\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1574.7015260132857\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1574.883286845662\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1574.6898089496945\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1574.6453891094302\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1574.6453710086826\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1574.645366609835\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1574.6453666097075\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1574.645366609835\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 67081.17808687736\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 24332015038.10707\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6877.31276515147\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2608.2983503715895\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1862.9081709052612\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2220.627389122198\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1576.9987768901917\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1576.4616677609647\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1576.0998950885537\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1576.568657072989\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1576.0651404366206\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1576.0639165722328\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1576.0638813222665\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1576.0638768857195\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1576.0638768855415\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1576.0638768857195\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 67235.62766523856\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 36515331173.855095\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7223.176803678214\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2589.432376571409\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1858.9466169241666\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1609.9060411822923\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1578.4545288958143\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1580.088146666862\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1577.1404722775692\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1577.3431341286391\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1577.1272335367623\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1577.085219795579\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1577.085206082112\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1577.0852021702103\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1577.0852021702244\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1577.0852021702103\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 67300.74979859112\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 34642378021.52681\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4447.961988512344\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2595.61914428639\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1862.1964063821135\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1627.5829199376487\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1579.3598957568574\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1581.295165049555\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1578.2189090485729\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1578.425839114391\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1578.2058362128287\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1578.1674615346524\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1578.1674484026134\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1578.167444366899\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1578.167444367055\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1578.167444366899\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 67417.4604377466\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 17169249585.627472\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4258.69612058253\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2583.9670376620315\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1865.4305895008115\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1662.0596941902363\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1580.232154393222\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1582.3736996141815\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1579.1891865473135\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1579.4173105665254\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1579.1725987452057\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1579.1373768399667\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1579.1373666447732\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1579.1373637743832\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1579.1373637745369\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1579.1373637743832\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5655.112592472606\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 26134467771.190804\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12621.03833510629\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1928.8707763953864\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2688.8755568072656\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1584.9979448228314\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1585.570621195192\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1609.053833163664\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1582.6756977825755\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1582.637504683652\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1582.6701754038104\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1582.6180768479524\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1582.611409014292\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1582.610695310656\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1582.6106903112793\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1582.610688108169\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1582.61068810798\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1582.610688108169\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6839.727760331402\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57733932231.76561\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6786.0149399726215\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 1949.409898483529\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1593.2914441022951\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1585.11955524992\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 3284.010295622271\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1586.0166957530496\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1583.7188604489784\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1622.9697489556502\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1583.6232157593745\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1583.6193045675132\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1583.619070768339\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1583.6189487568518\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1583.618946216945\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1583.6189462169953\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1583.618946216945\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 66376.1365861858\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57814825414.98947\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6749.137492347261\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 1915.334827538587\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1647.7998342505155\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1588.692592612354\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1591.1787353184368\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1600.3805501371185\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1585.6046195696827\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1584.7907436628811\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1584.78027969627\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1584.758723515351\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1584.7574696351298\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1584.757369604728\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1584.7573624193183\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1584.7573616845657\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1584.7573616845657\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5916.358455956417\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58923588763.62838\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20974.311323700113\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1936.3494459380172\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2516.9456386464126\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1609.8230294578595\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1587.7092590146676\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1593.3429719482392\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1586.7478868682997\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1586.6500845693738\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1586.6501610426692\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1586.6441053243352\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1586.6413416316457\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1586.6413210230635\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1586.6413206346438\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1586.6413206346438\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5769.194638099284\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60251637319.98956\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11114.882090570225\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1938.658866996023\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2732.9091508707806\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1591.785895106444\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1590.4609166261025\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1602.2098025423848\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1588.8123708076366\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1588.7506846448869\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1588.7651067397564\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1588.73877436214\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1588.7362372123257\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1588.7361748348958\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1588.7361748360067\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1588.7361748348958\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5755.961969210466\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60299414468.95938\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11734.363574379164\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1940.1900713932387\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2727.08346246618\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1593.807893926419\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1591.6430046661912\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1602.2311194516913\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1590.5333644959571\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1590.0768937962603\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1590.028053707278\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1590.0239870300584\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1590.0234127217755\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1590.0233151577427\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1590.023312845175\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1590.0233128464552\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1590.023312845175\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5790.051981283627\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60254588047.996284\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9855.757182176945\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1942.7816546009722\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2794.5609188359913\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1594.1277138051041\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1593.8187659386167\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1603.801261636687\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1591.8676561156926\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1591.8153959317788\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1591.7826999971323\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1591.7806892288252\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1591.7805107133836\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1591.7804274296943\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1591.7804249255305\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1591.7804239428378\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1591.7804239428378\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5794.965283905336\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60395864206.27882\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11279.813140293267\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1944.1277104869187\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2775.7754819854163\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1596.6837625717267\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1594.4821357136757\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1605.5627960618658\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1593.4270973605917\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1592.9319435960756\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1592.88160314897\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1592.8780493929728\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1592.8775946147352\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1592.8775183877488\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1592.8775169506548\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1592.8775169516593\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1592.8775169506548\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 68510.83838158281\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 56114330233.35957\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6413.083752075707\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2070.5395097535047\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2098.778127601311\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1595.5141567331661\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1597.8492304808071\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1594.3099998073708\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1594.1689126375966\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1595.1537473410278\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1593.966899294834\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1593.9638629630967\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1593.9637170573876\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1593.9637140557031\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1593.9637140568123\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1593.9637140557031\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 68735.35360038343\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 24023293860.546978\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5994.639934711746\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2050.355654739736\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1611.4171910769978\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1599.0397415508905\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1596.590608422332\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1663.531795795635\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1595.2300484631596\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1595.1049528481135\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1595.1030498262844\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1595.0967532386603\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1595.0966264102915\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1595.09662367225\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1595.0966236725963\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1595.09662367225\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 69048.0410740986\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 55643903254.47484\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5348.9630222244705\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2255.8198168395124\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1954.225970238358\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1622.1857320565937\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1597.3575245661964\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1596.4396401179874\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1596.1827533123367\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1596.2966179981754\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1596.1102382118129\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1596.109637745328\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1596.1095632636507\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1596.1095624449974\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1596.1095624449974\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5828.2590244073535\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 47733349571.52087\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14380.968213042237\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1950.736024068718\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2618.0486352642383\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1606.0392966612467\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1600.5737617242225\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1607.7557739945016\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1599.7792512981152\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1599.153129816001\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1599.1324237521662\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1599.1287505847176\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1599.1262126711968\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1599.1261485197485\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1599.1261432436236\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1599.1261432437109\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1599.1261432436236\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5749.1073412772685\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60226199698.479645\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17717.12159810639\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1953.6707535472199\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2505.4466380863532\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1612.4865280552553\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1602.0461215977084\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1609.5724627790123\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1601.0557378105336\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1600.7379073718807\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1600.7310889544358\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1600.7279565349554\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1600.726991259972\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1600.726924700485\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1600.7269227808517\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1600.7269227810666\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1600.7269227808517\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5818.086242876036\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 55647404365.27121\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14337.188469646802\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1955.7834644348084\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2610.8588110832707\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1609.2344455610498\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1603.8941053301633\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1611.0292884780804\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1603.2167408913717\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1602.4395608047816\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1602.4116468456255\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1602.408395229709\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1602.4053666883651\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1602.4053028025442\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1602.405296742864\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1602.4052964020689\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1602.4052964020689\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5826.847888235259\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58640495422.92703\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15265.234523472562\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1958.1915837108963\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2608.9812748635595\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1613.1500384285391\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1604.8381788818292\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1612.2248094690817\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1603.8729365215968\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1603.5117580728415\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1603.501946591295\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1603.499309677637\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1603.498063624104\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1603.4980171935943\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1603.4980145584568\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1603.4980145588315\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1603.4980145584568\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6097.219278379377\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57561878800.14047\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16844.072831256377\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1960.3242572015013\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2663.233615296826\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1622.507036236846\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1605.6592253844306\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1612.050284754342\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1604.7107333272186\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1604.5890678501025\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1604.5887146717764\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1604.5880707444408\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1604.5860886235125\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1604.5860500268848\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1604.5860489982924\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1604.5860489994216\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1604.5860489982924\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 70083.75694400203\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 51482345176.78012\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18070.349273451346\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1984.9228274175698\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3048.920884060843\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1697.57813907228\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1606.5840369722068\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1606.0592091527058\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1605.6548469547308\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1606.1565761292404\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1605.6344117983642\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1605.6325990082323\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1605.6325314167598\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1605.632502151861\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1605.6325021530201\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1605.632502151861\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6053.728701305182\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58417166996.09112\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14995.786531959711\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1964.3716168114108\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2721.295551456046\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1621.186066533216\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1608.6794139784126\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1615.625191877176\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1607.7125826642355\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1607.5690926297925\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1607.5670110954625\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1607.5668944725317\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1607.5666448721481\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1607.5665940923936\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1607.5665924323123\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1607.5665896388632\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1607.5665896387745\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1607.5665896388632\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5985.322564841063\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 25058408921.48114\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7835.335268236407\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1970.0069671838526\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2897.6779126228457\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1610.526465314447\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1619.8006794320195\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1610.3270806632204\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1609.8286400075674\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1609.7328492428783\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1609.695898872865\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1609.6881986694361\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1609.6880837271171\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1609.6880811265619\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1609.6880811266506\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1609.6880811265619\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5984.762286827203\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60707765930.76266\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9513.125333344418\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1970.9452207878733\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2872.7497733013756\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1612.3550430854361\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1614.630379048349\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1668.2212256199102\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 1611.4365798606868\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 1610.805540527858\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1610.7758995912627\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1610.7746069697978\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1610.7742549926002\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1610.7742101107137\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1610.7742055023689\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1610.7742055035505\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1610.7742055023689\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 70137.54122348249\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 35240314847.85666\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10589.886758604589\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1992.1118744593928\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3541.5225280973636\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1618.2628370769767\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1613.4549660476712\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1612.1860918649297\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1611.9854575773306\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1612.370796737078\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1611.848358852676\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1611.8460127390558\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1611.8455658549108\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1611.8455353661307\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1611.8455348001407\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1611.8455348001407\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 70133.5039910911\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 38178011330.11763\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10154.429090764283\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1993.3027172762713\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3645.9407159712846\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1618.6531695544631\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1614.5219549197182\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1613.2389155881967\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1613.0156539194259\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1613.4175097165944\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1612.8773098982579\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1612.8750746563082\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1612.874792157062\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1612.8747601582525\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1612.8747601573718\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1612.8747601582525\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 70132.32484984232\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 36893926983.65055\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9861.706523462624\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1984.025758133053\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3746.2454659098257\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1619.1831097021927\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1615.5488512551783\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1614.259934628846\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1614.0041449847165\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1614.3001444030867\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1613.8641408953094\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1613.8621437883005\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1613.8619057741862\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1613.8618783810398\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1613.8618783805537\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1613.8618783810398\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5901.680876968032\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 35694442443.69566\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 27732.018910572835\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3749.3530656876123\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1824.567829562499\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1620.6989468601828\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1655.2826450629707\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1621.6455244619644\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1619.0837366292244\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1620.956540024743\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1619.0676639361986\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1618.9550125513044\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1618.9511082550748\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1618.9508806877952\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1618.9508639187384\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1618.95086392089\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1618.9508639187384\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5905.153196691304\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 30147911213.919273\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 24247.65444777403\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4011.925524437898\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1985.0131369607464\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1621.5083832306505\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1628.904338049035\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1620.2332366062203\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1620.2027883152555\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1625.5720208210796\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 1620.0773257689234\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 1620.0465220399801\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 1620.0462439839714\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 1620.0462196874291\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1620.046219687215\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1620.0462196874291\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5914.0211006349855\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58469327097.75434\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25424.98733842351\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3922.184138654257\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1907.7446123185196\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1622.749015383722\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1629.4157755540864\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1621.5862179032279\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1621.4248789079154\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1621.4286053110857\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1621.251464505891\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1621.2204923192871\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1621.2179741026032\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1621.2178598018531\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1621.217849583652\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1621.2178495855921\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1621.217849583652\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5891.7772918793125\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59450136440.55613\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 24311.067689719825\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 1992.6098445705552\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1634.3547936227078\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1636.6560544619986\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1631.3493234297514\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1631.5198192961873\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1627.0620680603627\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1625.741854106414\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1625.5776245067857\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1627.9504192389663\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1625.521459504383\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1625.5194551930213\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1625.5192236225475\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1625.5191992947125\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 1625.5191984357334\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1625.5191984357334\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5889.658083452878\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 55366849973.39046\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 27608.60125387995\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3745.781895414412\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1837.9414689571554\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1628.3872836928904\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1638.2244619764647\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1628.1080555879062\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1627.5047944136777\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1626.763555968106\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1635.3642651794362\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 1626.7441888844294\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 1626.7298703951965\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 1626.7293980694574\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 1626.729382825843\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 1626.729380882385\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 1626.7293808858678\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1626.729380882385\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5895.098839033348\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60140828019.555786\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 26509.452101678122\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3827.684327622078\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1920.1512810096226\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1629.836895111931\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1652.5111119545118\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1629.017731289241\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1628.2805120540543\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3067.817075870161\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1628.1460405026858\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1628.0961500387812\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1628.0929529671762\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1628.0924653033687\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1628.0924551721805\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1628.092450992865\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1628.0924509982706\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1628.092450992865\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5904.03922401439\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58627658273.32953\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25742.869176498112\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3890.3284656484025\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1874.3676625860783\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1631.0959930274994\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1638.7736290609441\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1632.905516831919\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1629.5431627172602\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1645.0496336405126\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1629.5044339763856\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 1629.3633193668466\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1629.3615080472177\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1629.361361532744\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1629.3613571600163\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 1629.361356600782\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1629.361356600782\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5909.612368083561\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 41845610253.21805\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 26095.452087482874\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3869.9965885831607\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1928.550019532463\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1632.3986785815182\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1655.776173652812\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1631.3320544754633\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1630.7347064669455\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1767.4470997612057\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1630.6355126534804\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1630.6168215965768\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1630.6153000679305\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1630.6150915130993\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1630.6150832154894\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1630.6150818307956\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1630.6150818350056\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1630.6150818307956\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5915.465781162702\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60259812260.93292\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 27012.768642543066\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3812.5327643903315\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1919.116659089899\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1633.5833204413789\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1656.372294826002\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1632.4384353008552\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1631.87117147326\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1677.9101730481725\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1631.7903494469592\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1631.7838031982942\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1631.7806166246228\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1631.7805202704649\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1631.7804975718068\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1631.7804974593691\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1631.7804972401977\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5925.332200340972\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 21790632204.536144\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 26848.72958339647\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3826.049835125462\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1940.9355311545708\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1635.1095291138015\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1663.1563134437185\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1633.8308864425885\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1633.7776884967507\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1633.3280073860833\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1633.2847972081813\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1633.2762370106852\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1633.2757011844353\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1633.2754463639976\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1633.275427054792\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1633.275424316977\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1633.2754243215372\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1633.275424316977\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5993.830275928332\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 31852239852.695385\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18189.09582733621\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4681.478255675536\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2008.1317652521775\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1638.3217715899873\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1705.3126504557572\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1636.9675909509292\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1636.6333513639502\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1636.5443856120137\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1636.4578147592138\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1636.4531976526205\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1636.4495203631038\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1636.448957204823\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1636.4489155776491\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1636.448913366065\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1636.4489133719335\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1636.448913366065\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5799.4190740445565\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 38850874758.517105\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 69505.38566617593\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2013.0673795082914\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2076.517472123687\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1643.1417346674002\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1747.3336234476365\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1642.974599254404\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1641.8130766440254\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1640.9668614704135\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1640.7931505029437\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1640.7312650226108\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1640.7285307969155\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1640.7280519003994\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1640.7276219632531\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1640.7276177439185\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1640.72761774869\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1640.7276177439185\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5798.402039244641\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 30636831516.392563\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 49886.72607193855\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2018.2527108706195\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2152.143367023402\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1644.187000020316\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1763.7900292161337\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1643.769504555933\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1643.2517762249668\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1642.376907411432\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1642.3912203416078\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1642.2394625318589\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1642.225513024644\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1642.2253961964118\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1642.2243725293413\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 1642.224371005907\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 1642.2243710139849\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1642.224371005907\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5801.533721235985\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60828659121.07443\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 50379.74948919003\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2077.5888534433097\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1686.384441342328\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1646.7122603913344\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1985.9919596483974\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1644.6978557644923\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1643.7672742106054\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1652.8456347665647\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1643.8323380390455\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 1643.5986415074876\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1643.5922681557515\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1643.592108224731\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1643.5921017333108\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 1643.5920999548257\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 1643.5920999606747\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1643.5920999548257\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5810.2741769840595\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 42720870684.30861\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 51888.04378033873\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2956.553260484491\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2024.3633761368033\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1647.4908465374303\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1756.9530831003156\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1646.538402352634\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1645.0781079503258\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1644.9988103905084\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1644.9703076211308\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1644.9701411247006\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1644.9699371217903\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1644.969945409467\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1644.9699243749888\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1644.9699221573308\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1644.9699221497337\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5813.6775868381255\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60732362353.41323\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 53637.036361978055\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2932.069710809148\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2026.4787603945542\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1648.7980974128511\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1753.2988959710951\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1647.7527077197\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1646.3698766452526\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1646.296399780786\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1646.2737094349152\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1646.2803025145301\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1646.27187768055\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1646.2718767513475\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1646.2718767513475\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5828.669162084225\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59344373947.4425\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 56682.27012175703\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2887.635667223956\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2028.6990598016675\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1650.8137372216163\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1749.9503994728097\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1650.3197082530003\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1648.3589761038045\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1648.2686711765152\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1648.2438009351145\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1648.2518944534716\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1648.242012383383\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1648.242008182624\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1648.2420044409353\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1648.2420044477915\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1648.2420044409353\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5831.7769731836015\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 53311073100.66853\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 64051.09481186063\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2798.738917236621\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2032.484687038556\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1652.1655873244736\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1741.230900894936\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1651.6124622535374\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1649.7058667593153\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1649.6323507961854\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1649.6273358079795\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1649.6144262688413\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1649.6019933171763\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1649.6019737613642\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1649.6019696514136\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1649.6019696580129\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1649.6019696514136\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5826.09676657502\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 42693948414.85379\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 53327.96604942446\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2944.3830883935743\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2034.2653606118306\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1653.8840355796046\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1756.3814161771143\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1652.433469018658\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1651.4784397563283\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1651.43514919826\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1651.4174432337068\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1651.422576574297\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1651.4121790932813\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1651.4121493936036\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1651.412136889022\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1651.4121363731592\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1651.4121363731592\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5827.787435238251\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59566425940.195145\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 44361.16306101962\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3124.5331268065715\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2036.110285205783\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1655.291434025372\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1767.2142479101624\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1653.402719362762\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1652.9412178408693\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1652.9174058463843\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1652.8929719842474\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1652.8926268590094\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1652.8920197095886\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1652.891903519076\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1652.8919026703202\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1652.8919026703202\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5838.9454173365675\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60891509261.327484\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 47558.98100009354\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3055.8206682632936\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2037.8889728641284\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1657.0177988218093\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1761.439028285762\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1655.352214260171\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1654.6264223812987\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1654.598957394743\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1654.581668070784\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1654.5863763292393\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1654.5780899246934\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1654.5780326580111\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1654.5780223268507\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1654.578021971413\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1654.578021971413\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5843.12982485266\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 23666500696.8759\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 52784.46683689568\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2963.8287833351783\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2041.1821153808896\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1658.3225836086986\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1750.7588544845448\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1656.723934683674\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1655.9190277129783\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1655.8958451197489\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1655.8831698466004\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1655.8775018173149\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1655.8698304854333\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1655.8696486745744\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1655.8695804474278\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1655.8695764638178\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1655.8695761031918\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1655.8695761031918\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5847.7116454593925\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61230432344.27582\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 51025.650758111995\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3000.0153127208096\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2043.1250867453086\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1659.5498217104057\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1748.2862738775207\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1657.762306700985\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1657.1422730619583\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1657.119246800398\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1657.1046214090836\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1657.1058309185914\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1657.0994837392623\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1657.0993731240533\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1657.0993601032842\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1657.099359154625\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1657.099359154625\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5859.095641913763\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 43776623889.16061\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 53158.05369275112\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2968.9651187240634\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2044.877092273625\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1660.8566073682634\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1740.0561558717036\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1659.2214964618556\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1658.4230699680634\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1658.4124219079217\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1658.3907556493184\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1658.369909219945\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1658.3692877876847\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1658.369282393935\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1658.3692769226532\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1658.3692769280915\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1658.3692769226532\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5867.758290858341\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 31346792395.420918\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 57494.92917352398\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2908.479565290814\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2047.4302370894206\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1662.031789880771\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1728.9089381131243\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1660.5768361916669\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1659.593560642669\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1659.6118485484449\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1659.5648355968224\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1659.519211821054\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1659.5188638398888\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1659.5188555771638\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1659.5188516699145\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1659.5188516745197\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1659.5188516699145\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5879.854959675593\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60882527921.571106\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 59664.503434238264\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2885.398048564551\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2049.4884357814917\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1663.2650075268039\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1722.1953486773323\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1662.065144713483\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1660.8208908141085\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1660.8347011597245\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1660.787636805748\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1660.71551824665\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1660.7151509951611\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1660.7151135090494\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1660.7151062918128\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1660.7151062957794\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1660.7151062918128\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5891.082725843372\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60853283016.44986\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 64702.96390280261\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2830.5107345679144\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2052.0091962909955\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1664.356063058341\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1713.1548835802887\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1663.6516031300414\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1661.9258087907047\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1661.9041748475474\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1661.86056669667\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1661.761573723229\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1661.7611986561433\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1661.7610588206626\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1661.7610574432642\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1661.7610574477726\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1661.7610574432642\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5898.197502691\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60973376832.76228\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 64636.95159977848\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2836.1427953544166\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2054.065494335561\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1665.7941349512694\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1714.0167774620436\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1664.9408516984638\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1663.360977156914\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1663.3362061055864\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1663.2966018379043\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1663.1949896912508\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1663.194604427887\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1663.194447519832\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1663.1944462764038\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1663.1944462805668\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1663.1944462764038\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5894.811423591771\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60921353738.30927\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 60513.36377345325\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2889.845905202133\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2055.7590793372874\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1667.0389098210037\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1715.1909499115077\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1665.7483731259233\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1664.6075857976866\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1664.635668182752\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1664.5516612609658\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1664.457980098945\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1664.4574050898364\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1664.4572389518776\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1664.4572341540497\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1664.457234156795\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1664.4572341540497\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5904.635613769001\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 48471312821.634125\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 79039.65866494029\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2686.7152849441823\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2054.4650698447203\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1671.1404375974134\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1735.0847963756005\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1670.5922252467285\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1668.6354295059257\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1668.488656415358\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1668.49589029869\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1668.4517799073528\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1668.4434951987848\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1668.4434870328\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1668.443480657771\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1668.443480661566\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1668.443480657771\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5806.88964290195\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 52149093547.99187\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 93934.76649281684\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2600.115637429958\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2056.6252084652924\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1673.0988973280084\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1728.7615284705098\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1672.4141545207872\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1670.558832834627\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1670.1999493048\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1670.1804236857076\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1670.153782566475\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1670.1397099431776\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1670.1384344013252\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1670.1377033193016\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1670.1376995166338\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1670.1376991030875\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1670.1376991030875\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5798.019953454677\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61496138278.67796\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 106703.95682720288\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2547.177257452471\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2059.9572783631133\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1674.4717580275965\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1726.5905847717584\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1673.7481676752782\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1671.9290194883667\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1671.5308189693235\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1671.5029962467324\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1671.4764123880668\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1671.4634213218203\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1671.4622765198526\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1671.4616596520336\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1671.4616563104496\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1671.461655742095\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1671.461655742095\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5825.719268847015\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61451205313.04705\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 114275.44739112305\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2523.6515073306878\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2061.892595773986\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1676.0457579849754\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1725.4729458989316\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1675.2823130937818\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1673.5115529215539\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1673.0532905440173\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1673.013084456603\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1672.9914801007938\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1672.9775476673874\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1672.9768062258472\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1672.9761805170424\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1672.9761786726003\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1672.9761786756565\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1672.9761786726003\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5881.887607308865\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57662198431.7299\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 128293.9568224377\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2484.4367169148545\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2065.1515487805896\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1677.359417546478\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1723.7112924547196\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1676.6332183189952\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1674.7297446794091\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1674.4115972225175\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1674.386075743598\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1674.3513510281045\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1674.3410949008692\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1674.3403903664603\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1674.3399945297938\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1674.339991584658\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1674.3399909453676\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1674.3399909453676\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5901.975382619451\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57587691527.29201\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 135871.53981098766\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2468.250639130294\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2067.1229310288745\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1679.1325352692913\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1724.4417377498107\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1678.3528696749286\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1676.5089229752305\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1676.12874937611\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1676.086406907929\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1676.062244807233\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1676.0493662466765\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1676.0489666263106\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1676.0484918648226\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1676.0484906200927\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1676.0484906230838\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1676.0484906200927\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5818.411244265895\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 34741222691.274216\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 101634.65134569118\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2565.0171245819565\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2066.0799209517218\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1683.1931319035345\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1717.1038333420165\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1682.4908464507262\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1681.646911152338\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1680.0429483696562\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1679.9522663323717\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1679.942969077058\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1679.9113268203437\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1679.910061133568\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1679.9100151810178\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1679.9100143971898\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1679.9100143971898\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5841.130763638963\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61896572255.44197\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 86839.63259279681\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2646.170807449357\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2068.183426594206\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1684.0683937980066\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1731.9704281576787\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1683.4363996928646\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1681.6847555704496\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1681.2185608787431\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1681.191276727514\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1681.1719861069637\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1681.1525781256225\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1681.1509982873656\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1681.1500592598125\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1681.1500559707238\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1681.1500559763613\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1681.1500559707238\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5834.563692832129\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 62518889040.179825\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 76845.2982469972\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2717.494967852335\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2071.676510419132\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1685.5887164834871\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1754.7952329147815\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1684.984108141136\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1683.089772917382\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1682.8552690219135\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1682.8478801112572\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1682.8265347633555\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1682.8136472517906\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 1682.8126832195828\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1682.8126832252578\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1682.8126832195828\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5892.067696325797\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 36922584942.197296\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 78037.28061445066\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2716.7957199742596\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2073.3508933666412\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1686.7773299943115\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1752.658149027005\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1686.1801597033536\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1684.2825550140801\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1684.1020239271215\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1684.0960048849988\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1684.0576249895944\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1684.049151382382\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1684.049140350895\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1684.0491364713948\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1684.0491364753848\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1684.0491364713948\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5864.288123275524\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61733353790.37889\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 74883.95776598465\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2737.829368042166\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2076.640202788064\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1689.0220843857746\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1746.7473492076106\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1688.4325548613099\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1686.5539974589358\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1686.2689485424844\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1686.252413177578\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1686.2375809213527\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1686.2233716621581\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1686.2223556499196\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1686.2215561765358\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1686.221553582419\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1686.221553588059\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1686.221553582419\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5918.232651220996\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 62162325427.41021\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 85863.18533567141\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2667.7197821011355\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2080.1890351632846\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1690.276113694756\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1750.707819630065\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1689.632238362652\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1687.7548743490534\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1687.5686948612472\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1687.5586868081955\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1687.5187054095195\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1687.5107591549565\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1687.5107270108053\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1687.510720590435\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1687.5107195819905\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1687.5107195872536\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1687.5107195819905\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5889.5784660196205\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 62356710071.16031\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 71154.56938787234\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2779.7428417051256\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2081.607615725127\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1691.864639549962\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1759.904818112494\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1691.280278311513\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1689.38032456872\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1689.2618479348703\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1689.2268619474664\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1689.2295694269308\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1689.224244507206\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1689.2242389875128\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1689.2242340876128\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1689.2242340928417\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1689.2242340876128\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5704.686743897228\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 62006665577.76524\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 74992.51609592667\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2751.8273131411406\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2082.3968422924345\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1693.3405511422548\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1739.092271426774\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1692.694171110592\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1690.8500141913833\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1690.5672654460438\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1690.5439098049426\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1690.5311964609646\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1690.5177489029047\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1690.5172683054984\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1690.5165148454203\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1690.516513805635\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1690.5165138100886\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1690.516513805635\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5901.7903426698\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 62484557202.3818\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 79810.00463055154\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2722.9272332936002\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2085.9771332366845\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1694.558654665637\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1752.6038329909945\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1693.9525117767184\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1692.0427958838545\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1691.914144779936\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1691.8884553590206\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1691.8822191466934\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1691.8746505944769\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1691.8746021375857\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1691.8745891044396\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1691.8745886556044\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1691.8745886556044\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5864.162875446993\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 62954268491.06961\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 52509.422545607595\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3017.891665632853\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2086.14507824197\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1696.6509184446272\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1779.637039907413\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1696.0975071294497\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1694.273606592667\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1694.2233823676129\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1694.2163214533311\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1694.2022791305685\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1694.1911439698088\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1694.1911392634554\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1694.1911376489961\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1694.1911376550663\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1694.1911376489961\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5854.650701406043\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58614544564.47479\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 43069.64875650812\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3220.977636695276\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2087.298719139262\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1697.9296660609793\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1789.3486320331388\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1696.8675646789593\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1695.6281318009383\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1695.676270938086\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1695.6152742130416\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1695.5785906973306\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1695.5777350377973\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1695.5777334600755\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1695.5777314567765\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1695.5777314623695\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1695.5777314567765\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5863.233075564342\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 62752047155.650314\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 41527.165930774536\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3271.5474479809636\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2088.4403301690395\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1699.2010832792316\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1791.404353270836\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1697.7069797646463\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1696.8901316094348\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1696.8980148827068\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1696.873971312963\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1696.852380315708\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1696.8514395952116\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1696.851431986654\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1696.8514258551527\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1696.851425861048\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1696.8514258551527\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5874.030950846491\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 62453568040.49921\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 41076.66088452165\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3293.974189785419\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2089.5557504090866\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1700.4240985591273\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1789.8530654364224\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1698.8107790062254\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1698.1083466603272\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1698.1118188877158\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1698.0903203354542\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1698.074100699816\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1698.073151877264\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1698.0731434814845\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1698.0731379842568\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1698.0731379899325\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1698.0731379842568\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5899.175544642333\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 50025075917.70328\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 42940.813053423735\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3252.974948692011\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2090.72543068687\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1701.6224821559704\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1783.4111084746196\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1700.1487144427288\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1699.2881500578362\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1699.3401704662115\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1699.270385986381\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1699.2451356200124\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1699.244576077836\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1699.244569206961\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1699.2445630640973\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1699.2445630691423\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1699.2445630640973\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5926.993320081141\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 48343777994.11748\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 46199.94171746563\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3183.687512909043\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2092.659748180434\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1702.8192615789844\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1775.8967817092007\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1701.502757265533\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1700.4686487563226\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1700.526421920885\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1700.4449890654519\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1700.4146781574784\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1700.4142350293785\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1700.4142328101382\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1700.4142299604682\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1700.4142299656728\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1700.4142299604682\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5902.12177505593\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61773925568.002235\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 40900.631975301265\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3319.9438281356756\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2093.3555385531854\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1704.4186232806646\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1787.9688812671482\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1702.6635933705697\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1702.0930519735443\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1702.0928808324552\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1702.0740211867428\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1702.0631667430284\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1702.0623198398575\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1702.062314936631\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1702.062311579464\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1702.0623115845974\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1702.062311579464\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5962.936253872212\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 47426091507.09808\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 43614.88045278949\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3253.099661008403\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2095.704806198496\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1705.97032437661\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1785.0883984910754\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1704.247612275335\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1703.6377220623278\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1703.6402070480858\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1703.6169469579672\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1703.6052593102718\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1703.604573741739\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1703.6045693674605\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1703.604565900403\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1703.6045659056144\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1703.604565900403\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5981.286789179521\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61677513354.80908\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 51208.01805645067\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3096.8971213182012\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2098.675071650544\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1707.2297584197909\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1774.0348795089894\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1705.8502528463946\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1704.8854329854057\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1704.9570817026079\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1704.8596940896812\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1704.8310890327907\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1704.830785578162\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1704.830785584686\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1704.830785578162\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5978.623247459249\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61131143316.79127\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 50954.67606240219\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3112.342709605521\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2099.906339997039\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1708.3078762001899\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1772.1416028546992\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1706.8564960163071\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1705.9531447317859\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1706.0405246889468\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1705.9265791215546\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1705.897672175087\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1705.8974296905312\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1705.8974296964789\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1705.8974296905312\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5991.282352244376\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61046741788.351364\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 48845.65138202967\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3158.1713531108535\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2101.3149942234595\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1709.7115586742625\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1776.2439312811234\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1708.0230103152794\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1707.3656077877472\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1707.4083330157257\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1707.3446430928263\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1707.3249992621372\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1707.324737891999\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1707.3247371351845\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1707.3247371351845\n", " Iterations: 14\n", " Function evaluations: 132\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6009.9904336262625\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 25253696057.5297\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 41575.710048811285\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3338.7286077825456\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2101.516881987649\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1710.996803525832\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1787.28395431103\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1709.0803196592624\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1708.69249399557\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1708.6818472039272\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1708.664771712533\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1708.6648263928441\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1708.664279466745\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1708.6642545537707\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1708.664254176891\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1708.664254176891\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5976.012091337656\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 27488117549.934135\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 36070.34174685963\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3523.03920471504\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2101.4922485857087\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1712.3678338773257\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1799.4244396567879\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1710.4214076554074\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1710.1200985946086\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1710.0989917174502\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1710.0652966423295\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1710.0643746234189\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1710.0640546655625\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1710.0640532933148\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1710.0640415507598\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1710.0640415507598\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6028.376158189429\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 46599852690.59246\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 37776.10674451629\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3470.213160305919\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2103.598608320195\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1713.7443440423708\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1796.8332428837596\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1711.7943991853028\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1711.5090576449752\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1711.4716844394366\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1711.4399794228598\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1711.4388582295173\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1711.4385395810004\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1711.438538979803\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1711.438538979803\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6011.886696331009\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59662039899.992455\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 37825.403314792966\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3472.7347291937863\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2104.9182780047645\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1714.9255349935697\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1796.5437908555505\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1712.9710725753785\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1712.678745368943\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1712.6424994975273\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1712.6113198903643\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1712.6103723592023\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1712.610088987654\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1712.6100886243278\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1712.6100886243278\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 5996.652951507278\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59344148566.05067\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 37399.50236195812\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3493.7737402020402\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2106.047716233812\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1716.1309569056043\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1798.067499012419\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1714.1594485451697\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1713.895586593841\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1713.8392012186177\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1713.8082625846898\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1713.8068273145427\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1713.8064671211118\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1713.8064670802132\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1713.8064637300204\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1713.8064637245911\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6011.071827796828\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 35223834220.215\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 40861.036917760626\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3392.299022823506\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2108.004638146916\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1717.1046077836643\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1791.2127147104748\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1715.1326303670412\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1714.8604155453634\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1714.790517195933\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1714.766317777697\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1714.7651788796843\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1714.7648542724305\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1714.7648532819856\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1714.7648467000342\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1714.7648466954756\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6022.278306216653\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58396741440.10972\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 42578.44226482631\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3355.9012019455295\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2109.51096780267\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1718.0553440716644\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1788.9260619612737\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1716.0673103282643\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1715.8412013909392\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1715.7183038774838\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1715.7007241069405\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1715.698986452609\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1715.6986850315634\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1715.6986789239977\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1715.6986688040365\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1715.6986688097777\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1715.6986688040365\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6032.69167112825\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57943264775.586754\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 44595.81022702214\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3315.1346533047026\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2111.1689269843005\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1718.9761770255795\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1786.485549316751\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1716.9785755935231\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1716.8044977121983\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1716.613918367377\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1716.605238599911\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1716.6044149044737\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1716.604394354562\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1716.6043873424837\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1716.6043873481735\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1716.6043873424837\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6049.047991789694\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57424000050.90574\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 47984.64332106132\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3246.8596440619613\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2112.88320925275\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1719.8669450082416\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1783.2124698893888\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1717.8719957228413\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1717.733443836664\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1717.4865295923244\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1717.4788502223219\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1717.4774997122604\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1717.4774442872317\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1717.477431581271\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1717.4774315106467\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1717.4774311218325\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6208.1408521580315\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 54654200539.51855\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 50334.60147282783\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3229.569075071631\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2112.003645602459\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1720.725572844649\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1773.462533916815\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1718.777695545873\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1718.7251657317734\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1718.357453138723\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1718.346218426701\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1718.3374289536014\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1718.3370780429036\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1718.3370334186413\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1718.3370326177255\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1718.3370309953075\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1718.337030991107\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 84715.71675730073\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 21068453394.398384\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 49391.51643975048\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3383.747198863836\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2130.9101591328545\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1721.6097340130825\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1724.1183530153435\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1719.5054868550276\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1719.6689402073614\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1719.5860467695816\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1719.2295299046614\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1719.227500648141\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1719.2274352587488\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1719.227416792481\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1719.227415208216\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1719.2274152116995\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1719.227415208216\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 83957.012597711\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 49846034434.658005\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 48915.822089533656\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3401.495415725296\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2133.067605536771\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1722.9057030164045\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1725.2532383259813\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1720.7935231243537\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1720.958068194671\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1720.860166017353\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1720.5205665661074\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1720.5188548591268\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1720.5187933405032\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1720.5187762664705\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1720.5187748187022\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1720.5187748222293\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1720.5187748187022\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 6057.775398074114\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57899812342.42301\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 32777.429600262694\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3764.0931236789443\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2117.383400701072\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1724.7179640473673\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1816.9945020801874\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1722.6966721014878\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1723.0923691814455\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1722.3482099975936\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1722.3354358128418\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1722.3316210049034\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1722.3313779964399\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1722.3313652829245\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1722.3313649554834\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1722.3313649554834\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 82887.41284692849\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 53532187729.995476\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 35733.8137198994\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3834.733418915237\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2136.148158766702\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1725.5198292903583\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1725.2576137005565\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1723.4063847838809\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1723.8463131736921\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1723.3665511067902\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1723.1529045559005\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1723.1524898283726\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1723.1524749054806\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1723.1524742579809\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1723.1524742579809\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 83337.46225319523\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 53723950602.792175\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 36300.154921618436\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3819.8353409365027\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2137.7574978900093\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1726.3952624979493\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1726.219988902569\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1724.2414648035801\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1724.5801157681904\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1724.2150711940708\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1723.985352916206\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1723.985000320545\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1723.9849772327307\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1723.9849746100872\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1723.9849746168652\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1723.9849746100872\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 83758.62719413362\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 14606783707.477182\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 37537.17174281528\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3775.548398834513\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2139.253701255731\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1727.2286867065216\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1727.1606751728923\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1725.0411335367196\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1725.3248717903432\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1725.0092824121693\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1724.786320067269\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1724.7859919059595\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1724.785956299732\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1724.785952037403\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1724.7859520444958\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1724.785952037403\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 84057.38047185101\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 53118056358.47554\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 38479.904369553624\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3745.015752486276\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2140.966693709316\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1728.0367952080564\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1727.9563192553958\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1725.8256908661938\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1726.0921853848763\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1725.801347589172\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1725.5658020367723\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1725.5654665487325\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1725.5654116106405\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1725.5654068923907\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1725.5654068995088\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1725.5654068923907\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 83923.13850157101\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 51714825279.15404\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 37713.677366269345\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3783.719724322998\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2142.9819773083786\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1728.8931785773116\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1728.7414384978608\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1726.65049744101\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1726.902312685333\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1726.62172877475\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1726.3941799712138\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1726.3938933133838\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1726.3938333465446\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1726.3938298201256\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1726.393829827187\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1726.3938298201256\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 83678.65798627592\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 53311642866.17351\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 35984.72363860669\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2703.949504744412\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1902.82797282852\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1732.0084935410791\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1730.9596757739353\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1739.1721066358277\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1727.4882821429105\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1727.2866980731305\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1727.210060181143\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1727.2096070845914\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1727.2093311143954\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1727.209326665001\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1727.2093251017545\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1727.209325106932\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1727.2093251017545\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 84175.46135430378\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 52928760912.27399\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 41213.659075280506\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2147.1354497612742\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2630.58828416455\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1755.4897575009513\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1729.6549038139806\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1728.1571977423355\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1728.1874611763583\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1729.1231849387739\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1727.923179418703\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1727.9217218253184\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1727.9211741604431\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1727.9210291404693\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1727.9209485028148\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1727.9209472089774\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1727.9209472151751\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1727.9209472089774\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 85005.90716036849\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 52267633146.65299\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 43957.59849753286\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2148.534087273144\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2575.6096901633587\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1746.5507290080054\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1730.4107135866807\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1728.867688003781\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1728.9214474662076\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1730.2050931103322\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1728.6418462774614\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1728.6391360591122\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1728.6379579699199\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1728.637939441373\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1728.6378404226416\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1728.637840428367\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1728.6378404226416\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 87687.60774654773\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 50909166404.43529\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 50364.46656450865\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2144.740306060161\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2548.2464353450596\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1752.0867531416807\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1731.8494593039832\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1730.3557263936427\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1730.4035738743878\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1731.4491807394097\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1730.1082437772538\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1730.1058307529145\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1730.1046529867972\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1730.1044541414258\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1730.1043444105426\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1730.104343809584\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1730.104343809584\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 87464.64245317213\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 51088675105.414764\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 51452.99009442315\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2146.821509064588\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2526.1873531655256\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1743.3625585497064\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1732.6810611738817\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1731.1313339502558\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1731.1908798928082\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1732.7807994787436\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1730.8937670472997\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1730.8906945498934\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1730.8896074365507\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1730.889612874192\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1730.8895766047492\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1730.8895766109754\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1730.8895766047492\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 88049.67726277906\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 23457104075.20494\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16020.265382477377\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2227.4630574864177\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1975.310631196855\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1733.5001847252547\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1735.925682966916\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1731.8891185660316\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1731.809582256093\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1731.5971718714745\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1731.5858381431708\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1731.5852218169744\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1731.5847348315856\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1731.584689649354\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1731.5846856250846\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1731.5846856315488\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1731.5846856250846\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 86224.17409763002\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 52250972816.39967\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11176.46752428426\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2196.2030575461818\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2115.013627784555\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1748.8452945564723\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1734.5967781791696\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1733.089886331426\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1733.1392652789364\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1735.1038518196312\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1732.889350192917\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1732.8878523978578\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1732.8860125555348\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1732.8860219854841\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1732.8859664089712\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1732.8859654545086\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1732.8859654545086\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 87150.68145748405\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 20364733537.093536\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25619.637705434263\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2284.711165355433\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2036.0912614591193\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1736.4788893537693\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1736.946546630402\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1734.1202624790808\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1733.8679659213003\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1733.6538040280798\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1733.6730917293862\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1733.6485130078286\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1733.6383456634653\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 1733.6379245200153\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 1733.6379184486816\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 1733.6379184555171\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1733.6379184486816\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 86562.66453541268\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 19048614542.649094\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25782.589460758172\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2287.7234172215203\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2033.8513698673842\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1737.4478210368788\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1737.513040574209\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1734.909557243598\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1734.6740673831148\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1734.4617867296329\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1734.4803798643381\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1734.4556005016898\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1734.4466676522788\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 1734.4462266925996\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 1734.4462197092778\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 1734.4462197164444\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1734.4462197092778\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 86465.80514623513\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 52451305814.39342\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 27962.263087540057\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2284.943961234948\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2031.9659196227667\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1737.573822644592\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1739.0481149877423\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1735.6377390135508\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1735.379778663657\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1735.1649049089551\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1735.1887753921242\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1735.1546198644066\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1735.1500880963513\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 1735.1498989778015\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 1735.149892639782\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 1735.1498926470488\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1735.149892639782\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 94319.4893444917\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 44672417436.91112\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 43373.31939786236\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2232.367172270765\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2038.9914120716098\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1738.9513522255284\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1738.53054646486\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1736.1876832057962\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1736.0178441754906\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1735.824176618092\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1735.8148423143969\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1735.8129148121054\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1735.8125062638173\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1735.8122388616923\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1735.8122359932922\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1735.812191024492\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1735.8121910319442\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1735.812191024492\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 141623.61422935312\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 15710796739.010986\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 4040265.883670926\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2109.9100867515103\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2268.7762958274643\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1840.2261563537165\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1738.706754173454\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1772.9280572323937\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1738.0096825785904\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1737.6837094968866\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1736.6430027498736\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1736.5090793539991\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1736.5002408469309\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1736.4977365136633\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1736.4977408888383\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1736.4976121094073\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1736.497612117762\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1736.4976121094073\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 319728.6402951955\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 5557810915.459575\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 253233210153.75046\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2153.8406356920195\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1974.2047044065023\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1739.3829450519593\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1773.5337544010592\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1737.6381874548624\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1737.3609014812405\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1737.1231977070952\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1737.123979273333\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1737.1177932600121\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1737.1174226593162\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1737.1174108002997\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1737.1174108071982\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1737.1174108002997\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1044527.9123318354\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2984752992.3939304\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 5888.278350618925\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3036.294990580291\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1969.061169554847\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1745.0947329751784\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1739.6643083101505\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1738.347922914332\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1738.0700017905335\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1737.9022094329512\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1737.8958943075227\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1737.8891340186656\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1737.888932547431\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1737.8888067510147\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1737.8888062343553\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1737.8888062343553\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 165257.34262003395\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 12698716161.169512\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 429761217620.75366\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2142.8882702765977\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2264.235930649572\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1818.5601540377086\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1742.0166772158464\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1773.6728724776103\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1740.7196492361604\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1739.817894059525\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1739.891316952418\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1739.676137935813\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1739.5857831875928\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1739.5850025237391\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1739.5850179977888\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 1739.5849472116938\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 1739.5849472195594\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1739.5849472116938\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 351933.60954450956\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 5520438896.368874\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 193432004969.67896\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2164.951731416236\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1971.3380198808209\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1742.4992461056113\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1778.835720703172\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1740.8565132975298\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1740.515925806472\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1740.2842943109072\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1740.2841263710916\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1740.27832306663\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1740.2781744419449\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1740.2781652150438\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1740.2781616818465\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1740.2781616901293\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1740.2781616818465\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4018389.523577367\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2917.6472189989913\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9495.487463891159\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2324.470351917872\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4873.977761743487\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1744.4191830354212\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1788.9167730624429\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1741.3703045024367\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1743.797427175105\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1742.5902771999613\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1741.0479402545334\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1741.047241772958\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1741.0429507616955\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1741.0429072867094\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1741.042907294802\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1741.0429072867094\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1465751487316.85\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3746.479596346222\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 7909.554210929578\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2317.5578655927475\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4711.964814717648\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1744.6422599240352\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1781.3965705377811\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1742.0319556534055\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1741.977184004651\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1744.9364633314585\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1741.6914480970197\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1741.6913526488693\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1741.6910923049818\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1741.6910874497335\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1741.6910874597106\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1741.6910874497335\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1023835894047.2063\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3382.0193239285754\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6396.666991739682\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2082.2178292306685\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2023.221905069619\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1746.638880610495\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1746.3833608638201\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1743.0657567340193\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1742.526360423411\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1742.431448913837\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1742.436898248607\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1742.4235103963547\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1742.4212273123035\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1742.4212161752725\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1742.4212155812634\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1742.4212155812634\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1560369.5282331575\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3209419602.026769\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 15187.575647244117\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2370.310367792821\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 1999.9419069234236\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1746.2739351062874\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1790.4681346067023\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1744.5648245607977\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1744.3556764326938\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1744.0912010034158\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1744.0860344670004\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1744.0852085222468\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1744.0850086987236\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1744.0849861639995\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1744.0849855830322\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1744.0849855830322\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1359970437729.7305\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3488.0224159852246\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 4432.206466680704\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2856.0682927401695\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2076.445480576829\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1746.7529996734952\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1745.2511235441511\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1744.9686377990517\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1746.4077050538258\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1744.931145539345\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1744.8780136324112\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1744.8633206426118\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1744.8632814773114\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1744.863280100169\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1744.8632785089894\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1744.8632785179602\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1744.8632785089894\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1613439543611.0654\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3137.0588461441716\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5970.142095691832\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2577.0728976855944\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1751.591272736176\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1750.1278495969664\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1747.4305426106012\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1745.9945457440876\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1745.6852406523794\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1754.0469194256686\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1745.8532249747966\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1745.6066341950461\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1745.5442400612628\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1745.5438649017772\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1745.543833649178\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1745.5438316140253\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1745.5438316238\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1745.5438316140253\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1637225917802.622\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3238.2258308356095\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 16149978.272872439\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2909.353980375769\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 1980.059572066179\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1784.5806347236394\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1748.182235784036\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1746.5655636428667\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1746.412225586198\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1746.2893495273468\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1746.1847434851595\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1746.1830240551296\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1746.1827411187014\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1746.182716937812\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1746.1827159374102\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1746.1827152343935\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1746.1827152343935\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1379571791521.4749\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 113413.8147494677\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 3960.612560928069\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 3438.4622175225613\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2006.6626017287124\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1800.9480718677119\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1748.5513068884486\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1747.1227322605992\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1747.037733263922\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1748.5785296831777\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1746.8103954357289\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1746.8107864977742\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1746.8065679058914\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1746.806552388999\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1746.8065478735098\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1746.8065478830144\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1746.8065478735098\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1693529533644.4004\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 519947.4303411279\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 4677.312768109534\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2148.676134999382\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2017.1722539541297\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1880.6503736737027\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1749.2367128841956\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1747.9783079122435\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1747.756581332912\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1747.5258078656707\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1747.5132845745122\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1747.50943082108\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1747.5092736061445\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1747.5091700140445\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1747.5091692616907\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1747.5091678310214\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1747.5091678199738\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1730949878090.599\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 534771.6235059516\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 419941.4095113508\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1902.817332047904\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2027.645931466036\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1936.5233887126983\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1750.0188017224973\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1749.3144792569274\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1748.5864257289775\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1748.1682603985007\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1748.2330300108179\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1748.1269454728913\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1748.125281425957\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1748.1252718529513\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1748.1252510197735\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1748.1252505922448\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1748.1252505922448\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1757588217889.708\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 242287.60080547965\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 785763.739000345\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1903.017319570173\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2026.723745149722\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1938.1600397520785\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1750.4139988736492\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1749.1117871680017\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1750.5293714949196\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1748.7723681882524\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1748.7231273875293\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1748.6860563024993\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1748.6804001264986\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1748.6793704973632\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1748.679238395636\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1748.6791828072833\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1748.6791820071317\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1748.6791820071317\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1777752827092.8623\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3972092.577176216\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 323006.07568630093\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1903.530842013709\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2025.6537967959318\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1939.9673348176298\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1750.9163385197915\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1750.0925360313956\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1749.4461699478911\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1749.2743546263018\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1753.9498754684382\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1749.2286874812617\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1749.2257733478973\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1749.2255261240944\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1749.225470554623\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1749.2254682311664\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1749.2254682399075\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1749.2254682311664\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1839328715289.476\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 12616296.007977065\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 7066928.594560019\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1902.5683227760348\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2028.5834568502717\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1940.983516984841\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1751.9538551268627\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1750.5284857252987\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1750.4477106968511\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1751.893292780871\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1751.9037023217302\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1750.3373880530016\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1750.336641629167\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1750.3364349498277\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1750.3364003219726\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1750.336398934909\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1750.3363989452032\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1750.336398934909\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1788111044530.83\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 514099.4811862161\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 4686701.301137169\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1907.9920559029003\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2033.4699549850893\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1942.3022210002741\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1753.3992177763207\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1752.1277645148016\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1753.4330065195459\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1751.7587428313443\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1751.6820208488436\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1751.652978970035\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1751.6464898688532\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1751.6455680687395\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1751.6454094620929\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1751.645361364754\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1751.645360003426\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 1751.645360013211\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1751.645360003426\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1777720546942.7048\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1596671.5096907944\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 514029.0342262989\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1910.59794631885\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2033.353133837828\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1943.9053383722455\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1754.0950807779782\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1752.6273327172075\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1753.6098007936139\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1755.507959128711\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1752.47211641237\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1752.433759845969\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1752.433564178899\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1752.4335335230862\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1752.43352925423\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1752.4335292650017\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1752.43352925423\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1076314160099.5068\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4221568.092289786\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 391913.737476118\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1914.4477218216707\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2035.1938812361827\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1945.2154607145385\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1755.1141004527458\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1753.6423737420741\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1753.8129019315047\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1755.6459968129855\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1753.4872833880959\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1753.4527965982984\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1753.4526915813467\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1753.4526702550936\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1753.4526682450867\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1753.4526682557616\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1753.4526682450867\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1221537620277.5383\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 944904.1260608332\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 310196.3795004176\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1875.4365298274715\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2032.7475403695673\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1942.0183071615156\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1755.5589296303192\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1755.0040912866068\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1754.14964526817\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1754.0550838562588\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1754.134244738863\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1754.044617082126\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1754.0436794201914\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1754.0436717978407\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1754.0436536136804\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1754.0436536136804\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1786956329834.9795\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4822766.947620372\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 270580.6683034864\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1882.3363681380183\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2031.1278599409573\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1768.5550062942611\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1756.0981338650543\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1754.8111706930617\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1754.9044751993242\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1756.013497605879\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1754.6726980225883\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1754.6696833106173\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1754.6681316267836\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1754.668019916208\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1754.6679884423552\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1754.6679871267452\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1754.667987135963\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1754.6679871267452\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1645866640651.8257\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 12023808.943593848\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 201311.96234422154\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1972.2643392838695\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2031.916341513066\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1758.60769708101\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1756.8506109502482\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1755.3722573553441\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1755.486534986758\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1760.4870804607776\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1755.2609730990032\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1755.2604638929613\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1755.2604246741853\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1755.260417619408\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1755.2604170875413\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1755.2604170875413\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1404624926974.916\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1924484.3839894067\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 3405781.375543968\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1974.2452781116444\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2032.2833437531813\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1757.8927953235723\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1757.90173915362\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1755.9727879012958\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1756.0935974363983\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1762.5025244075177\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1755.840525049147\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1755.8402945747757\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1755.8400085325618\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1755.8400080438\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1755.8400080438\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1665761450722.7417\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 6512096.8008940425\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 271654.82047939394\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2174.6614333828147\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2019.3789227581142\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1782.5905510831813\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1759.8107598623162\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1757.0618345148\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1758.1047978775318\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1756.4943892859733\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1756.5021095504976\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1756.483785503614\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1756.4836115578648\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1756.4836086859502\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1756.483604558164\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1756.4836045688867\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1756.483604558164\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1799692921173.4814\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2027225.8460300935\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 835840.0355894866\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1950.355107845874\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2033.2957441963274\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1758.7878771210335\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1757.9445095986023\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1757.7251347356703\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1757.438612224038\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1798.3447285991388\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1757.430531005883\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1757.4253693601904\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1757.4252277198266\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1757.4251276647733\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1757.4251249924405\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1757.4251243041244\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1757.4251243041244\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1719161552159.6946\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1169310.5106570495\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 13600005.419751272\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1905.1842922067383\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2044.2873281841862\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1761.5769953785964\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1770.6843391017878\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1759.900271860978\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1759.7832463076656\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1759.5899585824404\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1759.5941672722345\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1759.5543225249976\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1759.529462019036\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1759.5292660539076\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1759.5292563982966\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1759.5292535145084\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1759.529253524911\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1759.5292535145084\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1660016807890.9958\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 540241.5548830495\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 403931.3202665123\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1896.451729767011\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2043.0094129377487\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1767.5998259479172\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1761.9245493669227\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1760.564920693184\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1760.82869954323\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1762.2031327808154\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1760.4423850960352\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1760.443419618971\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1760.4399746608863\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1760.4399554191423\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1760.4399554316499\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1760.4399554191423\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 643105972880.1287\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1207124.519419086\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 131912.86377419851\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1899.0947481351814\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2044.867168754217\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1767.3615141978785\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1762.887218908456\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1761.5307983340317\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1761.7990113538067\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1763.5114193601207\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1761.4023247469545\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1761.4034116627413\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1761.4009198049334\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1761.400908030792\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1761.4009080434569\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1761.400908030792\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1175030784826.7666\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 387299.08040610707\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 299228.6994555726\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1983.9980792698987\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2045.8561571067146\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1764.257075273267\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1764.0203917929998\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1762.1860737126012\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1762.343432719928\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1765.5210044408814\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1762.0426149368866\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1762.0424479202698\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1762.0415979670697\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1762.041597759488\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1762.041597759488\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1846604950555.3296\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4521045.718688812\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 181216.41783971625\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1984.2231721644293\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2046.4799633031612\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1764.3755296157567\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1765.2179374874975\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1762.9146747983718\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1762.9990998819917\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1766.6388944845135\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1762.7022662823158\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1762.7015167902964\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1762.699922532433\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1762.6999207777226\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1762.6999180309394\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1762.6999180421476\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1762.6999180309394\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1856973583127.1724\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2352665.643936228\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 522622.2105236844\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2678.780569299099\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2014.1292432158612\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1765.886028352027\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1973.5253195109726\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1764.0045253243566\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1763.3739541349366\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1763.315167467921\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1763.3083309172982\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1763.3046729549392\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1763.3044243780014\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1763.304209400188\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1763.3042026221656\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1763.3042021314839\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1763.3042021314839\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1855744619941.2507\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4798371817.835245\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 149567.42780097626\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2830.8699458408164\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1802.5078549503219\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1767.5002604305455\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1766.7295607712092\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1764.167539746239\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1764.111064598663\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1768.6977447970248\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1763.9433825667606\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1763.9432195729833\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1763.9431600423886\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1763.9431423366304\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1763.9431411284818\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1763.943141139978\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1763.9431411284818\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1296073237645.1206\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 5064431367.916165\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 10483290.559483942\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2846.3607134530353\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1769.7119079627128\n", "Iteration: 6, Func. Count: 60, Neg. LLF: 1786.5419187475613\n", "Iteration: 7, Func. Count: 69, Neg. LLF: 1768.6348771729326\n", "Iteration: 8, Func. Count: 78, Neg. LLF: 1764.779825829381\n", "Iteration: 9, Func. Count: 86, Neg. LLF: 1764.7149666194543\n", "Iteration: 10, Func. Count: 94, Neg. LLF: 1764.8282526430821\n", "Iteration: 11, Func. Count: 103, Neg. LLF: 1764.6680922714793\n", "Iteration: 12, Func. Count: 111, Neg. LLF: 1764.6674272050348\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 1764.6639444141551\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1764.6637687368348\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1764.663764987763\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1764.663759434003\n", "Iteration: 17, Func. Count: 151, Neg. LLF: 1764.6637594457738\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1764.663759434003\n", " Iterations: 17\n", " Function evaluations: 151\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1916639307366.871\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 5016579671.670103\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 3769458.706713873\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2847.8089045541783\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1770.4288362639986\n", "Iteration: 6, Func. Count: 60, Neg. LLF: 1780.177412459614\n", "Iteration: 7, Func. Count: 69, Neg. LLF: 1768.9938743441733\n", "Iteration: 8, Func. Count: 78, Neg. LLF: 1765.3681936772205\n", "Iteration: 9, Func. Count: 86, Neg. LLF: 1765.3277316539748\n", "Iteration: 10, Func. Count: 95, Neg. LLF: 1767.692903269975\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1765.210576434781\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1765.1970235161311\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1765.195335657191\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1765.1952274971384\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1765.1952257408766\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1765.1952257542746\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1765.1952257408766\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 766506590521.2168\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 5114703027.120254\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1078969.5956804375\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2854.782379688283\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1771.1588439242846\n", "Iteration: 6, Func. Count: 60, Neg. LLF: 1772.0727389043254\n", "Iteration: 7, Func. Count: 69, Neg. LLF: 1769.3090090810797\n", "Iteration: 8, Func. Count: 78, Neg. LLF: 1766.3910452602647\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1765.997016261128\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1775.2583495447307\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1765.7538405577466\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1765.7527111751035\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1765.7471514696897\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1765.7471326913208\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1765.7471327201747\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1765.7471321203393\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1950780778655.9536\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 5319981082.196411\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 245639.572450837\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2866.610920719974\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 1771.8043657768535\n", "Iteration: 6, Func. Count: 60, Neg. LLF: 1770.2901231773487\n", "Iteration: 7, Func. Count: 69, Neg. LLF: 1787.1868796060407\n", "Iteration: 8, Func. Count: 78, Neg. LLF: 1766.9737199798046\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1766.6786818261442\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1766.2825981007693\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1766.2575156297582\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 1766.2513391268208\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 1766.250843512093\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1766.2507356841743\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1766.2507249528003\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1766.2507217539285\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 1766.2507213438585\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1766.2507213438585\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1766266834504.467\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 441122.2549750725\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1553248.2526645698\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1944.2888609787965\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2072.47515691871\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1788.407402640104\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1772.761720481858\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1771.1098842702727\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1771.8739455794266\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1773.6111250838667\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1771.0760068113846\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1770.9260797180232\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1770.9259321302488\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1770.925915141223\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1770.925903657772\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1770.9259036680594\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1770.925903657772\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1757628051569.5176\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 302332.7449451016\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 7374.126851148223\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1997.9260431739663\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2071.52912308138\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1787.2464319921792\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1772.9387038078517\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1771.6574402122997\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1771.7938200256176\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1773.6388503390565\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1771.5958598910838\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1771.5953273987398\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1771.5943329179538\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1771.5943249784746\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1771.5943131834592\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1771.5943131945974\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1771.5943131834592\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1763880797525.5796\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 706178.2655787973\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 432798.8766752331\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2005.1362074857188\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2071.588411730545\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1780.9400822705852\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1773.720909208403\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1772.4689939782152\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1772.425816616077\n", "Iteration: 10, Func. Count: 95, Neg. LLF: 1787.535442697068\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1772.3710485924544\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1772.365782023086\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1772.3651129321297\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1772.3650930370925\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1772.3650886798\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1772.3650881833382\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1772.3650881833382\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1781285979172.0437\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2933619.7228666376\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1139703.2236632619\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2740.4624004353045\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2122.77182662112\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1775.2916546493668\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1791.9408422815968\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1774.7258343302242\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1773.2312551974821\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1773.1584510144853\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1773.1627376922056\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1773.1391884244397\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1773.1389361294598\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1773.1388970537591\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1773.1388948892009\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1773.1388949006973\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1773.1388948892009\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1812940380395.544\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 5300804936.661777\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 7646464.5709469095\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2867.3221549923564\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2143.032977799343\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1777.2838483158557\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1774.5722077226992\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1775.286054636109\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1777.2831461706878\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1774.0469064607005\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1774.034324594641\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1774.031184484649\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1774.0309616833179\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1774.0309429599606\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1774.030939157705\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1774.0309391700866\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1774.030939157705\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1823182235583.5447\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 5242794801.124743\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1314294.6047761042\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2866.8155591949\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2141.637424862324\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1777.7006731692209\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1775.0717892710982\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1777.5059752167567\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1777.595026360145\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1774.7439403079165\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1774.7024048140547\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1774.6987873877024\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1774.698249930561\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1774.698188661381\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1774.6981807322782\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1774.698180746314\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1774.6981807322782\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1743524390655.8296\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 270061.3819840273\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 10002.28869140887\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2009.2820405984294\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2079.262015927585\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1785.1730430303396\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1778.2885865652433\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1777.0150611770741\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1777.2229437993803\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1780.1221233829738\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1776.9123044987887\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1776.912148869305\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1776.9120407022513\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1776.9120402973883\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1776.9120402973883\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1418993039810.428\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 243537.9471431234\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2088743.985421654\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1913.18237249506\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2082.3641560041524\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1988.8314833223078\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1780.0789136178103\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1779.1876907074175\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1778.7025172428698\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1778.5966196477814\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1778.6547905432292\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1778.589419737115\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1778.5878540703998\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1778.5878509993631\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1778.5878501686611\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1778.5878501686611\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1715720865504.2605\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 8942026.816437583\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 5915008.111492221\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1979.5721112321526\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2082.7988034401546\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1792.7147457311858\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1780.773743182503\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1779.4417009642082\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1779.4683100549564\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1796.9741817102986\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1779.350464505415\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1779.3502380550676\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1779.3500884854107\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1779.3500845013746\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1779.3500820103018\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1779.3500820239335\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1779.3500820103018\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1676827303119.6035\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2426502.8960206322\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1614326.1330622353\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1942.877778046533\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2085.280995544383\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1814.2577282163431\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1782.098181593096\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1780.803038840067\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1780.8836736805665\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1783.0792080934377\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1780.699965813008\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1780.6990597997915\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1780.6983919681388\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1780.6983809539709\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1780.6983734576136\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1780.698373470938\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1780.6983734576136\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1720449607951.774\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 216545.9227703382\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 900810.6686199005\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1964.4472486931518\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2091.8803954086156\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1983.1607094762314\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1784.900156706501\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1783.5410315106246\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1783.3227726869682\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1783.1479597951025\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1783.213222251267\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1783.1294800793203\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1783.1289192825484\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1783.1288815969378\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1783.1288712436995\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1783.1288690408664\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1783.128869053529\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1783.1288690408664\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1415901894685.3916\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 575415.6937040242\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 205354.49598017498\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1965.374508169355\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2092.9667386583887\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1986.2529103091438\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1785.7705740411564\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1784.4537853958047\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1784.2175568336615\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1783.983569133734\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1783.9796489291418\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1783.9741889771904\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1783.9714080789668\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1783.9713925067388\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1783.9713854578845\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1783.9713854716124\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1783.9713854578845\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1094160311861.8943\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 479900.67541754316\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 269764.96950996266\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1966.250675613971\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2093.5317534103524\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1990.8489918834048\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1786.6554912227145\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1785.3378372634893\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1785.0878516413363\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1784.849993009504\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1784.8432886826631\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1784.8354971929975\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1784.8346052151194\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1784.833888931121\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1784.8338914941075\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1784.83387346356\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1784.8338734772385\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1784.83387346356\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1713956085755.4436\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 140594.02976209164\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 940773.9299950969\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1933.979388306483\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2093.7687343556986\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1990.9545356606288\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1787.4628625227465\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1786.1233877025552\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1785.9058910955982\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1785.6761781803252\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1785.6672341531994\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1785.6602804118238\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1785.6598601404662\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1785.6593896650747\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1785.6593902201748\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1785.659387536817\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1785.6593875224976\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1713542239717.272\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 187266.69563098246\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 9150513.008733135\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1923.9355160482057\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2094.0569275088574\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1994.0293528328314\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1788.2078820488443\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1788.9114198447123\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1786.6589812853388\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1786.466030666935\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1786.5115218219853\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1786.4510806523228\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1786.4495483910205\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1786.4495072239004\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1786.4495028010638\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1786.4495012235325\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1786.4495012368438\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1786.4495012235325\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1701033343119.979\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 157512.41728194247\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 5485141.0245884545\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1922.150675157951\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2093.889270178279\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2005.789635702987\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1788.813367700874\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1787.823396661196\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1787.4474361468715\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1787.3073435919218\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1787.352535256794\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1787.300119395099\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1787.2996299474457\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1787.299622560428\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1787.2996183472687\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1787.2996183620712\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1787.2996183472687\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1678222218565.992\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2108635.2647069995\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 315590.3223875707\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1924.965028672204\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2095.2314246632222\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2009.0495230996487\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1789.8830836700981\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1788.8867907278286\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1788.508960567708\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1788.370465074811\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1788.4239703244048\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1788.3619808012695\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1788.3615144632881\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1788.3615065659028\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1788.3615053511558\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1788.361505365658\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1788.3615053511558\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1752635185990.9595\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4194028.699884738\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 117588.74874882324\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1969.5614953376612\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2102.7411586874555\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1999.9404984682214\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1792.6153016704075\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1791.224293190483\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1790.776005151403\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1790.4954978458322\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1790.4846774006528\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1790.4817045894092\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1790.481242680602\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1790.481045926008\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1790.4810106234681\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1790.4810075284631\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1790.4810069792952\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1790.4810069792952\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1765420851586.9153\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 159089.6636588547\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 99066.58748938896\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1926.1645520179945\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2099.951551415242\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2007.458390893882\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1792.6780035211723\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1791.55714141185\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1791.5059192871447\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1793.0113257657858\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1791.2566738733246\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1791.2500338774769\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1791.2492619260056\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1791.2490383611157\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1791.2490383747397\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1791.2490383611157\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1746337289119.8484\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 232138.46186909865\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 223356.243267608\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1926.66075494801\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2101.7543526948693\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2004.5551519638975\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1794.0588306506245\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1793.1120118967292\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1792.711210249654\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1792.541586845431\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1792.6172235175854\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1792.530856455795\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1792.529690783675\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1792.5296838095555\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1792.5296826937733\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1792.5296827085258\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1792.5296826937733\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1742588610823.271\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 566600.9941064059\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 7105549.156349736\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2034.9075789222838\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2102.795886021582\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1817.0117232945809\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1794.714832533964\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1793.4241403163644\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1793.5238887018731\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1796.1401247703998\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1793.3157577682327\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1793.3153790852575\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1793.3152470953019\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1793.3152344119749\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1793.3152337990837\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1793.3152337990837\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1726333084612.4111\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 271301.34775199136\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 397077.4303289712\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2038.1779690005037\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2103.991128990024\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1814.0478926680544\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1795.7250084346915\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1794.4409685844225\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1794.5615319900862\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1796.6118291615314\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1794.3152485483324\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1794.3147077566655\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1794.3145761916057\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1794.3145560657\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1794.3145560833373\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1794.314555638387\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1701930554791.559\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 21013545.738145307\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 198990.36625944576\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2041.9285895173152\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2105.5768503061217\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1815.9984717411105\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1796.9543197690102\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1795.6613568473683\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1795.7842139616037\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1797.8502385919094\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1795.5354662987957\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1795.5349066910621\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1795.5347816980086\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1795.5347604662052\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1795.5347604771691\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1795.5347604662052\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1740604134428.5068\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 324312.1571299505\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 423742.1023525436\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2041.3796936904068\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2108.4437963737064\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 1831.0686545837007\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1798.2853037886493\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1797.0025044972137\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 1797.0846482749434\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1798.960447468885\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1796.8819636279713\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1796.881198920627\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1796.8809468629256\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1796.880905762385\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1796.880903196703\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1796.8809002824296\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1796.8809002957787\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1796.8809002824296\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1513236228930.6638\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 51340673.082470946\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 4205938.364252815\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2823.0151506254824\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2177.364877741019\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1799.6932110340986\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1818.6158541777515\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1799.2110052847324\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1797.7638597544535\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1797.7395423072592\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1797.6912260353226\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1797.659115810893\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1797.6588729747991\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1797.6588683222171\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1797.6588677694704\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1797.6588677694704\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1726281264238.3838\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 6634248931.712838\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 305141.3677564858\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2905.778912796737\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2216.824443255442\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1800.6638785740938\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1838.8850538655795\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1799.2281584426846\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1798.5265144708337\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1798.507743589666\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1798.487790666622\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1798.4808955334588\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1798.4797399621632\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1798.4796480070745\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1798.4796239071522\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1798.4796239193456\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1798.4796239071522\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1676761126589.5132\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 214427.33533430722\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 486489.88921291445\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1990.5024074137405\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2117.1581662796516\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2010.553731854926\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1803.871396207002\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1802.484892390008\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1802.0154088407464\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1801.6861964407854\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1801.6712874885986\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1801.6692791145047\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1801.6686486593203\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1801.6684587253312\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1801.6684049482315\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1801.6683992408484\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1801.6683989648043\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1801.6683989648043\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1523145145073.7485\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2711040.6194590367\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 356065.0828379911\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1995.837902693379\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2119.4944259537615\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2009.2266108644121\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1806.0409083243335\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1804.254949626822\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1803.9965709550697\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1803.7545642309328\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1803.7396799920934\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1803.7304432449228\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1803.7293465794169\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1803.7284187582559\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1803.7284157893764\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1803.7284100479617\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1803.728410061396\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1803.7284100479617\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1664313188805.4941\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1004796.4984612342\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 142092.45770616038\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1997.8646684322155\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2120.501951219103\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2012.9933003653955\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1806.925500148895\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1805.1542644220674\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1804.9319672493675\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1804.675871839194\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1804.6526347073825\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1804.6446044287134\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1804.642513737376\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1804.641804800263\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1804.6417980176325\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1804.641791739307\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1804.64179175362\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1804.641791739307\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1660960133498.1516\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 390544.74529148306\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 184059.21680846743\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1997.342748908624\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2122.082010744367\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2015.8828655355578\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1808.0917108207154\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1806.2958205241112\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1806.0651250789767\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1805.8116858139151\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1805.7885875616062\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1805.7806922327695\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1805.7788336551114\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1805.7780783554767\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1805.7780720065975\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1805.7780654140654\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1805.778065428652\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1805.7780654140654\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1673052041977.9744\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 892088.5880390799\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 199845.6711978509\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 1997.354597739374\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2122.8985872801404\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2018.6252820761065\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1809.0448189728797\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1807.3012024714528\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1807.0427924349378\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1806.7926036630752\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1806.7733647192254\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1806.7652633262173\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1806.7644529670592\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1806.7635945532434\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1806.7635925336435\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1806.763586537169\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1806.763586537169\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1097277867298.5903\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 5476929.14082337\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 125495.47954741798\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2001.0371187603414\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2124.2185510402305\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2018.5537391079674\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1810.5447128994397\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1808.8068969127685\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1808.5469447041364\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1808.3022249983524\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1808.28269366504\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1808.2744443301217\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1808.273610313313\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1808.2727539438902\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1808.2727520000908\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1808.2727460355677\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1808.2727460355677\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1655687934204.9019\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 26488359.98550197\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 883547.6809485038\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2005.185003063079\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2126.3189338242664\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2016.5113341222668\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1812.6360637941352\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1810.798063639244\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1810.8343925876404\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1811.2937406496376\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1810.3547531571912\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1810.3512160647\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1810.3513034945704\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1810.3509003046966\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1810.3508934131805\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1810.3508929260047\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1810.3508929260047\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1646481435504.2588\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 420668.8848850363\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 453650.42477119685\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2006.3426346950453\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2127.8728619431813\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2020.2272413828557\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1813.5957878704858\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1811.7930405386053\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1811.9107884844987\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1812.4036799143837\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1811.3124381915154\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1811.3076636437302\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1811.30784347915\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1811.3071049844546\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1811.307102180543\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1811.3071005574338\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1811.3071005720826\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1811.3071005574338\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1634457789376.7512\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 423559.00948763837\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 594501.0203473305\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2004.0840397860695\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2130.697740375978\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2019.7284266480815\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1815.6016701992207\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1813.7727978995288\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1813.5576108471191\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1813.2706028044358\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1813.2511734057994\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1813.2417777977432\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1813.2388859598443\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1813.238150849903\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1813.2381406048632\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1813.2381333633357\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1813.2381333776066\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1813.2381333633357\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1685484535052.5913\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 841720.9106491578\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2872735.2128790887\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2005.3342199184428\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2131.0156324916566\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2021.4696885270598\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1816.4761483999293\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1814.7764902709946\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1814.4725714657102\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1814.1957090956337\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1814.1846694857318\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1814.1752636991434\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1814.1745468601775\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1814.1735451422228\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1814.1735425577065\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1814.1735370580905\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1814.1735370580905\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1684417907251.0957\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1359949.2563689891\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 92691.00969052833\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2006.5067660876934\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2132.00054291193\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2025.0529175681\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1817.3658260620089\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1815.6377367460364\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1815.4279484754702\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1815.145466143322\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1815.1223295259579\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1815.114548657431\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1815.1123777112728\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1815.1117692717307\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1815.1117625905845\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1815.1117565092582\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1815.111756523595\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1815.1117565092582\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1153240814495.37\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1122510.889513406\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 494432.26265212544\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2011.349967341762\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2134.362501859031\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2022.5373643878922\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1819.5542075569035\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1817.8365109675622\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1818.0007050657455\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1818.8916816192323\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1817.3801903572391\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1817.3769945771396\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1817.3769259887954\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1817.3766948393197\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1817.3766881269057\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1817.3766865367795\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1817.376686551649\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1817.3766865367795\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1681388214750.9482\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 598972.028782665\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 4596261.455002781\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2010.9463233712977\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2136.888692887201\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2025.8582909302659\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1821.2107468059694\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1819.4286921305131\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1819.7550041818904\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1820.6931675385754\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1818.9211462721228\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1818.9134944897655\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1818.9134613253123\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1818.9133547354272\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1818.9133382490106\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 1818.9133374084658\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1818.9133374084658\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1678467451483.678\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2957548.665471351\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 650739.7265658518\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2012.4341429205765\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2137.467193080156\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2027.9829877353575\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1822.1001436476508\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1820.3589249979987\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1820.6645636951255\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1821.8251424513833\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1819.88553229618\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1819.8792715990078\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1819.8793701615627\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1819.8791220204348\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1819.87910839499\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1819.87910839499\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1692327122471.007\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 238102.71347256808\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 661847.8790855017\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2012.0043874360363\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2139.5919318324472\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2028.1665973302388\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1823.914575613444\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1822.1720063449927\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1822.4934453924677\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1823.710930586104\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1821.6801416731864\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1821.6736305378408\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1821.6735987690363\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1821.6735303119917\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1821.673522469751\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1821.673522469751\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1703381144189.4001\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1333382.141454085\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 469376.9953420316\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2011.252546955267\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2140.8854894830392\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2027.412193103524\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1825.6108875272016\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1823.8692455785274\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1824.0431639125795\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1825.3718890723342\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1823.4091196494908\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1823.4064390240237\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1823.4063410094964\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1823.4060426738265\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1823.4060385081598\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1823.4060369170681\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1823.4060369335298\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1823.4060369170681\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1707075310278.6853\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 25524872.27957427\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1039032.8611727086\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2011.6403071044442\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2142.4383782724863\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2028.1353031508168\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1826.989590259297\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1825.2799463409501\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1825.3537724793996\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1826.9612140244292\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1824.846095368463\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1824.8443763329626\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1824.84403852982\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1824.843863929058\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1824.8438480946552\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1824.843844189261\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1824.8438442059917\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1824.843844189261\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1720380865461.541\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 299520.1251094478\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1329214.030601634\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2012.722558362077\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2143.679952157232\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2030.7585246713957\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1827.9287183181686\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1826.2546930223266\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1826.269170540051\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1828.2784468450352\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1825.8453378891677\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1825.8440672837464\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1825.843549162636\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1825.8434627888028\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1825.8434275987595\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1825.8434264273458\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1825.8434264442594\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1825.8434264273458\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1726717161788.809\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 389243.5678676985\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 209511.52400374814\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2015.1513354783795\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2145.0338919401042\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2032.6412330015326\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1829.2118983050007\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1827.5416679412713\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1827.5588526681984\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1829.8144399609446\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1827.136123284723\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1827.135053649886\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1827.1344485859079\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1827.1343821179837\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1827.1343433396087\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1827.1343423853\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1827.1343423853\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1736939931274.0396\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 424841.48500111245\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 345532.1142724116\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2016.5811600636812\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2146.1919433540743\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2035.9157240995778\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1830.2068025603949\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1828.5132721914606\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1828.6143224089499\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1830.40770100204\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1828.104491783989\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1828.1030013850273\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1828.1025266533966\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1828.1024109237665\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1828.102391306385\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1828.1023882385546\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1828.1023882551017\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1828.1023882385546\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1734961033861.4648\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1267998.4934740367\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1261114.1188365682\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2019.308464632482\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2147.631628538493\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2037.2369319075679\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1831.603625355021\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1829.907190307086\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1830.0169390645583\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1831.9065880543053\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1829.499786445932\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1829.4983604958907\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1829.4978770029013\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1829.4977607188628\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1829.4977421110802\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1829.497738931913\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1829.497738948358\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1829.497738931913\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1694896053904.1091\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4146445.166126435\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 297419.64014718175\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2021.499838630961\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2148.87188467221\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2039.6829709246522\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1832.7795389730409\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1831.0557150251043\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1831.2379884027216\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1832.72802165039\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1830.6379258677\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1830.6357769526837\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1830.635630869852\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1830.6354711048382\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1830.6354670819483\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1830.6354627094238\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1830.6354627252954\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1830.6354627094238\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1736079281186.4028\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 7280837.7973980615\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 5040500.4472392835\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2023.1782220117038\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2149.999608289727\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2042.4841224967372\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1833.7960065191855\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1832.070088678332\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1832.3029411950167\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1833.9907161678589\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1831.6469183090442\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1831.6430126324092\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1831.6430445685176\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1831.6426567368978\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1831.6426374516284\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1831.6426374667008\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1831.6426374516284\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1733864879094.0396\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 561266.5612616254\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 450103.2899149987\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2024.7811851197052\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2151.1405788913016\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2045.1612250251853\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1834.8163810760955\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1833.061297848326\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1833.3169095551161\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1834.6907180461205\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1832.6314826869439\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1832.6267080250536\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1832.6267949398496\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1832.626117360266\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1832.626101533224\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1832.6261010030537\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1832.6261010030537\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1225273768894.385\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 257880.9561182742\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 219640.91443582706\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2026.3314765558594\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2152.515407055051\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2047.7791670941272\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1835.7480124655744\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1833.9899270984765\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1834.2602506549815\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1835.6811554603846\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1833.5620400462649\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1833.5571756499487\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1833.557236442079\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1833.5565272470956\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1833.5565125110656\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1833.5565118995908\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1833.5565118995908\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1731218935260.7397\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 423910.1738035091\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 142492.76238252124\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2027.1422749707758\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2154.09569967758\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2050.7389675255745\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1836.6075160025794\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1834.8298850433885\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1835.1188331011936\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1836.4450830028477\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1834.3986059952556\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1834.3932405748244\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1834.3933328460648\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1834.3925061388234\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1834.3924930126607\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1834.392492375317\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1834.392492375317\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1710679453727.8115\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 677762.413474068\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 473831.4353159424\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2030.8722722688299\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2155.1492319458544\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2050.5823667196037\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1838.301269897583\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1836.5327326441547\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1836.8104100095347\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1838.2104188096914\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1836.1022544136506\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1836.0970471817564\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1836.0970302166638\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1836.0962189751858\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1836.0962042783794\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1836.0962033517467\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1836.0962033517467\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1701690882808.602\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 780107.4230662411\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1553984.8262380674\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2034.7613348177376\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2156.9164017519793\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2050.502059771122\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1840.0321077155068\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1838.257745966208\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1838.4453871936475\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1841.1877456502266\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1837.866514216034\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1837.8649256829628\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1837.8648279754675\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1837.8647902628893\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1837.864789755174\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1837.8647870570549\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1837.8647870415828\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1575289446095.294\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 393017.9552038805\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 2018101.6917841788\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2035.7304330256547\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2158.1287146599598\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2053.871507258975\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1840.953072958655\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1839.1758422167616\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1839.496052471101\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1843.8632617177684\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1838.7583139040546\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1838.755069093519\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1838.7550193933544\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1838.7543827806385\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1838.7543804287307\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1838.7543796809032\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1838.7543796809032\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1683720314276.1602\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2038426.5002283028\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1528932.6230579861\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2037.3509434362004\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2159.1470073284195\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2056.271552186887\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1841.8830795018569\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1840.096589345348\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1840.3626415339338\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1843.5241911053984\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1839.6929809525361\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1839.6906524551487\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1839.690460566201\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1839.6901144270482\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1839.6901129267471\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1839.6901100287412\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1839.690110014301\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1731706723262.9036\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 269347.6881477789\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 162835.5785271448\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2035.2810123900645\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2149.9747819317768\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1847.0870823110272\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1843.819294089757\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1842.525108447212\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1842.1768087538271\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1841.8902447011792\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1841.8883326935825\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1841.8460849755982\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1841.837624195619\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1841.8375106659985\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1841.8375067435322\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 1841.8375035557483\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 1841.8375035718436\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1841.8375035557483\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1500990498247.8767\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 14213497.78579155\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 414983.0728865928\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2038.2611175404631\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2162.810711364778\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2058.611158198891\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1844.921374730528\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1843.1893050315794\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1843.6811922204306\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1859.4613996624594\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1842.734650412618\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1842.727784716707\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1842.7279348562934\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1842.7266958402258\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1842.7266797216157\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1842.7266781577928\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1842.7266781746598\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1842.7266781577928\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1657948132055.6577\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 322843.227205369\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 1522433.8609094971\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2040.0442611952267\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2164.122037769635\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2061.197544901573\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1845.9287410795746\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1844.2130730997594\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1844.7250016181222\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1860.4877910801279\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1843.7694602908657\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1843.7620840476043\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1843.762254265127\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1843.761129271134\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1843.7611120728166\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1843.7611107716632\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1843.7611107889156\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1843.7611107716632\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1710479366676.7734\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 266885.02552746923\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 368496.2326806296\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2043.4187227746995\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2165.5510357749836\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2061.5632974032014\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1847.4981255320663\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1845.8009346502965\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1846.303342769384\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1862.1011321530664\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1845.3542170661633\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1845.3465567292837\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1845.3467769474125\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1845.3457109325377\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1845.3456963541937\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1845.3456950379373\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1845.3456950551674\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1845.3456950379373\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1701637432903.6306\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1036597.3291860671\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 13660507.571038712\n", "Iteration: 4, Func. Count: 40, Neg. LLF: 2045.879118468423\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2166.7969452205207\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2063.407856415578\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1848.6168017645396\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1846.929711598687\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1847.4568579198826\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1863.2050406083608\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1846.480992391368\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1846.4730121928096\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1846.4732599497315\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1846.4721566419234\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1846.472143951541\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1846.472142574373\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1846.4721425914518\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1846.472142574373\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1642139763688.4543\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 2327481.3226162894\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 55962.81784103754\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2042.90181375819\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2157.310779627395\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1851.937500943355\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1852.9332123219083\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1850.3981689731436\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1849.994379610138\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1849.5675781449336\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1849.6301041483007\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1849.523973527947\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1849.5147751497232\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1849.5147222656342\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1849.514692464411\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1849.5146923812163\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1849.514692073863\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1784397526292.416\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 359094.24498384784\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 235136.34248997187\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2042.1779708419858\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2159.5661372763016\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1857.7332998992326\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1852.792992514923\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1851.5860242733047\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1851.166306986644\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1850.9341247841148\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1850.8836974871538\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1850.8789352253602\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1850.875608411195\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1850.8754807713492\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1850.8754432005603\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1850.8754364301435\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1850.8754358935466\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1850.8754358935466\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 40250.200572388705\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 6921767077.925377\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 14428.548230211753\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2544.5332796481944\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2190.384910296027\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1856.5673607794697\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1863.460358140554\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1854.8251376740059\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1854.618100550554\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1854.9146963081766\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1854.5698234871977\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1854.5686033986697\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1854.568507192324\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1854.5685028054645\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1854.5685023835686\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1854.5685023835686\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1789086610191.2935\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1386061.0926235644\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 6890.508064408792\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2896.9048223129175\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2157.1494821284177\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1881.295159799871\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1857.3500669984646\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1856.0946816855658\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1856.0821834395472\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1856.2280888528035\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1855.8210971766282\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1855.8198383234394\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1855.8197686170402\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1855.8197300879651\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1855.8197299892956\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1855.8197286803925\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1855.8197286687607\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1794230343788.956\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 358440.9899504986\n", "Iteration: 3, Func. Count: 30, Neg. LLF: 5933.402020375154\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2948.145037698607\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2157.8731721127983\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1914.574592770738\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1858.5723583711724\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1857.41214471397\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1857.1953052843166\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1856.9924539752478\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1857.041835258349\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1856.9844738230952\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1856.984199752631\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1856.9841807772455\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1856.984175824594\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1856.9841754144272\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1856.9841754144272\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1800538824304.0117\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1091792.4798624308\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 4520.407423141294\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3164.7654228274305\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2147.65706036987\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1867.8280526991866\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1860.0917881383343\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1858.5755590015515\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1858.350964785253\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1858.1201939986927\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1858.116522312466\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1858.112909541484\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1858.1127765962224\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1858.1125039377214\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1858.1125027809292\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1858.1125027926926\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1858.1125027809292\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1810081822662.5215\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 239621.03413652076\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 5268.855081281328\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3073.811122468472\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2149.8138590138406\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1867.0430164379704\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1861.7327981349094\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1860.1973288467339\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1859.9400612907875\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1859.7210580224164\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1859.726393103738\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1859.7127501034313\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1859.7123494335335\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1859.712290720967\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1859.712285793671\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1859.7122858046632\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1859.712285793671\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1736734997294.2905\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 714997.4796255671\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 3571.2585644888304\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3348.4331351158476\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2147.761033255111\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1876.6517795358502\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1862.7345169889445\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1861.1365637835124\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1861.0869831940772\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1863.6142925497472\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1860.8437525207764\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1860.8418537855125\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1860.841481062959\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1860.8414807343352\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1860.8414791696684\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1860.8414791563098\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1806623986121.4937\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 252755.4011198133\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 2317.552244288795\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4098.7225997434325\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2146.9202599294913\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1917.6859816976762\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1863.7843972757012\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1862.3691842110072\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1862.338434877996\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1870.1298385063815\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1862.1407588921843\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1862.1400313494808\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1862.1399635147468\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1862.1399585096842\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1862.139956400068\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1862.1399564122144\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1862.139956400068\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1781673796099.7107\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 240285.97707815506\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 296792.7680810479\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2053.6322049588252\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2173.639288623637\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1865.0914028938412\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1889.2785116324362\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1863.898795690413\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1863.6962722473081\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1863.2147051252987\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1864.4081517953782\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1863.1891814599364\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1863.184690957545\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1863.1844452008422\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1863.184372135826\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1863.1843717250388\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1863.1843717250388\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1442934405251.61\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 345940.1824598607\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 129792.98262269775\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2054.984744173048\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2174.8868505618602\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1865.9803648613056\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1896.7106602143056\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1864.6454155669353\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1864.5895673925334\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1864.3038095692127\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1864.2716601100406\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1864.2643491994447\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1864.2633676012626\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1864.2631999623918\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1864.2631916342818\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1864.263190965469\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1864.263190965469\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1496987214538.017\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 951044.5343892567\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1065391.5947770928\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2056.0555942709866\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2175.9483735129743\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1868.5459214616124\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1869.5485819995497\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1865.7391647428592\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1865.8558172191545\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1865.2665569557548\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1865.249395810254\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1865.2415213435306\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1865.2400634049634\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1865.2381262842505\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1865.237762273397\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1865.2377216076106\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1865.2377210570198\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1865.2377210570198\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1814841311056.412\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 347768.9708570601\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 6192.821035982388\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2976.9692492560516\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2158.4595517525668\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1873.712931172393\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1870.3938967018437\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1868.7512520854898\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1868.3566265807679\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1868.1617673754586\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1868.21376604633\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1868.1506131471724\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1868.1504872608557\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1868.1504601753438\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1868.150457707652\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1868.1504577179026\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1868.150457707652\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1811427220331.1292\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 165069.83860759146\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 5420.03055696581\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2695.6316920821246\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2159.0355007495355\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1873.3518396160935\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1871.45910348579\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1869.86085392605\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1869.5330867867535\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1869.3398563980409\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1869.363117378403\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1869.3289937361433\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1869.328175555907\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1869.3281660258826\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1869.328166041002\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1869.3281660258826\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1814531617496.6582\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 684270.1002123201\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 3751.3935038636064\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3297.3955265461773\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2157.3682409391663\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1882.0801871910166\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1872.4019739802006\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1870.8393734101232\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1870.6653680985328\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1870.423153617906\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1870.4182159378051\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1870.41705134284\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1870.4170416721518\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1870.4170388577018\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1870.4170388689065\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1870.4170388577018\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1816380513896.499\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 114534.760614546\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 5204.5952218285765\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3070.8002202751222\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2161.4522710536276\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1878.554840390802\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1874.0812102035277\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1872.484399132551\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1872.2625658780362\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1872.0378825474288\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1872.0390844407057\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1872.0301525300445\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1872.0299907864428\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1872.0299407623756\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1872.029937293115\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1872.0299373049515\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1872.029937293115\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1813379569727.7473\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 836190.8567972116\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 2436.86812774201\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3920.891026804097\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2157.470335781633\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1923.8983539693934\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1874.6696666691769\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1873.2421511401617\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1873.2139541565766\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1879.617745671684\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1873.007636359485\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1873.0068209016408\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1873.006759003053\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1873.006746679261\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1873.0067449466192\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1873.0067449589333\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1873.0067449466192\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 22267.784593856868\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 6660516.066092308\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 4806.482868422744\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3668.74211818038\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2169.804062115767\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1882.9030312232894\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1880.6402524803254\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1885.7514490863787\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1879.2966622756041\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1879.2143732398833\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1879.214521207985\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1879.2080405857382\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1879.2069806929082\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1879.2069725657238\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1879.2069725767858\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1879.2069725657238\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 26911.955341722638\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 252583.8934120541\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 3486.803821512538\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3995.1740249408194\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2168.8504710085335\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1888.097810159536\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1881.466537321447\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1881.07165005927\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1880.341191648851\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1880.307579418463\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1880.3038704491087\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1880.3036319580633\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1880.303426192532\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1880.3034146691402\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1880.3034119592046\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1880.3034119705367\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1880.3034119592046\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 87801550.0265386\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 256421.37616266782\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 2332.7912516757306\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4855.27121247655\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2168.067098810451\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1893.033374985594\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1882.8895427455384\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1882.553227814321\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1881.7388912923968\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1881.709478694709\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1881.7065510274697\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1881.7059453468758\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1881.7058934919755\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1881.7058679858965\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1881.7058675514356\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1881.7058675514356\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 4065393.9194608587\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 195595.16915546142\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 6574.3417058783\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2064.1153406730173\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2191.6731814891273\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2119.5483603710736\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1884.2216127568395\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1885.6235396917077\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1882.9501726027738\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1883.0622224658484\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1882.9351616913623\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1882.9094845889815\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1882.9087408387736\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1882.9087383764634\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1882.9087383892818\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1882.9087383764634\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 24282.348051223966\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 232958.91460574535\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1412978.3553718603\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2060.2647013512033\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2196.2011398104096\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2077.9941139904117\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1885.5446370133782\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1885.2328621052968\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1884.3596723141466\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1884.3170997994755\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1884.3683173754578\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1884.2776159662226\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1884.2772939548552\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1884.2769999669383\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1884.2769957523783\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1884.2769949845313\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1884.2769949845313\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 39469.302153814366\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 997353.6793519184\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 3200714.109462146\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2061.764609686945\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2197.303108387401\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2081.835078319952\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1886.750590398873\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1886.3373761850848\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1885.5587735070303\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1885.5012830699595\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1885.5590673605327\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1885.4735036376997\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1885.4732315094934\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1885.4730236381756\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1885.4730215329969\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1885.4730211006868\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1885.4730211006868\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 24105.70735827068\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1204234.327961165\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 968492.4936202922\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2063.075520515526\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2198.735436842139\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2085.0338135286866\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1888.0340808271014\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1887.6512853548925\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1886.8322748693338\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1886.7704200747391\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1886.834544573553\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1886.745459928392\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1886.7451681031623\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1886.7449861257464\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1886.744984104751\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1886.7449836614883\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1886.7449836614883\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 51646.37944969995\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3820.6640572980623\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18072.861024022037\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3274.30458832976\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2166.131592592404\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1910.0504241980098\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1888.4873114194318\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1888.5917217288652\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1887.8734122958656\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1887.8703169243884\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1887.8703090513359\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1887.8668620302442\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1887.8667280507793\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1887.866725939274\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1887.866722913549\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1887.8667229249227\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1887.866722913549\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 59865.172353880946\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 983279.5278296466\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1108377.5025399646\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2066.506567764136\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2201.333174062021\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2087.3635481381125\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1891.2067743870743\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1890.7496291202606\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1890.0072421824298\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1889.941794594127\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1890.0006141983847\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1889.9189834167553\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1889.9186783817431\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1889.918525631775\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1889.918523561144\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1889.9185235697832\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1889.918523561144\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 84742.0937438591\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 46972962.466732495\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 3334.0217941736496\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4528.675707439488\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2169.308316753184\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1895.0903222286597\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1891.477373836587\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1892.0374567340637\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1890.9679999638117\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1890.9596735536925\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1890.9579224498464\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1890.9578711012373\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1890.9577766483749\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1890.9577751885386\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1890.9577734311824\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1890.957773441542\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1890.9577734311824\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1920979485862.8179\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4394.074085634618\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 10549.365144273928\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 3832.0588302291426\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 2171.4438968802674\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 1904.4240335446798\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1893.3065622194954\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1892.6375179798088\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 1892.1483226072246\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1892.1167995126593\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1892.1142748167292\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1892.1138776475182\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1892.1136928869794\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1892.113686279645\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1892.1136858653908\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1892.1136858653908\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1917517001352.8213\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4372.394980584375\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 10836.628168200985\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 3812.1969599656595\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 2172.858087309694\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 1906.7641283046387\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1894.686652690068\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1894.0083265627736\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 1893.5306043284654\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1893.499170644089\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1893.4967740601066\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1893.4963679183943\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1893.496173383115\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1893.4961670211871\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1893.496167033304\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1893.4961670211871\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1919975011040.0652\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4220.13992722058\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 11412.010292336421\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 3782.1578152969996\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 2173.997931371172\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 1910.8928513880767\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1895.708635923962\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1895.0298958736116\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 1894.5481467716786\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1894.5159316813613\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1894.5136969268783\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1894.5133341362819\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1894.5130875812026\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1894.5130810990374\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1894.513080458516\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1894.513080458516\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1925134927498.7407\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4081.9367235557133\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13499.975016696568\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3631.2278124126715\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2173.7552671329845\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1919.222597917244\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1896.7040093375983\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1895.9514168121325\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1895.5309736519637\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1895.4982821927858\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1895.496902534156\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1895.4963513080452\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1895.4961553229996\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1895.4961416023164\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1895.496138522069\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1895.4961385341285\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1895.496138522069\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1931014907862.0225\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4032.53012502848\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17940.833931455247\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3278.32382114961\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2175.3350618154645\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1941.0991742685317\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1897.6651923758966\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1896.898198040083\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1896.470094239001\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1896.438044635498\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1896.4381068716766\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1896.4360433313286\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1896.4358789370842\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1896.4358662936388\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1896.435861305611\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1896.4358613171632\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1896.435861305611\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1931660889030.1138\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4145.6213793033885\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 56251.992908212334\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3054.276808892095\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2175.7866443093744\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1982.6805447377683\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1898.8060817351045\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1897.9869090580592\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1897.59708276125\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1897.5645238143225\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1897.566829639009\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1897.5620168027745\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1897.561864401813\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1897.5618390980912\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1897.5618369460337\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1897.5618369573422\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1897.5618369460337\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1935664706189.053\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 5171.536778387637\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 247706.95146550168\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3112.462205767962\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2209.504931724071\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1907.0200245733563\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1899.872395780793\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1899.2203288324058\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1898.6239247165458\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1898.6055577720538\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1898.6041361500174\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1898.598630099238\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1898.598403462175\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1898.5983923845204\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1898.5983844741163\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1898.5983844843552\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1898.5983844741163\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1933983297904.387\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1000406.8302606485\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 7920.6257217403445\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3528.396814010499\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2190.2776852334314\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1930.099214215789\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1900.1988131536473\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1900.7547944185917\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1899.783865866399\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1899.7324718508653\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1899.7310520126844\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1899.7300118530854\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1899.7299481717396\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1899.7298926214785\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1899.7298926313943\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1899.7298926214785\n", " Iterations: 15\n", " Function evaluations: 136\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1950012882736.7036\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4171.277544052535\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 13530.498194636293\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 3629.862018861449\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 2181.905012123906\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 1931.5276304012805\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1903.4014749882808\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1902.698849659245\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 1902.2146711044347\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1902.1823737287689\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1902.1808082940724\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1902.1803556029972\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1902.1800755374786\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1902.1800566688723\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1902.1800476511899\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1902.180047662479\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1902.1800476511899\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1965412373059.1777\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4230.20314244165\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 11003.368189774152\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 3810.935637440014\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 2183.744024582139\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 1925.0338343327362\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1905.146929876583\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1904.893706451144\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 1903.956553858582\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1903.9320220413051\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1903.9284262432068\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1903.9282980094938\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1903.927939774283\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1903.9279262966368\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1903.9279263085612\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1903.9279262966368\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1980654102142.6562\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4063.481058082306\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12186.695380507295\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3723.091609471773\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2183.2802293832274\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1932.373549425138\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1906.1475767746902\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1905.6729189866842\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1904.9070168821015\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1904.8878196874746\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1904.8853814226786\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1904.88483005187\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1904.8843159676874\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1904.884290532383\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1904.8842874326938\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1904.8842874435722\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1904.8842874326938\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1996836632013.4497\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3984.00703945982\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17235.654329871122\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3420.209825490842\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2185.312674360737\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1951.7142533843682\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1907.1090205176697\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1906.538640206215\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1905.848903624698\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1905.8316951226816\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1905.830884020447\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1905.8279928224008\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1905.82749520591\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1905.8274896996516\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1905.8274887861576\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1905.8274887861576\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2010636471258.5103\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4073.0222396208896\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 26758.72155305153\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3125.0086758188977\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2185.855425088213\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1996.0897736922507\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1908.2747990669393\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1907.5700411049743\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1906.9738686146134\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1906.95987159785\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1906.9614851275594\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1906.954550547202\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1906.9540844964745\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1906.9540789084983\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1906.9540777435552\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1906.9540777548507\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1906.9540777435552\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2016731365893.7754\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4405.648880562764\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 5669380.5211331975\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3003.731828570586\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2186.7456751899963\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1936.070276439153\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1909.3313641373074\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1908.4160914901827\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1908.1030746370316\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1908.074365754789\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1908.0654271970975\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 1908.0622569702377\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 1908.062199731572\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1908.0621459882766\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1908.062145051861\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1908.062145051861\n", " Iterations: 15\n", " Function evaluations: 136\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2022092553057.2168\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 6827.414625978228\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 94603.96298244262\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 4323.322709877556\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2213.604819753281\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2298.921532292472\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1910.622594320442\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1911.7927769540775\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1909.1912609529493\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1909.1604220784177\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1909.1569886307398\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1909.155932127435\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1909.1557369141601\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1909.1555410012825\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1909.1555228077025\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1909.1555180119854\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 1909.1555180239884\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1909.1555180119854\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2018463096403.5862\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 9371.39416086506\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 4065.9994969692243\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2742.3064096538437\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2207.2411446426277\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2027.4589608875704\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1911.71453620966\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1911.6053404644183\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1910.42325444074\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1910.4058732491549\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1910.4050211457272\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1910.4019202672453\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1910.4012398001312\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1910.4012319569015\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1910.4012306701902\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1910.4012306815857\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1910.4012306701902\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2020770386228.599\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 432590.63804124144\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 6685.3456579972135\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3609.545114351064\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2202.10137283798\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1941.8287081024\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1912.5926585868026\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1912.292707828044\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1911.3794924023478\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1911.3581235193174\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1911.355625405894\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1911.3551814116868\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1911.3545786254388\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1911.354550045613\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1911.354546098134\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1911.3545461085141\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1911.354546098134\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1620725690166.115\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1916799.708386871\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 5064.34600528376\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3754.20559059633\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2202.3888422572372\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1938.6505376952805\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1913.599429811035\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1913.3700347934232\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1912.398780948078\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1912.3763196168793\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1912.3734899362507\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1912.3731272051286\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1912.3726266730816\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1912.3726069826382\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1912.3726036293642\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1912.372603639913\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1912.3726036293642\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2048877937504.8127\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1229078.2115471552\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 4006.775463671048\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 3325.002170321012\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2212.0862493385966\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2552.1265796519\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1914.6353696380584\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1914.8963516130855\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1913.2536291456158\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1913.234409940072\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1913.2318375900684\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1913.2303883424447\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1913.229744782279\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1913.229671056646\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1913.2296662511021\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1913.2296662592832\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1913.2296662511021\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2074941456929.0957\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3071383.184179401\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 3903.1640664563083\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3978.0327772842656\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2202.695399458954\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1943.2928212934435\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1915.9823850310336\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1915.6874023763294\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1914.7681684708677\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1914.74879117892\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1914.7462363189989\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1914.74578279689\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1914.7452791634728\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1914.7452556921082\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1914.7452518269881\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1914.7452518377331\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1914.7452518269881\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2093913085129.3718\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 6012364.691755584\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 807218.7553100754\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2128.3413249517657\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2228.5770119237277\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2115.182937346435\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1916.9056215322305\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1916.5559977532896\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1915.6254191426242\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1915.5574451896528\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1915.6453581564654\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1915.5305720040506\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1915.5297309719094\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1915.5295474878176\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1915.5295429445264\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1915.5295419217744\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 1915.5295419349843\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1915.5295419217744\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2117783729540.0188\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1711973.898758775\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 560638.9559539979\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2128.931335743485\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2230.115074641539\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2117.241309046787\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1916.808011429472\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1917.8961852776126\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1923.1409309848887\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1916.557691780648\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1916.5418116823444\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1916.5407192682728\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1916.5402045343715\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1916.5401929630943\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1916.5401917114773\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1916.5401917214754\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1916.5401917114773\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1413968114980.0596\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1073931.3014106497\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1119936.4787984246\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2129.631162321067\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2231.7632735434518\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2119.8199848393456\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1918.6923366102128\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1918.3572057441183\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1917.3979639911736\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1917.328266066871\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1917.4116920573638\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1917.304051504058\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1917.3033994584644\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1917.303257742648\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1917.303254475222\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1917.3032538606308\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1917.3032538606308\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1213206286708.1992\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 12728575.471696317\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 368658.68541762844\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2130.493649572464\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2233.3743797742954\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2122.5849489969787\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1919.681112805887\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1919.2845272935106\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1918.0842784449515\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1918.0697954493917\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1918.0693335949554\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1918.0489808690681\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1918.0478873985337\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1918.0478519404803\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1918.0478377345507\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1918.047837659509\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1918.047837435075\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1974658817474.112\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 249678.63109908288\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1252051.975250524\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2794.223979863934\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2292.435252745558\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2079.055886378512\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1920.296107021226\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1921.278970548729\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1918.8579692516591\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1918.7766934668296\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1918.770046191824\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1918.7655120940178\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1918.763779834103\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1918.7634675513896\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1918.7633529580153\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1918.7633503287261\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 1918.7633489151867\n", "Iteration: 18, Func. Count: 160, Neg. LLF: 1918.7633489272732\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1918.7633489151867\n", " Iterations: 18\n", " Function evaluations: 160\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2163718360750.642\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 3645328.198836902\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 851021.6312628591\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2598.417754059682\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2277.5694569747125\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2078.7815939484444\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1921.3736080818503\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1930.2403227395853\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1920.0691108337446\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1919.9198196606353\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1919.9025950773919\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1919.8979577442758\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1919.8944511271754\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1919.89447350478\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1919.8943025127255\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 1919.8943025238723\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1919.8943025127255\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2119164178742.7664\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 749250.1402976537\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1502628.8110197028\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2136.359978528569\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2237.50992406656\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2126.341063021896\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1923.263395085924\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1922.8749980508312\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1921.7111336419632\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1921.7021584684653\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1921.6960419499005\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1921.6746815857784\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1921.674580637506\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1921.6745802386847\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1921.6745802386847\n", " Iterations: 14\n", " Function evaluations: 132\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2132103833337.1128\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 12452368.12828818\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 5106708.513784092\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2137.253284143014\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2239.147521413751\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2128.4496083436416\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1924.0955443042458\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1923.6758573391285\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1922.4991884073252\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1922.4893022303347\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1922.485273775471\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1922.4657014042036\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1922.464364549111\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1922.4643317786858\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1922.4643146973028\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1922.4643146232288\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1922.4643143797557\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1052187170191.8221\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 12494605.088147167\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 390828.15230228583\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2137.495671079423\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2240.794192382301\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2129.5091624565625\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1925.295880125048\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1924.9059953735318\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1923.6910043688144\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1923.6796010655903\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1923.6767596147622\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1923.6563425186841\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1923.6550782896807\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1923.6550428729142\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1923.655026089135\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1923.6550260047204\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1923.655025752009\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1099039208913.3031\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 824116.9292066729\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 2577413.5735961697\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 3024.3711666353765\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2335.403526148344\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2089.5427357158965\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1925.9538013438728\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1927.9796552443697\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1924.442237735606\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1924.3861138190937\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1924.3832581574218\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 1924.3818619548383\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 1924.3813283605436\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 1924.380336765881\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 1924.3803133881195\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1924.3803099224883\n", "Iteration: 17, Func. Count: 151, Neg. LLF: 1924.3803099311413\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1924.3803099224883\n", " Iterations: 17\n", " Function evaluations: 151\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2219775484920.8486\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 8431544398.114896\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 11211.360130286674\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2878.5241855741633\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2278.3120028621174\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1927.3120352422534\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1926.6385250220906\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1927.2433179161221\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1925.421092739211\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1925.3060404195098\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1925.2995693036405\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1925.2974679997426\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1925.2967240019732\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1925.2965795011055\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1925.2965668084873\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1925.2965661208102\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1925.2965661208102\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2235282664856.0293\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 8406737144.776592\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 14485.630423187147\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 3489.804796762214\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2380.2842343392276\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1986.2336625017\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1927.441243719386\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1927.3930628807643\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1926.0259518902203\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1926.0012655510473\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1926.0026657089184\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1925.9997601125547\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1925.9984391695534\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1925.9984154037177\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1925.9984149048357\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1925.9984149048357\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2131205232449.5054\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 363094.70837252465\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 4253774.054754481\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2145.2178661904773\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2247.242699518729\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2131.6299717450333\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1930.2861317114787\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1930.0194714222512\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1928.9643527315768\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1928.910304092266\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1929.008391054669\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1928.8673734487609\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1928.8660269798347\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1928.8656490368257\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1928.8656399299236\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1928.865638975354\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1928.865638975354\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2148010083489.8945\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 5722460.992799179\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 10072079.268386489\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2146.1172761828034\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2248.854489414363\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2131.3344427125166\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1932.1899373461667\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1932.1721278800137\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1930.6122922954623\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1930.5872364495401\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1930.5993573590224\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1930.561567595503\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1930.5602906377412\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1930.5602310064082\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1930.560218833636\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1930.560218400999\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1930.560218400999\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1987847709507.0276\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 498888.4502737415\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 1366765.8818033943\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2146.8237701624635\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2249.4714641247874\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2135.1860390416687\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1933.0243088645877\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1932.8700000374788\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1931.4254930401194\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1931.4046462033562\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1931.408192838539\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1931.3806595220838\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1931.3796652582764\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1931.3796159725537\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1931.3796030966316\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1931.379602813735\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1931.379602813735\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2167847330603.9683\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1550677.6041407133\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 11922991.745735079\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2148.135590644208\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2250.3219286904823\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2139.4926972416797\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1933.8071604580994\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1933.5718790715005\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1932.2433311932623\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1932.2337580736473\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1932.224155572379\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1932.2046086180037\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1932.204509127833\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1932.2045086109867\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1932.2045086109867\n", " Iterations: 14\n", " Function evaluations: 132\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2026533994154.8682\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 1214100.3369593276\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 3056660.74218478\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 2150.192273318932\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2251.4749411561106\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2142.114151873924\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1934.8134458082015\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1934.5634111056297\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1933.2595992032811\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1933.2528436415162\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1933.2413246673802\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1933.2230876428048\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1933.2229922909587\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1933.2229917162745\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1933.2229917162745\n", " Iterations: 14\n", " Function evaluations: 132\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 934772.9936367306\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 7591954294.1942\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 2681814.147616001\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 3080.7886337929353\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2364.641450408555\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2165.8955062765617\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1940.32968227652\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1939.3795240367003\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1938.9654987909191\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1938.95843596045\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1938.9608347765848\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1938.9413416461616\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1938.9406241695087\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1938.9406283428734\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1938.9406057452961\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1938.9406057452961\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1008030.0027391594\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 7316092534.0873575\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 696077.1196330921\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3109.7810490677466\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2326.3594625320256\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1942.9239636197651\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1942.1323953452159\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1970.8631256367275\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1940.3618792777647\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1940.3009003021773\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1940.3060170427095\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1940.2958634506508\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1940.2924548251258\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1940.2924163279665\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1940.2924113378594\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1940.2924113524368\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1940.2924113378594\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 3583327.6747068437\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4172.138595345701\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 324953.66031111556\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3013.168336457417\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2223.6363061706215\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2983.450218724057\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1942.8839457654003\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1942.3047436953902\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1941.4952828214962\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1941.5003884455716\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1941.4835842431803\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1941.474167042971\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1941.4741372839833\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1941.4741363907656\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1941.4741363907656\n", " Iterations: 14\n", " Function evaluations: 132\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2058670557455.7139\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4930.180478705841\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 10731.052883199964\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 3782.347489295096\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 2229.6289457181474\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 1981.7044391833194\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1944.1644185127807\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1943.5116412390425\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 1942.531990256331\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1942.603198566183\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1942.5150704202997\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 1942.5077917030096\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1942.5077070278758\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1942.5077066102438\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1942.5077066102438\n", " Iterations: 14\n", " Function evaluations: 133\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1822905.8930268427\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 7405796020.502002\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 18583.84616039043\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2645.893361682638\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2295.844208960988\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1949.9705513804495\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1946.0242751440956\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1944.746960573136\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1944.458010650686\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1944.3916481208648\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1944.3926712695024\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1944.3875623117465\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1944.3874697620206\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1944.3874679556927\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1944.3874679740802\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1944.3874679556927\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2058996167047.7976\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4959.5496225237675\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 10711.26400239256\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 3801.6416429355377\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 2232.538061556307\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2019.1097253974074\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1946.9122731176112\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1946.5564030582982\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 1945.4581991676162\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1945.4873648845423\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1945.443712151333\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 1945.4366425587934\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1945.4365743330022\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1945.4365743480182\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1945.4365743330022\n", " Iterations: 14\n", " Function evaluations: 132\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 364086.4265857928\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 11715721909.511864\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 155448183964.80133\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2460.7711125102214\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2237.4558857743004\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1949.9658748966829\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1951.2548496115037\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1978.071037809199\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1948.075345717206\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1947.911093451183\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1947.8983330530527\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1947.8871610072472\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1947.883077107602\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1947.8823901522787\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 1947.8823800770665\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1947.8823793032134\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1947.8823793032134\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 598351.2143232895\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 8406582040.382862\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 118264712911.08359\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2497.601793764664\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2188.244857005975\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1950.630066965445\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1951.1049439636547\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1949.14895772521\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1948.9878188148914\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1948.952428319681\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1948.9198744934504\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1948.9111320467825\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1948.9097612072792\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1948.9097286653887\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1948.909726080964\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 1948.9097260948924\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1948.909726080964\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1627180.9666994368\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 7657703530.624189\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 15720.535388108141\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2693.7328514427254\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2305.435470296018\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1958.3367983931062\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1951.1766189904197\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1951.0185154654087\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1950.002762505931\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1949.9586849872364\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1949.957025486132\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 1949.9563476682165\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 1949.9563149905707\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 1949.9563031657203\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1949.9563031836979\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1949.9563031657203\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1139860.1085154419\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 7792473240.430521\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 12597659.368382234\n", "Iteration: 4, Func. Count: 41, Neg. LLF: 3145.1095869703304\n", "Iteration: 5, Func. Count: 51, Neg. LLF: 2400.9518657944564\n", "Iteration: 6, Func. Count: 61, Neg. LLF: 2159.464209425644\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 1952.8086530630458\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 1951.9023662909333\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 1951.4575620177102\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 1951.4333392131255\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 1951.4346223613309\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1951.4307235192132\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1951.430636490341\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1951.4306343944256\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1951.430633962826\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1951.430633962826\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2090633978720.7107\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4922.853652167099\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 11070.864344729292\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 3789.485829106581\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 2239.983566590664\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2131.977140085338\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1953.7532543525795\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1953.4007126947295\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 1952.438141006262\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1952.426198042708\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1952.4367695456726\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1952.4133719482527\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1952.4130172654602\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1952.4129599553876\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1952.4129550476796\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1952.4129550616683\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1952.4129550476796\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2094655199632.9365\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4929.931521568056\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 11256.881439897108\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 3766.132420911698\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 2241.187706239414\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2279.637363011753\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1954.7458578149008\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1954.863838226954\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 1953.4356837734128\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1953.427990170329\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1953.4219076283566\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1953.4120673515472\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1953.4114752283622\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1953.4113958302664\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1953.411394158869\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1953.4113941725427\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1953.411394158869\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2096103139254.7407\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4941.283454756215\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 11458.949640617066\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 3076.952073198613\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 2260.5823164315957\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 1955.7571808094906\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1955.484787772074\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1954.4674278109073\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1954.4278219377147\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1954.5248309647181\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1954.3982829261308\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1954.394402775955\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1954.3943655260673\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1954.394334255059\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1954.3943324004317\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1954.394331887746\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1954.394331887746\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9380640.643353838\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4414.369233945299\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 11395.604300209423\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 3737.0836850123633\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 2243.3296237144314\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2283.740611494254\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1956.6610037942876\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1958.1548361886698\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1956.6061498963106\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1956.5703252260157\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1956.5653914016518\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1956.5653154349102\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1956.5653154509735\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1956.5653154349102\n", " Iterations: 13\n", " Function evaluations: 123\n", " Gradient evaluations: 13\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 19114635.279165775\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4708.279615224816\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 11131.357232874725\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 3759.555485544149\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 2245.100967013148\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2209.062581364272\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1957.98026711951\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1959.347407284223\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1958.066023131687\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1957.9118568693168\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1957.9051744704066\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1957.9051096124886\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1957.9051096289336\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1957.9051096124886\n", " Iterations: 13\n", " Function evaluations: 123\n", " Gradient evaluations: 13\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2081928138631.3506\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 5001.615064374815\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 11275.260179965384\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 2463.6694782035993\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 1967.606237587781\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1962.7445123091966\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1964.93903519707\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1959.2644366729244\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1974.6801297893674\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1960.5041832842917\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1958.8648568446306\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1958.866055932863\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1958.863340868445\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1958.863339035408\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1958.8633390498858\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1958.863339035408\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2074451440731.683\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 5017.2220653432\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 11255.790557145552\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 2238.577305546763\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 2093.1966131427703\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 1964.034180585713\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1963.2869312184603\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1962.250559777307\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 1960.0116171975203\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1959.9513027930373\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1959.9239951724858\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1959.9124294364278\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1959.9059932133532\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1959.9056271988425\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1959.9056096733584\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1959.9056096851405\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1959.9056096733584\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1747229341165.8525\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 5033.979107692843\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 11333.551682040023\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 2298.9203293499713\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3720.646079395561\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 1964.753031238411\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1964.0432132870485\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1962.5161869170138\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 1961.0553429118659\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1961.0486113375696\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1961.0793085799273\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 1960.8797576692446\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 1960.8790790176263\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 1960.879078189821\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1960.879078189821\n", " Iterations: 14\n", " Function evaluations: 133\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 1048244.2471199911\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 8611711355.511097\n", "Iteration: 3, Func. Count: 31, Neg. LLF: 18582324.54765142\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 2503.7353004578\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 2196.9559421421577\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 1967.2192970778835\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 1964.620404841351\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1968.5860576903526\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1963.3748011499351\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 1963.3192757495335\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 1963.31669102239\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 1963.3150838061786\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 1963.3149746568163\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 1963.3149652387851\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 1963.3149644184764\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1963.3149644184764\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 61643905.90807183\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4871.016358492167\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 11582.068617887402\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 2274.168798653137\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 2073.7185201120856\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 1968.8730931180364\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1969.0302564673402\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1964.5617529842152\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1964.524559123347\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1968.835026650293\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1964.350194560872\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1964.3396170002598\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1964.3395446298164\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1964.3395004201852\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1964.3395004355223\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1964.3395004201852\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2131052792468.5212\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4954.403062358156\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 11617.177278949344\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 2302.1958158393095\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3706.696383257308\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 1969.1648909108744\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1968.5200278972518\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1967.1973915684766\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 1965.4728350628745\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1965.3804586706365\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1965.5302080800084\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1965.2978417901934\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1965.294452131448\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1965.2944309410027\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1965.2944294081713\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1965.2944294237889\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1965.2944294081713\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 2134340343662.586\n", "Iteration: 2, Func. Count: 20, Neg. LLF: 4961.448622853103\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 11690.563746804335\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 2302.350701384933\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3692.945808096617\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 1970.1558914279415\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 1969.4904622815798\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 1968.3405405754124\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 1966.423546832895\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1966.3324547530838\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1966.4641693468557\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1966.2498567017951\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1966.2464789345206\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1966.246458767525\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1966.2464573170673\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1966.2464573325321\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1966.2464573170673\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9941.47208807913\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 44768740237.80172\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 714807.888928605\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2488.605711837297\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2271.270072156018\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1979.4017169478452\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1976.5200835748878\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1987.0471279354801\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1974.8482433843726\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1974.7751435349148\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1974.7820064314828\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1974.7657271159146\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1974.765271848909\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1974.7652587564023\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1974.7652565014037\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1974.7652565230653\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1974.7652565014037\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10050.496638926032\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 65128680075.583984\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 919974.9892829417\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2494.65879676201\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2274.445843322731\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1980.6357585638366\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1977.0858912650617\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1977.252916051319\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1975.9896982652356\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1979.0696014695484\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1975.962696353975\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1975.9618786025314\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1975.961309670811\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1975.9613069762006\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1975.9612944744736\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1975.9612944530736\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10066.563683698278\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 39415791777.710724\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 569919.3007244295\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2499.3977447484795\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2275.844672851515\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1983.177562705922\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1978.5521414578402\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1978.7979340646252\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1977.464931304164\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1982.8491242513016\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1977.4359641582407\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1977.4351744634341\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1977.4344920867538\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1977.4344887004831\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1977.43447172225\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1977.43447172225\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10020.096296852778\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 34568239822.91008\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1828580.9372063244\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2498.595232248538\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2276.7522334797004\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1984.0366719367325\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1979.557402223362\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 1980.967723272218\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 1986.3815355270683\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 1979.3599006142108\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1979.3593550041535\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1979.3592725708268\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1979.3592452347882\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1979.3592420538903\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1979.359241247584\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1979.359241247584\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9917.008884892562\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 67185506032.017555\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 605133.6786722573\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2502.13516918963\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2278.7749927110644\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1985.4242922281273\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1983.8663585897052\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2005.450167475119\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1982.015464034135\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1981.8326016285944\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 1981.8342519314192\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1981.8164511135096\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1981.8159336616905\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1981.8159242404254\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1981.8159234893167\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1981.8159234893167\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9922.31980879244\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 66919386194.917854\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5081137.004875669\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2505.6651577791417\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2280.778186328049\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1987.6415233040168\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1984.166747434865\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1984.7450306131016\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1983.0984315680264\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1987.5031548330176\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1983.0673968603598\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1983.0664948616002\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1983.066169554305\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1983.0661587236182\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1983.0661472605611\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 1983.0661472833822\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1983.0661472605611\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9918.423019267539\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61403782678.40026\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6672417.788678987\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2507.475294369008\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2282.062430603909\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1990.3944322418272\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1985.461662919486\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1986.1821548323924\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1984.3778898277349\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1986.2690765470443\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1984.3445814686515\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1984.3435923170189\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1984.3431261183512\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1984.3431118795793\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1984.3430946150838\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 1984.3430946380404\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1984.3430946150838\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9947.05764454991\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 51586316961.966644\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 2247304.298774487\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2517.5458498764124\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2284.5865465868483\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1992.265157099725\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1987.4326241720223\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1987.7584209416477\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1986.3757182527645\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1998.60629939934\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1986.346746476203\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1986.3459040774646\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1986.345398632889\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1986.345391322683\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1986.3453752414052\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1986.3453752414052\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9961.627249530291\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 64907772743.01698\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 332309491.2418843\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2522.8526167086493\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2287.2976521182854\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1995.6917211397094\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1988.6789812950706\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1988.8606009383611\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1987.6313175100909\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1996.7941313643473\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1987.601827913843\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1987.6011187799859\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1987.6003550140636\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1987.6003504567377\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1987.6003302396034\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1987.6003302396034\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9971.619143575375\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 68283283048.84985\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 333792726.99506944\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2524.4063139537984\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2289.1076708569017\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 1999.8111658434318\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1989.9306113953107\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1989.9764745081948\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1988.8675171406142\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1998.1780600890913\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1988.834821311342\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1988.8340427073686\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1988.8332772441895\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1988.8332752138358\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1988.8332512613451\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1988.8332512613451\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9982.244245115005\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 68109724421.3823\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 36025777.27786684\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2523.4544712724723\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2291.167736629321\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2004.8330661601822\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1991.1123613077054\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1990.929332764197\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1990.0311207563539\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1992.9914822209673\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1989.9987807387515\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1989.9980979218135\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1989.9974326850056\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1989.997434793004\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 1989.997418718343\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1989.9974186931772\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9991.472039662945\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60221957646.40072\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 359484135.0492566\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2522.1360798856294\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2293.2168604567787\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2011.5353768203227\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1992.2554831919235\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1991.9158961897035\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1991.1540979056515\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1992.0648361457356\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1991.1212685657658\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1991.120886523639\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1991.1202544440346\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1991.1202565754452\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1991.1202490602595\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1991.120249037434\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9986.975113900427\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 67985580656.27023\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 764452.0096353902\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2534.428633517606\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2292.701291790957\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2001.4838867077729\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1995.358499180307\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1995.6577769336977\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1994.3036161313898\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2004.439689551538\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1994.2743105505692\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1994.2735245786341\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1994.272816429528\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1994.2728119362569\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1994.2727921975386\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1994.2727921975386\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9934.095319900342\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 68885798489.15192\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 405609734.52386165\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2535.136933068863\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2294.0503482923496\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2004.0086624929388\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1996.6890176983552\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1996.9939266330298\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1995.6580427742406\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2005.6270151544832\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1995.6294285421347\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1995.6286819838133\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1995.6279199492633\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1995.627916189206\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1995.627897191966\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1995.627897191966\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9960.403265086461\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 69248194270.77171\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3715588.4781007576\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2542.9780384434125\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2296.568491833918\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2007.9518706246483\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1998.1279091522572\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1998.1497328333683\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1997.097588895722\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2001.8689382276307\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 1997.0690984425337\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 1997.0684353824997\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 1997.06772907065\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 1997.0677280763857\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 1997.067708715477\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1997.067708715477\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10024.15478980315\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 49734998509.34288\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 1252446.742384513\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2548.0244028522147\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2299.131857545266\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2012.8449441590074\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 1999.3868635270233\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 1999.120870192567\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 1998.353597892071\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 1999.326772196764\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 1998.325798873293\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 1998.3253401878017\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 1998.3248511558684\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 1998.3248530452204\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 1998.3248446784264\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 1998.3248446529774\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9847.642164304732\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74811327539.21075\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 52788.37370993377\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2639.4058007158046\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2022.1434496348456\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2039.1695925913014\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2028.6516826937286\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2018.25253733246\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2017.471308843113\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2024.910724710722\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2017.3595246876923\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2017.4949926568725\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2017.3226537281475\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2017.2780278482737\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2017.2777920286808\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2017.276926839287\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2017.2769268746565\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2017.276926839287\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9676.408786323587\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74827831925.37126\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 36399.6452935228\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2667.0848923662097\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2023.3990382206803\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2040.4007625030322\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2019.5383987958037\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 2031.3871002496521\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2022.0401819605945\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2018.744963188444\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2018.7389307408607\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2018.7295920723761\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2018.729019400027\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2018.7289832946253\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2018.7289844095162\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2018.7289788485969\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2018.7289788485969\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9734.849366580464\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76354722043.21408\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 29718.006652944634\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2695.392109864628\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2024.5764993112793\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2053.15794765197\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2021.5621142891355\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2020.7885088781993\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2025.2656022323727\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2020.6760976401397\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2020.6201432197086\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2020.6127330907464\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2020.6110380744515\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2020.610690210456\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2020.6105533973293\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2020.6105455400493\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2020.6105447054847\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2020.6105447054847\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9618.137960154083\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 79967166022.75485\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 21226.442562620636\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2761.0196252771784\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2026.714338299717\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2050.2804489725877\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2023.6960038233988\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2022.9535403203456\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2024.065275483177\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2022.7147099665435\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2022.7027649383504\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2022.69984352923\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2022.6993501155455\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2022.6993096818114\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2022.699297404984\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2022.6992964761453\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2022.6992964761453\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9732.164382368424\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77952900988.57962\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 23918.300954073246\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2735.229900325002\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2028.2933218324456\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2119.650262788057\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2025.5926102631895\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2024.7161329682576\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2025.1050686587944\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2024.5463587664315\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2024.5364852036375\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2024.5320875580437\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2024.53122655897\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2024.531112881239\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2024.531094374192\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2024.5310937414438\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2024.5310937414438\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9714.52879901305\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76562398380.88861\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25655.68574870941\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2717.203893308495\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2030.2899749578628\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2063.340818064849\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2027.3776796912025\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2026.4753044411232\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2027.789677420848\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2026.3173663187163\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2026.3045672323074\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2026.302512348557\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2026.302424462024\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2026.302339269057\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2026.3023391058387\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2026.3023391058387\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9730.112346727456\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77216840888.30853\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25294.224858191745\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2719.3200574777848\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2031.8087583703345\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2158.7241331809855\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2029.126697628426\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2028.2395185783955\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2028.1581878089187\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 2028.0477193765\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 2027.9755693941893\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 2027.9717336157723\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 2027.970514948547\n", "Iteration: 14, Func. Count: 128, Neg. LLF: 2027.9702945822837\n", "Iteration: 15, Func. Count: 136, Neg. LLF: 2027.970281836197\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 2027.9702788781196\n", "Iteration: 17, Func. Count: 151, Neg. LLF: 2027.9702789148203\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2027.9702788781196\n", " Iterations: 17\n", " Function evaluations: 151\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9745.023984361933\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75622715611.61234\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25197.268624296834\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2718.7604593836877\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2033.48529078899\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2141.143132240699\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2030.8316530446803\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2029.812982647833\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2030.489260019835\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2029.6270637050152\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2029.5947726200116\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2029.5944453200773\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2029.5938515133232\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2029.5938419505742\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2029.593831870009\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 2029.5938319060585\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2029.593831870009\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9748.042596238856\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75639247947.07887\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 23759.91797846683\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2730.670145872341\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2035.0191855526812\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3038.3162363741703\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2032.4615834268684\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2031.358110480826\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2032.96738210422\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2031.28539318026\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2031.209300007\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2031.1952366720302\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2031.19508887261\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2031.189145981675\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2031.1879698115763\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2031.187969846548\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2031.1879698115763\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9701.667478255235\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73175646538.59976\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20675.735853761762\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2772.419208763514\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2036.788496822323\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3058.8790564203164\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2034.4454509648347\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2033.1682010056427\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2036.0864524173342\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2033.0278275201472\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2033.007400065834\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2032.9998395884618\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2032.9997588489996\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2032.999533365288\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2032.9995327531074\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2032.9995327531074\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9724.51182132757\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72164893474.76012\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20909.34851780094\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2767.99846412204\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2314.7553101233175\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2056.4239252715206\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2035.611752640776\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2044.055211772366\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2034.7426962084803\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2034.6052305568574\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2034.8784391534577\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2034.5085014908868\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2034.5082364871396\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2034.5078777229346\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2034.507878590126\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2034.507867307142\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2034.507867307142\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9753.67189914946\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58321069850.48929\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 23455.27627548224\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2737.9246791828773\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2319.529044941184\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2058.249109699877\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2037.4153060947106\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2048.7053652665286\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2036.5676013653483\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2037.2439348822136\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2036.378479598591\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2036.3383766900993\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2036.3383795995942\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2036.3370195753346\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2036.3370041086991\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2036.3370041416354\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2036.3370041086991\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9763.756674536391\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77653138255.36159\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 23837.542734400755\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2734.048870424284\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2322.4492940565433\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2059.810069402627\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2038.8519944096101\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2077.5332943736694\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2038.0786905278283\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2038.1650565040597\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2037.768572314436\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2037.7601674390996\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2037.7600781799756\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2037.760041471779\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2037.7600349058262\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2037.760034450991\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2037.760034450991\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9782.962503666466\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77025461609.35495\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25220.769122555925\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2722.8230210586894\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2324.8096884746033\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2060.1194133637337\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2040.2839940794495\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2075.6893436557075\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2039.320009941612\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2040.673396096064\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2039.2444249148382\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2039.2318295325565\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2039.2312801721891\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2039.2311595387255\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2039.231158663496\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2039.231158663496\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9796.60250859872\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74901041482.27705\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 26240.57349791476\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2715.591335447766\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2327.4415008668066\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2045.7566264835825\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2041.402661293499\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2112.621625768034\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2046.8607073440312\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2040.6335719951967\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2040.6262583424727\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2040.6211076121858\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2040.6211453085311\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2040.620817707546\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2040.6207975175093\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2040.620797548386\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2040.6207975175093\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9808.231331266214\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59140564659.85515\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 26200.492196878786\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2717.2800609491815\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2330.055408976997\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2043.9140901000026\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2043.406016173095\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2042.2253346012603\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2041.9943969977692\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2042.011297796965\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2041.9386697127422\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2041.9384829991975\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2041.9383036006325\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2041.9382978201518\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2041.9382965807883\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2041.9382954301539\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2041.9382954611642\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2041.9382954301539\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9781.0319187897\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76995088634.0798\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 23586.072788065623\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2744.9342938191044\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2330.765883894955\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2045.6042194655995\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2046.814276129008\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2044.0402262690768\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2043.7580222512174\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2043.7424062547773\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2043.741839180146\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2043.7396895700108\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2043.7396889982574\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2043.7396414490802\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2043.7396403229077\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2043.7396403571643\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2043.7396403229077\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9810.170207501858\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77523222473.02008\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25223.131014791747\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2731.7536756726786\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2333.7783003496174\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2046.7089966478188\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2082.6594240221257\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2045.5046531025616\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2045.2394476707186\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2045.23824678843\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2045.1828117969662\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2045.182229747084\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2045.1812245967915\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2045.1812146612765\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2045.1811302412557\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2045.1811294794256\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2045.1811294794256\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9814.769987741049\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77711529861.2365\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 26115.45425653901\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2728.104911180097\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2336.1252241170046\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2047.664960078665\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2093.2509570397665\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2046.6470608655095\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2046.4839836647793\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2046.538042590428\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2046.4237355321618\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2046.417849217914\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2046.4174547280948\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2046.4172719079775\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2046.4172666644029\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2046.4172666960649\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2046.4172666644029\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9826.554781509789\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77442093000.20267\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 27034.659817418986\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2722.8131970512\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2338.7221841340497\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2048.850455861728\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2070.234896043782\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2048.298510874548\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2047.754642650771\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2047.9251750032918\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2047.68330654601\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2047.6742257694027\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2047.6739002823056\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2047.6738709781298\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2047.673866653996\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2047.6738666849426\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2047.673866653996\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9817.90897864226\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57951338373.03139\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 27420.360952210063\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2723.683306081395\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2340.7832701112807\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2050.211759592846\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2049.7181324235617\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2053.0786823383705\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2049.04847668227\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2049.1772746920187\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2048.9850192990316\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2048.955880889231\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2048.9528429352063\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2048.946380123285\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2048.9463338582964\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2048.946333888982\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2048.9463338582964\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9804.901660471225\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73990089595.78552\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 24365.38526502584\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2746.5426608904563\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2341.006805480992\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2051.8116350392893\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2050.996495952946\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2051.7118179970257\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2052.7762900768507\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2050.509355878114\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2050.4946839777463\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2050.470585455545\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2050.4704819728845\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2050.470233013135\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2050.470233043012\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2050.470233013135\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9821.50530458044\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78235921895.90143\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25212.140594313652\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2738.4972557679494\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2343.4938175687\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2053.4616092724873\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2052.3338223861165\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2052.336899172074\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2051.75467553322\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2051.729289046197\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2051.7268778439875\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2051.725573443674\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2051.7254687206414\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2051.725381382207\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2051.7253801528295\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2051.7253801831075\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2051.7253801528295\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9839.211047885332\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77781814336.5617\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 26274.44849787279\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2733.5820490426267\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2345.2582538464285\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2055.5060752195286\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2053.5478627971743\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2053.548764187022\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2052.982543995122\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2052.960572011888\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2052.958663602638\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2052.9541414650203\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2052.9541126664403\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2052.9541126988697\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2052.9541126664403\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9842.73138673319\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77867037512.15552\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 27664.756925435377\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2728.0056220289634\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2347.2899855459145\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2058.819869232676\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2054.6231119004556\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2054.9160401696463\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2058.0852739493166\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2054.0199458768975\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2054.0562460043666\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2054.0125701408047\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2054.0125281967166\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2054.0125271885845\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2054.0125265471343\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2054.0125265471343\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9849.75621069935\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71217920951.37248\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 28569.955056067258\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2725.4301020659764\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2349.1939979416056\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2062.336807606609\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2055.686065346737\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2055.996984317768\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2059.4478883678216\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2055.0595077818207\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2055.077513421812\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2055.0551756769264\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2055.0551579672633\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2055.0551568482088\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2055.055156880475\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2055.0551568482088\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9848.41337145276\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78114187507.40356\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 30708.354786874097\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2718.7651768450723\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2350.108537058045\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2065.239779547732\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2056.907230326613\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2057.208690039035\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2060.8820616874004\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2056.2713332961416\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2056.282992598005\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2056.267910170268\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2056.267898364481\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2056.2678972874164\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2056.2678973201005\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2056.2678972874164\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9855.246915937432\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77929405358.69617\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 28931.641924652256\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2728.897864817891\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2350.6887519334905\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2068.0858739405353\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2058.056327803627\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2058.2476959058217\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2062.1862154574596\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2057.422399083845\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2057.4310863340706\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2057.418774031038\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2057.4187668398017\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2057.4187661819533\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2057.4187661819533\n", " Iterations: 14\n", " Function evaluations: 132\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9856.765077953183\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78237380142.3742\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 28806.791699143094\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2726.991234098683\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2351.6042317898687\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2067.7918660990845\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2059.7995975193307\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2060.1006387139814\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2063.5929268836144\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2059.1700338427436\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2059.1834497089667\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2059.16598217933\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2059.165967991274\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2059.1659670157337\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2059.1659670157337\n", " Iterations: 14\n", " Function evaluations: 132\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9888.413658296273\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77536798428.02623\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 24823.951686543707\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2755.66651402776\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2351.792557303498\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2068.0747287761833\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2061.429082927779\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2061.7702471597618\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2064.9072550152514\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2060.797953365971\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2060.819765259077\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2060.7924330970022\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2060.792401477319\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2060.7924007384568\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2060.7924007384568\n", " Iterations: 14\n", " Function evaluations: 132\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9861.061645938378\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75055594690.08806\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 35412.39539289709\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2707.0703426435084\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2353.051322942742\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2068.762157241619\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2063.4912607961705\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2063.879561518723\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2066.6696338144866\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2062.8701027935617\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2062.9071814401605\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2062.8634714638256\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2062.863407060873\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2062.8634060128848\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2062.863405353077\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2062.863405353077\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9871.790473658435\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78640596336.99228\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 31961.112715655687\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2719.992338566914\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2353.7832276269246\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2070.9038938348135\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2064.4737519343385\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2064.7999547342015\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2067.922980388423\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2063.860252856264\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2063.8823530037835\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2063.854832027705\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2063.8548038236636\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2063.854803023302\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2063.854803023302\n", " Iterations: 14\n", " Function evaluations: 132\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9874.432138302262\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 55020995429.29352\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 34041.36400981616\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2715.30959634156\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2354.2463019430907\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2073.4980904339145\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2065.512131632933\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2065.8473136719676\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2069.1234633578297\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2064.8786475865586\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2064.8942146251193\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2064.8744125805\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2064.874394713179\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2064.8743932195475\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2064.874393252505\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2064.8743932195475\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9877.200772850225\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75213861276.81918\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 35778.27168556159\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2712.8849648201376\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2355.047143217552\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2074.7512071258675\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2067.042189608882\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2067.371303957023\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2070.6731475501238\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2066.414010767857\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2066.429574413507\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2066.4096993169046\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2066.4096828114375\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2066.4096813014626\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2066.40968133436\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2066.4096813014626\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9888.748992374558\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78417989865.20192\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 34467.28268383773\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2717.0728072327465\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2355.7327356235505\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2076.80218577751\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2067.994613486234\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2068.285909819597\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2071.8373841456932\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2067.368245180805\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2067.3794683396522\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2067.364268400751\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2067.36425746424\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2067.3642563156864\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2067.3642563477492\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2067.3642563156864\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9896.376483074502\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 53174740279.007675\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 37949.53667093093\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2710.4615458079275\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2356.396776872238\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2079.014741761316\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2068.967303132129\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2069.174702121347\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2072.9109733098735\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2068.328870618857\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2068.338205118477\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2068.3250078851424\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2068.3249993073346\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2068.324998160748\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2068.324998192538\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2068.324998160748\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9908.387303993737\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 69533303193.2448\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 41702.79195844332\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2705.0622980294074\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2357.19876300155\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2080.5118475150166\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2070.120746777343\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2070.304865760735\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2074.0629681359924\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2069.4809992510977\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2069.490090091239\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2069.4769845691258\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2069.476976177272\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2069.476975000767\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2069.4769750324176\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2069.476975000767\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9925.339882567841\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77376267960.19131\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 44111.257658572344\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2702.7010098202772\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2357.977820564891\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2081.9248094303643\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2071.012389483425\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2071.1502199537617\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2075.0408005400986\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2070.3696713973522\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2070.3779118108964\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2070.365569033063\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2070.365561257375\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2070.36556023513\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2070.365560266747\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2070.36556023513\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9932.82175469941\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77158472438.03516\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 48448.71291727309\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2700.0506187865094\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2358.91347616865\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2083.2011526142114\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2071.9910806903004\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2072.103586526577\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2076.0458488379663\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2071.340353618709\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2071.3482816874175\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2071.336145612673\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2071.3361376242146\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2071.336136588953\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2071.336136620633\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2071.336136588953\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9898.737683121206\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76959366244.74022\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 120016.40947022688\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2684.1615312470967\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2359.802146852123\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2084.0693785675003\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2072.970319151673\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2073.081471998433\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2077.0129792080947\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2072.3168158263234\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2072.324607213413\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2072.3126867124897\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2072.3126779109953\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2072.3126767266904\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2072.312676758303\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2072.3126767266904\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9810.053500597933\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77631424860.9865\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 79375.52213487259\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2689.130627598825\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2360.8762580797143\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2085.478091250632\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2074.242852768978\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2074.345590843171\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2078.2723943067467\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2073.58827214545\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2073.5961057140457\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2073.5839955678694\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2073.583986985576\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2073.5839858306185\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2073.5839858621093\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2073.5839858306185\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10051.176657428348\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 79066804455.69342\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19580.871027232326\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2832.170104302044\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2363.9091282945556\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2091.697409817423\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2078.1883145365687\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2078.3140492183493\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2081.751961978904\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2077.518185730577\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2077.528388061722\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2077.5114642232656\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2077.511447193773\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2077.5114467849207\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2077.5114467849207\n", " Iterations: 14\n", " Function evaluations: 132\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10145.330423924945\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78544145825.15768\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18812.24755078073\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2859.911601539333\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2364.7379839112027\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2091.5290518068414\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2079.162827767018\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2079.277493206887\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2083.083952009867\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2078.5288365769493\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2078.5373941446314\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2078.521749810395\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2078.5217227478306\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2078.5217215890175\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2078.5217216158167\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2078.5217215890175\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10167.272137984579\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78287535154.58798\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18551.22265169669\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2865.5362474176627\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2367.7009864127017\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2092.339351406284\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2081.3363589038177\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2081.5144337454153\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2085.116492809213\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2080.7130630350507\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2080.7219073888195\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2080.7053763884346\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2080.70533642811\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2080.7053333930226\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2080.705332739213\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2080.705332739213\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10161.61556399113\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75371213236.79768\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19293.93151323138\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2850.536266758787\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2368.7009282590225\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2093.9286214137674\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2082.352921586898\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2082.489797142041\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2086.1702594234002\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2081.7466364754764\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2081.7554406190447\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2081.7388687011257\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2081.738836920943\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2081.738834940599\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2081.738834964107\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2081.738834940599\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10149.26852300429\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78332671754.46475\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 22129.629096537108\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2809.402120460327\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2372.8103602566594\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2089.8362811421775\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2085.77271595779\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2094.0841549022066\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2084.677384023589\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2084.52213989507\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2084.4996086690558\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2084.4972017995683\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2084.496216784558\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2084.496202022444\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2084.496195936157\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2084.496195961813\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2084.496195936157\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10199.300120042117\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77897501750.25769\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20053.566489215627\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2838.5836741940293\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2373.7376270802115\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2089.553828799377\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2087.1873461215614\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2112.6312043108114\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2085.904635958898\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2085.546683875379\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2085.534837730177\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2085.529356041886\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2085.5285190625245\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2085.5282701994593\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2085.528264479074\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2085.5282645049115\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2085.528264479074\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10211.855821577077\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 68650560134.69645\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20526.250279831416\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2838.320372244419\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2374.806187338665\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2092.791642101243\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2088.090771359459\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2102.0888556481495\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2086.999543091715\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2086.8360536155997\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2086.8105999293075\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2086.8094383765592\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2086.8087566913546\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2086.80873793491\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2086.8087211765855\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2086.8087212267005\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2086.808720924811\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10240.713124711128\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77394712081.40567\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20402.5579021492\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2844.5553710387785\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2376.0066138838347\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2092.359264731893\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2089.6936525345145\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2114.9434221296615\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2088.3236121414793\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2088.007931997844\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2087.896839658111\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2087.8949232134482\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2087.8943928372464\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2087.8943301024956\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2087.894325568218\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2087.8943255921604\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2087.894325568218\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10261.65043810528\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77540961281.23746\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20937.827809489834\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2841.863667609902\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2377.2127590986165\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2095.5503985315727\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2090.3757258864466\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2118.747454482623\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2089.2062467273827\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2089.023717919136\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2089.000178093903\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2088.9942342980257\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2088.993014649011\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2088.9927102427396\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2088.992692248623\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2088.9926893497495\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2088.9926893737997\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2088.9926893497495\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10281.297516505843\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61203202733.0489\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 21445.136088433148\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2840.0980671355996\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2378.651022657138\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2096.380928277348\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2091.7163166932946\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2120.058184648441\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2090.5672479075893\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2090.2468566882817\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2090.228173187346\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2090.2258088732906\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2090.225622727292\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2090.225612772167\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2090.225608474619\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2090.225608499839\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2090.225608474619\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10297.117200543982\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76904308744.4668\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 21779.375671694164\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2838.193367853998\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2380.1254518778496\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2098.8430174017835\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2092.6313946184437\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2122.6528479772414\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2091.4904103567987\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2091.3196406877905\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2091.293782600385\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2091.288388088251\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2091.287237731066\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2091.286913577471\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2091.2868937330277\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2091.2868907386533\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2091.2868907623033\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2091.2868907386533\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10319.075665322462\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76469481150.37862\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 23209.278001484046\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2826.672177949982\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2381.7453745534926\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2100.173361625016\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2093.5878386930726\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2124.5031610934957\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2092.4511786384037\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2092.267224193023\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2092.240304920093\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2092.235711601331\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2092.2347433598543\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2092.2343961508805\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2092.2343758059583\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2092.234372823892\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2092.234372847447\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2092.234372823892\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10322.024932183955\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59824373390.10387\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 22677.233264247014\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2834.9909752319495\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2383.07899558655\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2101.5884333898034\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2094.938527081231\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2126.052355094799\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2093.796543061962\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2093.605594639106\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2093.579206891547\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2093.574848596345\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2093.5740640740983\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2093.573703343166\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2093.573685306854\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2093.5736821982355\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2093.573682221793\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2093.5736821982355\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10336.855571741155\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 65366246062.21315\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 23968.623545908802\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2823.3526530689865\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2384.8171245415156\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2102.7457415444037\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2095.8125191340496\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2126.8852398284416\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2094.685264020959\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2094.4946677884677\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2094.468337773956\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2094.46424483136\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2094.463522148089\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2094.4631809570596\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2094.4631636196636\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2094.4631609468797\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2094.463160970054\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2094.4631609468797\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10342.947531670588\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 51486530397.608635\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 23983.77623020266\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2826.6309008254666\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2386.329516492243\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2104.68533997076\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2096.7287181037914\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2128.4663314723343\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2095.632024430608\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2095.4777900625477\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2095.448211130971\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2095.443072115163\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2095.4418255442274\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2095.4415563279927\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2095.4415293216107\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2095.4415273176783\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2095.441526778507\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2095.441526778507\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10347.011013207608\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76330610153.20326\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 23533.818434360022\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2836.133300894192\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2387.8677359027884\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2104.689521274913\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2097.8087760776825\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2128.611039833993\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2096.6569574634304\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2096.460128106\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2096.4338758845333\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2096.429526306557\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2096.4287211526425\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2096.4283272012417\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2096.4283123861187\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2096.428309856012\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2096.4283098791902\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2096.428309856012\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10289.51311654428\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77215204068.00528\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 41715.041925734564\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2724.963865564173\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2388.305559108509\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2108.383945533458\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2101.341998380247\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2127.5415624769075\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2100.166454304774\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2099.854784815912\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2099.8413036537913\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2099.8080242293972\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2099.807009470099\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2099.8069249352866\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2099.8069159250863\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2099.806915036339\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2099.806915036339\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10352.21115976293\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76393122374.47539\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 33279.83330283435\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2746.6846493313565\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2389.8297245188437\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2107.8493108375606\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2102.3152872797973\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2126.27253339646\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2101.2097705577958\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2100.8920753965963\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2100.813620938599\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2100.690838411623\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2100.689569516786\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2100.6866419474595\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2100.686566340977\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2100.6865576002165\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2100.686556136841\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2100.6865561616833\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2100.686556136841\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10365.896078780466\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76261190368.26062\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 35040.99205059646\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2742.6823343130245\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2391.309113367569\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2110.5325976519716\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2103.384103684446\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2132.1493491930596\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2102.392559787624\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2102.0084724961566\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2101.9796438759313\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2101.9768980890817\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2101.976504275969\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2101.9763359007857\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2101.976318143662\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2101.976316180927\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2101.9763162055297\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2101.976316180927\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10385.559269527152\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75489773175.85172\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 36219.4823830465\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2740.7416348411425\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2392.939693778496\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2108.673264000289\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2105.274809023841\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2105.243853778561\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2104.2016327550637\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2103.1289988330473\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2103.017566394373\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2102.9328557995495\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2102.9254900687774\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2102.9213100909838\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2102.9207678473213\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2102.9207527544195\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2102.9207524833255\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2102.9207524833255\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10393.94700872279\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 65322533706.945755\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 44835.80008408353\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2728.018817489954\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2394.540960427741\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2111.361634317311\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2105.6451854224624\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2129.490569602237\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2104.5049184886257\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2104.2074061301755\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2104.14691164933\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2104.005430435832\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2104.002551410102\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2103.9982944413086\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2103.9982071766412\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2103.9981900976823\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2103.998188379287\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2103.998188403934\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2103.998188379287\n", " Iterations: 18\n", " Function evaluations: 163\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10400.675649019655\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75059783766.31178\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 51165.12586894307\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2724.1717040617405\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2396.1965754655253\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2110.725583790725\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2107.242080608489\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2109.22014310643\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2106.260552432744\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2105.142354348073\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2105.034328986155\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2104.951803234081\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2104.943863525931\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2104.936839592009\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2104.936526067364\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2104.9365127711226\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2104.9365127974997\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2104.9365127711226\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10430.040864742306\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 44481701701.44472\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 53510.436761542886\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2724.2647603594487\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2397.7747157442473\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2112.3432529420093\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2107.901645095967\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2115.0456620588457\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2106.7028674251846\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2106.1828473275564\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2106.0846012141415\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2106.0104959942114\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2105.9799331213308\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2105.974885856013\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2105.974333876159\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2105.974319902368\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2105.9743093699726\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2105.9743093947886\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2105.9743093699726\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10360.27050049933\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75129093561.65988\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 325561.39159748494\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2716.883306593352\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2399.003779884196\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2114.0653513816883\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2109.207020878811\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2122.9985736933495\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2108.0006802062044\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2107.609606247177\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2107.4936315943764\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2107.4013717922157\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2107.385654302546\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2107.3803490592722\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2107.379636009888\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2107.3796210907003\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2107.379612501271\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2107.3796125258305\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2107.379612501271\n", " Iterations: 18\n", " Function evaluations: 163\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10385.8092852657\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74391416946.28732\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 541751.1381701825\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2716.6359847664244\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2400.6135493555507\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2114.7163094482635\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2109.8993403773734\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2132.124245730407\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2108.7338855570124\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2108.4193575422178\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2108.337507694304\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2108.216741155379\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2108.2156256527915\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2108.2108114336497\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2108.2107587681567\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2108.210748154463\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2108.21074744111\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2108.21074744111\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10383.170727680279\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 47157861179.2154\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 360561.88220484747\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2719.156895147732\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2401.6149965566765\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2117.7079389270666\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2112.405805259691\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2132.5296536213873\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2111.282668906882\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2110.8010357170983\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2110.7105262661366\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2110.627651282398\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2110.6207420617393\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2110.615068813081\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2110.614949754415\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2110.614938910609\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2110.6149363886498\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2110.614936412745\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2110.6149363886498\n", " Iterations: 18\n", " Function evaluations: 163\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10275.113473598049\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 68357333477.4008\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 114610.96680122014\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2721.577798328653\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2402.6577278731784\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2118.1763506062985\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2113.6005324870675\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2117.512438971733\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2112.6871255339593\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2111.8085015292963\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2111.7810902291585\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2111.7118996064873\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2111.6683583853965\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2111.663715003002\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2111.6629950457163\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2111.6629871997848\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2111.6629778983297\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2111.6629779225077\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2111.6629778983297\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10253.736146594743\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 46653034118.477844\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 329552.29160473414\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2705.1419840716208\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2402.369932570504\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2120.964357797335\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2114.0770062429237\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2140.631088092491\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2113.149741930214\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2112.858670203251\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2112.96332466478\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2112.723392350841\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2112.6929455998784\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2112.689554412578\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2112.688241516292\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2112.6882386541556\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2112.688237416563\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2112.6882374416004\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2112.688237416563\n", " Iterations: 18\n", " Function evaluations: 163\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10321.665439826951\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 67235264778.09601\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 311642.41459313576\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2716.757481235092\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2405.0687341730845\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2123.1303381927437\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2115.5880230720954\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2147.979941295467\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2114.7221739270854\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2114.4353420337793\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2114.513304550218\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2114.331583665147\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2114.291712951919\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2114.292543272667\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2114.290101894542\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2114.2901006530674\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2114.290100679676\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2114.2901006530674\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10493.57728625588\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75590323449.61923\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20815.27935407109\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2885.420554617902\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2405.1274289488947\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2122.1750455790393\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2141.7887140590256\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2123.166262452326\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2120.2133088023875\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2119.53883349959\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2119.424395046467\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2119.3196010502643\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2119.1971401792725\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2119.1547755134507\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2119.1474312459377\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2119.1429199990425\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2119.1424823959464\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2119.142219096635\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2119.1422123492043\n", "Iteration: 20, Func. Count: 178, Neg. LLF: 2119.1422123764064\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2119.1422123492043\n", " Iterations: 20\n", " Function evaluations: 178\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10534.53750495896\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58269020744.08976\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19084.68301181174\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2923.287909532658\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2406.6589166007116\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2122.746699142931\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2142.9061012928573\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2124.12339208659\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2121.120361649057\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2120.5445274951517\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2120.4769051902517\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2120.420338489306\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2120.2458411625585\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2120.2021996852677\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2120.1535860261624\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2120.1615926192662\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2120.1367528540795\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2120.136716082321\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2120.136714148822\n", "Iteration: 20, Func. Count: 180, Neg. LLF: 2120.1367116951583\n", "Iteration: 21, Func. Count: 187, Neg. LLF: 2120.1367117222417\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2120.1367116951583\n", " Iterations: 21\n", " Function evaluations: 187\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10563.8649557817\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73537376096.11458\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19635.6014904835\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2909.1531746801356\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2408.2936093912876\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2124.670069179565\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2144.297413239449\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2125.9918349249356\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2122.517356331259\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2121.952255851232\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2121.7270764312566\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2122.327511101084\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2121.6992246445593\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2121.666854599647\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2121.6224288518806\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2121.58971402476\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2121.578639355852\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2121.5753844801457\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2121.5753809845423\n", "Iteration: 20, Func. Count: 179, Neg. LLF: 2121.575381012575\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2121.5753809845423\n", " Iterations: 20\n", " Function evaluations: 179\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10598.032471260185\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72155046257.24402\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20732.910431293487\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2889.835199744115\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2410.2794085258092\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2125.0743906861303\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2145.2626980785617\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2126.3141248278007\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2123.9771961085817\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2123.0537293481293\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2123.0509583623248\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2123.050393581391\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2123.050358060237\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2123.050356677295\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2123.05035667679\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2123.050356677295\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10626.203877578993\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 52969676114.68877\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 21417.95581645426\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2879.409440336639\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2412.0087823628764\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2126.952514119964\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2146.4452076478206\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2128.249430696615\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2124.8742500235967\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2124.30415905913\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2124.3019291902992\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2124.3011370946206\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2124.301100649776\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2124.301099205846\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2124.3010982919754\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2124.3010982919754\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10559.433560219015\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74591055119.88322\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17984.034633249343\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2965.8196298304138\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2410.7235740573637\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2132.7613905545904\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2129.5279562355654\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2162.2517793792235\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2128.011990431812\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2127.63042460296\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2127.596614038752\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2127.49710222271\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2127.459400497999\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2127.458111794563\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2127.457673307901\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2127.4576571961247\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2127.4576571163625\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2127.4576562178463\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2127.457656188494\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10514.476942595371\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76435139068.02182\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19765.36098124754\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2922.5160314892214\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2412.5506931849204\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2135.676356745924\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2131.2018863820963\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2161.512953377107\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2129.8082557439\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2129.474368059759\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2129.301686334328\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2129.298803259615\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2129.298100317984\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2129.297940002046\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2129.2979227047435\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2129.297922732185\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2129.2979227047435\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10525.420266781082\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76195274894.22667\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19034.01653479415\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2943.8984287154785\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2413.8464613724072\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2140.244148351803\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2131.958665998305\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2168.8455252767535\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2130.8720376941346\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2130.5353273119867\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2130.504260925853\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2130.496148441508\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2130.4958739578333\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2130.495782429938\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2130.495760561442\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2130.495753721177\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2130.4957531733876\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2130.4957531733876\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10594.10310217708\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75987712572.64764\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19259.667146847707\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2938.3989348812624\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2415.596252730731\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2142.167089453245\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2133.3660606262592\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2164.1935167232227\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2132.132498436722\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2131.708502223766\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2131.689094553717\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2131.6792092231403\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2131.677663164507\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2131.677103675312\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2131.6770846536256\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2131.6770815376976\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2131.6770815675313\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2131.6770815376976\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10611.938745965403\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75603419730.5909\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19614.60855822113\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2929.4571336559875\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2417.4331754684395\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2148.617927147524\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2134.371943050283\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2163.904803968554\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2133.25918960704\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2132.87616256631\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2132.813047360729\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2132.8081136842566\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2132.8067753882287\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2132.8065439247557\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2132.806522114051\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2132.8065204693853\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2132.8065204982295\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2132.8065204693853\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10630.09083164068\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57491456944.98146\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20173.19338042523\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2917.5421665997856\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2419.4888210029208\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2153.2401271960207\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2135.5447134054352\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2164.1760105755534\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2134.4278376160364\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2134.123415863515\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2134.093902793192\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2133.911738420802\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2133.8953881059065\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2133.8951265710093\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2133.8941781463877\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2133.8941604726433\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2133.8941565465757\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2133.894156575828\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2133.8941565465757\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10648.821663610535\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74857264173.98895\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20735.437015944168\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2907.636825134114\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2421.646441639582\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2161.6672154750686\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2136.603404485315\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2164.383663813869\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2135.530124145625\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2135.2195787069427\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2135.1528731444405\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2134.9924080033857\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2134.9837128746267\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2134.9835960844584\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2134.983106754207\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2134.983101437816\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2134.983099723849\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2134.983099752509\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2134.983099723849\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10651.047700773164\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75200820743.20703\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 22004.030203702423\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2893.9016151123824\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2423.29093254352\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2167.9143942108344\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2138.002974068859\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2165.1894196663807\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2136.9571126340215\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2136.658867826004\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2136.597277028737\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2136.4321661745994\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2136.42252614763\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2136.4223155632435\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2136.421813139881\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2136.421805401774\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2136.4218031784085\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2136.4218032070876\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2136.4218031784085\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10670.397682814544\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74647797440.52122\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 21889.36724592285\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2895.449758502841\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2425.5785901276413\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2177.83019603688\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2138.9679362812913\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2165.671473555381\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2137.951268487006\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2137.6438311529364\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2137.564971693084\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2137.4128134689568\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2137.4064862005216\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2137.4061723621817\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2137.4057660609906\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2137.405764070775\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2137.4057578601683\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2137.4057578601683\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10688.400058527499\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74337216093.69215\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 22580.252462623626\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2886.943301829082\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2427.717424847502\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2196.498099539903\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2140.008326927711\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2166.4360019454107\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2139.0001352134805\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2138.7271976590664\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2138.6817843975427\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2138.5048327466557\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2138.493374383644\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2138.4927613038913\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2138.4923171796563\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2138.4923178969966\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2138.4923088781115\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2138.4923088781115\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10707.401765025654\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74279004494.58412\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 24701.75857958052\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2861.0806009785038\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2429.962392857127\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2212.86216133151\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2141.1208094725944\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2157.4316162040604\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2140.150411575599\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2139.832776320499\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2139.7356014604075\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2139.584188716452\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2139.5781357643764\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2139.577502873043\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2139.577181616557\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2139.577174648459\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2139.5771678598594\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2139.5771678883493\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2139.5771678598594\n", " Iterations: 18\n", " Function evaluations: 163\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10725.454425971986\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57054088332.49466\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 24558.975480086505\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2864.0389901659432\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2431.752370494859\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2218.7152612386953\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2142.3007849642872\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2164.9274264309747\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2141.3152451721035\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2141.0362040466853\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2140.9740282758776\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2140.800057932626\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2140.790685104048\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2140.78991084712\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2140.7894806943586\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2140.7894782478224\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2140.7894660115126\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2140.7894660115126\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10736.62697507518\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 42696081156.672676\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 21931.34222515019\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2901.9030362059734\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2431.877775452892\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2193.8904212696602\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2144.2509895622425\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2171.6197916810297\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2143.22497225413\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2142.9832850270177\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2142.744067047869\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2142.742523192812\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2142.74234586929\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2142.742299493159\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2142.7422952976412\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2142.742294683204\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2142.742294683204\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10690.27886141953\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72389839374.73495\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19322.711603913787\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2953.0406332331295\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2432.8093761847435\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2175.144368626952\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2145.9487310752784\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2175.4525969611504\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2144.8465175682404\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2144.5705354959437\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2144.55356134492\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2144.3654146884414\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2144.34588598245\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2144.3455510504405\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2144.3451891318373\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2144.3451863416103\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2144.3451773119214\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2144.3451773119214\n", " Iterations: 17\n", " Function evaluations: 158\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10736.456357408659\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61783920847.57733\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19154.80554266629\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2957.0565889203344\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2433.8955921249785\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2176.960861280233\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2147.68555351305\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2176.4038941596527\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2146.572327171227\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2146.2596180636183\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2146.191336683407\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2146.032743335845\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2146.024865354405\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2146.024610750565\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2146.0241368446377\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2146.0241345693557\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2146.0241267621986\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2146.0241267621986\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10727.780462936134\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 52053699120.87604\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 21113.532420040327\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2919.2361643817694\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2435.3514365065453\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2193.148099429171\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2149.191077645561\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2176.679358131551\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2148.1435259821715\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2147.8566902715693\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2147.800329004741\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2147.6336120978544\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2147.6234629995056\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2147.623037471598\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2147.622572057625\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2147.6225712829955\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2147.6225590884815\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2147.6225590884815\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10735.09419351504\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74890243264.27184\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 21145.377901202966\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2917.8471278224624\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2436.6505826954995\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2195.256410710246\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2150.8763484614874\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2177.8557158839426\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2149.8219792706477\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2149.512477003731\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2149.4398239930692\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2149.2827392368617\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2149.2759383066914\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2149.275006151867\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2149.274526113522\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2149.274518989521\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2149.2745096056924\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2149.2745096335334\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2149.2745096056924\n", " Iterations: 18\n", " Function evaluations: 163\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10723.539199095207\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71903488994.85669\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18106.74367818383\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2996.4499965196424\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2437.369818861179\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2171.927711235042\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2153.3977630201775\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2183.559044983455\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2152.1699310447725\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2151.821734504985\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2151.748776458194\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2151.6057305931436\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2151.6003927187758\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2151.5998706350574\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2151.5993400213056\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2151.5993367800247\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2151.599332711557\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2151.599332738867\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2151.599332711557\n", " Iterations: 18\n", " Function evaluations: 163\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10737.117150375208\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74263065158.15063\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18462.579877859152\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2984.660463121071\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2439.1301332481576\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2180.2572994864868\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2154.3115305479673\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2183.8747111757807\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2153.1918256176136\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2152.856580125929\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2152.77974839894\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2152.644012982363\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2152.638653701804\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2152.638503782775\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2152.638101217519\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2152.6380963588795\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2152.6380950152607\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2152.638095042663\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2152.6380950152607\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10753.643979236176\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73943002376.48601\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18665.582678889976\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2979.013905990751\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2440.804810167617\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2192.1134953125575\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2155.472951639496\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2185.2278574419943\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2154.37164333042\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2154.0928521191995\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2154.0665566824373\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2153.897203832029\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2153.880173021049\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2153.8794838785416\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2153.8789214341728\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2153.8789221266743\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2153.8789164105465\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2153.8789164105465\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10749.513459354142\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74858525334.57031\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20253.303663473493\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2943.8491528291343\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2442.247286876609\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2207.7096167166346\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2157.129618874534\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2185.0374540849443\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2156.09784495195\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2155.7471117786217\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2155.697956989242\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2155.691777602729\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2155.690118516531\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2155.689961275283\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2155.6899513593607\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2155.689951389134\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2155.6899513593607\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10761.41231570589\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74411083864.30527\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19430.900778859737\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2963.234538310916\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2443.9593034599498\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2216.1924220278206\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2158.133066277853\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2185.8676771710325\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2157.134528085521\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2156.7829070424605\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2156.7576445364475\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2156.75055697035\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2156.748414565686\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2156.748212950989\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2156.748201560079\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2156.7482015878527\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2156.748201560079\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10774.935283731507\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74326397085.42822\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19572.31183792537\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2960.334972539752\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2445.6179965878473\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2221.1968320732676\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2159.5846075039335\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2187.2698635598986\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2158.5774233300053\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2158.2256483700103\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2158.200445677132\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2158.1928293454903\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2158.1907401050216\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2158.1905332248903\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2158.190522724772\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2158.1905227512657\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2158.190522724772\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10782.161493621457\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 51840993387.70036\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20740.44922208567\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2940.284431535406\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2447.6854083981475\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2242.1419518710795\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2160.670209936082\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2188.196311420952\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2159.6548320420857\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2159.3209235832774\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2159.2453304344635\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2159.239883514705\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2159.2388708187905\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2159.2387674555007\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2159.2387611292247\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2159.2387604852397\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2159.2387604852397\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10790.834893108375\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74254750798.396\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20809.106412642206\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2942.3879630319157\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2449.3274376674367\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2251.010182860437\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2161.9750198316287\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2189.338638594541\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2160.959886956317\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2160.5979661542697\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2160.575449642262\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2160.564535720708\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2160.5629854489107\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2160.562748433434\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2160.5627414135647\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2160.5627393219925\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2160.562739351286\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2160.5627393219925\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10625.382874397803\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61063453751.64251\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15742.672753884155\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3107.772267465287\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2446.532213969039\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2191.3811420753073\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2166.0102961940524\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2199.442766411227\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2164.9903450197626\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2164.900400212354\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2164.8347401619567\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2164.8264518508963\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2164.8250045030436\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2164.8247527323983\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2164.8247390206834\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2164.8247319932943\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2164.8247320235655\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2164.8247319932943\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10539.071533487506\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73904306521.0891\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13696.583994958231\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3278.9037385576044\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2447.7865831302092\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2189.6459092013874\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2167.1616183731726\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2200.0982276397503\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2166.1685636424427\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2166.0779129286348\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2166.017282996099\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2166.0065427918325\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2166.005712349168\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2166.0053830609086\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2166.005376846383\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2166.0053675086283\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2166.0053675390145\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2166.0053675086283\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10548.520957851644\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73194710402.0406\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13912.38564152789\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3255.140631551946\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2449.094754306137\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2196.1259776127504\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2168.2777736022745\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2187.730842296557\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2167.3223065163197\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2167.2438253616906\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2167.1768497549456\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2167.1640001363667\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2167.162982192734\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2167.1627209018634\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2167.1627205256455\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2167.1627158001447\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2167.1627157671387\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10518.381411193923\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74124454539.81035\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14011.36754741782\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3257.059100543514\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2450.7484030509286\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2198.2539895586997\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2169.9263469596917\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2181.2725544747746\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2169.008019958438\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2168.9227699934127\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2168.8772537213144\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2168.855110983259\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2168.8533481284785\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2168.8528431906666\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2168.8528385370087\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2168.8528321634\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2168.8528321961962\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2168.8528321634\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10409.217281118434\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 60088070158.13212\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11525.210664952108\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3547.3989337600997\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2451.861753770444\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2183.7604582452423\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2173.154581054141\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2209.383999440665\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2171.970451573148\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2171.869924279121\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2171.7878155294993\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2171.780689978921\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2171.779407898492\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2171.77907685802\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2171.7790685680793\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2171.779063140247\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2171.7790631745393\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2171.779063140247\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10439.5759095324\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75860127011.1765\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11419.773217561331\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3558.3708964211505\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2453.6706223745628\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2184.7373429249033\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2174.4634066451745\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2211.587935232288\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2173.251232742624\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2173.132846793108\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2173.0609872085224\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2173.051356790221\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2173.0494406961616\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2173.0489678905137\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2173.048957937075\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2173.048951355998\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2173.0489513904986\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2173.048951355998\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10477.274498777759\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74861387957.98184\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11853.86032605446\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3507.51003705546\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2455.180916627462\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2195.585916708138\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2175.529411623853\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2209.161267745869\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2174.4406858674424\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2174.3693544178604\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2174.255142781916\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2174.252032259653\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2174.251184047793\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2174.251074080031\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2174.2510633454817\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2174.2510608098983\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2174.2510608451385\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2174.2510608098983\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10465.154707135003\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 45138063378.63121\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11781.719133766235\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3521.7199733130146\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2456.9307135787353\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2191.2669615883933\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2177.8419391367315\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2179.7654331193016\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2180.695645276011\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2177.0856280577673\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2177.063461699538\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2177.019029295964\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2177.013704231722\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2177.012734774453\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2177.0126957324396\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2177.0126946558576\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2177.0126946919427\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2177.0126946558576\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10492.674684636677\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71674032131.2327\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11675.868946247741\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3528.8109229386155\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2458.535341116177\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2193.668010712567\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2179.155885775569\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2181.0865359426134\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2182.1131079310144\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2178.4016584439278\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2178.3790401572487\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2178.3367138889816\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2178.3310030682396\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2178.3300492228745\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2178.3300087503035\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2178.3300077311796\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2178.33000776684\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2178.3300077311796\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10471.992396927262\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 45074835118.83057\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11908.102816199616\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3515.4742292665533\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2460.6698598134217\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2197.3228209597764\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2180.8018869460416\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2182.882169797072\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2183.531747799767\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2180.0356653877157\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2180.0020503620917\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2179.9624335724147\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2179.9562830610116\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2179.955275342025\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2179.955229077933\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2179.9552281286396\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2179.9552281286396\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10643.814187476815\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 50283064438.69322\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11925.755656465419\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3517.7606225681134\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2462.8389782719114\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2202.2710203039\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2182.203642456816\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2186.1188178324082\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2181.346911338779\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2181.257653355259\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2181.2696344577025\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2181.1871616621115\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2181.1863401418514\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2181.186324298327\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2181.18632105065\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2181.186320426159\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2181.186320426159\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10675.029448929079\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74218342694.80869\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12204.93061988015\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3483.3855759962207\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2464.7641878667646\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2205.7268967509003\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2183.7196094061833\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2187.841068114454\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2182.8652500798767\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2182.7791659560344\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2182.7787139109\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2182.707753409803\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2182.707160280508\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2182.707146010743\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2182.7071434595523\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2182.7071429443295\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2182.7071429443295\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10704.554981953796\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73430680156.39664\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12166.867066599509\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3484.743343373698\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2466.5143157377333\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2207.675895176927\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2185.2684066606917\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2190.7518809446165\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2184.385358757264\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2184.297088058717\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2184.2723789451597\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2184.2270286012904\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2184.224526973123\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2184.224246933934\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2184.224232825504\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2184.2242247650356\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2184.2242248010334\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2184.2242247650356\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10677.646501145071\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74936540074.89429\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13304.093234208296\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3382.8895544248\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2468.5546623946616\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2211.0815583396816\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2187.164786134816\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2193.0179507022094\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2186.292742344558\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2186.2000873777442\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2186.1548150765357\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2186.1342702882075\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2186.1279371183373\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2186.1278262056303\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2186.1278003205143\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2186.1277981519015\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2186.1277972166463\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2186.1277972166463\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10749.977829247466\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74465859558.67142\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13802.771953492931\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3336.1157977217526\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2470.806515575964\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2214.209275553262\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2188.7889559617424\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2194.9607315437797\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2187.9171244102004\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2187.824870675505\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2187.773744223076\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2187.759514361134\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2187.7524859307796\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2187.7523907208833\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2187.7523620171855\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2187.7523603917416\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2187.752359374744\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2187.7523594103523\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2187.752359374744\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10753.574452734141\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74538078864.31924\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14197.244778260116\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3295.3947051288064\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2472.6615723780965\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2224.9774884079648\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2189.966676104341\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2195.9277000510983\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2189.080372954437\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2189.00208095481\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2188.944384376527\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2188.9279843652266\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2188.9234820776087\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2188.9233633183158\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2188.9233307518175\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2188.9233279645323\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2188.9233269837564\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2188.9233269837564\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10763.850400668467\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 33104953301.439873\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14326.31663323531\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3282.2315617277595\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2474.5676278802157\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2239.5601547322876\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2191.1852146026454\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2202.4815381597246\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2190.223966393981\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2190.1670075997245\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2190.0716233257167\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2190.0697772077533\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2190.0687729692345\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2190.0687632805457\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2190.068758120513\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2190.068757556905\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2190.068757556905\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10768.74174372482\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 69832831248.66978\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14627.279946752451\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3255.278450480791\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2476.6099954148967\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2263.5693578371925\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2192.345923954811\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2209.1063020102742\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2191.3429656923618\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2191.319187180584\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2191.2483426298922\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2191.20056855259\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2191.1993553276816\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2191.1979880750464\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2191.1979692268415\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2191.1979424735846\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2191.1979425083186\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2191.1979424735846\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10748.165055667665\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 40522745365.32497\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14584.290497115893\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3264.612429068612\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2478.1608116282623\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2274.603138222414\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2193.7494363155283\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2211.759000512058\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2192.7366632744115\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2192.721290730984\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2192.655406996754\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2192.6022097443347\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2192.5961349340605\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2192.5943792355474\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2192.594134999454\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2192.5941109009464\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2192.594106346096\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2192.5941063807045\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2192.594106346096\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10756.225449038697\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74212820933.00468\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14480.538068444717\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3273.846411410904\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2480.2985042520195\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2313.363617683104\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2194.8027928552206\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2217.685170848471\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2193.767081392004\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2193.7749100199308\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2193.705529370075\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2193.6375485711596\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2193.6351707787408\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2193.631699014014\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2193.6316782277545\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2193.6316605200936\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2193.6316605546904\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2193.6316605200936\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10777.355463348278\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70606164584.49875\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14840.854809162342\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3242.5539814594295\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2482.502172987838\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2410.020199994482\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2195.8576997516766\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2217.5670035231706\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2194.8086705554765\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2194.830323202196\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2194.768448109305\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2194.699640931601\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2194.684270227578\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2194.679770014562\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2194.6796354370817\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2194.6795874938152\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2194.6795875283487\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2194.6795874938152\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10782.103553388399\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73607686750.95074\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14913.24564820815\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3237.1564517477273\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2484.513958038985\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2519.930126591301\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2197.043705827875\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2226.4518944709307\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2195.9711077086754\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2196.000060853386\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2195.9161136806392\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2195.8555919541077\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2195.847071820473\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2195.8441656313576\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2195.8441226484083\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2195.8441009321155\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2195.844100966272\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2195.8441009321155\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10833.996355185627\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74043060865.69664\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16591.571461803942\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3143.8609447712333\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2486.1177257867857\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2839.2997016141835\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2198.4207876957516\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2224.0768600114106\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2197.359428548319\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2197.3910902234516\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2197.321797018505\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2197.266337615586\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2197.2405113587183\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2197.2348018395237\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2197.234465551306\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2197.2344090902316\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2197.2344091261048\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2197.2344090902316\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10876.665683018453\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 56850578624.56566\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16786.10658162945\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3136.0236238914176\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2488.330234585144\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2850.3084579833503\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2199.413461853612\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2218.21441766804\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2198.3587097199797\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2198.373868251003\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2198.3228431244124\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2198.2657509139526\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2198.239828787738\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2198.2333167556963\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2198.232875495183\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2198.2327988911516\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2198.232798377533\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2198.232798377533\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10920.721889167828\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73799665901.5008\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13499.159325377022\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2926.828913307165\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2489.1328947790134\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2231.672566144349\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2199.9424701577254\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2200.204913551115\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2199.8959461207214\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2199.1907504539677\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2199.182246353261\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2199.181748088739\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2199.1817145647906\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2199.181702293391\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2199.181702325858\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2199.181702293391\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10938.26004817492\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70385080299.59396\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13915.08538051333\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2932.2174408308965\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2486.3729672755317\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2240.9656973234632\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2201.2196405562827\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2201.4755199033034\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2200.489631516373\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2200.4396932191826\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2200.390412836753\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2200.3886950731458\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2200.386949380467\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2200.3869296659927\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2200.386901631382\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2200.3869016664416\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2200.386901631382\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10993.407628066718\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73406360008.38287\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14428.02114724445\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2953.295768779678\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2483.28719106933\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2264.5451090235406\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2202.273124362909\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2202.5407480430877\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2201.480993232959\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2201.4555174615843\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2201.3854528221927\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2201.363314119051\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2201.3626488736313\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2201.3626384472973\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2201.3626380748005\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2201.3626380748005\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10948.015425031092\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73343038260.52379\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15149.577800430328\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3018.776029990207\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2482.1834513303606\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2356.639809311162\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2203.5578604116927\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2204.856145736525\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2202.650077928923\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2202.597388191196\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2202.5339014640417\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2202.5108136707017\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2202.5102434068576\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2202.5101480912717\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2202.510146860846\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2202.5101442841487\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2202.51014425013\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10913.362202216791\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 31806219929.625145\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18431.649967584744\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3088.5408903198386\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2497.271415334841\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2884.466890486155\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2204.608224225398\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2210.1731083775717\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2203.5838152683214\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2203.576051899781\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2203.560898157826\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2203.5169352361363\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2203.4783694350467\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2203.459184398245\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2203.4561115983543\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2203.4554704841435\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2203.455455536037\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2203.4554555698974\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2203.455455536037\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10817.655462115132\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73745108297.5567\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14446.9463907714\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3162.5204449832067\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2489.067687813353\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2552.2870263031323\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2206.429628301233\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2215.239130721552\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2205.386610672199\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2205.3790921723794\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2205.3513099908105\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2205.3251116141837\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2205.2842086929495\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2205.2676380679636\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2205.2622834588096\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2205.2613588670038\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2205.261173716889\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2205.261173749468\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2205.261173716889\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10829.767407870138\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73569992556.87292\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14879.947980763829\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3277.0864352550907\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2499.2387845789513\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2902.9593875575583\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2207.3998848559795\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2224.0145142095375\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2206.3175597281324\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2206.3216304226025\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2206.2653227245532\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2206.22074442336\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2206.204095814418\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2206.2000275059745\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2206.1998741847224\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2206.199826463252\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2206.1998264974563\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2206.199826463252\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10883.082057988118\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73830558993.63939\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14081.135871128718\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3361.1324849784055\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2500.61405901354\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2912.1173340355954\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2208.573898089517\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2222.1409924797244\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2207.4824874871697\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2207.474484064421\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2207.4197293512216\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2207.3831088677325\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2207.373656337194\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2207.370180636076\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2207.370105563417\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2207.3700674380366\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2207.370067472255\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2207.3700674380366\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10824.22614541639\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 51711663272.66917\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17513.59510944241\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3137.1684203280793\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2502.2137643780648\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2901.4193185197746\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2209.7827442060097\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2218.4289634252873\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2208.733247410472\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2208.717562846844\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2208.682859232099\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2208.6491727093226\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2208.6184896199657\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2208.610972339968\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2208.6097670937584\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2208.6097159605642\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2208.6097150379983\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2208.6097096239537\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2208.6097095894447\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10908.423538000112\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72533548554.08974\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17225.7403613681\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3149.9122140574027\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2503.8680138613936\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2900.403853407036\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2211.217530881033\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2222.1882859123616\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2210.163843714299\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2210.15553862459\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2210.1161334116823\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2210.0546912317986\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2210.0436057444135\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2210.038966269785\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2210.0386982170044\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2210.0386160794174\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2210.0386161134684\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2210.0386160794174\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11102.498301053185\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70964960684.43954\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16100.042210328313\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3200.372499789747\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2505.581287862843\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2898.475433648864\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2213.0475738293107\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2225.672416596416\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2211.9941666272616\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2211.992231366261\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2211.9453689899333\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2211.8893233308945\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2211.8770014591073\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2211.8719252083442\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2211.8717164018026\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2211.8716460299147\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2211.8716460639444\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2211.8716460299147\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11389.016834229296\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 42866992591.24929\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14536.539933717475\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3308.653357943399\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2507.4452032992276\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2902.8550029330063\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2214.926565164674\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2238.3888108758847\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2213.8329187882623\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2213.8615469955976\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2213.7865683805526\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2213.743198139813\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2213.718224610575\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2213.713574405907\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2213.7133156073237\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2213.713263629048\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2213.7132636641063\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2213.713263629048\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11438.996687174276\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 69284894575.83058\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14333.702801527212\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3331.1600932098354\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2508.930650250526\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2816.3747733869927\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2215.8585660974077\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2232.18862734911\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2214.7766095216575\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2214.7883561553754\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2214.7219110130086\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2214.6769324371144\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2214.660331709496\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2214.656337904188\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2214.656194891446\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2214.6561482190164\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2214.6561482538077\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2214.6561482190164\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11557.8175625285\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 68501547195.25862\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14664.888554772639\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3313.6721420987524\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2510.7050450802362\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2910.9321827990384\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2216.859868667926\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2230.098218029817\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2215.7722308873704\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2215.7691438861684\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2215.706539295284\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2215.6653043481756\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2215.6557670394136\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2215.652399448804\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2215.652331650498\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2215.6522959550266\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2215.6522959900285\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2215.6522959550266\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11683.308275159747\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 68200017810.479324\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14958.299145808334\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3300.704588646647\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2512.6490085121814\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2848.264075429346\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2217.8265304607394\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2235.1695460400997\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2216.719575280577\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2216.7272438082837\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2216.6581548105655\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2216.616783025876\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2216.602045516653\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2216.5993205132736\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2216.5992187137917\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2216.5991857252548\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2216.599185760056\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2216.5991857252548\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11741.749085114097\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 67697781359.24185\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16329.004485365109\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3221.6425609588146\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2514.7164531140966\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2917.827925956408\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2218.714526788226\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2229.0343857315756\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2217.6338281016647\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2217.618979549561\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2217.570508950783\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2217.543811185463\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2217.517924432401\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2217.5134394202196\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2217.511957878027\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2217.5117760016715\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2217.5117223126736\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2217.5117223458847\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2217.5117223126736\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11846.150853099534\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 66998511274.38287\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17259.79699517018\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3182.070003805351\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2516.919089356038\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2922.80250870968\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2219.5928475017545\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2229.5461777415358\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2218.5094604062288\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2218.4951221275996\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2218.4506454363536\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2218.421143630454\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2218.392309323401\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2218.386483935541\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2218.3846464612916\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2218.384422145341\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2218.3843599535376\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2218.384359986221\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2218.3843599535376\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11943.705852572743\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 64436831517.22116\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18069.32690207658\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3152.2609109906143\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2519.108318210986\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2772.5691192805116\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2220.385364204816\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2226.7886778254788\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2219.320560630984\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2219.3036698687206\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2219.2736363717086\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2219.2278097319454\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2219.202053109721\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2219.194685720655\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2219.193415956292\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2219.1931759179784\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2219.1931615003305\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2219.193161534471\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2219.1931615003305\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11903.880147012504\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 40949025883.77435\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20916.65882400084\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3068.9804277523335\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2521.0932155808223\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2923.267335941561\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2221.526359980951\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2226.663670661191\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2220.488514425634\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2220.477229729883\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2220.4511777692996\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2220.360958902804\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2220.3543144263476\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2220.3525111950057\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2220.352330279068\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2220.352296518481\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2220.352296553082\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2220.352296518481\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12035.694829109154\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 64882602643.903595\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 21622.24648811867\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3060.452229892063\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2523.362796372704\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2574.271129042527\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2222.281070544118\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2225.3773231757186\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2221.2786629641287\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2221.237398607619\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2221.1422435331647\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2221.1378126836807\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2221.135056142308\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2221.135050292186\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2221.1350499504574\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2221.1350499504574\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12111.441773705872\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 64208854352.209816\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 23386.432531992876\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3040.057208892355\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2525.519065269615\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2436.509471691419\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2222.9968823339523\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2224.312037092116\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2222.039189752126\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2221.9813554827488\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2221.911220367297\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2221.8926522760075\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2221.889876013892\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2221.8897524126296\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2221.889727946371\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2221.8897236733374\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2221.8897237087285\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2221.8897236733374\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12158.39702946627\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 54037726703.44806\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 27361.696887736445\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3003.747794862952\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2527.794344263465\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2357.2548065208616\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2223.720838116001\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2224.5670506962206\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2222.7927177247384\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2222.719049911918\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2222.6572181371703\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2222.6378627309377\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2222.6352869673947\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2222.6351587348545\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2222.635094903157\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2222.6350917377713\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2222.635091773297\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2222.6350917377713\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11949.839084834788\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 45063913490.96437\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 32582.93778387777\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2948.1457366582536\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2529.5809195076918\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2915.7944437203632\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2226.356803516345\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2234.304259896679\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2225.338328994928\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2225.2889614990054\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2225.1811589913027\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2225.179556634026\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2225.1781209652363\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2225.1781169668834\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2225.178112621811\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2225.178112657676\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2225.178112621811\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11171.813182636\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 39968703164.09558\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 81138.85189394778\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2823.770083201414\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2672.805338567013\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2770.996552233808\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2229.223824427946\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2232.9768264107233\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2228.1716956795776\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2228.0598837728985\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2228.0042404309875\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2227.98126899329\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2227.979791109038\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2227.979750769696\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2227.97972746579\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2227.97972549926\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2227.9797255328676\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2227.97972549926\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11156.321761578589\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 69196862552.76694\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 92448.35900164748\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2825.181542640267\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2655.422479923378\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2782.9722222753\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2229.9954589509143\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2231.503459109104\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2229.007797914561\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2228.8984302500644\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2228.869083400969\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2228.817614712635\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2228.817414380376\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2228.817032465061\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2228.817024398879\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2228.817023443975\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2228.817023443975\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11156.865457014977\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 68836939884.4357\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 102068.81801750646\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2827.387706583814\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2644.4294536846337\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2789.9002121316153\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2231.0583494370367\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2232.648351173503\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2230.059932934272\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2229.9468372530364\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2229.9247044583385\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2229.8636132029724\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2229.8628277435428\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2229.86206807695\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2229.8620629179013\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2229.8620629534403\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2229.8620629179013\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11096.541484231157\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74281568746.41585\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 45134.78630269331\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4087.516344818523\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2829.646715397118\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2238.3155945620915\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2236.16155304947\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2244.176710139841\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2234.824838483149\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2234.7048226861525\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2234.81314359567\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2234.6251379757614\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2234.623978983874\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2234.6239146417947\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2234.623869511721\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2234.6238682514013\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2234.6238682877974\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2234.6238682514013\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11013.855171507985\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74874709232.19986\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 50071.316865975896\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3947.7986907952973\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2832.310418002713\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2239.0709715173466\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2237.001821863043\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2241.0884841555107\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2235.798750108386\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2235.68793173851\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2235.8981534546865\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2235.599002279433\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2235.5985637680824\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2235.5985372353425\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2235.59852003549\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2235.598519687477\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2235.598519687477\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11048.267369342837\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74136878630.21666\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 47326.578901780085\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2841.947292244484\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2761.676727651854\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2489.857879269175\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2239.437603331758\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2239.8037487881465\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2238.642301175934\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2238.5571060337315\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2238.523651188848\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2238.510363133725\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2238.5096981339975\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2238.5095822714106\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2238.50958132761\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2238.50958132761\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11193.834907029344\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 53933930666.942505\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 36891.33822585903\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2844.126989606677\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2825.2461478930472\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2319.2599493247685\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2240.890388259467\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2241.0167442061093\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2240.160218120202\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2240.130987443539\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2240.0776931431988\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2240.0640378172493\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2240.0577175674925\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2240.0573529879953\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2240.057340001962\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2240.0573389283313\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2240.057338961838\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2240.0573389283313\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11228.375315730622\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 52327321250.435135\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 35498.39083910305\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2846.170809464395\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2840.097774086534\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2323.529340311578\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2242.225526067435\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2242.2127523156505\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2243.0237813601816\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2241.4556859128393\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2241.4706105984437\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2241.450055724546\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2241.4498220886444\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2241.449810139615\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2241.4498095093004\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2241.4498095093004\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11117.467616384281\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71689698866.60483\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 48223.17473636376\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2850.6361176863184\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2757.081498587478\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2397.3488811058282\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2244.5184213482894\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2244.263770238833\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2244.6152441264776\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2243.908199141328\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2243.900214805988\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2243.8941543823375\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2243.8940983593084\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2243.8936386075834\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2243.893638641929\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2243.8936386075834\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11157.432354354134\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 52189144180.57779\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 40018.98595488848\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2853.973471774967\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2807.125002355397\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2357.5924547967875\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2245.687608153141\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2245.4158015928706\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2245.717908415525\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2245.1136492879004\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2245.107483415151\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2245.101381499196\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2245.101214150789\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2245.100813165889\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2245.100813199744\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2245.100813165889\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11150.014772412374\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73089215630.93828\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 41807.86452899428\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2854.843502602548\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2800.8032412592397\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2441.894336692877\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2247.0451437800266\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2246.75391361567\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2247.0123217988803\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2246.4580172328874\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2246.4495028712245\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2246.4448388842748\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2246.4447613826997\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2246.44433636089\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2246.444336394816\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2246.44433636089\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11176.050857370297\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72817562877.77235\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 41773.77323870732\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3020.788032961892\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2308.47486052748\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2253.321078709868\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2248.8511046842573\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2248.3404702020425\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2248.5052176102477\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2247.809458768732\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2247.7621164353736\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2247.752412672664\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2247.749642924752\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2247.749640550573\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2247.749640201066\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2247.749640201066\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11158.030513803002\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73462815594.31488\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 45129.643354700835\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4093.382475752088\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2850.1088434788435\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2252.64972488091\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2250.2966230152624\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2252.4945477706624\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2249.265587661778\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2249.492119492088\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2249.137015331763\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2249.1293981812014\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2249.1291124440186\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2249.12857502746\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2249.1285723956976\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2249.1285724303425\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2249.1285723956976\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11272.010192099835\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73372644183.41977\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 38929.05670949267\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2794.6004417316963\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2259.0730128672344\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2340.900199402653\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2252.355320989195\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2251.5515941163408\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2251.194643481446\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 2251.1430166154564\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 2251.1428656654157\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2251.1364264483077\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2251.1302146454955\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2251.130149140131\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2251.1301491737804\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2251.130149140131\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11359.344912121385\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73194618308.91318\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 34186.93102582352\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3679.155049312532\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2528.3867964771252\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2258.840615591995\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2253.5497455212126\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2261.5713247213916\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2252.4574046341822\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2252.5483719432355\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2252.3245116101543\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2252.3182228603464\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2252.317458986484\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2252.3174525073177\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2252.317451921249\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2252.317451921249\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11411.102149041732\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 62261101171.23365\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 31526.083527502444\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2874.5527868875356\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2893.029052432029\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2326.261212751265\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2255.10621627021\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2254.8213081502017\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2255.1115009108175\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2254.5338791918284\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2254.530491197459\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2254.5224720846727\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2254.522099749565\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2254.5220832723817\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2254.5220827284293\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2254.5220827284293\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11116.243382476001\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 54850036068.75549\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 35511.415569171455\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2877.50927504994\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2840.6177466173235\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2308.541184931253\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2257.9616607762764\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2257.7892779974122\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2257.9847688776813\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2257.358160713187\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2257.351008693525\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2257.3500601034852\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2257.349714100894\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2257.3496979433617\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2257.3496972424437\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2257.3496972424437\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11159.718368104415\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70729133234.54607\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 31736.06880794095\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2879.581941359853\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2874.3377617158494\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2291.028818009321\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2259.9214397868245\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2259.887322373735\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2267.158878640731\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2259.2938932506863\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2259.3017207439493\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2259.2888346432874\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2259.2888231160605\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2259.288821892271\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2259.28882192744\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2259.288821892271\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11173.572639621969\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72315559740.23653\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 31601.46573769096\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2880.1122797837984\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2881.096307118869\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2289.9097878107623\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2261.7495773216524\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2261.7822246109854\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2268.6479239763594\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2261.116049934726\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2261.137798705723\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2261.1097691527057\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2261.1097341659206\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2261.1097227340215\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2261.109722764998\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2261.1097227340215\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11218.242594495685\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72605795615.61404\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 31637.21197737824\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2881.8098696848683\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2887.57066017431\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2301.688462088204\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2262.99823558988\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2262.9201147895815\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2263.198481626129\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2262.3732247735466\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2262.3629209283527\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2262.361848504983\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2262.3615246870013\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2262.3615084110443\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2262.361507704137\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2262.361507704137\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11274.434676962293\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 44349733942.52342\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 31295.304007491683\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2883.496062517851\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2898.218696516695\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2318.5987065182608\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2264.256996227058\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2264.0972690031504\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2264.2793803007407\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2263.6186398278865\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2263.6095525115065\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2263.6087314999463\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2263.608298227852\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2263.608285458157\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2263.6082847879575\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2263.6082847879575\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11275.38890353358\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71407083204.79883\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15938.431953005493\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3277.9557884630285\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2555.699272626309\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2895.2920600509324\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2267.717294210399\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2267.88895209741\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2267.5164460096776\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2267.1749618654844\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2267.1638932011833\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2267.163716599981\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2267.1634733985056\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2267.1634537222208\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2267.1634484863675\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2267.1634485229024\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2267.1634484863675\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11433.05431416164\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70017738423.71983\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15034.555483687094\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3330.2118246704636\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2556.954409496946\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2649.0543772309275\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2269.9034629894068\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2270.1160275112743\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2269.692538531067\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2269.3228500251757\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2269.3104839106127\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2269.310278688281\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2269.3100355096694\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2269.3100134326905\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2269.310007604474\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2269.3100076411533\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2269.310007604474\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11311.282773226605\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70528848987.04935\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14956.450145848346\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3344.1867063095196\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2558.2958874711285\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2900.9251928155622\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2271.298742362248\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2271.54604876616\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2271.0910964614104\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2270.7185420564065\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2270.705729087381\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2270.7055314348017\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2270.7052382917136\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2270.7052168007617\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2270.705211196938\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2270.705211234723\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2270.705211196938\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11273.402643472187\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70799807833.7538\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 33138.768596434435\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2897.0164468536254\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2874.29317457046\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2297.4226115812485\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2272.721879628784\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2272.981136089299\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2278.31346676694\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2272.0526574529335\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2272.0661133954322\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2272.0463542277457\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2272.046338074105\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2272.04633729359\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2272.04633729359\n", " Iterations: 14\n", " Function evaluations: 132\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11603.21491026086\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 69269016384.28937\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17486.659383226794\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3211.643651451898\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2564.607764832486\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2723.1088191850395\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2275.5418937489712\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2275.7018493817754\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2275.3575117144646\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2274.958054358745\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2274.948507318876\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2274.948275720648\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2274.9481054469597\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2274.9480781488414\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2274.9480731966078\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2274.948073236202\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2274.9480731966078\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11458.674304108163\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70392650789.45213\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19084.08080264538\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3190.504974348286\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2567.425590953392\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2882.080606418571\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2277.3871326452227\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2277.5109246101756\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2277.1975534585627\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2276.810755454486\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2276.801614030985\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2276.801384368555\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2276.8012140326737\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2276.8011866354736\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2276.8011819294497\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2276.801181969239\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2276.8011819294497\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11393.931713336318\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70968911425.09976\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17393.785627701385\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3248.108329599362\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2568.2883969195937\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2892.2676100138515\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2278.766765565127\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2278.9097082321896\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2278.573379682188\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2278.1941425657724\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2278.183849786768\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2278.1836265641873\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2278.1834206965686\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2278.183394792346\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2278.1833895776554\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2278.183389618136\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2278.1833895776554\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11476.700797065183\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70241141949.96202\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18305.804361724837\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3214.9974625687346\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2570.6110993875204\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2889.0664364551867\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2280.377230904275\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2280.526829681691\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2280.2013488090406\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2279.77675641043\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2279.7670247443084\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2279.7667890703087\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2279.766614110519\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2279.7665860468387\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2279.7665814235097\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2279.7665814637444\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2279.7665814235097\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11442.036353301442\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70428180669.86002\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 48065.72094783945\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2908.5832126987852\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2801.19677232184\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2347.2458624932433\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2281.709267664645\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2281.657144730403\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2281.934646591917\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2281.0676443607795\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2281.060068919735\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2281.0589336176986\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2281.058476927258\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2281.0584521483215\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2281.058451244742\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2281.058451244742\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11376.364646088525\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71156039652.43408\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 45989.53085937115\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2911.635091617388\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2815.641228355634\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2375.8576635134823\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2283.1353197300195\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2283.0044691715366\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2283.192135948492\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2282.487021001015\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2282.479864735939\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2282.479158020904\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2282.478615133996\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2282.478598362244\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2282.47859753603\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2282.47859753603\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11329.31806317881\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71756239111.60841\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 41674.91451086351\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2915.15387038497\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2845.149535020403\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2390.6089108906426\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2284.5675503082293\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2284.386278370498\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2284.5258702006568\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2283.915825247625\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2283.908535264222\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2283.9080203899925\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2283.90744996\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2283.9074374036854\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2283.907436701027\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2283.907436701027\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11307.426410236323\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72239765260.61058\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 37933.035845713835\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2918.1132197833517\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2876.4253946515246\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2407.6328134379137\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2285.9630542311224\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2285.7342157857256\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2286.1317610738924\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2285.3183695426314\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2285.307156001143\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2285.2984677232153\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2285.298080416794\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2285.297494070832\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2285.297493507127\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2285.297493507127\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11348.087939735786\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 35196574390.34392\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 41548.69109470544\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2918.665359563295\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2854.3593428161857\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2449.9528163613777\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2287.668099106975\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2287.4360124885307\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2287.8136894855843\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2287.0257326741375\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2287.013008431638\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2287.0059081888903\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2287.0055983481725\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2287.0049996527805\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2287.004998988444\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2287.004998988444\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11381.668562669118\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70779245594.25476\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 40495.4596344063\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2919.294989540476\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2864.6292964516183\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2420.3122861223724\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2289.3376455852494\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2289.1416755414557\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2289.25363657425\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2288.6773463070685\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2288.6695330941106\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2288.669184207348\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2288.668572871172\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2288.6685629881895\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2288.668562385229\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2288.668562385229\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11583.1879297618\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58459094065.54957\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16992.634717193738\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3274.7913733586383\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2581.931759318475\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2897.137783074023\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2292.947490110707\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2293.5383495108035\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2292.74858596461\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2292.218714579987\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2292.2098670331266\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2292.209593835727\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2292.209292093149\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2292.2092625527735\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2292.2092582078635\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2292.2092582453424\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2292.2092582078635\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11734.451471872359\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72168370456.63277\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 31217.196422556975\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3063.217687331175\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2588.306792371459\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2325.561702432713\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2299.428634330975\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2300.816722991982\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2298.571482318711\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2310.9179295965414\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2298.4683373854864\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2298.4429492515364\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2298.4356919312754\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2298.4349548032997\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2298.434844996067\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2298.4348450320067\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2298.434844996067\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11528.573936250588\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78095674927.8183\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17241.355304326396\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3310.131955878888\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2590.2422403331416\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2320.1439347288474\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2303.4176917347218\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2310.140095416354\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2301.703915175309\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2315.1988697285515\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2301.541217022321\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2301.505317299932\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2301.4930853038895\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2301.4910955253363\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2301.491047987738\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2301.491047240357\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2301.491047240357\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11611.136548853712\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57381927641.20305\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16391.170538319442\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3352.111362860126\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2590.7499143984787\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2326.8766039235534\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2303.521317073395\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2305.6010649195805\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2303.201448531663\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2303.0736954501886\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2303.063187038391\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2303.0596244540934\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2303.058909503406\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2303.058474793492\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2303.058470353808\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 2303.058470386176\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2303.058470353808\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11622.531004736948\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70359022888.23578\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16497.780276544963\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3343.118178367239\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2591.404141842904\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2336.5521490358587\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2304.8305869015876\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2306.361238933802\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2355.508215086303\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2304.689171354563\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2304.642320821941\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2304.6407726513294\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2304.639813212094\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2304.639808685985\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2304.639808716862\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2304.639808685985\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11622.716968102442\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77077905526.8313\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16435.274343807374\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3342.5383378335637\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2592.295833991521\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2351.880004995106\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2307.4842712798036\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2307.6016819540537\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2306.3159208450893\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2323.707907453024\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2306.224299440448\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2306.1785570974034\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2306.1701398713412\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2306.169009918076\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2306.168664227237\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2306.1686549682454\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2306.1686549995184\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2306.1686549682454\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11615.570052853902\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77094255273.465\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16327.094497044582\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3346.531315064077\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2593.3625364945674\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2379.7149392805486\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2309.105941085157\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2309.523340910697\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2307.7981277767585\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2321.413627238363\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2307.7036503199456\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2307.655916965641\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2307.651417079907\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2307.6489272734802\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2307.6488295993677\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2307.648805142441\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2307.6488051722085\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2307.648805142441\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11461.133440146707\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 52889556736.70703\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14720.005869494313\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3527.4311136096057\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2597.647298453252\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2351.0791187258947\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2311.5337602719896\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2311.4194749077046\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2310.3909824300717\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2378.865361321821\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2310.3288132287526\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2310.2654154308875\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2310.2588459291505\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2310.257709807259\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2310.2574035438065\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2310.257384705965\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2310.257384737966\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2310.257384705965\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11559.040995644104\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78045153466.52777\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15695.889202662074\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3431.772572596922\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2601.5546788006486\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2352.6998231298876\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2313.4523425655443\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2313.5014193563275\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2312.3249457673\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2371.743658166953\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2312.241548503239\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2312.1925510150495\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2312.1832363633744\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2312.182413971455\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2312.1819610364673\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2312.181955355448\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2312.181955388516\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2312.181955355448\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11604.642828920725\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77246384246.28568\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16453.677491539413\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3377.4526334634743\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2602.75722946063\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2374.99371843995\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2315.0277569011632\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2314.9904314919454\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2313.860144433141\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2336.5737795000923\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2313.7827970877306\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2313.7427845343905\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2313.721354284653\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2313.720987171736\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2313.72008809457\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2313.7200831221544\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2313.720083154436\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2313.7200831221544\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11585.160256696203\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 67106147985.66493\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16158.692032058772\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3397.031243953654\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2604.2191161605792\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2422.1154307539355\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2316.674039979339\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2316.939411697347\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2315.3469583142046\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2330.511604231224\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2315.2696052029282\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2315.2135610374776\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2315.2052932129727\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2315.204599588146\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2315.204391297637\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2315.20435809493\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2315.204357535391\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2315.204357535391\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11530.804991641733\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 79485263271.6981\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15021.508274235617\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3504.738343685771\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2606.0123269518817\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2446.7284372919053\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2318.466846771385\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2318.683533745379\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2317.097385821824\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2329.893770297852\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2317.043100993499\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2316.9660491481864\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2316.9652814628707\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2316.965269307715\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2316.965265944634\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2316.9652650267135\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2316.9652650267135\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11550.456400085883\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 69136511041.77045\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11637.760400608302\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3196.9814536851663\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2611.5624502912497\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2331.839601834787\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2320.276214021308\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2327.4700911344657\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2318.5579018856333\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2324.659319049252\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2318.3863616556755\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2318.34756828019\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2318.3347436890954\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2318.3307657259347\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2318.3307258385184\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2318.330725138625\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2318.330725138625\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11556.297351524456\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 56494541239.097046\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 34411.85987182715\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2968.8162515002296\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2925.05497837247\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2346.352231296887\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2321.3593811911524\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2321.6053564370345\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2319.8932395299453\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2339.733176420071\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2319.7332176054665\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2319.6992393738064\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2319.6844452707146\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2319.6829749733333\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2319.6829625467276\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2319.682961107631\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2319.6829611379253\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2319.682961107631\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11573.320466829224\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 48281165007.89908\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 34877.60152921184\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 2969.1458290975406\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2931.0116807340696\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2364.2754852961216\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2322.5313569703794\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2322.139498997\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2321.151427671271\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2340.1217677949007\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2321.0269045481145\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2320.9928241082034\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2320.974402647743\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2320.9730759392814\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2320.9730591748685\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2320.9730567333813\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2320.9730567632805\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2320.9730567333813\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11550.799410214513\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 62454197230.974464\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 33032.83351464344\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3330.5512893330833\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2393.4661912798\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2328.517777406092\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2348.971975524059\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2355.364438994182\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2322.5713007043805\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2322.596595905756\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2322.511071873704\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2322.502790503167\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2322.5017472247614\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2322.5015794252513\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2322.5015664648545\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2322.501561685849\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2322.5015617148892\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2322.501561685849\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11544.303694186783\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 79803515131.42493\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 30618.442101640114\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5010.627378748677\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2966.824753870812\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2330.0471723659534\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2329.2945599808454\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2559.4446587356106\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2323.992306305545\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2324.0185611746183\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2323.8358508355554\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2323.8283763891986\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2323.8277644016853\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2323.8272722679067\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2323.827253513222\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2323.8272454610697\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2323.827245489875\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2323.8272454610697\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11565.27599010185\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 79293823771.93991\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 30979.24135789105\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4990.973536237125\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2968.5760417744186\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2330.8596145487827\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2330.655661845927\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2519.7872297735757\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2325.167775748245\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2325.2396524160818\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2325.0189812401104\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2325.0133282546267\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2325.013029997094\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2325.0127370354794\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2325.0127256079886\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2325.0127214980653\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2325.012721526785\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2325.0127214980653\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11583.093158170204\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78909358419.05374\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 31782.542648561543\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4938.246483016384\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2970.1509720752897\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2330.881532071166\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2333.151902820694\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2536.9821014420268\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2326.4483358761195\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2326.199740454832\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2326.1716946250517\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2326.169344276044\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2326.168770875558\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2326.1687307367165\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2326.1687013810415\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2326.168700242852\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2326.1687002715803\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2326.168700242852\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11605.83338960928\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71437920158.43983\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 32877.74284016215\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4869.988002815959\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2971.2746151979727\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2331.17403551368\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2335.0134014676305\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2972.066623990277\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2327.6361335024003\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2327.2928869226307\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2327.2758714302217\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2327.2724593934063\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2327.2720602052495\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2327.271819369596\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2327.271761279451\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2327.271752884183\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2327.2717529131896\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2327.271752884183\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11621.004467759818\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 49223368412.43469\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 33938.86204281497\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4808.702957266246\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2972.9152831695337\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2331.7459943009144\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2336.7699111356796\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2482.1500374440243\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2328.7178813556447\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2328.42905966363\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2328.406234037846\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2328.3784618733685\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2328.3761484725974\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2328.374690080016\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2328.374335946621\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2328.3743162194596\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2328.37431624897\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2328.3743162194596\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11644.356562026816\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77509514561.9566\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 35114.88446976258\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4747.561592892933\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2974.337535968782\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2332.355136679702\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2338.555584628677\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2399.0326239618134\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2329.6113060673415\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2329.528541972287\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2329.427714219783\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2329.4006929163306\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2329.3961811078043\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2329.3955320325676\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2329.395470931394\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2329.3954650003266\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2329.395465028346\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2329.3954650003266\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11666.554144632384\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 65589993640.40184\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 36224.474814381036\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4694.9908767766765\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2975.693145428097\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2333.809552867958\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2339.9359464479903\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2382.91313989461\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2331.0271216352485\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2330.941263075797\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2330.8409118666195\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2330.813740763408\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2330.8091106650068\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2330.808407718403\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2330.8083461266715\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2330.8083401062913\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2330.808340134271\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2330.8083401062913\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11693.128028116507\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 66679690388.62569\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 35445.137666536386\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4752.386354367307\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2976.4691118499723\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2335.084937255839\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2341.258173693099\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2394.2523623979446\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2332.314893781843\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2332.2364755051726\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2332.132718072097\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2332.103817277857\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2332.098289255907\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2332.097639361027\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2332.097565148395\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2332.0975608603603\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2332.097560888352\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2332.0975608603603\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11693.897981231401\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76722485603.88928\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 39720.70907485488\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4531.314459467838\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2979.156260888043\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2336.1843847444998\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2342.7184300276213\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2370.973883683944\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2333.5272739976995\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2333.444111480221\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2333.318986976808\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2333.3129607961982\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2333.311362878726\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2333.311279376695\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2333.31124971836\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2333.311249307002\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2333.311249307002\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11681.57108387915\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57025681885.684975\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 41141.30290811758\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4471.002652314619\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2979.9498923467563\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2338.588425541725\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2343.971687225093\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2374.2464546821384\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2335.636825962978\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2335.433744699487\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2335.399673932391\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2335.3406106967295\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2335.3157728569904\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2335.3153184042976\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2335.3151890378786\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2335.3151859136183\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2335.3151837157266\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2335.315183742722\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2335.3151837157266\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11678.90050470296\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 47744584736.37862\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 26160.10188305245\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5475.351819357258\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2986.7128625467476\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2342.597400561557\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2343.609616537009\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2351.3396646180736\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2339.3211224922793\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2339.1740110953706\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2338.9708156471625\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2338.8764453788353\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2338.8714148242316\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2338.8633939743077\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2338.863246555734\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2338.8631793564327\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2338.8631703481706\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2338.8631688686164\n", "Iteration: 19, Func. Count: 169, Neg. LLF: 2338.8631688941095\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2338.8631688686164\n", " Iterations: 19\n", " Function evaluations: 169\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11651.734503210544\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75584722090.79276\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25608.38581419958\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5556.482053512693\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2761.3196499579826\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2344.8821470361618\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2344.894783860099\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2393.2925227238966\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2340.3928006406095\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2340.0463490632937\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2340.0543956733113\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2340.0266854391116\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2339.9649121032216\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2339.9379735569137\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2339.9327186370374\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2339.9323599220443\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2339.932358493907\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2339.932343063389\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2339.932343090043\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2339.932343063389\n", " Iterations: 19\n", " Function evaluations: 171\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11591.28429515297\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76631510103.84198\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25360.030470978338\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5597.026121999947\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2991.0591677414177\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2344.904194727338\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2342.395512869623\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2394.611222183121\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2341.5841496281946\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2341.1756148875643\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2341.1555259704755\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2341.1382156682134\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2341.133759125908\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2341.1317920691813\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2341.131697234748\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2341.1315847417854\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2341.1315844686983\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2341.1315844686983\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11667.272409084471\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71379910359.75491\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 26192.024453487487\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5467.863573834777\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2993.444694853787\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2347.455726768909\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2344.5492711542347\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2355.6740934794175\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2343.81016919549\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2343.7380370357096\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2343.657498642778\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2343.659099121727\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2343.650142183718\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2343.650092047485\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2343.6500514821632\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2343.650051511213\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2343.6500514821632\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11730.314700357678\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77094799497.42285\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 26264.2894974117\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5474.255974085963\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2982.0477555765165\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2348.755273966566\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2346.5498605305875\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2406.8036158863574\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2345.125530095618\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2345.0864774719985\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2344.9761536887668\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2344.9734736767687\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2344.971565275694\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2344.971381464994\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2344.9713547725964\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2344.9713542163454\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2344.9713542163454\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11707.924670572747\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77110842840.09518\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 27332.495356840802\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5369.838161842939\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2996.817542204999\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2349.9719432207817\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2347.4565445073813\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2403.4286169926118\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2346.295765547012\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2346.2498272143903\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2346.1412331512574\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2346.1390333359604\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2346.1345516058755\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2346.1344383565665\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2346.134406812635\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2346.134406841708\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2346.134406812635\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11802.28071990737\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70263594353.35207\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 29178.903744021685\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5188.510402735872\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2998.818509662512\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2351.9746493708044\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2348.7077644624715\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2360.6982861108254\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2348.491086333022\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2348.1782923269657\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2348.200950065685\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2348.1564583906247\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2348.156239226747\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2348.1562279701748\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2348.15622666343\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2348.1562266931032\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2348.15622666343\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11798.602858563012\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 63476809728.9674\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25768.81589893773\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5533.798687301134\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 2999.6202486799584\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2353.979050925048\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2358.346648228975\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2364.8205018682584\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2350.3930363107106\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2350.2320988817437\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2350.1669098368675\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2350.154680692758\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2350.153563072191\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2350.153160241005\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2350.1530775587125\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2350.1530699414598\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2350.1530699724494\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2350.1530699414598\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11803.608865372611\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74839921850.56668\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 24236.894473364402\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5735.550784711924\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3000.9483244344465\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2355.541497929054\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2360.1484861733697\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2368.1685859162717\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2352.0081224053934\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2351.7767849118936\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2351.7357717570967\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2351.729594226896\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2351.728728499943\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2351.7286907520584\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2351.7286218315153\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2351.728621365484\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2351.728621365484\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11745.459673614334\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72449861597.71275\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 23321.213753110773\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5875.240025202346\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3002.421675266987\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2356.8121664999926\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2361.6626754861686\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2370.657616025608\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2353.2833735738427\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2353.016969199722\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2352.9889393091207\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2352.983964698221\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2352.983450839323\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2352.9834425112667\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2352.983425222685\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2352.9834245309235\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2352.9834245309235\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11915.019606416081\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73613213531.96619\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25861.71848560621\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5539.336504560133\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3004.377136487044\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2358.998856562317\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2363.5497534251795\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2371.029835754107\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2355.459997571468\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2355.2622985809667\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2355.2052425657066\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2355.195491478059\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2355.194342201915\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2355.1941975531377\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2355.1941014621625\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2355.1940990299113\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2355.1940990605844\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2355.1940990299113\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11804.810257898422\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73778112979.6788\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 24891.24598357782\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5662.971144470515\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3006.7996751413975\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2360.1061912850196\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2364.6333355591605\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2371.23572289854\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2356.550867697897\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2356.4212726266674\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2356.344364914027\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2356.3333634079463\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2356.3324033256094\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2356.3319195276763\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2356.331858347619\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2356.3318485962036\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2356.3318486265753\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2356.3318485962036\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11714.065583982287\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73772470742.23833\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 23587.79613110439\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5847.741696242486\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3008.7036711058972\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2361.314537774012\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2366.309594073577\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2374.6494853343074\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2357.7554327182706\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2357.5482700252833\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2357.506276564647\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2357.502672175462\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2357.50200104975\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2357.501999658905\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2357.5019854281736\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2357.5019854558564\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2357.5019854281736\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11651.335665098188\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74120084876.9403\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 23592.439520295902\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5851.493973264887\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3010.9941803532583\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2362.480752470653\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2367.626933574388\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2376.16417594422\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2358.983639793414\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2358.712772154613\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2358.683872383834\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2358.6773687267364\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2358.6768582371496\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2358.6768454382427\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2358.6768315341196\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2358.6768306726844\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2358.6768306726844\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11623.650870446925\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74233638820.31992\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 22116.67858884519\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6093.172270868721\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3013.7863176924375\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2363.536825430642\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2369.0344891429613\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2378.4732168645965\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2360.0619464057677\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2359.7659076462833\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2359.7517549212316\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2359.748607571874\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2359.7483294710883\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2359.748316301151\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2359.748305300293\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2359.7483046053267\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2359.7483046053267\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11647.58898154151\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74257777274.08592\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 21127.534559675474\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6284.551275065461\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3016.3805437773804\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2364.5955695684506\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2370.408858779969\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2380.6232674287585\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2361.178732927955\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2360.834415626967\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2360.8279755698977\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2360.8230121321994\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2360.822209714531\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2360.8215019347062\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2360.821446506755\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2360.821442865936\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2360.821437815767\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2360.821437844339\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2360.821437815767\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11661.31782654836\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74053643326.33125\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20881.28311268813\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6326.958894587462\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3017.641642280651\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2366.449696966807\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2372.0761316726516\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2383.129488679634\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2362.991096619056\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2362.6474330207143\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2362.6407830778335\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2362.635873161\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2362.635040457627\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2362.634308762904\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2362.6342412612353\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2362.6342415999716\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2362.634237770925\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2362.6342377444425\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11739.533918035184\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71944358119.85037\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 21167.292717258573\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6198.536195061204\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3011.0157807639503\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2370.578922221711\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2377.3878219953076\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2386.1263613907827\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2367.0106616498433\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2366.5597635789627\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2366.537731307064\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2366.523553078353\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2366.5225473242017\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2366.5221346510407\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2366.5221235952495\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2366.5220884914984\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2366.522088519811\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2366.5220884914984\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11833.951658579423\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 50859700610.77937\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 32087.250386078173\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4938.316786168097\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3014.219287385291\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2372.4719321806638\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2379.187382322545\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2375.5492562291656\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2368.903685668104\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2368.577156327432\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2368.5972154088713\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2368.5488876458103\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2368.460394650539\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2368.4121458381865\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2368.40649050845\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2368.4043842169917\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2368.4043320931305\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2368.4043311073256\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2368.4043311073256\n", " Iterations: 18\n", " Function evaluations: 163\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11757.468156795328\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71789118723.14285\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 28349.257547467656\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5250.539991124357\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3016.377835034637\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2373.728828065686\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2380.627117657548\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2381.385490146031\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2370.06577825997\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2369.6963756010678\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2369.6653171523503\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2369.6034662424972\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2369.5912527548944\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2369.5869449343177\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2369.5850331599477\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2369.5849360167485\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2369.5849352603746\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2369.5849352603746\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11721.902840209594\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74178780055.01337\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 28670.09657343832\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5221.598196720519\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3020.1155103461615\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2375.1906533815973\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2382.2550204586873\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2381.1798976588725\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2371.545041139986\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2371.2186236790544\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2371.2364768867283\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2371.1766246851817\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2371.0678507179346\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2371.0569883033904\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2371.0513618302066\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2371.0507596387924\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2371.050707504567\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2371.0507075346122\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2371.050707504567\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11809.166177680185\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73876376168.06181\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 31598.122611341503\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4985.657641785955\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3021.912440380957\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2376.8478656039006\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2384.1031041923584\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2379.904734539098\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2373.2628575298177\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2372.9008948459878\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2372.846279171885\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2372.779043275729\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2372.754475535906\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2372.7503855059185\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2372.7503833371948\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2372.750058609949\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2372.7500564751836\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2372.7500565038044\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2372.7500564751836\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11893.434360066745\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71024322937.36061\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 41714.89780711544\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4421.164758215558\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3025.703546470718\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2379.126120023278\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2387.8762231128835\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2378.1506336630937\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2375.6381816206263\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2375.2237679165783\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2375.1437285482552\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2375.102220258469\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2375.0961618899255\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2375.095574677191\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2375.09533611174\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2375.0953222391613\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2375.095307470212\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2375.095307499786\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2375.095307470212\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11745.801237461123\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75342182779.7306\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 29791.346319332868\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5115.297718679765\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3028.256842000902\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2381.048854652984\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2387.9410869671824\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2384.7110634314276\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2377.415859208122\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2377.059641430974\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2377.0234052414025\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2376.9483279322008\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2376.9184747325417\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2376.9075077708058\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2376.9073868378805\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2376.90674860657\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2376.9067409775007\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2376.906738953796\n", "Iteration: 19, Func. Count: 170, Neg. LLF: 2376.906738982866\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2376.906738953796\n", " Iterations: 19\n", " Function evaluations: 170\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11734.59190822205\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 73072551792.78174\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 27476.316538086867\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5339.364849934318\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3030.4268864483365\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2382.264232520077\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2389.4855415173233\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2387.0436235009847\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2378.6370653715467\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2378.2587258294548\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2378.1991908054933\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2378.1461056816997\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2378.133864339232\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2378.132155244425\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2378.1312070696054\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2378.1311447021626\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2378.131137979661\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2378.1311372514806\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2378.1311372514806\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11638.905043890794\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78789208469.09563\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25109.146089728943\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5568.338137747456\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3050.5892115344022\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2386.407293932404\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2390.885513320054\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2404.2743906493233\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2382.5528780833547\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2382.28579473871\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2382.2620207929754\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2382.2587106159795\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2382.2581932749995\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2382.258187553978\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2382.2581678117167\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2382.2581671455564\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2382.2581671455564\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11914.509635451719\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71776994836.97842\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15500.01459865567\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3101.4223020674735\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3661.952782093534\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2388.5224874243113\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2392.9433731130634\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2392.1019894721144\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2385.9078874541183\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2385.8433972601624\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2385.7373712435274\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2385.7306000546005\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2385.7280557933254\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2385.7274166345983\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2385.727400600622\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2385.7274000142893\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2385.7274000142893\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12087.525321120134\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72351167987.62436\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15193.885749883311\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3102.083526952175\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3682.9149657212956\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2390.0724158796766\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2394.0638750121093\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2391.645098204323\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2387.4675656874288\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2387.405869293062\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2387.279382958298\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2387.2788198468897\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2387.2744019892334\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2387.274350892163\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2387.274350922042\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2387.274350892163\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12227.680413332373\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 80896225189.18915\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15256.227021537812\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 3103.4506018810407\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3693.411538419359\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2391.933864351463\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2392.322304518754\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2390.5878895416267\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2388.897968393679\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2389.1123666611793\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2388.733255768888\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2388.7117873189145\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2388.7054543736594\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2388.703036633391\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2388.7030249844875\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2388.703025016087\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2388.7030249844875\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12296.684718502596\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78146106561.33936\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15784.710268724639\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7571.143283956709\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3066.7795104771353\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2394.4891890635495\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2414.507913515097\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2391.841762551063\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2390.621247228587\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2390.293757913146\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2390.2234573093447\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2390.1480707611\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2390.1275569975523\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2390.1206176386504\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2390.119933867735\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2390.1198579854554\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2390.1198502671086\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2390.1198502944635\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2390.1198502671086\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12466.726389631256\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 80919810181.68823\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15148.324122715045\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7820.195015210098\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3071.2987370557285\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2396.0139259991333\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2419.352813375125\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2393.5450501032583\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2392.153017623857\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2391.946253650626\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2391.8633237750673\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2391.6975981524884\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2391.6634273052036\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2391.652232169529\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2391.651284695733\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2391.6511017746643\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2391.6510990285396\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2391.651099059871\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2391.6510990285396\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12420.703240881005\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 79281232008.28613\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16672.085012348638\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7271.817087874172\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3070.853172277736\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2397.796508045636\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2422.583990301076\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2395.262881981875\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2393.930410513366\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2393.7107924343627\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2393.6516696741514\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2393.467141592938\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2393.442069127641\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2393.432076416267\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2393.4315121544278\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2393.4313227138778\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2393.4313214211943\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2393.4313214505632\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2393.4313214211943\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12451.799157234695\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72750832355.47986\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17230.19211336135\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7111.919258997169\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3072.1473930416278\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2399.106599157425\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2431.6066716821842\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2396.5719856748947\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2395.2554431647513\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2394.9969019400996\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2394.863733103788\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2394.770831544197\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2394.7610586055935\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2394.7560199116897\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2394.755224990491\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2394.755130892553\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2394.7551284767223\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2394.755128506914\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2394.7551284767223\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12574.028218503092\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 79501017583.43802\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16694.84747032507\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7282.9967470810225\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3077.846561749803\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2400.700882577802\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2434.8281507703214\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2398.057974913554\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2396.852063423103\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2396.6125026179316\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2396.374006071498\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2396.3558398526666\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2396.351350422594\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2396.3490612669984\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2396.3488791805185\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2396.3488648173015\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2396.3488644120534\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2396.3488644120534\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12682.240649357438\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 79631806395.97356\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15525.044044363489\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7705.748325784642\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3081.0460664586544\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2402.0093936462954\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2439.1381626834163\n", "Iteration: 8, Func. Count: 83, Neg. LLF: 2399.247010574754\n", "Iteration: 9, Func. Count: 92, Neg. LLF: 2398.151177057703\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2397.7675820839463\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2397.7626313447354\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2397.677428543814\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2397.6691437525274\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2397.668982856472\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2397.668894233795\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2397.668892665066\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2397.668888322424\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2397.6688882936296\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12787.887375197914\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76272932327.52473\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14904.214753465869\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7968.483424666549\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3083.9529854219354\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2403.3752092578975\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2448.280413862324\n", "Iteration: 8, Func. Count: 83, Neg. LLF: 2400.3756371896156\n", "Iteration: 9, Func. Count: 92, Neg. LLF: 2399.4977938432994\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2399.1062981979503\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2399.0954416530903\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2399.024702039351\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2399.0188390939065\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2399.0188209456733\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2399.01869396209\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2399.018692101474\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2399.018692131259\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2399.018692101474\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12901.011391532182\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 62618631618.176025\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14380.257210644644\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8214.65632508053\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3086.499586365951\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2404.6539428477527\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2451.8643955133994\n", "Iteration: 8, Func. Count: 83, Neg. LLF: 2401.4191549665366\n", "Iteration: 9, Func. Count: 92, Neg. LLF: 2400.766191998963\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2400.3748425892836\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2400.359087543823\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2400.2933772242377\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2400.287530606444\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2400.287514645048\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2400.2873148812696\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2400.2873144466557\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2400.2873144466557\n", " Iterations: 16\n", " Function evaluations: 150\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12981.461028387159\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 79055185854.02484\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14550.319934066067\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8152.1543105439405\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3087.9321644782503\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2405.8207557586893\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2464.6555566022885\n", "Iteration: 8, Func. Count: 83, Neg. LLF: 2402.3880530698207\n", "Iteration: 9, Func. Count: 92, Neg. LLF: 2401.9054212338806\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2401.514029144778\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2401.490877157359\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2401.4369652323912\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2401.4328224281126\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2401.4323900025197\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2401.432186371846\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2401.4321739363877\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2401.432171565454\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2401.4321715935457\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2401.432171565454\n", " Iterations: 18\n", " Function evaluations: 163\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13011.455831448206\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 43425257857.55152\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15180.681091253427\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7895.405504477911\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3098.3177612944064\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2407.1100025970736\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2452.83941473093\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2403.2732745245826\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2403.2209070022336\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2402.883461158488\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2402.7615600937856\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2402.753317941492\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2402.7506277298917\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2402.7506270088243\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2402.750578288773\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2402.7505783172996\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2402.750578288773\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13090.168326488323\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77562011701.89447\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15836.525053707188\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7658.274858816265\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3099.7947360278263\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2408.196769070903\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2458.072497488954\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2404.325234095545\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2404.287114834504\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2403.9867987476227\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2403.86086215582\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2403.8318769288803\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2403.8265253043837\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2403.8264323315834\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2403.8263898522378\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2403.8263896720086\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2403.8263896720086\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13081.990806165992\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78772520808.12979\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16125.116574033578\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7550.331226617953\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3102.642320583649\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2410.0854549311643\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2448.944528401831\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2406.298003296756\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2406.202754143027\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2405.9064022330285\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2405.7871063116127\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2405.7433922246405\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2405.739155008328\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2405.738405354843\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2405.738368974191\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2405.738365558254\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2405.7383649969697\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2405.7383649969697\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12851.382268234782\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 49673678011.69118\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17149.825670672435\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7227.198762674625\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3102.234781375287\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2411.794511257208\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2445.2503080518336\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2408.049297060239\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2407.8925344122817\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2407.6207695255475\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2407.5779817706753\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2407.4986117535036\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2407.429388010723\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2407.4253663540426\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2407.4245043690853\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2407.4244708785636\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2407.42446989581\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2407.42446989581\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12923.794492857485\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77805580054.64272\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17364.63919675938\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7179.366165444233\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3104.1001971456953\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2412.962009926558\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2448.503759399765\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2409.1725281926692\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2409.0481311859594\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2408.791750204977\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2408.7874844760436\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2408.7540987466755\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2408.624707114356\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2408.587324460196\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2408.584519278802\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2408.5842688701186\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2408.584264370217\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2408.5842643988926\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2408.584264370217\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12957.18757975891\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77385032037.06406\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18065.175989153995\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7003.166631862151\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3105.1151873964136\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2414.061157267319\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2451.2721837103677\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2410.211393099191\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2410.1150426075765\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2409.828230868066\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2409.723155701508\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2409.6536791258377\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2409.6523265386613\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2409.651130022383\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2409.6511269274256\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2409.6511269550756\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2409.6511269274256\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12934.876958989404\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78060569175.03384\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19127.138769927395\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6731.957855117562\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3107.773039258831\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2415.737891170391\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2448.0144050139315\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2411.945691842402\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2411.7976385680913\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2411.5290112645826\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2411.4899242392135\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2411.4218848942933\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2411.3351096429406\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2411.327436477407\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2411.3263839758547\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2411.326338359685\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2411.3263294663752\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2411.326329493865\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2411.3263294663752\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12922.96482537214\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77516264627.6623\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19061.081571894443\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6774.0464666974785\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3109.57002935978\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2416.7459647084506\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2450.7799153244246\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2412.957605285623\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2412.834044299117\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2412.552495199753\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2412.4767809409677\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2412.387036295094\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2412.3651002818006\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2412.363078328939\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2412.3626805247595\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2412.362679777187\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2412.362679777187\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12965.360466057537\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77156180950.84875\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18984.6065302948\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6800.718313956206\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3111.2859831793076\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2418.183365210223\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2452.360325439696\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2414.38608974001\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2414.259897640716\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2413.976034616058\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2413.894568493067\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2413.8071679095547\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2413.791187386568\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2413.789092086512\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2413.788843267425\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2413.7888419851606\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2413.788842012161\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2413.7888419851606\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12931.294062130535\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 52984954319.55182\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20881.394141760065\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6409.3360490935065\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3112.3878668801\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2419.2013709060993\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2451.7375440439505\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2415.4184582840007\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2415.2862767804486\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2414.9910744172957\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2414.8922709878234\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2414.8170005379916\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2414.8133535788406\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2414.811797674433\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2414.8117531792323\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2414.811747903157\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2414.811747226576\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2414.811747226576\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12785.720827445308\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78006224740.36595\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19928.155007373105\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6568.628503978483\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3112.407725470242\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2421.7698710486884\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2449.240500897832\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2418.247687814628\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2417.9283505830062\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2417.704110287297\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2417.472868829209\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2417.446454777963\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2417.4439483584397\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2417.443014118301\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2417.4429708337257\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2417.4429566156828\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2417.4429557387357\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2417.4429557387357\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12809.541804175644\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77909617570.68945\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20384.15509158199\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6494.226492949916\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3114.9413551405123\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2422.677770318315\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2449.8878457431083\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2419.3077173246534\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2418.9526276566294\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2418.7868201650845\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2418.47660659355\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2418.4598683459317\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2418.45242142432\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2418.451620751065\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2418.4513641394765\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2418.451359011673\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2418.451355353282\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2418.451355381075\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2418.451355353282\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12871.138111288998\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77970471851.09988\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20927.8072921128\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6410.47989059989\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3117.106597302572\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2423.7684573332003\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2450.7009403935117\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2420.278477480798\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2419.9829091543766\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2419.6626100887643\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2419.5566945154874\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2419.487518789466\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2419.4852208103202\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2419.482208272675\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2419.482203574722\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2419.4822036041364\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2419.482203574722\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12887.604595589353\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77978674508.29276\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 22078.28341842431\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6211.311401544149\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3118.7761393744167\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2425.012890123971\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2451.1151084309613\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2421.5279496236435\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2421.217432446714\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2420.9474574737014\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2420.75497425315\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2420.720633491812\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2420.7195876910832\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2420.7186176379146\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2420.7186040109127\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2420.7185956883163\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2420.7185957160636\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2420.7185956883163\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12650.271369075803\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78662115854.82877\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 22826.038462189063\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6078.4114192377665\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3118.3373279436432\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2427.0013895059014\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2452.182259711899\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2423.6675250725093\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2423.1970305105356\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2423.092885843117\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2422.7334459220215\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2422.7094645462503\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2422.698756573317\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2422.696631017121\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2422.6965118944295\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2422.696504351723\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2422.696503870466\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2422.696503870466\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12740.274360821211\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78528929866.95236\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 22330.795333689664\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6177.197014643232\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3121.5410796913566\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2427.988908121433\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2452.3467836953323\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2424.685027166496\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2424.234725449679\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2424.1815774226534\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2423.7702589526507\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2423.7343641746024\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2423.7251482318\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2423.7241054476117\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2423.723821746772\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2423.723801490889\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2423.723798102492\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2423.723798128213\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2423.723798102492\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12662.125213680538\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78721146823.75476\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 25255.690807250252\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5741.391097939608\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3123.462531526111\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2429.6896601257276\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2450.402547158502\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2426.3716298234285\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2425.9325940510184\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2425.875326907918\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2425.467463539646\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2425.433243492772\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2425.422610897229\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2425.4216593609\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2425.4212716396396\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2425.4212563829187\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2425.4212503239446\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2425.421250350647\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2425.4212503239446\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13284.056779550232\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77600826357.01332\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17024.419806284815\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7312.962071325157\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3128.242073289562\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2432.4407311275036\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2464.2514864893506\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2428.89356676813\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2428.6242580100893\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2428.4524833291193\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2428.1402266391283\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2428.123617703367\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2428.1145451084444\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2428.113804928713\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2428.1136357733803\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2428.1136244589925\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2428.11362110084\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2428.113621129917\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2428.11362110084\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13664.39234328104\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78283836429.13205\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9766.457197619784\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10836.985360419178\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3141.9217783010217\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2437.363442128471\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2439.651938518803\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2431.596097637829\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2431.38485499974\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2431.3423334932277\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2431.215157402464\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2431.1760795045875\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2431.1562158524525\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2431.1544879473395\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2431.1543690076173\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2431.154346397698\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 2431.154346424263\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2431.154346397698\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13654.080382565971\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77355141915.04926\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9747.96523299087\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10886.159958784549\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3142.528107834527\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2438.7438730419053\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2441.3078081309427\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2433.0730137761107\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2432.8641756078514\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2432.8762204438053\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2432.7722891005187\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2432.6846020045696\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2432.6402724947334\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2432.629429807149\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2432.6287830524907\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2432.6286757657363\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2432.6286757944645\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2432.6286757657363\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13723.413833541203\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76548784004.92812\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9951.310629007501\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10666.203991486276\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3144.0290199510423\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2440.0826936709173\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2446.2128657301428\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2434.273382544408\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2434.0940602631817\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2434.2953068920533\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2433.950257058025\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2433.8468541866614\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2433.84063744762\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2433.8399501815593\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2433.8399297336055\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2433.839921936149\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2433.83992196311\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2433.839921936149\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13768.907723375798\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59117992498.95979\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10204.9679338518\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 11357.846367304359\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3130.8673953499183\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2439.591832129775\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2480.533152032152\n", "Iteration: 8, Func. Count: 83, Neg. LLF: 2435.771592656037\n", "Iteration: 9, Func. Count: 92, Neg. LLF: 2435.4521963300576\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2435.4486291642206\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2435.516081187516\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2435.478606530365\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2435.449999688554\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 2435.386162616972\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 2435.383442726122\n", "Iteration: 16, Func. Count: 151, Neg. LLF: 2435.382133138961\n", "Iteration: 17, Func. Count: 159, Neg. LLF: 2435.38019539722\n", "Iteration: 18, Func. Count: 167, Neg. LLF: 2435.3799872822437\n", "Iteration: 19, Func. Count: 175, Neg. LLF: 2435.379967784098\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2435.3799677836723\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2435.379967784098\n", " Iterations: 20\n", " Function evaluations: 182\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13819.025842106945\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61464965360.55458\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10405.67854682936\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 11157.906267504937\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3131.766361789463\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2440.76667816261\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2491.5342022291875\n", "Iteration: 8, Func. Count: 83, Neg. LLF: 2436.910242287436\n", "Iteration: 9, Func. Count: 92, Neg. LLF: 2436.6054882375374\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2436.604492978428\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2436.6065638766177\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2436.596215232618\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2436.546080891134\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2436.5440885312964\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2436.5395223999853\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2436.538272974427\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2436.5376470048895\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2436.5375749768905\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2436.5375685081312\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2436.537567839151\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2436.537567839151\n", " Iterations: 20\n", " Function evaluations: 182\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13806.147723645172\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75966842529.26793\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11280.2246996693\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 10305.40825562\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3134.570031719648\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2442.213207731602\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2493.354003948448\n", "Iteration: 8, Func. Count: 83, Neg. LLF: 2438.3523142416298\n", "Iteration: 9, Func. Count: 92, Neg. LLF: 2438.053153337522\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2438.051590544542\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2438.1040276884696\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2438.078062780668\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2438.0532948798486\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 2438.0161306512873\n", "Iteration: 15, Func. Count: 144, Neg. LLF: 2441.827455733069\n", "Iteration: 16, Func. Count: 154, Neg. LLF: 2437.9947978732466\n", "Iteration: 17, Func. Count: 162, Neg. LLF: 2437.9840979110813\n", "Iteration: 18, Func. Count: 170, Neg. LLF: 2437.9838881093756\n", "Iteration: 19, Func. Count: 178, Neg. LLF: 2437.983643954871\n", "Iteration: 20, Func. Count: 186, Neg. LLF: 2437.983520167694\n", "Iteration: 21, Func. Count: 194, Neg. LLF: 2437.983484890504\n", "Iteration: 22, Func. Count: 202, Neg. LLF: 2437.98347984575\n", "Iteration: 23, Func. Count: 209, Neg. LLF: 2437.983479847257\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2437.98347984575\n", " Iterations: 23\n", " Function evaluations: 209\n", " Gradient evaluations: 23\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13849.955009210185\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 76338856822.99835\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9917.484853787995\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10762.439981725867\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3151.3670454928965\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2445.6617573982594\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2449.694189299358\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2439.797384407811\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2439.633293594048\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2439.6029795934564\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2439.5328385293456\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2439.4016829099455\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2439.375723045686\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2439.3720788471046\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2439.371736050358\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2439.3717014796925\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 2439.3717015051307\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2439.3717014796925\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12944.870321926403\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 83403651040.70181\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10850.283299470204\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 10471.076234040616\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3138.235112735555\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2450.6502930330444\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2459.819854539598\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2447.346480766123\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2446.1847639342077\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2446.1760586525843\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2446.1702355646994\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2446.1670739608735\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2446.166198697821\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2446.1657714149223\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2446.1657670014474\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2446.165766158786\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2446.165766158786\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12865.211726389729\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 82863404079.54245\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9926.9755394205\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 11523.670629451539\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3139.745030260563\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2451.680205459561\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2463.9817782177797\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2448.5294203302155\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2447.5394872886036\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2447.537445792683\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2447.659562511025\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2447.6198960153524\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2447.5773633426525\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2447.560017308389\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 2447.5304312999356\n", "Iteration: 16, Func. Count: 152, Neg. LLF: 2447.528740431228\n", "Iteration: 17, Func. Count: 161, Neg. LLF: 2447.5280346835425\n", "Iteration: 18, Func. Count: 168, Neg. LLF: 2447.5280346822055\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2447.5280346835425\n", " Iterations: 18\n", " Function evaluations: 168\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12976.338653765672\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 84098192635.70172\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9514.081316688607\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11079.48861568471\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3160.407410657726\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2455.4427794658445\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2456.800306724819\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2449.084718704729\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2448.943320654678\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2450.7943442037526\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2448.7983246134536\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2448.687694600545\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2448.6815586113285\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2448.6799931977303\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2448.6799846877525\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2448.679974396002\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2448.6799744226737\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2448.679974396002\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12948.96113523388\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72590861276.34424\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9928.042071204742\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 11557.055477136924\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3145.5327118954146\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2454.752025776462\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2468.3405747118286\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2451.600341350979\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2450.5715402442884\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2450.5636406208255\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2450.614527409355\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2450.5585582109134\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2450.556964190707\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2450.5569121361264\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2450.5568399369486\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2450.556839327789\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2450.556839327789\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12983.795810109683\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 83650048955.39429\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10035.146881037766\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 11451.71904978935\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3148.3454277352403\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2456.089672623324\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2480.6659552238675\n", "Iteration: 8, Func. Count: 83, Neg. LLF: 2452.666693070276\n", "Iteration: 9, Func. Count: 92, Neg. LLF: 2451.926427153545\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2451.9256806159538\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2451.6725892309996\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2451.509256319542\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2451.5078090462075\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2451.505839501174\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2451.5057156408266\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2451.5056563267344\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2451.5056558006922\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2451.5056541466915\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2451.5056541213507\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12958.512505624207\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 63485240357.75221\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10120.164856368334\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 11376.466668413794\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3149.8249887506236\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2457.3582130395152\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2478.489716248753\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2453.993842010403\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2453.1451845168226\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2453.1384416321243\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2453.1319410697242\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2453.128267400475\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2453.128038786889\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2453.1279335309864\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2453.127932771336\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2453.127932771336\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12971.090901472795\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 84066319112.6647\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10162.15500281731\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 11352.451701100039\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3152.8327585317015\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2458.6815913143646\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2487.5649363442503\n", "Iteration: 8, Func. Count: 83, Neg. LLF: 2455.0556065565434\n", "Iteration: 9, Func. Count: 92, Neg. LLF: 2454.4733741306254\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2454.469588258554\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2454.5717570637516\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2454.549594076304\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2454.520605232506\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 2454.5075079406934\n", "Iteration: 15, Func. Count: 144, Neg. LLF: 2454.5082815876567\n", "Iteration: 16, Func. Count: 153, Neg. LLF: 2454.4532023591873\n", "Iteration: 17, Func. Count: 161, Neg. LLF: 2454.4528337648962\n", "Iteration: 18, Func. Count: 169, Neg. LLF: 2454.452810609398\n", "Iteration: 19, Func. Count: 177, Neg. LLF: 2454.4528084157555\n", "Iteration: 20, Func. Count: 184, Neg. LLF: 2454.4528084146104\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2454.4528084157555\n", " Iterations: 20\n", " Function evaluations: 184\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13133.825907446968\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85285033904.52731\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8860.343664197584\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12166.166852197026\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3170.5939571991735\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2462.3857434174474\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2460.713210096823\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2456.5050978538416\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2456.351456207264\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2456.2271339907466\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2456.138450650918\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2456.1127148361784\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2456.1059658190843\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2456.105319599944\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2456.105270703064\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2456.1052558726583\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 2456.1052558978145\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2456.1052558726583\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13119.946880546711\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 62279311180.032364\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8566.38326891802\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12736.759214699083\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3171.523741760513\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2463.2316187371407\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2461.26397462301\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2457.679078803754\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2457.526881589496\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2457.456658094249\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2457.357033629975\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2457.300911090456\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2457.284028352852\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2457.279966793881\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2457.27973136023\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2457.2796299037745\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 2457.279629927984\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2457.2796299037745\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13082.63747782971\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 53646815164.42136\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8901.465426072977\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12152.793232541107\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3173.894883467513\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2465.054415601665\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2463.9260242437845\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2459.3077888080093\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2459.1768607057847\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2459.15473716491\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2459.0805022157087\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2458.9532018206505\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2458.9251733689466\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2458.917635336409\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2458.9170142172184\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2458.916827662608\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 2458.9168276854816\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2458.916827662608\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13048.119951234668\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 84516658230.42323\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9520.915974069801\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11269.238903598252\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3177.9204007047697\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2466.61900395374\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2468.3465454742145\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2460.603323056096\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2460.483232339198\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2461.1205424926525\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2460.33516812168\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2460.239166738836\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2460.2333072391143\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2460.2317728866924\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2460.2317440099646\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2460.2317259452684\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2460.2317259699994\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2460.2317259452684\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13018.524188007397\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 45084988535.12675\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9690.730296904105\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11091.822357343517\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3179.935329787667\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2467.7470137545406\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2472.436519641954\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2461.7322960936744\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2461.622871177072\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2464.252153584537\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2461.4566908070146\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2461.3815922159874\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2461.3780579254094\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2461.3763489103026\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2461.3763339870166\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2461.376322995621\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2461.3763230202576\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2461.376322995621\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13032.39124257903\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 82686771583.24698\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9830.691317077\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10926.593896178358\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3184.599974929667\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2469.4514815829652\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2475.692114399608\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2463.3859062320707\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2463.283305966336\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2465.741827859468\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2463.0932084311976\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2463.0331700567745\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2463.032176828734\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2463.0315492269374\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2463.031545512015\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2463.0315395040025\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2463.0315395286952\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2463.0315395040025\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13247.090252412889\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85384046042.77597\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8069.206440721537\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13873.583171537823\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3183.3336905158776\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2470.3532443570584\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2468.192850662058\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2465.1332861353235\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2464.9973724810816\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2464.960621077401\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2464.891012302141\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2464.7968240822247\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2464.7474796666984\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2464.734176106019\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2464.733765757959\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2464.7335593723283\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 2464.733559397236\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2464.7335593723283\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13119.904035372521\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 83732904037.38702\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8562.804892065653\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12885.911241140944\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3185.1727392127314\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2472.0490896650253\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2470.3178366092625\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2466.6344881338\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2466.503575806364\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2466.4871890608174\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2466.4554090246506\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2466.3339398177795\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2466.2736293867492\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2466.243150904144\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2466.239743527015\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2466.2391149794403\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2466.2391125331737\n", "Iteration: 18, Func. Count: 160, Neg. LLF: 2466.23911255813\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2466.2391125331737\n", " Iterations: 18\n", " Function evaluations: 160\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13122.4528276468\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 84269524952.40808\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8830.405209875335\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12449.167115963552\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3187.3587329924044\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2473.2294735482437\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2472.0822722338007\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2467.7507753613922\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2467.6346289327084\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2467.5799952059233\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2467.450194182887\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2467.366381275974\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2467.3616838492326\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2467.3603913336938\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2467.3603673764715\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2467.3603347650405\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 2467.3603347896033\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2467.3603347650405\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13091.492463848226\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 84245567774.99762\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9280.401286600876\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11783.034943645514\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3190.100455187053\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2474.541098309521\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2475.0126778436265\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2468.8698829886803\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2468.773261715207\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2468.7632396431563\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2468.555196206772\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2468.4972557808824\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2468.494223042757\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2468.4934889467577\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2468.4934779847313\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2468.4934613397704\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2468.4934613644323\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2468.4934613397704\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13159.336596806796\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 84335279039.93826\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9069.339705896935\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12132.589108619137\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3191.5271808764696\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2475.8074732745836\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2475.112549440368\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2470.2595205077355\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2470.152380328621\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2470.0824197556676\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2469.9317791907797\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2469.8795901022286\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2469.875818970181\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2469.8750640811722\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2469.875039327072\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2469.875018842857\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 2469.875018867432\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2469.875018842857\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13474.201501047814\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 86063503132.93187\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6356.293804374107\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 19523.675594752418\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3189.030004830648\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2478.485362896763\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2476.681775416263\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2473.4611800478074\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2473.416712949842\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2473.149407459604\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2473.09585480581\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2473.0729360108185\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2473.0626728239286\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2473.062308905968\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2473.0612152014855\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2473.061213559329\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2473.0612123904357\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2473.0612124156705\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2473.0612123904357\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13545.060306718395\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85616875530.23438\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5347.779206344525\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 26345.734792303156\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3192.4315053947694\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2479.8448152719184\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2477.2661243371977\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2474.7124005392425\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2474.6633871261756\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2474.384422883414\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2474.330306538577\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2474.3098783418222\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2474.2970456753355\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2474.2952619683056\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2474.2949236399745\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2474.294906530625\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2474.2949059356015\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2474.2949059356015\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13586.622576976257\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85101386918.37762\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5311.331236208771\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 26763.275383901244\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3193.6507264119314\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2481.076564391291\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2478.988786984797\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2475.900297093357\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2475.778601346671\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2475.7630026903407\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2475.7177052637126\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2475.636653122997\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2475.557796880728\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2475.497316879818\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2475.481189750617\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2475.480959371222\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2475.4809573686034\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2475.4809560350054\n", "Iteration: 19, Func. Count: 168, Neg. LLF: 2475.480956061413\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2475.4809560350054\n", " Iterations: 19\n", " Function evaluations: 168\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13531.811131406215\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 66854708056.652435\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5484.520882042249\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 25160.05751439814\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3196.26362495614\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2483.083756067433\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2481.916032818842\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2478.02508450568\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2477.9755853205875\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2477.956056853938\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2477.7819321573543\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2477.6824009835464\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2477.6217236261796\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2477.608952928068\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2477.6070444302686\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2477.606758023231\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2477.606747662734\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2477.6067476893863\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2477.606747662734\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13480.017178943035\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 86226934941.84076\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6025.728866033744\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 21385.694795611093\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3198.4502253785254\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2484.360119113958\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2484.0070558958296\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2479.4768035356897\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2479.463393163249\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2479.442912586788\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2479.242200772329\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2479.1181571329735\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2479.072732434259\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2479.064872806737\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2479.062744874629\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2479.0625990761764\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2479.0625738274107\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2479.0625738549406\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2479.0625738274107\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13593.485547021388\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 86382331014.84659\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5588.128784518793\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 24418.350638228323\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3201.495076395871\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2485.8411917124076\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2484.9879950588256\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2480.8540173856845\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2480.7846595402398\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2480.7600456702903\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2480.5634127438043\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2480.485727570759\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2480.439954257457\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2480.433846657788\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2480.4327200472417\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2480.4326223405315\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2480.432621597005\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2480.432621597005\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13610.69992301117\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85529490843.25308\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5700.71119435627\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 23639.70305992001\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3202.4824502183433\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2486.938719776945\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2486.090388343384\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2481.9603930699\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2481.915388147734\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2481.8556779339333\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2481.714810583655\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2481.606623795766\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2481.5597997233967\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2481.545839773752\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2481.5445413690495\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2481.5442376271317\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2481.5442346000486\n", "Iteration: 18, Func. Count: 160, Neg. LLF: 2481.5442346267337\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2481.5442346000486\n", " Iterations: 18\n", " Function evaluations: 160\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13641.903557862574\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 84685065461.97522\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5840.225551873974\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 22709.86150365374\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3203.264539194501\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2488.144608289426\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2487.552645263126\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2483.169531756839\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2483.1636416087745\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2483.1530031483103\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2483.0257895765267\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2483.054958946262\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2482.7864464124295\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2482.7626203529876\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2482.760681701146\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2482.759191356078\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2482.75918255972\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2482.75917885984\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2482.7591788863992\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2482.75917885984\n", " Iterations: 19\n", " Function evaluations: 171\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13562.058027277788\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 84885550990.0271\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6383.005896056509\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 19674.266048161375\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3205.862955121593\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2489.8256229449107\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2490.1939485769453\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2484.989923285876\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2484.968985773323\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2484.786370718711\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2484.6401025473488\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2484.584613674856\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2484.582907484765\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2484.581059976168\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2484.5810249463084\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2484.580995969639\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 2484.5809959959306\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2484.580995969639\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13597.55752301817\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85181591297.72917\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6145.967447846805\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 20957.51072983932\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3207.8406529454664\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2490.8701328301577\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2491.013635138528\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2486.0454463196065\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2486.016013614625\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2486.013134396021\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2485.7907178405158\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2485.6785715750966\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2485.6445701753564\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2485.633925428375\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2485.633209645549\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2485.6330167152273\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2485.6330152827495\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2485.633015309916\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2485.6330152827495\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13593.541464091679\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85593142283.88419\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5909.079580861026\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 22295.965006754464\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3211.794607506738\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2492.9598417821926\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2492.5310392842375\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2488.1223194433833\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2488.043448578774\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2488.1815890992316\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2487.826410530982\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2487.7467480810583\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2487.714083441543\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2487.709818648207\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2487.7087771257866\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2487.7087037019883\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2487.708702862225\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2487.708702862225\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13614.69976765008\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85037219705.68365\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6051.008155112527\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 21493.401155422758\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3213.731306724995\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2493.8976577565813\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2493.2754153819997\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2489.1778867501334\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2489.0858634421447\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2489.189974723343\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2488.878907248101\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2488.800396927265\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2488.7629388979867\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2488.759024695039\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2488.75772495457\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2488.7576371445216\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2488.757635528527\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2488.75763555554\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2488.757635528527\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13636.7089683152\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 41395392450.9841\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6196.72803263664\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 20744.016084427152\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3215.0857713930654\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2495.044954415755\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2495.244271710244\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2490.3172587264116\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2490.2449161576715\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2490.3823473520542\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2490.0152457222193\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2489.9358901697005\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2489.910134161894\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2489.9048344145954\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2489.9041472514828\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2489.9040532912168\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2489.9040533183897\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2489.9040532912168\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13549.926579565645\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85099066587.14319\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6968.844746672381\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 17429.541795122215\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3216.9769935310405\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2496.6038381387884\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2498.972100411298\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2492.02202414516\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2491.9577616598226\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2491.788059401443\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2491.6232941807484\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2491.6149225464474\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2491.6142426650194\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2491.6131414250012\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2491.6131326799027\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2491.613127187941\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 2491.6131272149705\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2491.613127187941\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13517.657534256003\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 37849251414.74821\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6992.0965638356665\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 17429.75996459397\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3218.9061535611772\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2497.5832638101847\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2500.9246567387972\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2493.048837745088\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2492.995582690943\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2492.957491807273\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2492.664189684091\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2492.6487974370784\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2492.6477972981947\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2492.645903663288\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2492.645857252265\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2492.64582821179\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 2492.645828238966\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2492.64582821179\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13584.240813600481\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 84859390957.47197\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6523.675422602235\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 19213.141641132395\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3221.507669659267\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2499.353988691196\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2501.582653845901\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2494.7573219967326\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2494.6847427600483\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2496.046076915281\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2494.4727031992693\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2494.379756947525\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2494.3690570727194\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2494.3592240272646\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2494.3589523778537\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2494.358811444691\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2494.3588114735912\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2494.358811444691\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13318.522183592879\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85883354052.09239\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8158.0237137686745\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14030.355937961056\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3224.10019022952\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2501.1922824700105\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2503.404818990086\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2496.4250075811547\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2496.3064926287398\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2498.7696370153258\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2496.140550886823\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2496.0535223588017\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2496.0541162136033\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2496.0473792351477\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2496.04729570583\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2496.0472935366342\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2496.047293563963\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2496.0472935366342\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13286.91019672284\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85567846917.26108\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8062.291030078523\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14333.550852786037\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3225.8004273027827\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2502.130028985321\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2505.6589096136213\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2497.447416299299\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2497.34403913843\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2499.789590315113\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2497.1521389922787\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2497.07718545948\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2497.076257814511\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2497.06691895745\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2497.0668430567703\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2497.066843084249\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2497.0668430567703\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13222.063485622166\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85450350846.17584\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8564.557074604345\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13300.587209620597\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3228.6368715592243\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2503.437118081022\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2506.575042065674\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2498.5817033311046\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2498.4584899142965\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2500.815515469425\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2498.2845343456293\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2498.2200416772016\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2498.21924802714\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2498.2136082057555\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2498.2136082356233\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2498.2136082057555\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13121.582842452282\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 86329312631.75186\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8315.534554261543\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13770.62790000148\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3229.4925433738827\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2505.3458456401363\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2508.7222151454152\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2500.548221312086\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2500.4413862294405\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2502.7940708285\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2500.242863609532\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2500.1829209148964\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2500.1821603981707\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2500.174923244622\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2500.1749136198623\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2500.1749122010524\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2500.1749122291503\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2500.1749122010524\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12704.44108441114\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 55589284111.65126\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10466.503711939662\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10480.31279214439\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3234.9870096352743\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2508.3294307931064\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2541.186058074736\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2502.500010194186\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2502.3562353736556\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2502.3036943429956\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2502.2562938882875\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2502.244969329196\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2502.244569983609\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2502.244496561607\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2502.2444876598443\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 2502.244487685548\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2502.2444876598443\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12589.825876893026\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 87611786508.57755\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10380.875626288047\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10632.320860033971\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3236.210075331962\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2509.204668795657\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2538.894989610749\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2503.5346645675168\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2503.3886581560087\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2503.3369214561144\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2503.290806501037\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2503.2831675739353\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2503.282941032126\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2503.2828651197997\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2503.2828620956057\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 2503.2828621219737\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2503.2828620956057\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12621.692761074299\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 87931768605.47649\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10069.625018900051\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10995.22803318013\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3239.2153039607106\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2510.6818924338404\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2527.164114742585\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2505.165627370743\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2505.0332277425314\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2504.9723832979234\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2504.903659889893\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2504.9004088730844\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2504.8999086952545\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2504.8998984633386\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2504.8998880577847\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 2504.899888085057\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2504.8998880577847\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12530.890515205772\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 51994451352.00284\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10063.570240857909\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11059.851404815934\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3240.3444181341392\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2511.649551364053\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2526.234234723987\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2506.201323230269\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2506.0690685070786\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2506.0080386779355\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2505.936902990934\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2505.933080926061\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2505.9325088262003\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2505.932502886383\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2505.932500429525\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 2505.9325004555085\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2505.932500429525\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12431.471556331342\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 87241196035.84378\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10812.844069796285\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10286.3195231126\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3253.913668950956\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2513.135513093723\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2557.9800076534225\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2509.4578008179615\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2507.48750263627\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2507.3488245054905\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2507.272494695202\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2513.241009960373\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2507.0979497143326\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2507.028482880605\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2507.0147518845274\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2507.013452945992\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2507.013417380697\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2507.0134174079612\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2507.013417380697\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12463.504033850926\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 84502928534.48898\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10481.85601654154\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10634.940687755374\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3243.6629762996345\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2514.2112769435207\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2547.5336704308866\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2508.5635081895807\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2508.4117451595594\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2508.360588432487\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2508.317838183379\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2508.3079507153584\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2508.3077043296107\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2508.307613180439\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2508.307610012407\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 2508.3076100384706\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2508.307610012407\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14265.817764707695\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 80109729104.94545\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3111.9292553568757\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4046.3159518590724\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 5095.466581767705\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2555.3154087977227\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2549.1840453833593\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2547.421319357595\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2517.985106260397\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2517.9599245218533\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2517.9167138121097\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2517.916531111396\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2517.9153401379604\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2517.9152514559223\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2517.9151919835153\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2517.9151806797036\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2517.9151783390707\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2517.9151783397338\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2517.9151783390707\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14295.503077634814\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 90431118913.15076\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3084.683369804671\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3534.0989351417093\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 6774.428144281923\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2536.2798250948435\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2552.6004428273745\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2534.5141726071993\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2519.8682593892468\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2519.843096772986\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2519.7999143796324\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2519.801259829279\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2519.798555473265\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2519.7984365828734\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2519.798399974601\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2519.798379661805\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2519.798376498581\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2519.798376500229\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2519.798376498581\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14206.684662836353\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85920322287.3873\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3136.9178170023893\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4542.409632553557\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4562.995341829954\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2558.907354001808\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2553.075957956391\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2536.1759374857147\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2521.6263244567444\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2521.600048704313\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2523.8006885116756\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2521.560115142024\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2521.5572822206636\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2521.5571625856646\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2521.557156453555\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2521.557156453231\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2521.557156453555\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14198.589820277217\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 88443945985.17555\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3135.53124897225\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4796.274210829728\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 5104.098001849809\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2559.709801224251\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2554.3011341054626\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2537.8271831878164\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2522.9710185079184\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2522.959695685828\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2522.922858469986\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2522.895423708932\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2522.8950478219667\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2522.8947574443782\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2522.8947224256294\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2522.894705937144\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2522.894696444895\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2522.894692110347\n", "Iteration: 19, Func. Count: 168, Neg. LLF: 2522.894692111233\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2522.894692110347\n", " Iterations: 19\n", " Function evaluations: 168\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14193.355036427532\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 92090526586.19978\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3133.0283862970114\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4972.620982697326\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 5108.161791485381\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2561.213205795369\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2555.1947928900017\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2540.5734797288706\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2524.304596871203\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2524.2605733960727\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2524.967320802773\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2524.2356395269517\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2524.2335550434527\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2524.23343441618\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2524.233407354762\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2524.2334002147513\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2524.233399351834\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2524.233399351834\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14179.515388032054\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 92916259654.10526\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3124.0086391434133\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4995.217335052302\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 5128.716907845569\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2562.1480782362114\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2556.608567690675\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2543.0817077171996\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2525.548992112218\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2525.4814425960985\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2525.4769683129975\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2525.472592302146\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2525.4719597021576\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2525.4718832457693\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2525.471858514534\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2525.4718558683944\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 2525.47185587022\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2525.4718558683944\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14166.368219930471\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77867616014.29112\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3118.5706728274236\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 5042.187945964521\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 5103.426095585444\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2563.6931045844176\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2557.5983013915816\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2544.6977982832723\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2526.8623212061607\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2526.803420956552\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2526.9404949696377\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2526.790453731323\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2526.7890346455215\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2526.7888974157004\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2526.7888649226825\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2526.7888563039705\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2526.7888554386495\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2526.7888554386495\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14153.714358667616\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 93265923038.76306\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3110.1448481213347\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4938.596111690077\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 5297.530523738271\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2551.9520177690233\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2559.207894650371\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2541.6714982627523\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2528.0555271873127\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2527.9833846781976\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2527.9753182127242\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2527.9743716825146\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2527.9736467680636\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2527.9735946184605\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2527.9735796927002\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2527.9735762717155\n", "Iteration: 17, Func. Count: 152, Neg. LLF: 2527.9735762727214\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2527.9735762717155\n", " Iterations: 17\n", " Function evaluations: 152\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14141.957734521679\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 94221456432.96997\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3098.3891723467905\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4650.153881514208\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 5947.437118315607\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2545.774191108917\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2561.211362661524\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2541.893547383618\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2529.656902107954\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2529.6180551850807\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2529.5768873525576\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2529.5751416135863\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2529.573993711663\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2529.573702582509\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2529.573579096766\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2529.573573639675\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2529.573572920255\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2529.573572920255\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14132.542231806696\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 67743774449.88694\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3081.5160413768067\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3602.063077036081\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 9727.505422501465\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2541.451829181247\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2571.8450094171694\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2539.0865572284038\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2532.1270948884194\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2532.106024214826\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2532.056975716946\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2532.048979243161\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2532.0479038084695\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2532.047826767029\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2532.0478234635466\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2532.0478234636466\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2532.0478234635466\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14087.901450211692\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 57411285934.451126\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3076.113325608798\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3379.3480991650995\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 12127.030553485482\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2541.456880624023\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2582.3008662715074\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2533.7421701010926\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2533.3615227890773\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2533.3690436134193\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2533.3460495303807\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2536.630801065483\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2533.2802893675425\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2533.223877283971\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2533.0896127618034\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2533.0114898045786\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2532.9930271508406\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2532.992749049901\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2532.9926015494652\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2532.992600967901\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2532.992600967901\n", " Iterations: 20\n", " Function evaluations: 182\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14138.221539258713\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 55440436019.08914\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3080.998264604656\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3319.294358932574\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 14173.003361163836\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2543.5469297177533\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2585.920010673633\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2535.762430006664\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2535.3646058526756\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2535.1488452497915\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2535.1384105243233\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2535.038687473362\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2535.0277977883543\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2535.026746859856\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2535.0260437430516\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2535.026008050852\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2535.0260016280886\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2535.0260016538723\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2535.0260016280886\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14168.373476010991\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 87923960234.14456\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3096.9966206410536\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3341.776305135745\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 6547.482429415303\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2545.4520348749274\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2600.3899270439056\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2537.9536459879723\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2537.8201864686325\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2538.074374327103\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2537.57740359297\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2537.5591196749733\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2537.558933468861\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2537.558914937\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2537.5589113828337\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2537.558911408886\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2537.5589113828337\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14413.766906442543\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 93449949360.63284\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3113.1552199146427\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3421.2194617091654\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 7335.448928209735\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2546.214380237624\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2596.410132031624\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2539.361085136863\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2539.201458081079\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2538.9584054303114\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2538.946700073332\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2538.9415495555077\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2538.9398754628323\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2538.9397503270548\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2538.939541203777\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2538.9395358700067\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2538.939535031384\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2538.939535031384\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14343.598380016076\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 94437261725.2952\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3138.442181840895\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3905.97305290279\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 9115.381858454484\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2547.6912883342807\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2588.6304537044452\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2540.889342641499\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2540.6781699840485\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2540.638911288932\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2540.4882671465457\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2542.735945960836\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2540.319755455287\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2540.292138718818\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2540.2876590325504\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2540.287337540881\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2540.287324418354\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2540.2873217746146\n", "Iteration: 19, Func. Count: 170, Neg. LLF: 2540.2873218006116\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2540.2873217746146\n", " Iterations: 19\n", " Function evaluations: 170\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14282.099064896334\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 64290780672.08609\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3184.0680025245865\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 4894.179569609718\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 5773.7911395871615\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2552.4421491027497\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2574.6302299824665\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2544.611624224043\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2542.0870912785185\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2542.1062650444974\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2542.050102567093\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2542.001401141394\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2542.001049523916\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2542.0004500034574\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2542.0003870191476\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2542.0003631138425\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2542.0003596408415\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2542.00035964244\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2542.0003596408415\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14178.144236409415\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 94857524624.91766\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3253.427911631222\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 7398.128093804539\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4090.8369805495877\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2573.1038600449283\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2573.907412242573\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2566.278049091814\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2543.2681173329947\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2543.2259220174938\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2544.1286508164408\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2543.2053166643777\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2543.2044152914737\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2543.2043387815265\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2543.2043293714396\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2543.20432645642\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2543.2043264580716\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2543.20432645642\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14101.035064785987\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 95647851215.16286\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3280.3832966330556\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 8056.407487353618\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3813.8412008270943\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2576.5449164418415\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2575.1287340039535\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2573.886203727405\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2544.479813738369\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2544.446779716353\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2544.6309854920687\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2544.4068866369353\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2544.406313058624\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2544.4062368158047\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2544.406232539496\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2544.4062314114162\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2544.4062314118037\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2544.4062314114162\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14009.693751304196\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 43819195836.9371\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3368.888868832382\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9745.567101145492\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3392.1638462000283\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2559.540498308552\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2575.4767480493715\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2553.942966000799\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2545.609278013998\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2545.560008448008\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2545.553942417968\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2545.5532617308154\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2545.552534656763\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2545.552518883479\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2545.5525174067275\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2545.5525174066383\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2545.5525174067275\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14073.881480691365\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 94811522243.7536\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3258.199274810737\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 7904.282410335459\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3931.520200867041\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2566.5135505376315\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2578.29914087222\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2576.659156123856\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2547.366203668419\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2547.326793819623\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2548.406765739091\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2547.303008258301\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2547.302395629598\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2547.302334867251\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2547.3023301707294\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2547.3023284842966\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2547.3023284855444\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2547.3023284842966\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14166.997676097166\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 94411254169.80408\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3126.5579100916457\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 3767.1840171195745\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 11547.466484011607\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2556.0679644369966\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2602.9264125048444\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2548.989398301703\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2548.947041029048\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2548.6376606863814\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2548.6119019552025\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2548.605292969172\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2548.605123680157\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2548.6042917099617\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2548.604257189939\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2548.604253906581\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2548.604253181969\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2548.604253181969\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14097.662956668295\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 50196440797.82097\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3173.8982740220554\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 5139.506494334488\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 5475.483777167901\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2557.3573759490328\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2593.9616910040722\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2550.8081204370983\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2550.0980814059994\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2550.0808301563447\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2550.0505289210814\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2550.0383340656354\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2550.015135968588\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2550.011349801039\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2550.0069341267067\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2550.0064744625142\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2550.0063894355017\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2550.0063810455786\n", "Iteration: 19, Func. Count: 170, Neg. LLF: 2550.006380113368\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2550.006380113368\n", " Iterations: 19\n", " Function evaluations: 170\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14057.567311085062\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 95817555393.74078\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3192.3505348889576\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 5904.516994598178\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4820.383399115364\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2559.544646137322\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2588.8816113358353\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2577.7684697885024\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2551.145267710197\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2551.1146433970234\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2551.0701919538214\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2551.0675943704796\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2551.066801035247\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2551.0665873859884\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2551.0665238797883\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2551.0664910908763\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2551.066486798808\n", "Iteration: 18, Func. Count: 160, Neg. LLF: 2551.066486800589\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2551.066486798808\n", " Iterations: 18\n", " Function evaluations: 160\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14007.078099622719\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 96329158213.55634\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3229.9051339866774\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 7884.924571898171\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4026.7306179176358\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2562.613361236618\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2587.521430498268\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2581.271882898176\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2552.172406455088\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2552.144977593224\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2552.097629800649\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2552.0952053411247\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2552.0946295747135\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2552.0944613464562\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2552.0944177141996\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2552.094399456014\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2552.0943979173244\n", "Iteration: 18, Func. Count: 160, Neg. LLF: 2552.0943979178596\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2552.0943979173244\n", " Iterations: 18\n", " Function evaluations: 160\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 14074.49574070879\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 95456523756.65994\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3255.684236728028\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 8001.009904403069\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3901.9693880403943\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2568.3568130295334\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2586.1072167592274\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2583.1333520076105\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2554.5728940726003\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2554.52178157486\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2555.472973072905\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2554.4956491769394\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2554.4951066113344\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2554.4950424102326\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2554.495034311103\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2554.4950318559145\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2554.495031857104\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2554.4950318559145\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9535.013098735079\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 94492262246.79773\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3357.434523901429\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9398.34178586166\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3408.3828290213996\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2593.9528015670976\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2586.763395191221\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2594.9049805119425\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2556.3752055443115\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2556.3290516556135\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2556.2859637117513\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2556.2839377831733\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2556.28229108856\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2556.28195441807\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2556.2817526407807\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2556.281711780527\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2556.281707614161\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2556.281707615358\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2556.281707614161\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9673.811218722107\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 87878715749.49785\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9069.939530904965\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 11747.862589888544\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3198.31372398463\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2593.7347786341643\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2603.151547249144\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2570.475105870305\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2568.771732664273\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2568.1545898681493\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 2567.8414179607726\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2567.8406541367676\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2567.718079814656\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2567.7034215497415\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2567.692472357995\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2567.688694447365\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2567.6880851925434\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2567.6879997184315\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2567.6879918416516\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2567.6879909218674\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2567.6879909218674\n", " Iterations: 20\n", " Function evaluations: 182\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9695.252194918197\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78513698821.08766\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11968.449582304387\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 9273.031560388637\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3200.159201153981\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2596.132526328395\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2608.749557652478\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2573.732268547249\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2570.7228550774753\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2570.245851623184\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 2569.90791274771\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 2577.026935783087\n", "Iteration: 13, Func. Count: 128, Neg. LLF: 2569.772060189697\n", "Iteration: 14, Func. Count: 136, Neg. LLF: 2569.6778189243196\n", "Iteration: 15, Func. Count: 144, Neg. LLF: 2569.6726415962503\n", "Iteration: 16, Func. Count: 152, Neg. LLF: 2569.6660639433558\n", "Iteration: 17, Func. Count: 160, Neg. LLF: 2569.6644012941997\n", "Iteration: 18, Func. Count: 168, Neg. LLF: 2569.6626606019577\n", "Iteration: 19, Func. Count: 176, Neg. LLF: 2569.6625824878897\n", "Iteration: 20, Func. Count: 184, Neg. LLF: 2569.6625792285477\n", "Iteration: 21, Func. Count: 191, Neg. LLF: 2569.6625792286195\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2569.6625792285477\n", " Iterations: 21\n", " Function evaluations: 191\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9692.319560959197\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 88757996717.76694\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12051.565993228378\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 9247.143833805418\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3203.3609940884126\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2597.8309488365635\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2613.575319550204\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2578.897734303084\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2571.8274200644587\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2571.5913961614287\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 2571.305795357277\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2576.722108909682\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2571.2444473433525\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2571.236074784251\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2571.2353090420993\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2571.2350176476675\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2571.2349611915793\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2571.2349547824197\n", "Iteration: 19, Func. Count: 173, Neg. LLF: 2571.234954783082\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2571.2349547824197\n", " Iterations: 19\n", " Function evaluations: 173\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9678.555293707734\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 91856939976.32239\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12237.717802253588\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 9134.2626030465\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3217.236305170765\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2594.132205527071\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2616.8020551159807\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2580.2108166599905\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2573.912984881217\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2574.143196056103\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2574.000092783057\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2573.771826623469\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2573.8570754050743\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2573.71826295432\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2573.717641432444\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2573.717608954469\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2573.7175953323494\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 2573.717595332779\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2573.7175953323494\n", " Iterations: 18\n", " Function evaluations: 165\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9679.560545197537\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 84442794273.85712\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12591.809891702684\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8968.708707479884\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3224.1325987561127\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2596.1216512683923\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2629.057604974846\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2581.198910281618\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2575.466008713791\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2575.433439175559\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2575.426629565683\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2575.333745419107\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2575.4845008094717\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2575.2392156972373\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2575.2353753191856\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2575.234766350455\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2575.234606449604\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 2575.2346059798942\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2575.2346059798942\n", " Iterations: 18\n", " Function evaluations: 165\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9684.872631488586\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74042339882.93826\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12551.89389552479\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8998.623304345192\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3225.0560699991033\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2598.5253386666636\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2616.6059219166673\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2581.5459331848924\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2576.9719187200913\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2577.1614941366333\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2576.8859709928297\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2576.8618337993057\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2576.833736696071\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2576.708177081445\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2576.711676806927\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2576.70461612714\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2576.7041430629033\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 2576.704115166322\n", "Iteration: 19, Func. Count: 173, Neg. LLF: 2576.7041126119184\n", "Iteration: 20, Func. Count: 180, Neg. LLF: 2576.7041126122567\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2576.7041126119184\n", " Iterations: 20\n", " Function evaluations: 180\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9725.16747416956\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 88173158995.92282\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12744.732286131224\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8907.587908072528\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 3237.604721904142\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2598.8216141892763\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2625.34232597748\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2584.4911023091104\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2580.623668496237\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2580.686603507078\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 2580.6120531970037\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 2580.516848094019\n", "Iteration: 13, Func. Count: 127, Neg. LLF: 2580.2866108442727\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 2580.3023153027425\n", "Iteration: 15, Func. Count: 144, Neg. LLF: 2580.2642128986936\n", "Iteration: 16, Func. Count: 152, Neg. LLF: 2580.263870124072\n", "Iteration: 17, Func. Count: 160, Neg. LLF: 2580.263786597583\n", "Iteration: 18, Func. Count: 168, Neg. LLF: 2580.2636954094687\n", "Iteration: 19, Func. Count: 176, Neg. LLF: 2580.263690081436\n", "Iteration: 20, Func. Count: 183, Neg. LLF: 2580.2636900820153\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2580.263690081436\n", " Iterations: 20\n", " Function evaluations: 183\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9736.001979923283\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 88533258694.32034\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14815.808435995916\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8041.743840239789\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3245.2832152426254\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2605.133210915883\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2637.585404718758\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2586.0749560836402\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2582.3792402555296\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2582.336612376423\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2582.2405608299596\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2582.1513588275984\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2584.1133245124474\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2582.078645686812\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2582.026882158786\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2582.0028228246556\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2581.9993196757723\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2581.9992923301825\n", "Iteration: 19, Func. Count: 175, Neg. LLF: 2581.9992324523128\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2581.999232470055\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2581.9992324523128\n", " Iterations: 20\n", " Function evaluations: 182\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9723.571876692647\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 90780538641.99062\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14437.268880366635\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8193.602297870322\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3249.201670050764\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2603.4860547834687\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2640.442038774453\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2587.114619140739\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2584.111329924207\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2584.0451656662044\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2583.9116387900867\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2583.8487282481437\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2583.7822304565007\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2583.6992584638137\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2583.687258621533\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2583.674887335719\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2583.6746301428557\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2583.673689594202\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2583.6736739092144\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2583.673667377905\n", "Iteration: 21, Func. Count: 189, Neg. LLF: 2583.6736673946184\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2583.673667377905\n", " Iterations: 21\n", " Function evaluations: 189\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9744.17541539132\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 88923232126.64749\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14901.659865348689\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8029.410116051284\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3249.9525486119364\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2606.6438623619547\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2641.2956744674793\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2588.257053646314\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2585.941617382661\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2585.805089437611\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2585.667739510561\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2585.591140056351\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2585.5635008146437\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2585.825695612929\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2585.4391468210824\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2585.4282254764275\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2585.414516069228\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2585.4141188618414\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2585.4137481982307\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2585.4137460521315\n", "Iteration: 21, Func. Count: 189, Neg. LLF: 2585.4137460682714\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2585.4137460521315\n", " Iterations: 21\n", " Function evaluations: 189\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9744.117879847374\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61359700941.24283\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15270.075918856044\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7907.146248419813\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3253.0199775132783\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2605.842856821907\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2643.5795308487454\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2589.5694049947815\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2587.639748096065\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2587.473486622406\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2587.34126548899\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2587.2675381218755\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2587.23530656174\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2587.4681163265873\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2587.117777678938\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2587.0998650993397\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2587.0969660028973\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2587.092453930572\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2587.0924187609066\n", "Iteration: 20, Func. Count: 183, Neg. LLF: 2587.092329680461\n", "Iteration: 21, Func. Count: 190, Neg. LLF: 2587.0923296961673\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2587.092329680461\n", " Iterations: 21\n", " Function evaluations: 190\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9775.953337749965\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 87006705854.02222\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16154.116286711847\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7638.484792948616\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3253.2972547563013\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2608.743623878832\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2645.3303890534085\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2591.4113306015133\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2589.8088327490013\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2589.5790689255346\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2589.454530190944\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2589.368119369134\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2589.438036146342\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2589.250905750965\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2589.2091108084596\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2589.2076244138525\n", "Iteration: 17, Func. Count: 159, Neg. LLF: 2589.2033556133706\n", "Iteration: 18, Func. Count: 167, Neg. LLF: 2589.202794996915\n", "Iteration: 19, Func. Count: 175, Neg. LLF: 2589.202739379579\n", "Iteration: 20, Func. Count: 183, Neg. LLF: 2589.202725461837\n", "Iteration: 21, Func. Count: 190, Neg. LLF: 2589.202725477867\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2589.202725461837\n", " Iterations: 21\n", " Function evaluations: 190\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9780.259688719776\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 86929373792.39052\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16073.462327921843\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7682.968117044158\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3255.799837125727\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2608.370288900137\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2647.501475835773\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2592.562396207655\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2591.37180186349\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2591.1193035897004\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2591.012574122419\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2590.9213411743935\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2591.359911928\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2590.8320131628902\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2590.7655294190326\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2590.7649782607687\n", "Iteration: 17, Func. Count: 159, Neg. LLF: 2590.762058594074\n", "Iteration: 18, Func. Count: 167, Neg. LLF: 2590.7618845855186\n", "Iteration: 19, Func. Count: 175, Neg. LLF: 2590.76184347598\n", "Iteration: 20, Func. Count: 183, Neg. LLF: 2590.7618395233008\n", "Iteration: 21, Func. Count: 190, Neg. LLF: 2590.761839540493\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2590.7618395233008\n", " Iterations: 21\n", " Function evaluations: 190\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9781.395548366658\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 63747624657.317856\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15854.761347288444\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7758.288935019137\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3257.940530344924\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2598.65001852067\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2625.5029562616505\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2595.1841557514363\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2592.744109127181\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2592.7322694602017\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2592.267254733305\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2592.224514720054\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2592.2474028611896\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2592.158925437425\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2592.1445060618366\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2592.1401317156296\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2592.1377509982335\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 2592.137176710886\n", "Iteration: 19, Func. Count: 173, Neg. LLF: 2592.1371164034235\n", "Iteration: 20, Func. Count: 181, Neg. LLF: 2592.1371144028\n", "Iteration: 21, Func. Count: 188, Neg. LLF: 2592.137114402706\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2592.1371144028\n", " Iterations: 21\n", " Function evaluations: 188\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9791.141996050983\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 71344976843.32843\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15791.533493645771\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7786.1342748957495\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3259.6926940488256\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2607.977893478157\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2628.9599503391046\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2595.728353921381\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2594.0219660205557\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2593.892439595201\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2594.0661585460666\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2593.784022590694\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2593.9614758859634\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2593.652481166697\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2593.6505646077394\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2593.648484063108\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2593.648281117653\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 2593.64825458236\n", "Iteration: 19, Func. Count: 173, Neg. LLF: 2593.6482539361377\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2593.6482539361377\n", " Iterations: 19\n", " Function evaluations: 173\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9789.722912002086\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 88320419945.50014\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15639.638184797695\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7838.566921714076\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3263.6764062704265\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2613.5956859793923\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2652.868882997139\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2597.9052466941857\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2596.8919407377234\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2596.65714948982\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2596.5565116843572\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2596.4635044570223\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2597.0350203737135\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2596.3750913150516\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2596.302945521842\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2596.2992253505668\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2596.2987634090164\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2596.298104871764\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2596.2980782540353\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2596.298043646425\n", "Iteration: 21, Func. Count: 189, Neg. LLF: 2596.2980436640414\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2596.298043646425\n", " Iterations: 21\n", " Function evaluations: 189\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9778.329785970649\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 90488682756.80096\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16213.055690138084\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7688.881549952892\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3268.242329648632\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2613.261018026561\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2654.5865195563365\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2599.3085710314426\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2598.4231232233633\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2598.1996914759266\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2598.1128356188547\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2598.0129387053876\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2598.8795315614307\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2597.9278860810227\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2597.861790819822\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2597.8545400368293\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2597.84533767175\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2597.845274836046\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2597.8452287785385\n", "Iteration: 20, Func. Count: 181, Neg. LLF: 2597.845228793804\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2597.8452287785385\n", " Iterations: 20\n", " Function evaluations: 181\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9790.483353878139\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 89580260974.91006\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16336.760759844794\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7664.591022882118\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3269.637280220488\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2610.1799739037556\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2635.68441380887\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2601.4691990031843\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2599.6542227932505\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2599.567625347224\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2599.5554649966725\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2599.3934973688674\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2599.407333807463\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2599.3477385212145\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2599.343388257345\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2599.3428204766906\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2599.3427780481206\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2599.3427708109475\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2599.342769525681\n", "Iteration: 20, Func. Count: 179, Neg. LLF: 2599.3427695261203\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2599.342769525681\n", " Iterations: 20\n", " Function evaluations: 179\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9788.377448519008\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 90826604798.21933\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16107.602798661144\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7740.391708785401\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3272.7936911510387\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2611.457708077894\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2637.197355273298\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2603.103635156852\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2601.370225886495\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2601.283626790352\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2601.2654180920617\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2601.2079786857935\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2628.882188298906\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2601.06343392864\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2601.0629571109266\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2601.0628268649716\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2601.0628026176605\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2601.06279272329\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2601.0627927243254\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2601.06279272329\n", " Iterations: 19\n", " Function evaluations: 171\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9790.12504703668\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 91251084242.17035\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16208.293106418963\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7727.445946557425\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3275.387733443189\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2612.1162663450104\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2637.6635704562977\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2604.255695576599\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2602.711271209304\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2602.6036848893345\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2602.5958193318784\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2602.522938565117\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2604.8313448247545\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2602.43636011348\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2602.3883547988216\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2602.3796126371544\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2602.376234083171\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2602.3760116105996\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2602.375990092683\n", "Iteration: 20, Func. Count: 180, Neg. LLF: 2602.3759894403374\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2602.3759894403374\n", " Iterations: 20\n", " Function evaluations: 180\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9807.12137155484\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 89789368541.00514\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16435.150419141304\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7673.330114417909\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3278.2036090683523\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2613.905094364102\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2639.7187701260923\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2606.1449186359955\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2604.5796090139293\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2604.4670131763487\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2604.457642798617\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2604.371817959868\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2605.972917652642\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2604.3010647783235\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2604.2573759301013\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2604.2444243024393\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2604.2382664027186\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2604.237493375889\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2604.237394250048\n", "Iteration: 20, Func. Count: 180, Neg. LLF: 2604.237386887078\n", "Iteration: 21, Func. Count: 187, Neg. LLF: 2604.237386886882\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2604.237386887078\n", " Iterations: 21\n", " Function evaluations: 187\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9807.796091887842\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 90488987466.38637\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16150.732244015133\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7773.738325477712\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3280.8107160678283\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2606.1433634909386\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2636.3541469356246\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2605.7670902241466\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2605.6938934480368\n", "Iteration: 10, Func. Count: 96, Neg. LLF: 2605.67969318832\n", "Iteration: 11, Func. Count: 104, Neg. LLF: 2605.677637623192\n", "Iteration: 12, Func. Count: 112, Neg. LLF: 2605.6772690573616\n", "Iteration: 13, Func. Count: 120, Neg. LLF: 2605.6772510725477\n", "Iteration: 14, Func. Count: 127, Neg. LLF: 2605.677251071608\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2605.6772510725477\n", " Iterations: 14\n", " Function evaluations: 127\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9803.266581034573\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 92047277495.76001\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16388.572909066548\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7713.850804813959\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3283.6435456721692\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2615.5412643067\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2642.6325548271443\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2609.198540559967\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2607.7153049462895\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2607.614340142419\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2607.591567067572\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2607.4307647382307\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2607.7393652776514\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2607.3938069486194\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2607.3885192116595\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2607.3879833050632\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2607.387668255166\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2607.3876601509573\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2607.387658836016\n", "Iteration: 20, Func. Count: 179, Neg. LLF: 2607.3876588360067\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2607.387658836016\n", " Iterations: 20\n", " Function evaluations: 179\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9794.925981671375\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 94868790046.5078\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17549.48943285655\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7397.037902928818\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3286.761810474593\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2619.804870341588\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2645.838649504398\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2611.993092249643\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2610.299200417988\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2610.157970856171\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2610.109674271395\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2609.951780977166\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2609.9400959648756\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2609.9376796885745\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2609.935395191792\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2609.9353111706187\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2609.935286611163\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2609.9352761818777\n", "Iteration: 19, Func. Count: 170, Neg. LLF: 2609.9352761977543\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2609.9352761818777\n", " Iterations: 19\n", " Function evaluations: 170\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9808.18676453461\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 67449764522.4702\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18548.504854685743\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7187.899873950115\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3288.2866525526315\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2618.782833947522\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2647.6677964789124\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2613.4218879703926\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2611.653261308638\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2611.546491918094\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2611.5369366882824\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2611.4249510212653\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2611.3624617979904\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2611.314784389255\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2611.3124294677455\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2611.311361082311\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2611.3113567363453\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2611.3113562767367\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2611.3113562767367\n", " Iterations: 18\n", " Function evaluations: 163\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9816.609900191615\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 93430933030.62827\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18825.09362435771\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7143.9433425645675\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3289.5331097292506\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2621.949666597484\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2647.4306278544623\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2614.4256316438828\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2613.0952788811433\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2612.9575111555478\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2612.914559095758\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2612.759693719071\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2612.75789323134\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2612.6395454041813\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2612.6198555241654\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2612.5961628839614\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2612.5959168949125\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2612.5959128192717\n", "Iteration: 19, Func. Count: 173, Neg. LLF: 2612.5959128359\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2612.5959128192717\n", " Iterations: 19\n", " Function evaluations: 173\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9825.726135701905\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 92857637985.23915\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19048.243607158394\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7113.404313555882\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3290.4572271188695\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2623.635276253419\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2647.902704207084\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2615.5481997044953\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2614.350780767676\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2614.259568941271\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2614.1684269518346\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2614.062247020843\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2614.3810071333883\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2613.957269135513\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2613.885938436452\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2613.8865553057376\n", "Iteration: 17, Func. Count: 159, Neg. LLF: 2613.883689217086\n", "Iteration: 18, Func. Count: 167, Neg. LLF: 2613.8836161298714\n", "Iteration: 19, Func. Count: 175, Neg. LLF: 2613.883602977681\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2613.8836029934064\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2613.883602977681\n", " Iterations: 20\n", " Function evaluations: 182\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9832.128014271708\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 90796788255.74019\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19155.432968122575\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7108.765431977457\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3292.083977664042\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2625.0623251959796\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2648.364480806378\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2616.5745688215397\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2615.5270443684967\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2615.441367775545\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2615.3581108280505\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2615.2828957953952\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2615.545410964676\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2615.2221505162006\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2615.131159368263\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2615.0958139220493\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2615.0881191106237\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2615.0878382581595\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2615.087604709741\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2615.0876092040994\n", "Iteration: 21, Func. Count: 190, Neg. LLF: 2615.087598519608\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2615.0875985049124\n", " Iterations: 21\n", " Function evaluations: 190\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9833.30814504195\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 93378613243.39273\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18824.038273536178\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7190.439000769533\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3294.7043361847145\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2626.382203606712\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2649.6783637880417\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2618.0359062647713\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2617.0136854398734\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2616.9311343926825\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2616.854689265147\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2616.781539952893\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2617.074310644728\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2616.7322013091266\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2616.6414665540233\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2616.594089831173\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2616.5888167710227\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2616.583329658267\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2616.5831688607796\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2616.5829763504853\n", "Iteration: 21, Func. Count: 190, Neg. LLF: 2616.5829749372933\n", "Iteration: 22, Func. Count: 197, Neg. LLF: 2616.58297495464\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2616.5829749372933\n", " Iterations: 22\n", " Function evaluations: 197\n", " Gradient evaluations: 22\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9840.03569067297\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 47135135346.45271\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19369.80706286007\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7098.024101116221\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3297.0909477516107\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2626.303767379495\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2650.6797501314713\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2619.102410684498\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2618.1159208499616\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2617.9681426885054\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2617.9553990271056\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2617.9610215912544\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2617.8935983593774\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2618.108271683872\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 2617.832992045874\n", "Iteration: 16, Func. Count: 151, Neg. LLF: 2617.7439366102635\n", "Iteration: 17, Func. Count: 159, Neg. LLF: 2617.737718474119\n", "Iteration: 18, Func. Count: 167, Neg. LLF: 2617.735675921541\n", "Iteration: 19, Func. Count: 175, Neg. LLF: 2617.7356242260535\n", "Iteration: 20, Func. Count: 183, Neg. LLF: 2617.7355835262015\n", "Iteration: 21, Func. Count: 190, Neg. LLF: 2617.735583543109\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2617.7355835262015\n", " Iterations: 21\n", " Function evaluations: 190\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9841.890664072162\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 93880771085.43373\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19014.96570735414\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7181.477981640917\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3299.3247941610307\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2627.6839234824542\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2652.2430161370157\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2620.6808728390997\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2619.67488779691\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2619.537476004979\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2619.557380117345\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2619.5361285718973\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2619.473459140936\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2619.4095977810744\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2619.318749302838\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2619.3041211952755\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2619.2989273930807\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2619.298152919424\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2619.2981355278707\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2619.2981269240518\n", "Iteration: 21, Func. Count: 189, Neg. LLF: 2619.2981269414604\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2619.2981269240518\n", " Iterations: 21\n", " Function evaluations: 189\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9849.991894102455\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 93585987416.28516\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19875.107248920598\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7030.791248829167\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3301.6063741424814\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2627.5733588728076\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2653.4817762028815\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2621.769007644768\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2620.77492274471\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2620.65093054385\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2620.649383484358\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2620.647888204198\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2620.5061371908914\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2620.513349392563\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2620.4666218108086\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2620.4498727812315\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2620.442146707985\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2620.440740461926\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2620.4405572947426\n", "Iteration: 20, Func. Count: 180, Neg. LLF: 2620.4405497242005\n", "Iteration: 21, Func. Count: 187, Neg. LLF: 2620.440549723594\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2620.4405497242005\n", " Iterations: 21\n", " Function evaluations: 187\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9859.171065251174\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 93005848096.63196\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20174.081484800787\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6998.648856792743\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3303.138942827199\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2628.7586288307466\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2654.1777026231716\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2622.764752434774\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2621.855635794777\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2621.723950963772\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2621.7079796791495\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2621.6899340423033\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2648.2956814698437\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2621.527592052603\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2621.522425168432\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2621.5210545659274\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2621.52077632347\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2621.5205398491976\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2621.520494823805\n", "Iteration: 20, Func. Count: 180, Neg. LLF: 2621.520490135685\n", "Iteration: 21, Func. Count: 187, Neg. LLF: 2621.5204901354173\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2621.520490135685\n", " Iterations: 21\n", " Function evaluations: 187\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9868.680290675431\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 79122593069.24667\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20472.49653447591\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6969.949522250375\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3304.6189247713787\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2629.384504727487\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2655.003290931503\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2623.761624688649\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2622.8886168996696\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2622.7314078829068\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2622.656376123372\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2626.059116174019\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2622.5588486222196\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2622.5494426099913\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2622.549187240754\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2622.5491324398045\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2622.549128438008\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2622.549125022895\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2622.5491250215377\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2622.549125022895\n", " Iterations: 19\n", " Function evaluations: 171\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9874.71407974937\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 64752484594.434525\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19989.653608572946\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7077.723134118959\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3305.839799210662\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2630.3683610985627\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2656.2684275573733\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2625.0748320928606\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2624.200691675861\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2624.048412713065\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2623.986956791438\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2636.855859612596\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2623.872869012469\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2623.867778308907\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2623.867435156706\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2623.867341789145\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2623.867330571077\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2623.867322834357\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2623.867321724494\n", "Iteration: 20, Func. Count: 179, Neg. LLF: 2623.8673217238684\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2623.867321724494\n", " Iterations: 20\n", " Function evaluations: 179\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9885.608146203875\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 91705554821.42914\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 21052.096115595326\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6906.607465186376\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3307.5393070134523\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2630.805136967278\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2657.610035727196\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2626.1704210508306\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2625.297612821434\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2625.1307603082387\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2625.0643029182374\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2626.456253043276\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2624.9536388435745\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2624.953336876597\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2624.9531772730465\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2624.9531238364843\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2624.953105086865\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2624.9531040672073\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2624.9531040671645\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2624.9531040672073\n", " Iterations: 19\n", " Function evaluations: 171\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9177.04591704979\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 87593417491.83823\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20957.749584625588\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6901.2398006603\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3303.1273690968596\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2632.8137391142577\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2660.014632513324\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2627.74345061429\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2626.6322020965717\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2626.339478709178\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2626.328581347902\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2648.6933696171864\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2626.234007383823\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2626.2036107231625\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2626.173897210697\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2626.1668241720354\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2626.164839290448\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2626.1644579693393\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2626.164398353984\n", "Iteration: 20, Func. Count: 180, Neg. LLF: 2626.164395339669\n", "Iteration: 21, Func. Count: 187, Neg. LLF: 2626.1643953391194\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2626.164395339669\n", " Iterations: 21\n", " Function evaluations: 187\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 13385.807880016251\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 88100310334.85645\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19431.178646613593\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7331.238992206872\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3346.346071225246\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2630.5466702485587\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2657.274920217738\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2627.3973266083194\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2627.9782602095356\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2627.2809582497734\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2627.2677609178418\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2627.243370659806\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2627.2432332463386\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2627.2432227404656\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2627.243220438143\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2627.243220438062\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2627.243220438143\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 17452.000155126087\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 50768781720.24328\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19149.238749011278\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7518.571845272655\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3367.5040644728324\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2631.327852386656\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2656.8192681160303\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2629.0179042463747\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2629.28329564871\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2628.9241341009542\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2638.258052581564\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 2628.7888188095512\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2628.9329763296837\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 2628.7179490956933\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 2628.704996698282\n", "Iteration: 16, Func. Count: 151, Neg. LLF: 2628.701316794967\n", "Iteration: 17, Func. Count: 159, Neg. LLF: 2628.699747161755\n", "Iteration: 18, Func. Count: 167, Neg. LLF: 2628.69934617132\n", "Iteration: 19, Func. Count: 175, Neg. LLF: 2628.6993138807456\n", "Iteration: 20, Func. Count: 183, Neg. LLF: 2628.6993129281504\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2628.6993129281504\n", " Iterations: 20\n", " Function evaluations: 183\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 17310.996769111378\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 79590803802.8957\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17476.761278121638\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7972.8673493814185\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3368.2044135636625\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2631.2238025881675\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2657.521246453016\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2630.3311612515217\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2630.624721081893\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2630.233028716523\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2630.703499278162\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2630.086904417687\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2629.9829248432325\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 2629.9570646722955\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 2629.850845658938\n", "Iteration: 16, Func. Count: 151, Neg. LLF: 2629.847739820725\n", "Iteration: 17, Func. Count: 159, Neg. LLF: 2629.84330029216\n", "Iteration: 18, Func. Count: 167, Neg. LLF: 2629.8364528384627\n", "Iteration: 19, Func. Count: 175, Neg. LLF: 2629.83260048014\n", "Iteration: 20, Func. Count: 183, Neg. LLF: 2629.829797158088\n", "Iteration: 21, Func. Count: 191, Neg. LLF: 2629.829311332362\n", "Iteration: 22, Func. Count: 199, Neg. LLF: 2629.8292678197695\n", "Iteration: 23, Func. Count: 207, Neg. LLF: 2629.829266715722\n", "Iteration: 24, Func. Count: 214, Neg. LLF: 2629.829266715501\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2629.829266715722\n", " Iterations: 24\n", " Function evaluations: 214\n", " Gradient evaluations: 24\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 17331.043110499268\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 88280296307.32657\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17849.1359803558\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7913.291856917989\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3369.7354788892962\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2631.0189680780422\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2659.3030290500155\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2630.8286905219447\n", "Iteration: 9, Func. Count: 88, Neg. LLF: 2630.9563277699435\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2630.8249744815607\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2630.77417837099\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2630.7685966843846\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2630.7681706320427\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2630.7679950181528\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2630.767990927292\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2630.7679909272397\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2630.767990927292\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 17317.819688019823\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 87521373243.505\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17463.45700565738\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8050.321919168363\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3370.162005032408\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2637.09049576992\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2645.2828053922894\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2632.012880217256\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2631.9196162615026\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2633.0518974471884\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2631.861962086674\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2631.860659140254\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2631.8600515658018\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2631.8595372807436\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2631.859348172536\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2631.8593013724108\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2631.859298528794\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2631.859298528562\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2631.859298528794\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 17250.121625450356\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74994365733.24133\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17156.639790548776\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8181.945492662062\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3371.9943004989323\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2638.088709603303\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2646.5516290190444\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2633.014244420223\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2632.9238674431535\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2635.5130525598192\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2632.8693239334575\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2632.8674162398074\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2632.867053071419\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2632.8668011739264\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2632.8667560131744\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2632.8667463172205\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2632.866746317043\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2632.8667463172205\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 17240.127011890763\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 86290081089.09427\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17150.18816375293\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8230.63611650475\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3373.7590400094705\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2638.976669784298\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2646.9098628369443\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2633.8713764747404\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2633.758725618248\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2633.9149554976852\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2633.7283437635997\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2633.724744561464\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2633.7242056566665\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2633.7239084961066\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2633.723813902005\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2633.723751826187\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2633.723740096756\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2633.723739025729\n", "Iteration: 19, Func. Count: 169, Neg. LLF: 2633.723739025516\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2633.723739025729\n", " Iterations: 19\n", " Function evaluations: 169\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 17186.682481481857\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85755134622.67856\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15561.739102568\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8769.61135194594\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3372.8752867931444\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2640.353279722831\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2651.0859557247795\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2635.26406719865\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2635.1492850774657\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2635.2796907302627\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2635.1246360885416\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2635.120505649221\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2635.119283660588\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2635.1185587008968\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2635.1181993787714\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2635.1180376996354\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2635.118007091106\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2635.1180045926717\n", "Iteration: 19, Func. Count: 169, Neg. LLF: 2635.118004592272\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2635.1180045926717\n", " Iterations: 19\n", " Function evaluations: 169\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 17456.82206340745\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 84719264158.55905\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18600.678858663876\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7820.7664359652645\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3371.729902394601\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2641.8478137748016\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2649.6199383665844\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2636.6958441003417\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2636.5755917464703\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2636.5586428667502\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2636.592526350183\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2636.55188173987\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2636.5514936294885\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2636.551404198934\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2636.5513995135584\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2636.55139628846\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2636.5513951251414\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2636.551395125329\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2636.5513951251414\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 17291.936021849455\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 64129865603.12674\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17307.418805447236\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8200.25297595281\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3373.5906548531266\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2643.016712417622\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2651.3210130069783\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2637.9066666382855\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2637.7852678662875\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2638.094277121192\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2637.764784700153\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2637.762884291637\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2637.762317938198\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2637.7622765152987\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2637.7622688401916\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2637.762267546683\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2637.762266632928\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2637.762266632928\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 17030.86145708955\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85620735864.48668\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13418.042168298927\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 9738.72478456037\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3372.671227391784\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2644.6036106285887\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2667.4988709613754\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2639.536919673168\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2639.411873644503\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2639.399135665177\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2639.470949336235\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2639.393722399363\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2639.393053502263\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2639.3929278800338\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2639.3928476487313\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2639.392836509532\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2639.392835642107\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2639.392835642107\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 16703.161389906447\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 91775847900.79971\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10975.590681013593\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10439.536031276059\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3380.6008997917615\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2651.997114571428\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2679.342409632578\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2643.5298392186223\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2642.917166768115\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2642.825752669096\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2642.714637815175\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2643.491630599271\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2642.6220043016115\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2642.617296733748\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2642.617165337496\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2642.617139237295\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2642.6171351809326\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2642.6171340585015\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2642.617134058652\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2642.6171340585015\n", " Iterations: 19\n", " Function evaluations: 171\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 16240.16795989074\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 94411274804.58035\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7351.97811574626\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 15606.046570089444\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3382.019472429419\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2656.7117878639397\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2649.1480955289635\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2645.410426696437\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2645.476102393899\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2645.303092127831\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2645.2872486164306\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2645.2831976195152\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2645.2820307089123\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2645.281900461272\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2645.281883319851\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2645.2818818215906\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2645.2818818211\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2645.2818818215906\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 16106.661793274223\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 92638069934.23766\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7521.6528363948255\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 15329.881345389435\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3383.611383141527\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2655.9248145090596\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2650.423948474024\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2646.500389000965\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2646.725018879601\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2646.393628644775\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2646.3887280038193\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2646.386881655839\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2646.386186058823\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2646.3860549670394\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2646.3860403810727\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2646.386039037875\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2646.3860390372474\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2646.386039037875\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 16092.683079182098\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 86221382859.99698\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7768.589488786629\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14817.287867001913\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3385.730757608585\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2657.5663500204346\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2651.774430947391\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2648.0315410087387\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2648.260090847828\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2647.9242844563373\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2647.919429919153\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2647.9175487265975\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2647.916859507662\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2647.916738440609\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2647.9167260133117\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2647.916724878607\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2647.916724878045\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2647.916724878607\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 16175.0371948778\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 93999510999.32637\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8770.278514840129\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12970.210351395983\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3386.965024066587\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2668.2623168734954\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2688.5966501247526\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2650.0895104292686\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2649.620391815147\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2649.6717204832353\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2649.485401048668\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2651.4249667258487\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2649.4465562939117\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2649.358556337243\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2649.327551793116\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2649.3203076854143\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2649.3104908180358\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2649.307674220898\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2649.3060703945093\n", "Iteration: 20, Func. Count: 180, Neg. LLF: 2649.305711143234\n", "Iteration: 21, Func. Count: 188, Neg. LLF: 2649.305663521008\n", "Iteration: 22, Func. Count: 196, Neg. LLF: 2649.305661595894\n", "Iteration: 23, Func. Count: 203, Neg. LLF: 2649.3056615956207\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2649.305661595894\n", " Iterations: 23\n", " Function evaluations: 203\n", " Gradient evaluations: 23\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 16090.788512267329\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 93986138468.7405\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8719.560865546056\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13108.90031538212\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3388.508477358695\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2673.544355381724\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2689.3391489339447\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2651.1503900567827\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2650.6679219719217\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2650.7036560330707\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2650.517629655719\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2651.9426515477835\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2650.429077294817\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2650.4073344312674\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2650.4046794334085\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2650.4024837123256\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2650.402058574453\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2650.401925894774\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2650.4019048208693\n", "Iteration: 20, Func. Count: 180, Neg. LLF: 2650.401902018807\n", "Iteration: 21, Func. Count: 187, Neg. LLF: 2650.4019020187206\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2650.401902018807\n", " Iterations: 21\n", " Function evaluations: 187\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 15997.080725659474\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 93957632211.82777\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8176.768676177595\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14138.381145045365\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3390.717049786039\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2664.780936778696\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2654.839209470812\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2651.686192015427\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2652.0282455552174\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2651.58017406645\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2651.576548009236\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2651.5750292217426\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2651.5744558623164\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2651.5743447171926\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2651.5743332093016\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2651.574332133429\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2651.5743321328805\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2651.574332133429\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 15873.609491019262\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 94188205041.58047\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7866.4859821035025\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14816.38796513377\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3392.4419668371947\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2666.5537703059626\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2655.714472655267\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2652.730554023039\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2653.15257541136\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2652.6250543638535\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2652.6222013576976\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2652.6210445311162\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2652.620568474729\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2652.6204679375905\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2652.6204570906357\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2652.620456088987\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2652.620456088421\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2652.620456088987\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 15758.928218455902\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 94151858568.47972\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7392.746399868203\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 15914.433264858024\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3394.490805970911\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2671.8336271894777\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2656.6476862382438\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2653.7215799893493\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2654.1160523598655\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2653.6157551996475\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2653.612013816987\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2653.610573371813\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2653.6099766451753\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2653.6098498212614\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2653.6098347591155\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2653.609833381339\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2653.609833380674\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2653.609833381339\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 15735.492818966137\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 69657322162.08847\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7215.695836768768\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 16401.33115794931\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3396.1156625576623\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2675.074463942011\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2657.8511329105627\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2654.913869149369\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2655.3131039938585\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2654.807372226848\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2654.803422312212\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2654.80193220886\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2654.80131203967\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2654.8011778457335\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2654.801161135773\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2654.801159588519\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2654.801159587816\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2654.801159588519\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 15621.934120273132\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 93838965011.23755\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6906.860628208937\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 17358.408440928113\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3398.6355689404527\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2676.161663174679\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2659.065359173953\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2655.893537955235\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2656.207946220777\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2655.7866393950544\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2655.7812296999705\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2655.7792116428345\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2655.7784096683336\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2655.7782536761665\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2655.7782338673283\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2655.7782320057117\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2655.778232004972\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2655.7782320057117\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9985.462935075844\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74754130683.75508\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12990.81730772562\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 8876.55042833256\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3355.3121916800687\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2696.8853052001314\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2668.4272523126297\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2664.968678300877\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2660.060293889525\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2659.9594102842075\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2659.821102481942\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2659.7934632817974\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2659.7547805587956\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2659.7490332720595\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2659.7450436475356\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2659.7445075027167\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2659.744437107917\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2659.7444331791817\n", "Iteration: 19, Func. Count: 170, Neg. LLF: 2659.7444331807965\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2659.7444331791817\n", " Iterations: 19\n", " Function evaluations: 170\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9989.238842270961\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 96257909545.95789\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13824.110347860453\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 9123.30342886002\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3342.477422109023\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2669.2326335498165\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2689.4840585022203\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2661.8138342992806\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2661.4861280220985\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2660.979780190376\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2660.94935495355\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2660.9025853282765\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2660.8775519374526\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2660.8243610760637\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2660.8046637236175\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2660.7974970421383\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2660.796193406408\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2660.795998719772\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2660.795988545102\n", "Iteration: 20, Func. Count: 178, Neg. LLF: 2660.7959885432283\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2660.795988545102\n", " Iterations: 20\n", " Function evaluations: 178\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10001.017484393582\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 98168941260.80101\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14073.310918947558\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8985.108251860504\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3345.5508412242984\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2668.643440419275\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2694.3194000052836\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2663.342577180366\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2664.125268372082\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2663.4172054494893\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2663.331918765967\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2663.1807493001784\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2687.1135768729196\n", "Iteration: 14, Func. Count: 136, Neg. LLF: 2663.049293547663\n", "Iteration: 15, Func. Count: 144, Neg. LLF: 2663.0722803144245\n", "Iteration: 16, Func. Count: 153, Neg. LLF: 2663.0264175717057\n", "Iteration: 17, Func. Count: 161, Neg. LLF: 2663.019888890787\n", "Iteration: 18, Func. Count: 169, Neg. LLF: 2663.0144364723446\n", "Iteration: 19, Func. Count: 177, Neg. LLF: 2663.0048048568824\n", "Iteration: 20, Func. Count: 185, Neg. LLF: 2663.0001139808983\n", "Iteration: 21, Func. Count: 193, Neg. LLF: 2662.999054624306\n", "Iteration: 22, Func. Count: 201, Neg. LLF: 2662.9989831752073\n", "Iteration: 23, Func. Count: 209, Neg. LLF: 2662.9989811112487\n", "Iteration: 24, Func. Count: 216, Neg. LLF: 2662.99898111123\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2662.9989811112487\n", " Iterations: 24\n", " Function evaluations: 216\n", " Gradient evaluations: 24\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9997.12965340709\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 98737083580.28596\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11144.90091387539\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10053.05510868636\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3361.800372184989\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2694.381018139712\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2715.693159579535\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2678.782267119993\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2664.8785215955336\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2664.7275158288303\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2665.6943045296457\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2664.679498389795\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2664.6742896566543\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2664.6739845518414\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2664.6738625030516\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2664.6738576390367\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2664.6738570734315\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2664.6738570734315\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 9999.73305414665\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 99225376773.19269\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11521.389976431561\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9801.429360726586\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3365.0789630080144\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2696.455104922219\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2704.765558590457\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2668.8452599392704\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2666.2866020403235\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2665.9870449677474\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2665.973295560938\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2665.925698105859\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2665.8268544387033\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2665.8368257621432\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2665.813126010071\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2665.812382547979\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2665.8122367039796\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2665.8121212181795\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2665.8121180926073\n", "Iteration: 20, Func. Count: 178, Neg. LLF: 2665.8121180911467\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2665.8121180926073\n", " Iterations: 20\n", " Function evaluations: 178\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10002.07880085906\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 99553278862.00287\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11278.722969675218\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10009.992674431978\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3366.643892294369\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2697.2126681675536\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2706.456226192052\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2669.4270596219867\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2667.5323758669183\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2667.2093399018304\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2667.088768933613\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2667.011599877166\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2666.888408164911\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2666.911951881861\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2666.8659654038693\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2666.8613155405274\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2666.8601860834165\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2666.859109326884\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2666.859032927581\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2666.859028253332\n", "Iteration: 21, Func. Count: 189, Neg. LLF: 2666.8590282535115\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2666.859028253332\n", " Iterations: 21\n", " Function evaluations: 189\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10011.699189985493\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 98951040228.68343\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10753.75999185094\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10403.138869997834\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3369.552424525603\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2698.415185172359\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2710.212358843706\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2671.007091044424\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2671.2319606572833\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2669.8423234332895\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2669.5308957711877\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2669.304658548869\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2669.08019343746\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2669.097940629074\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2669.0172496439127\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2669.0038796878757\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2668.9815040644007\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2668.963111064397\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2668.9570261697518\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2668.955487183296\n", "Iteration: 21, Func. Count: 190, Neg. LLF: 2668.9551381352485\n", "Iteration: 22, Func. Count: 198, Neg. LLF: 2668.9550418563695\n", "Iteration: 23, Func. Count: 206, Neg. LLF: 2668.955027838784\n", "Iteration: 24, Func. Count: 214, Neg. LLF: 2668.955026712418\n", "Iteration: 25, Func. Count: 221, Neg. LLF: 2668.9550267117265\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2668.955026712418\n", " Iterations: 25\n", " Function evaluations: 221\n", " Gradient evaluations: 25\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10021.698885030193\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 98736538492.73502\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12285.35079387922\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9309.612133308467\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3374.586600023444\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2701.8551945085865\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2711.0218919722843\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2680.2945940233735\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2670.472682333949\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2670.3401205739046\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2670.539512977445\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2670.2586249124033\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2670.2574011277406\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2670.257377732162\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2670.257376357048\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2670.25737635748\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2670.257376357048\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10027.224069809195\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 98675949106.79507\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11991.849926911598\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9508.003861446396\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3375.876383892754\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2703.796238654545\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2690.3704402385247\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2674.8836401111275\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2672.3370188908457\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2672.3320300962196\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2671.989749950556\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2671.7690882574107\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2680.7812602050562\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2671.698972163287\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2671.67830073634\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2671.6739075168643\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2671.6729601152992\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 2671.6728726030733\n", "Iteration: 19, Func. Count: 173, Neg. LLF: 2671.6728544849575\n", "Iteration: 20, Func. Count: 181, Neg. LLF: 2671.6728508114966\n", "Iteration: 21, Func. Count: 188, Neg. LLF: 2671.6728508119427\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2671.6728508114966\n", " Iterations: 21\n", " Function evaluations: 188\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10036.353185692951\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 91813500948.60951\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12816.20237849189\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9030.398511470146\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3379.2272727295763\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2709.522982593129\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2682.075486555677\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2677.0401208005696\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2673.8373362505026\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2673.5387071484433\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2673.228781945674\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2672.968781447814\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2673.098855234664\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2672.9028089128333\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2672.844921777315\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2672.835401645047\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2672.8273369070434\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 2672.8263120322013\n", "Iteration: 19, Func. Count: 173, Neg. LLF: 2672.8260269367865\n", "Iteration: 20, Func. Count: 181, Neg. LLF: 2672.825994340707\n", "Iteration: 21, Func. Count: 189, Neg. LLF: 2672.825991298835\n", "Iteration: 22, Func. Count: 196, Neg. LLF: 2672.825991298397\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2672.825991298835\n", " Iterations: 22\n", " Function evaluations: 196\n", " Gradient evaluations: 22\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10043.753643152235\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 98320363499.59752\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13399.073778689155\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 8741.692428215103\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3382.199365087021\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2716.2227016497277\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2681.63712004476\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2679.846495708741\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2674.7344067537574\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2674.622203618321\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2674.3156403040284\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2674.0692384208814\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2674.3288240773145\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2674.026876690951\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2674.0142599107253\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2674.008910601111\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2674.007211617702\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 2674.006912322733\n", "Iteration: 19, Func. Count: 173, Neg. LLF: 2674.006857794484\n", "Iteration: 20, Func. Count: 181, Neg. LLF: 2674.0068510557785\n", "Iteration: 21, Func. Count: 188, Neg. LLF: 2674.0068510555716\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2674.0068510557785\n", " Iterations: 21\n", " Function evaluations: 188\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10053.454529894063\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 98329722129.0883\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14673.279845517884\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8796.397774657073\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3367.393142287491\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2682.487745973318\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2705.965281060346\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2675.7150285606513\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2675.573794708558\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2675.9848747933956\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2675.544824398246\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2675.5446021606786\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2675.5445882902877\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2675.544584801435\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2675.5445836664258\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2675.5445836663785\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2675.5445836664258\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10070.535791875263\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59556290499.90086\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17700.715409075423\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7789.474233967265\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3368.3514941301064\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2686.5082127214396\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2708.097485960203\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2677.844379751249\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2677.9596707541896\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2677.66315610698\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2697.630799714151\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2677.565221299562\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2677.5541345321417\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2677.5480951806994\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2677.5477419430363\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2677.5476696082733\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2677.547649149082\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2677.5476462680995\n", "Iteration: 19, Func. Count: 170, Neg. LLF: 2677.5476462673896\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2677.5476462680995\n", " Iterations: 19\n", " Function evaluations: 170\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10061.461893027206\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 63483203594.22535\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9536.683302515055\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11597.564621138103\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3378.188591505845\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2708.256905885931\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2723.042140589329\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2682.312252224283\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2682.66772366258\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2681.466011553657\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2681.253387447273\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2681.0933768318955\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2680.840113483412\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2684.4749415709884\n", "Iteration: 15, Func. Count: 144, Neg. LLF: 2680.794306496509\n", "Iteration: 16, Func. Count: 152, Neg. LLF: 2680.6920589228757\n", "Iteration: 17, Func. Count: 160, Neg. LLF: 2680.6881882372204\n", "Iteration: 18, Func. Count: 168, Neg. LLF: 2680.6773108792213\n", "Iteration: 19, Func. Count: 176, Neg. LLF: 2680.669991968123\n", "Iteration: 20, Func. Count: 184, Neg. LLF: 2680.667810850435\n", "Iteration: 21, Func. Count: 192, Neg. LLF: 2680.6672276965237\n", "Iteration: 22, Func. Count: 200, Neg. LLF: 2680.667190637048\n", "Iteration: 23, Func. Count: 208, Neg. LLF: 2680.6671895822324\n", "Iteration: 24, Func. Count: 215, Neg. LLF: 2680.6671895823883\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2680.6671895822324\n", " Iterations: 24\n", " Function evaluations: 215\n", " Gradient evaluations: 24\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10065.828141100399\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 98099668888.25076\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9773.997635470103\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11356.86676882733\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3380.965125621933\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2709.800419223806\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2724.6512445364897\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2683.624784513148\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2684.2383410923962\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2682.8009073864127\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2682.561508114249\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2682.392391777832\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2682.14219266918\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2683.308200274637\n", "Iteration: 15, Func. Count: 144, Neg. LLF: 2682.0382852735656\n", "Iteration: 16, Func. Count: 152, Neg. LLF: 2682.0125634537817\n", "Iteration: 17, Func. Count: 160, Neg. LLF: 2681.9423194921683\n", "Iteration: 18, Func. Count: 168, Neg. LLF: 2681.941078262724\n", "Iteration: 19, Func. Count: 176, Neg. LLF: 2681.9335495615233\n", "Iteration: 20, Func. Count: 184, Neg. LLF: 2681.922419237105\n", "Iteration: 21, Func. Count: 192, Neg. LLF: 2681.9182351224017\n", "Iteration: 22, Func. Count: 200, Neg. LLF: 2681.9157756568484\n", "Iteration: 23, Func. Count: 208, Neg. LLF: 2681.9155600330073\n", "Iteration: 24, Func. Count: 216, Neg. LLF: 2681.9155471548847\n", "Iteration: 25, Func. Count: 223, Neg. LLF: 2681.915547156361\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2681.9155471548847\n", " Iterations: 25\n", " Function evaluations: 223\n", " Gradient evaluations: 25\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10077.056429262011\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 97554511492.9097\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10316.179654000838\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10796.912098734087\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3383.7419203872187\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2712.047052066984\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2726.3051480286995\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2685.3799105241405\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2686.119712902014\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2684.380332483849\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2684.0879210942494\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2683.890371592297\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2683.6353132615054\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2686.399085009606\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2683.572649327137\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2683.506308126547\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2683.4975580059254\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2683.4875057090085\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2683.485936780574\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2683.4855995024864\n", "Iteration: 21, Func. Count: 190, Neg. LLF: 2683.485565322814\n", "Iteration: 22, Func. Count: 198, Neg. LLF: 2683.4855621516717\n", "Iteration: 23, Func. Count: 205, Neg. LLF: 2683.4855621511924\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2683.4855621516717\n", " Iterations: 23\n", " Function evaluations: 205\n", " Gradient evaluations: 23\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10081.412605291485\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 94624909642.36113\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7444.694325447657\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14879.083018669826\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3383.186824539752\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2713.322013846683\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2719.898711092333\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2688.606523928922\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2688.1839863019613\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2687.8082591726884\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2687.707319766432\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2687.61395352843\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2687.5549468738095\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2687.4821823421426\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2687.4335757501913\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2687.430521424943\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2687.4302124703245\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2687.430139982467\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2687.4301379769804\n", "Iteration: 20, Func. Count: 181, Neg. LLF: 2687.430137991607\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2687.4301379769804\n", " Iterations: 20\n", " Function evaluations: 181\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10080.62195335569\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 98610153201.60168\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8656.974290248312\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12780.007719983583\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3388.4403614024386\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2715.543722473939\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2728.50251164733\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2690.559949631395\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2690.5125883024602\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2689.116438684364\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2689.1838276777466\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2689.07151564876\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2689.810892562974\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2688.9315990023406\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2688.925457620125\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2688.921173647042\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2688.916336167072\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2688.9147909879125\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2688.914551287293\n", "Iteration: 20, Func. Count: 180, Neg. LLF: 2688.91454156914\n", "Iteration: 21, Func. Count: 187, Neg. LLF: 2688.914541568979\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2688.91454156914\n", " Iterations: 21\n", " Function evaluations: 187\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10090.50653509665\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 93954907182.08653\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8662.537948944491\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12798.13000294336\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3389.7674014527875\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2716.8852916957903\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2730.321575845778\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2691.9161055879713\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2691.3799949212453\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2690.4706550431824\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2690.4886302799523\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2690.360210437968\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2690.439130842025\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2690.292559355971\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2690.281182047708\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2690.274351209727\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2690.270446608135\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2690.269834179849\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2690.2697911585065\n", "Iteration: 20, Func. Count: 180, Neg. LLF: 2690.2697903773023\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2690.2697903773023\n", " Iterations: 20\n", " Function evaluations: 180\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10097.813050831906\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 66585911594.77324\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8741.919973004075\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12700.704628521842\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3391.153649844786\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2718.3260522119517\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2731.9322957102004\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2693.110112339658\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2692.54907232467\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2691.679197475185\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2691.62172752919\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2712.23388732509\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2691.4935067646215\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2691.486643248234\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2691.4828908060235\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2691.481445444243\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2691.481205797096\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2691.481192181337\n", "Iteration: 19, Func. Count: 170, Neg. LLF: 2691.4811921814367\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2691.481192181337\n", " Iterations: 19\n", " Function evaluations: 170\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10103.054413923408\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 97583585036.60806\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8704.95225803066\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12789.107863860056\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3392.4004721023693\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2719.466757021516\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2733.4643492768614\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2694.275117057398\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2693.176768002405\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2692.867983774107\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2692.757976915693\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2694.5096353786494\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2692.6895903824916\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2692.678270703485\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2692.6751608032355\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2692.6732694970187\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2692.672951313273\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2692.6729118951635\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2692.6729094920343\n", "Iteration: 20, Func. Count: 178, Neg. LLF: 2692.6729094920192\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2692.6729094920343\n", " Iterations: 20\n", " Function evaluations: 178\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10108.830550705145\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 97068735108.42157\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8713.4935201177\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12806.839953952307\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3393.873882433146\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2720.8239864467764\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2734.876849634851\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2695.3515616436666\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2694.280841575022\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2693.9971261513856\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2693.8429282786547\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2693.815695333995\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2693.8103176897102\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2693.8052189172313\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2693.8028720539987\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2693.801444927452\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2693.8013786745423\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2693.801372960097\n", "Iteration: 19, Func. Count: 169, Neg. LLF: 2693.801372960692\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2693.801372960097\n", " Iterations: 19\n", " Function evaluations: 169\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10109.364666700323\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 98510546534.75035\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8389.916390742697\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13279.422858462278\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3399.427436225078\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2723.0118147122453\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2736.628847873064\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2697.5173325998157\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2697.342913237255\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2696.2197054228163\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2696.138335543187\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2701.545723242997\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2696.030933020411\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2696.020386555405\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2696.0161282788195\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2696.0140049822944\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2696.013688998979\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2696.013666275854\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2696.0136655934703\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2696.0136655934703\n", " Iterations: 19\n", " Function evaluations: 171\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10116.783079223063\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85627682413.83258\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8174.77877089371\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13650.576710669751\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3401.7118121553654\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2724.902227312119\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2739.3932140738725\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2699.0240001876737\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2699.1927772736235\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2697.7012259935327\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2697.6365466354814\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2723.7618746652834\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2697.501412332723\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2697.494818811616\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2697.4913824041078\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2697.4903243878175\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2697.490135723949\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2697.4901248543965\n", "Iteration: 19, Func. Count: 170, Neg. LLF: 2697.490124854764\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2697.4901248543965\n", " Iterations: 19\n", " Function evaluations: 170\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10123.345070750534\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 80970811881.12764\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8182.149172009243\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13666.33733492274\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3404.053650260699\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2726.145005172825\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2741.1916636631527\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2700.1970388797827\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2700.1803519431014\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2698.846833471177\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2698.781688804018\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2714.2537158999567\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2698.6557917203145\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2698.6476195529585\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2698.64492190657\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2698.6437605620417\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2698.6436144601485\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2698.6436037858475\n", "Iteration: 19, Func. Count: 170, Neg. LLF: 2698.6436037860663\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2698.6436037858475\n", " Iterations: 19\n", " Function evaluations: 170\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10129.322254645038\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 97681827211.54602\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8131.6503125505615\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13781.09009639721\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3405.8335079264243\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2727.724976944508\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2742.8090966744285\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2701.3253718284163\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2701.346970384295\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2699.9648811740226\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2699.825459334201\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2699.925868707116\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2699.771216171561\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2699.7608571196697\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2699.7584322041066\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2699.7579058089987\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2699.7578703225026\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2699.757868376373\n", "Iteration: 19, Func. Count: 170, Neg. LLF: 2699.757868376172\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2699.757868376373\n", " Iterations: 19\n", " Function evaluations: 170\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10131.205629106513\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 102170986414.36243\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6626.338422459213\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 16659.900676078596\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3417.9974898647297\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2737.0716841055455\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2758.809226311961\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2729.3817217650485\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2710.555667496693\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2710.4949881877087\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2710.0665879724193\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2711.050482896803\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2710.018272957771\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2710.0105920525584\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2710.0065923137618\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2710.0045475603633\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2710.0042339317424\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2710.004204947134\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2710.0042021605304\n", "Iteration: 20, Func. Count: 179, Neg. LLF: 2710.0042021595646\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2710.0042021605304\n", " Iterations: 20\n", " Function evaluations: 179\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10143.296350290968\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 101721526321.29648\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7505.894227178178\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14552.66508706619\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3417.5929663670695\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2738.583312412491\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2757.2341503190783\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2748.201342799114\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2711.9589800349186\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2711.9970612712177\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2711.74583998428\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2711.612280921383\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2711.474103354394\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2711.459879857349\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2711.457109244308\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2711.4563707665448\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2711.4561377343234\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2711.456082048154\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2711.4560763684904\n", "Iteration: 20, Func. Count: 178, Neg. LLF: 2711.4560763690506\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2711.4560763684904\n", " Iterations: 20\n", " Function evaluations: 178\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10145.469946720887\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 102338456611.85992\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7493.377518054352\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14588.922668069985\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3420.0799539261257\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2740.081809046866\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2758.405412640911\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2745.965936488226\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2713.5537490214265\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2713.458038582384\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2713.090061906921\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2713.753233296985\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2713.033750070598\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2713.0279631211074\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2713.026275742777\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2713.0254533496563\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2713.025240855085\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2713.0250793563864\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2713.025037057633\n", "Iteration: 20, Func. Count: 179, Neg. LLF: 2713.0250313819197\n", "Iteration: 21, Func. Count: 186, Neg. LLF: 2713.0250313815877\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2713.0250313819197\n", " Iterations: 21\n", " Function evaluations: 186\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10136.1811833381\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 104986894223.50195\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7361.122862246401\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14878.077213215696\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3425.9126574547936\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2742.030834492557\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2761.0826152063937\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2738.9363637817723\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2715.414233607093\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2715.394356227995\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2714.949477119863\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2715.7052349833457\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2714.9036246508704\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2714.8840965442064\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2714.8788823071077\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2714.877654237186\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2714.877497364336\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2714.877444653675\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2714.8774325910745\n", "Iteration: 20, Func. Count: 180, Neg. LLF: 2714.877431417315\n", "Iteration: 21, Func. Count: 187, Neg. LLF: 2714.8774314172038\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2714.877431417315\n", " Iterations: 21\n", " Function evaluations: 187\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10129.46127974316\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 107048276649.85873\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7271.853172462552\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 15106.792902536443\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3430.0598923024872\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2743.5076610861765\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2763.3369945182094\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2730.7226742688417\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2717.052851672007\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2717.190946621283\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2717.1061490251286\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2717.047119615732\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2716.9538845761517\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 2716.9359274220155\n", "Iteration: 15, Func. Count: 144, Neg. LLF: 2716.8444215409263\n", "Iteration: 16, Func. Count: 152, Neg. LLF: 2716.648735336389\n", "Iteration: 17, Func. Count: 160, Neg. LLF: 2716.6363924232714\n", "Iteration: 18, Func. Count: 168, Neg. LLF: 2716.6346327380807\n", "Iteration: 19, Func. Count: 176, Neg. LLF: 2716.6338648269953\n", "Iteration: 20, Func. Count: 184, Neg. LLF: 2716.633840855583\n", "Iteration: 21, Func. Count: 192, Neg. LLF: 2716.633839435769\n", "Iteration: 22, Func. Count: 199, Neg. LLF: 2716.6338394598943\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2716.633839435769\n", " Iterations: 22\n", " Function evaluations: 199\n", " Gradient evaluations: 22\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10133.847152535076\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 105376284453.52411\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7342.613851684995\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14963.951335403195\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3432.231650370103\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2744.2147284549774\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2765.6875921223636\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2727.402835763107\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2718.6031344464795\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2718.7723019205805\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2718.593073152529\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2718.4707752008744\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2718.3806110645755\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 2718.3466264954272\n", "Iteration: 15, Func. Count: 144, Neg. LLF: 2718.2622203743676\n", "Iteration: 16, Func. Count: 152, Neg. LLF: 2718.168385424655\n", "Iteration: 17, Func. Count: 160, Neg. LLF: 2718.094716547645\n", "Iteration: 18, Func. Count: 168, Neg. LLF: 2718.06807493795\n", "Iteration: 19, Func. Count: 176, Neg. LLF: 2718.055073559015\n", "Iteration: 20, Func. Count: 184, Neg. LLF: 2718.0499632567344\n", "Iteration: 21, Func. Count: 192, Neg. LLF: 2718.0499190319097\n", "Iteration: 22, Func. Count: 200, Neg. LLF: 2718.0499175664295\n", "Iteration: 23, Func. Count: 207, Neg. LLF: 2718.049917588694\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2718.0499175664295\n", " Iterations: 23\n", " Function evaluations: 207\n", " Gradient evaluations: 23\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10144.364292589127\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 106325122450.74625\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7501.147788001836\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14639.921508049574\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3433.1288075334687\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2745.522011120378\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2767.1053263664535\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2726.04980212467\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2720.2240030644734\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2720.1784714699797\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2719.9635341827156\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2720.168742023956\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2719.835778718347\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 2719.699911337727\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 2719.676457464937\n", "Iteration: 16, Func. Count: 151, Neg. LLF: 2719.5396078002254\n", "Iteration: 17, Func. Count: 159, Neg. LLF: 2719.456493947864\n", "Iteration: 18, Func. Count: 167, Neg. LLF: 2719.4389026623344\n", "Iteration: 19, Func. Count: 175, Neg. LLF: 2719.4175529215545\n", "Iteration: 20, Func. Count: 183, Neg. LLF: 2719.4133363259843\n", "Iteration: 21, Func. Count: 191, Neg. LLF: 2719.4130572763847\n", "Iteration: 22, Func. Count: 199, Neg. LLF: 2719.412967138668\n", "Iteration: 23, Func. Count: 207, Neg. LLF: 2719.412965553607\n", "Iteration: 24, Func. Count: 214, Neg. LLF: 2719.4129655767174\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2719.412965553607\n", " Iterations: 24\n", " Function evaluations: 214\n", " Gradient evaluations: 24\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10124.849402388147\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 111859423143.9721\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6872.730917451869\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 16106.464367591961\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3449.1778050092707\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2750.855119695004\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2768.618989533229\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2734.148518218486\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2722.9676767795527\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2723.0593106711963\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2722.9331031800266\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2722.8222846236467\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2722.8587772330943\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 2722.6869937466004\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 2722.523221766467\n", "Iteration: 16, Func. Count: 151, Neg. LLF: 2722.4990856604863\n", "Iteration: 17, Func. Count: 159, Neg. LLF: 2722.497760038881\n", "Iteration: 18, Func. Count: 167, Neg. LLF: 2722.4972864117676\n", "Iteration: 19, Func. Count: 175, Neg. LLF: 2722.4972476732555\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2722.497247700082\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2722.4972476732555\n", " Iterations: 20\n", " Function evaluations: 182\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10158.529978760478\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 79465545349.92099\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7536.927840276755\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14539.27835569677\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3446.732049539399\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2753.4957353227974\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2770.01486608411\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2746.885503883427\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2725.229456360007\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2725.245427820658\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2725.2851758626175\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2725.3882023866645\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2725.202249087675\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 2725.1246483915224\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 2725.029184403247\n", "Iteration: 16, Func. Count: 151, Neg. LLF: 2724.846969478006\n", "Iteration: 17, Func. Count: 159, Neg. LLF: 2724.8377816581296\n", "Iteration: 18, Func. Count: 167, Neg. LLF: 2724.8355052183942\n", "Iteration: 19, Func. Count: 175, Neg. LLF: 2724.835505537888\n", "Iteration: 20, Func. Count: 184, Neg. LLF: 2724.8354898590314\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2724.8354898590314\n", " Iterations: 20\n", " Function evaluations: 184\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10164.325723219768\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 107995221949.7413\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7686.112573183896\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14244.679351204997\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3449.226634653328\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2754.7470216372185\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2772.107594020402\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2742.7422601291023\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2726.8142091462755\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2726.937735519046\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2726.8621317879674\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2726.804530962824\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2726.7185525411046\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2726.6817467732153\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2726.612183570578\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2726.438834077232\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2726.4004824047825\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2726.3973903730734\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2726.3913324745436\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2726.3912355534408\n", "Iteration: 21, Func. Count: 190, Neg. LLF: 2726.391233423531\n", "Iteration: 22, Func. Count: 197, Neg. LLF: 2726.3912334479414\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2726.391233423531\n", " Iterations: 22\n", " Function evaluations: 197\n", " Gradient evaluations: 22\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10192.941859954904\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 98621959160.67477\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8348.35546834209\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12964.303389097793\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3453.1319686205766\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2755.0299627578497\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2793.853621534074\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2731.098280845978\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2729.068487906371\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2729.039046763162\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2729.1884407784355\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2728.883150629649\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2728.775554794523\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2728.690236695482\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2728.634284121851\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2728.628914523405\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2728.6288261836903\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2728.6287605678167\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2728.628759925553\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2728.628759925553\n", " Iterations: 19\n", " Function evaluations: 172\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10196.12927283499\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 102498477968.765\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8366.769221019544\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12981.425784054501\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3455.862534883099\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2756.271087964787\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2794.8145362501436\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2732.3122730392965\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2730.5135962495833\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2730.4797195929805\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2730.4669518086457\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2730.3099155727004\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2730.327372897438\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2730.106912954868\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2730.080780658444\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2730.0793601798314\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2730.078274536828\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 2730.0782713940334\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2730.0782714187617\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2730.0782713940334\n", " Iterations: 19\n", " Function evaluations: 172\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10196.714785943215\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 105584287374.74033\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8194.629441258665\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13335.919219683019\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3457.442705874485\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2757.740187571532\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2795.301359191293\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2733.4383704048664\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2731.906741338493\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2731.8769143532327\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2731.7486593357644\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2737.8083498527603\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2731.625334193901\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2731.4794731179595\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2731.4748747848716\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2731.4691875683225\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2731.4691608415046\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2731.469103053811\n", "Iteration: 19, Func. Count: 173, Neg. LLF: 2731.4691030793856\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2731.469103053811\n", " Iterations: 19\n", " Function evaluations: 173\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10207.091677567045\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 104566396609.66745\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8275.070372914\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13247.054699521443\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3459.4459222164232\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2759.09274520298\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2796.623775314817\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2734.8195961970364\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2733.4365787676443\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2733.4365925098464\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2733.2957635571634\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2736.4020598114193\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2733.2079866678555\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2733.1347202300763\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2733.0492839877\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2732.9884132779116\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2732.9807539213534\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 2732.980218267303\n", "Iteration: 19, Func. Count: 173, Neg. LLF: 2732.97997189345\n", "Iteration: 20, Func. Count: 181, Neg. LLF: 2732.979969204562\n", "Iteration: 21, Func. Count: 188, Neg. LLF: 2732.9799692297042\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2732.979969204562\n", " Iterations: 21\n", " Function evaluations: 188\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10212.462578271441\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 104310800306.22401\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8278.741820734285\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13307.743164347736\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3461.5901235513666\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2760.5317404727625\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2797.2060834006234\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2735.975761487178\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2734.797037688443\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2734.793129206383\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2734.6411626726913\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2737.7574998940813\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2734.5494550248413\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2734.4887901616553\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2734.4106277315113\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2734.3401489239295\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2734.3349872236745\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 2734.333681167389\n", "Iteration: 19, Func. Count: 173, Neg. LLF: 2734.333530768844\n", "Iteration: 20, Func. Count: 181, Neg. LLF: 2734.333529028352\n", "Iteration: 21, Func. Count: 188, Neg. LLF: 2734.3335290521863\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2734.333529028352\n", " Iterations: 21\n", " Function evaluations: 188\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10212.36170012768\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85304977863.19788\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8072.9146993761415\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13715.408347091156\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3464.002796686661\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2763.879832536819\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2773.9023713178076\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2737.949775026009\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2736.7111634070443\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2735.946795305701\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2735.737193566789\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2735.698985778061\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2735.6069942822146\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2735.5965989178285\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2735.591646363294\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2735.5894180752503\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2735.588976715746\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2735.588932172908\n", "Iteration: 19, Func. Count: 170, Neg. LLF: 2735.5889304546927\n", "Iteration: 20, Func. Count: 177, Neg. LLF: 2735.5889304543853\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2735.5889304546927\n", " Iterations: 20\n", " Function evaluations: 177\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10227.508215569811\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 103603122340.45477\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8263.039325070902\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13412.054588190935\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3465.667559299638\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2765.454635041437\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2775.76074469571\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2739.880624155596\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2738.1255970926222\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2737.768867726023\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2737.788502050381\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2737.561849274983\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2737.5754557097625\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2737.468308675755\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2737.428420083752\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2737.4122772184537\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2737.406006455564\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2737.405614061567\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2737.405595786716\n", "Iteration: 20, Func. Count: 180, Neg. LLF: 2737.4055951082873\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2737.4055951082873\n", " Iterations: 20\n", " Function evaluations: 180\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10237.107437682387\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 103081105454.45358\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8759.768728274112\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12646.145052492364\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3469.094494064968\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2739.1918793708637\n", "Iteration: 7, Func. Count: 70, Neg. LLF: 2777.8985354839597\n", "Iteration: 8, Func. Count: 79, Neg. LLF: 2739.0117959038616\n", "Iteration: 9, Func. Count: 87, Neg. LLF: 2738.9511056926467\n", "Iteration: 10, Func. Count: 95, Neg. LLF: 2738.9323693363194\n", "Iteration: 11, Func. Count: 103, Neg. LLF: 2738.9092005295743\n", "Iteration: 12, Func. Count: 111, Neg. LLF: 2738.9071304498866\n", "Iteration: 13, Func. Count: 119, Neg. LLF: 2738.907027657676\n", "Iteration: 14, Func. Count: 127, Neg. LLF: 2738.9070266274175\n", "Iteration: 15, Func. Count: 135, Neg. LLF: 2740.175631959084\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2738.907026624204\n", " Iterations: 16\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10239.765066014468\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 103340389282.31175\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8706.462208255853\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12789.667046217899\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3471.6063338528115\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2768.4970529466354\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2777.9689745513783\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2742.560831597943\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2740.6818166751827\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2740.5924688360205\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2740.5497765962546\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2740.397957044321\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2750.110937617388\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2740.175519887416\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2740.1504771252057\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2740.1462940722117\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2740.145994354902\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2740.145981853056\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2740.1459683552534\n", "Iteration: 20, Func. Count: 179, Neg. LLF: 2740.145957561527\n", "Iteration: 21, Func. Count: 187, Neg. LLF: 2740.145954257579\n", "Iteration: 22, Func. Count: 194, Neg. LLF: 2740.1459542589173\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2740.145954257579\n", " Iterations: 22\n", " Function evaluations: 194\n", " Gradient evaluations: 22\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10245.746050585185\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 103143753143.53113\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8746.588785626229\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12784.606359285575\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3473.808888735536\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2769.8347598761657\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2778.6749417491246\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2743.71697095903\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2741.9456323041068\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2741.8544428452196\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2741.493515505748\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2744.377046913174\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2741.4004368979204\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2741.399470992133\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2741.3993712581478\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2741.3993633065957\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2741.3993633049563\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2741.3993633065957\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10246.213082561044\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 103738999137.74542\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8507.502854871127\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13198.714637839745\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3476.3485509816555\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2770.9043140300655\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2779.614249481662\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2744.769702753979\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2743.2291298265454\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2743.027435042043\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2742.7019238358243\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2742.654370972711\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2742.641859136725\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2742.640677443395\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2742.6405609467424\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2742.640554584445\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2742.640554584009\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2742.640554584445\n", " Iterations: 17\n", " Function evaluations: 153\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10252.275560028875\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 103549465559.21817\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8483.503946180677\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13272.688571110195\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3479.132882606502\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2772.3420123108745\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2780.86281804344\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2746.0382742226275\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2744.646818967778\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2744.3368697847454\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2744.1031820150283\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2744.00019011775\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2743.9590942435398\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2743.954967056552\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2743.9541100957604\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2743.954057723108\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2743.9540558202366\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2743.9540558200656\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2743.9540558202366\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10252.250333416277\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 104108926078.16418\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8066.568735775256\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13970.91935753852\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3482.7833977411888\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2773.7882620128453\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2783.370974725868\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2747.2281910148977\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2747.027356178957\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2745.5879578953513\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2745.3818424204965\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2745.4264090201277\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2745.2824438894672\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2745.262792315205\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2745.256953800731\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2745.2530151793135\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2745.2522195629017\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2745.2521375269616\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2745.252135051811\n", "Iteration: 20, Func. Count: 178, Neg. LLF: 2745.2521350516827\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2745.252135051811\n", " Iterations: 20\n", " Function evaluations: 178\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10254.59751125954\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 104454190558.22554\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7993.766328385175\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14154.491546167485\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3486.514340958208\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2775.1102844712705\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2784.7284456117413\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2748.2650169591834\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2748.1410002055836\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2746.6714459964396\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2746.437374459246\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2746.3819440151315\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2746.341785588023\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2746.3359460073475\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2746.329255635461\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2746.32915659127\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2746.3291465508173\n", "Iteration: 18, Func. Count: 161, Neg. LLF: 2746.3291465495176\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2746.3291465508173\n", " Iterations: 18\n", " Function evaluations: 161\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10263.28855286174\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 104283374693.25284\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8321.899437169317\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13629.768553109\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3488.0302283573465\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2776.4012271241277\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2784.930882110786\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2749.802893390445\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2749.1638261297876\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2748.2101979908957\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2748.3235516563136\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2747.891553412862\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2747.858775063798\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2747.8551788685772\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2747.8536582919137\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2747.8533066792324\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2747.853079333603\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2747.8530499949325\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2747.8530476290816\n", "Iteration: 20, Func. Count: 178, Neg. LLF: 2747.8530476288315\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2747.8530476290816\n", " Iterations: 20\n", " Function evaluations: 178\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10263.322918589583\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 104840663922.05469\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7984.297765210616\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14255.110453766742\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3492.251086228268\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2769.4062712016434\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2787.683490714265\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2750.8336246845793\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2750.8782287377157\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2749.2905246122064\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2749.0347144371954\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2748.9908419715375\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2748.9495885287934\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2748.941374016089\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2748.9335700419524\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2748.9333109758873\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2748.9332917980328\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2748.9332910869803\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2748.9332910869803\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10266.243834306119\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 77250599137.4806\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7917.8252644442255\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14435.509185038303\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3495.456774666329\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2769.819428941033\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2789.267214883581\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2752.0014556562555\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2752.112660389749\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2750.4967410916115\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2750.254108210819\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2750.2254916156026\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2750.1662190401084\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2750.1571528793665\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2750.1474797902274\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2750.1470974874865\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2750.1470719840145\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2750.1470713061253\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2750.1470713061253\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10267.173251790458\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 64467686342.53038\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7344.235734096275\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 15682.635458412733\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3498.8836331046723\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2770.946433408377\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2792.802936645203\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2753.283991510417\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2754.8933292918946\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2751.7632163887138\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2751.5653739607396\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2752.193556531446\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2751.424053207554\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2751.407975990829\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2751.40165078513\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2751.3999838348986\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2751.39982845339\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2751.399823561232\n", "Iteration: 19, Func. Count: 170, Neg. LLF: 2751.399823561188\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2751.399823561232\n", " Iterations: 19\n", " Function evaluations: 170\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10273.839223913383\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 40440033803.60976\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7575.917985144591\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 15207.11597544278\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3499.7569212036437\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2768.6612500846477\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2793.3934753096255\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2754.4223104523353\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2755.3991596312844\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2752.960417255889\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2752.795295042428\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2755.1729622881076\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2752.6309019996806\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2752.6134234605847\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2752.607763738473\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2752.6047743668587\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2752.604322427329\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2752.6042904628735\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2752.604289828875\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2752.604289828875\n", " Iterations: 19\n", " Function evaluations: 171\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10286.786626274315\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 104668461052.55264\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8002.219272337245\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14333.695599703951\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3497.020768399043\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2770.9610573469886\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2792.8499481247363\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2756.123055570541\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2756.0317655982344\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2754.6332103980376\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2754.410421034989\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2754.388352657643\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2754.316159061877\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2754.3075422658117\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2754.2968826935157\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2754.2964069749073\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2754.2963714049174\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2754.2963703717082\n", "Iteration: 19, Func. Count: 169, Neg. LLF: 2754.2963703711303\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2754.2963703717082\n", " Iterations: 19\n", " Function evaluations: 169\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10292.169063411111\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 83708832292.57962\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8165.505821556663\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14130.59982429743\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3499.390554972103\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2771.1587210291827\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2825.229601913432\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2756.2137796770494\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2755.730643269338\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2755.712364300244\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2755.561515663293\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2755.4831484159386\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2755.3746574399247\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2755.3735677216973\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2755.3732902815764\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2755.373261475464\n", "Iteration: 17, Func. Count: 153, Neg. LLF: 2755.373258316049\n", "Iteration: 18, Func. Count: 160, Neg. LLF: 2755.3732583375604\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2755.373258316049\n", " Iterations: 18\n", " Function evaluations: 160\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10298.456480066992\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 100180886982.20096\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7269.14029155122\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 15662.76927492727\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3500.5020152957595\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2785.563812075678\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2828.947774396818\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2760.220879786719\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2759.143077561701\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2758.9188789603377\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2759.8057439291388\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2758.8766603363724\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2758.843139398289\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2758.81909085292\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2758.796204883691\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2758.791443352955\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2758.790985582859\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 2758.7909700024184\n", "Iteration: 19, Func. Count: 169, Neg. LLF: 2758.790970001446\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2758.7909700024184\n", " Iterations: 19\n", " Function evaluations: 169\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10298.071065362728\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 106036121846.55861\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6789.468373995927\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 17018.826825037737\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3503.619546108778\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2786.907979064483\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2801.6772454786133\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2760.8137899186468\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2760.718114720815\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2760.7603061786654\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2760.411400032498\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2760.361355474579\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2760.35705779248\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2760.355833598819\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2760.3549243257257\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2760.3547712768363\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2760.354743792805\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2760.354742763775\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2760.354742763906\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2760.354742763775\n", " Iterations: 19\n", " Function evaluations: 171\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10319.827361957292\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 105717608058.48492\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8286.745763789157\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13535.758626286944\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3500.512698285439\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2789.766117900809\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2826.9685385320317\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2764.7343807652524\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2763.9680871979745\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2764.0768602462176\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2763.8968927439364\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2763.796360529056\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2871.669061993531\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 2763.6803110653814\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 2763.6430758122797\n", "Iteration: 16, Func. Count: 151, Neg. LLF: 2763.6100741581645\n", "Iteration: 17, Func. Count: 159, Neg. LLF: 2763.600047751975\n", "Iteration: 18, Func. Count: 167, Neg. LLF: 2763.5655717455015\n", "Iteration: 19, Func. Count: 175, Neg. LLF: 2763.53445339716\n", "Iteration: 20, Func. Count: 183, Neg. LLF: 2763.508980233019\n", "Iteration: 21, Func. Count: 191, Neg. LLF: 2763.502105361615\n", "Iteration: 22, Func. Count: 199, Neg. LLF: 2763.5012524849626\n", "Iteration: 23, Func. Count: 207, Neg. LLF: 2763.5012143017584\n", "Iteration: 24, Func. Count: 215, Neg. LLF: 2763.5012135436136\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2763.5012135436136\n", " Iterations: 24\n", " Function evaluations: 215\n", " Gradient evaluations: 24\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10331.00953328912\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 105385014037.46387\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9327.266783960216\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12110.72959892241\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3501.9790784963798\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2791.0355584808285\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2822.720786521608\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2765.643089430255\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2765.6048022419877\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2765.7872208050853\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2765.7928851966885\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2765.773197469362\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2765.7400704580077\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2765.3720073736904\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 2838.6570318362037\n", "Iteration: 16, Func. Count: 153, Neg. LLF: 2765.73489639112\n", "Iteration: 17, Func. Count: 162, Neg. LLF: 2765.6921062913852\n", "Iteration: 18, Func. Count: 171, Neg. LLF: 2765.2341343168246\n", "Iteration: 19, Func. Count: 180, Neg. LLF: 2765.1536117517016\n", "Iteration: 20, Func. Count: 188, Neg. LLF: 2765.1509491207544\n", "Iteration: 21, Func. Count: 196, Neg. LLF: 2765.149160530156\n", "Iteration: 22, Func. Count: 204, Neg. LLF: 2765.1453136900664\n", "Iteration: 23, Func. Count: 212, Neg. LLF: 2765.135958897359\n", "Iteration: 24, Func. Count: 220, Neg. LLF: 2765.0268143487647\n", "Iteration: 25, Func. Count: 228, Neg. LLF: 2764.997043836499\n", "Iteration: 26, Func. Count: 236, Neg. LLF: 2764.9683299407843\n", "Iteration: 27, Func. Count: 244, Neg. LLF: 2764.9072624512214\n", "Iteration: 28, Func. Count: 252, Neg. LLF: 2764.8908204302\n", "Iteration: 29, Func. Count: 260, Neg. LLF: 2764.8809070851785\n", "Iteration: 30, Func. Count: 268, Neg. LLF: 2764.8805086225184\n", "Iteration: 31, Func. Count: 276, Neg. LLF: 2764.8804946750697\n", "Iteration: 32, Func. Count: 283, Neg. LLF: 2764.8804946750784\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2764.8804946750697\n", " Iterations: 32\n", " Function evaluations: 283\n", " Gradient evaluations: 32\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10339.008558818216\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 98353556373.05594\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9675.18855566697\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11719.99120695654\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3504.005988659289\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2792.4520362760277\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2823.2934381138275\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2767.4457513181706\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2766.5352212711005\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2766.584722748401\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2766.444978449892\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2766.3561256801827\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2766.222832136831\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2766.2105085701364\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2766.2097949283097\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2766.209531587484\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2766.209530064729\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2766.209526011529\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2766.2095259924718\n", " Iterations: 18\n", " Function evaluations: 163\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10343.953614577898\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61928445405.4154\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9835.235667354827\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11572.094025528575\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3505.4923303052356\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2793.413123434617\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2823.7132574906905\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2767.9284699654963\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2767.8658103515045\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2767.886405260054\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2767.866723026881\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2767.8120724598407\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2767.670221262234\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2767.3596757165096\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 37123722904.72289\n", "Iteration: 16, Func. Count: 153, Neg. LLF: 7975496351.4823\n", "Iteration: 17, Func. Count: 164, Neg. LLF: 3105.9861183539583\n", "Iteration: 18, Func. Count: 175, Neg. LLF: 4111.43525908866\n", "Iteration: 19, Func. Count: 186, Neg. LLF: 2923.2743536565226\n", "Iteration: 20, Func. Count: 197, Neg. LLF: 2813.149315929658\n", "Iteration: 21, Func. Count: 207, Neg. LLF: 2767.2629678407648\n", "Iteration: 22, Func. Count: 215, Neg. LLF: 2767.2622061486572\n", "Iteration: 23, Func. Count: 223, Neg. LLF: 2767.2622048056005\n", "Iteration: 24, Func. Count: 230, Neg. LLF: 2767.2622048054336\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2767.2622048056005\n", " Iterations: 25\n", " Function evaluations: 230\n", " Gradient evaluations: 24\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10350.036464449051\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 105273870050.96213\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10121.493872773099\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11300.990396932904\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3507.3401204376346\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2794.7303515039875\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2823.727212812906\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2769.7348789320763\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2769.111997939427\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2769.011746252625\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2768.7893448113355\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2771.641650303258\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2768.6886906561986\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2768.637988642187\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2768.5669632698146\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2768.507679436478\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2768.506335750912\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 2768.505866836427\n", "Iteration: 19, Func. Count: 173, Neg. LLF: 2768.5058219106336\n", "Iteration: 20, Func. Count: 181, Neg. LLF: 2768.5058205238643\n", "Iteration: 21, Func. Count: 188, Neg. LLF: 2768.505820543195\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2768.5058205238643\n", " Iterations: 21\n", " Function evaluations: 188\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10359.056451379409\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 104970065947.5674\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10110.446218688594\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11306.366515155056\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3510.413225126602\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2796.690787624857\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2825.960511152702\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2771.5909795302096\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2770.782255720079\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2770.745533758989\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2770.566065889888\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2777.095731350837\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2770.4797307229433\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2770.386489840995\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2770.325735026338\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2770.324594896958\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2770.3233921438086\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 2770.323371601169\n", "Iteration: 19, Func. Count: 173, Neg. LLF: 2770.3233583251695\n", "Iteration: 20, Func. Count: 180, Neg. LLF: 2770.3233583418855\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2770.3233583251695\n", " Iterations: 20\n", " Function evaluations: 180\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10366.362495092144\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 101757595780.47324\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10824.57526250818\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10658.01020563882\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3514.0673520406135\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2798.1070345583767\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2826.223056918203\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2772.7889739379125\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2771.9864116397634\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2771.8957699632915\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2771.7164227071416\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2774.8761314932535\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2771.6295276362853\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2771.574346456776\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2771.4734475601554\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2771.440654142428\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2771.436513409383\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2771.436156275905\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2771.4360154097053\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2771.4360144748644\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2771.4360144748644\n", " Iterations: 20\n", " Function evaluations: 182\n", " Gradient evaluations: 20\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10371.334370725312\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 100395606675.44536\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11151.917563376905\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10417.859997317093\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3516.355279756318\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2799.187983398315\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2826.5810398855765\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2773.854210125299\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2773.085055243944\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2772.971599192294\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2772.8047899361973\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2774.0825222670137\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2772.7100254098664\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2772.652552131749\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2772.544980771292\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2772.511702718542\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2772.5059501145556\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2772.5054044782064\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2772.5052500240217\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2772.5052442674278\n", "Iteration: 21, Func. Count: 189, Neg. LLF: 2772.5052442874003\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2772.5052442674278\n", " Iterations: 21\n", " Function evaluations: 189\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10376.57809058042\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 105343941189.10077\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11466.228935814157\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10206.662086158554\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3518.7315164399297\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2800.429614401047\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2827.083260457812\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2774.9039450635964\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2774.1252418068766\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2774.0109616123414\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2773.859741790979\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2773.9302898873766\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2773.7469134324274\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2773.6836025507655\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2773.5960860874065\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 2773.552390272925\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 2773.549715029538\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 2773.548696139351\n", "Iteration: 19, Func. Count: 173, Neg. LLF: 2773.5486574896595\n", "Iteration: 20, Func. Count: 181, Neg. LLF: 2773.548656218456\n", "Iteration: 21, Func. Count: 188, Neg. LLF: 2773.5486562375863\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2773.548656218456\n", " Iterations: 21\n", " Function evaluations: 188\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10384.512799220076\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 97143150256.46295\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10170.024727782924\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11316.669836760453\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3517.086016190942\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2802.0221075269815\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2821.847099433111\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2776.705093258527\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2776.1272165041\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2776.0026490335968\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2775.7863783297335\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2778.919321589423\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2775.687340579845\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2775.6271562787447\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2775.53135435742\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2775.5044793342704\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2775.502362055053\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2775.5022659101214\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2775.502235316494\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2775.5022325025925\n", "Iteration: 21, Func. Count: 189, Neg. LLF: 2775.502232522492\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2775.5022325025925\n", " Iterations: 21\n", " Function evaluations: 189\n", " Gradient evaluations: 21\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10402.617747850203\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 101953066932.39653\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10387.03744490504\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10986.944279763698\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3517.6770422778945\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2804.7567362021346\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2833.307843203786\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2779.742850535589\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2778.7818772830997\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2778.717248408071\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2778.538580620752\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2779.972687281866\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2778.442053990362\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2778.3898781629837\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2778.3450610187565\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2778.2674973464873\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2778.2020638927133\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2778.201596273002\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2778.2008247999784\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2778.200817547701\n", "Iteration: 21, Func. Count: 190, Neg. LLF: 2778.2008146567246\n", "Iteration: 22, Func. Count: 197, Neg. LLF: 2778.2008146759395\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2778.2008146567246\n", " Iterations: 22\n", " Function evaluations: 197\n", " Gradient evaluations: 22\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10413.153811298624\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 103217334127.23773\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11254.673777414471\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10269.684876985102\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3520.955491923819\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2806.0621090487753\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2833.201676437441\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2781.052483687067\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2779.8277193372173\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2779.7991984219334\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2779.656182336985\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2780.050219538988\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2779.550456656033\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2779.5013556085264\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 2779.4543781177817\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 2779.3483203003607\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 2779.296427772844\n", "Iteration: 18, Func. Count: 166, Neg. LLF: 2779.2917929908126\n", "Iteration: 19, Func. Count: 174, Neg. LLF: 2779.290173439099\n", "Iteration: 20, Func. Count: 182, Neg. LLF: 2779.290063570518\n", "Iteration: 21, Func. Count: 190, Neg. LLF: 2779.2900540592154\n", "Iteration: 22, Func. Count: 197, Neg. LLF: 2779.2900540790597\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2779.2900540592154\n", " Iterations: 22\n", " Function evaluations: 197\n", " Gradient evaluations: 22\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10405.353996655675\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 86129868660.43872\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8932.322603327812\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12648.979265815318\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3527.7150186761774\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2808.8624972463194\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2841.226952976929\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2784.169642060718\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2783.2348598509398\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2783.15777706629\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2782.916942750334\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2782.8490407849104\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2782.8456815331992\n", "Iteration: 14, Func. Count: 129, Neg. LLF: 2782.845309764052\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2782.8452882320407\n", "Iteration: 16, Func. Count: 144, Neg. LLF: 2782.845288231937\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2782.8452882320407\n", " Iterations: 16\n", " Function evaluations: 144\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10411.846006551803\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 105415890236.55667\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6516.558777041355\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 17387.135266664547\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3547.5064653866157\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2820.179078759394\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2834.1989921329714\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2794.310860367036\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2791.7007777063686\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2791.699558672908\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2791.7017159532097\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2791.696945012788\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2791.6967464793834\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2791.6965214172033\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2791.696511131035\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2791.696510579003\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2791.696510579003\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10425.394089148072\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72549359601.44865\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7318.786489071204\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 15147.900574760504\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3545.5663614981995\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2821.1024805576644\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2834.962711862335\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2795.4238256623544\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2793.3133926633936\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2793.314026257627\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2793.315979490535\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2793.303311044195\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2793.3033057347093\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2793.30330188253\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2793.303284822532\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2793.303260348408\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 2793.30095374439\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 2793.088618567246\n", "Iteration: 19, Func. Count: 172, Neg. LLF: 2793.073411116913\n", "Iteration: 20, Func. Count: 180, Neg. LLF: 2793.061203365501\n", "Iteration: 21, Func. Count: 188, Neg. LLF: 2793.0602988692\n", "Iteration: 22, Func. Count: 196, Neg. LLF: 2793.059767949372\n", "Iteration: 23, Func. Count: 204, Neg. LLF: 2793.059763355135\n", "Iteration: 24, Func. Count: 211, Neg. LLF: 2793.0597633560405\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2793.059763355135\n", " Iterations: 24\n", " Function evaluations: 211\n", " Gradient evaluations: 24\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10424.343150614563\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 90954526600.13239\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7274.141835184268\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 15240.909075011032\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3548.445888802763\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2822.5129542756586\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2836.6588703249136\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2797.023766999285\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2794.9117488478905\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2794.9400221069345\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2794.9053811539607\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2794.899585495207\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2794.899548280322\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2794.8995295091363\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2794.899523402519\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2794.899523400997\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2794.899523402519\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10453.620883527521\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 103309270064.13129\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7819.028412655879\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14117.66743236754\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3553.105197637998\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2827.9602894833365\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2819.168529502717\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2801.7621494523355\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2797.1872797275278\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2797.1828745922157\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2797.1822326987863\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2797.1816629246932\n", "Iteration: 13, Func. Count: 121, Neg. LLF: 2797.2371703790504\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2797.184438304418\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2797.1798510726503\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2797.1793508728038\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 2797.179298359237\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 2797.1792954658176\n", "Iteration: 19, Func. Count: 171, Neg. LLF: 2797.17929485023\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2797.17929485023\n", " Iterations: 19\n", " Function evaluations: 171\n", " Gradient evaluations: 19\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10462.09429794897\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 102676208169.49292\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8001.58753137379\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13854.725912973185\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3554.9294773780193\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2829.3731934956136\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2823.931514178678\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2803.7148135547513\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2798.8284215614967\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2798.830461210553\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2798.8244631533344\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2798.8237855786674\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2798.8232410555556\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2798.823094783059\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2798.823079370531\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2798.8230793696875\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2798.823079370531\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10477.542750463643\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 101032106341.19977\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8233.66800181827\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13506.10026379551\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3555.8894097471634\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2831.117713942531\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2826.8295352071455\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2805.514335059699\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2800.651546753291\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2800.653470945021\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2800.6487753047336\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2800.6480666498596\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2800.647752705225\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2800.647744284661\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2800.6477400341164\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2800.6477400333033\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2800.6477400341164\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10483.05428208144\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 101621831778.2952\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8547.757251678522\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12999.761133346803\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3557.387810800663\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2831.9765661683546\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2847.914008230927\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2806.9227818536783\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2802.1536877461754\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2802.152035103034\n", "Iteration: 11, Func. Count: 105, Neg. LLF: 2802.1514375563465\n", "Iteration: 12, Func. Count: 113, Neg. LLF: 2802.1513519966975\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2802.150723645047\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2802.150718151848\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2802.150718151774\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2802.150718151848\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10487.050414821111\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 92656803137.52364\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8756.32046913\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12696.986469289346\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3559.1586166195866\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2833.249964887435\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2849.3831609243657\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2807.88950994639\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2803.5782922175677\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2803.5879766518456\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2803.5740618890222\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2803.573388944146\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2803.573235460107\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2803.573233692449\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2803.5732336921265\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2803.573233692449\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10478.601097961902\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 104416336010.54997\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8292.033587263599\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13373.264174221684\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3566.1037687611815\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2836.0863469951373\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2832.8254292616507\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2810.1013919343623\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2805.4578443164687\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2805.471232510818\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2805.4527682955018\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2805.452104306888\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2805.451931096065\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2805.4519278857224\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2805.4519278854686\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2805.4519278857224\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10466.926103475194\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85758399137.24274\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7878.7522564921455\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14108.613776137792\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3572.0120975410923\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2839.2158678591954\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2824.801410283372\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2811.4695436887487\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2807.258982785038\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2807.2956812978887\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2807.2493469339493\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2807.248755983246\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2807.248544442683\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2807.248528322868\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2807.2485270729526\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2807.2485270733005\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2807.2485270729526\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10439.849292578394\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 69600611296.49367\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6831.540661979385\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 16650.670419588583\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3577.0538908118415\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2838.025585480382\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2852.6682009063293\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2811.9826026290166\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2809.795054812625\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2809.8423960355617\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2809.7807093533625\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2809.779861183932\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2809.7798075869923\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2809.77977515181\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2809.7797744831655\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2809.7797744831655\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10434.864826036834\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 95850415783.40985\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6765.430011229209\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 16886.871781756166\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3581.709923042017\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2839.7667528526817\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2854.506019928229\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2813.5228814773627\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2811.3680747682088\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2811.4075061539297\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2811.349935151914\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2811.3490008955114\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2811.348955626823\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2811.34892508171\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2811.3489250805956\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2811.34892508171\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10454.189201560279\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 112321896100.34892\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7232.369777530089\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 15589.005104347329\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3580.769486506975\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2840.8673179172715\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2855.766970611863\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2814.8762108557994\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2812.8566884004094\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2812.9273978812653\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2812.8288827242823\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2812.8269894036525\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2812.826961617464\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2812.8269461378977\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2812.826946138858\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2812.8269461378977\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10470.19109244644\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 110641781603.30484\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7628.326867101921\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14726.921560683477\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3584.6262149678532\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2848.5811792172553\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2829.4443913043315\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2818.120098520813\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2814.4060935564235\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2814.4240805207064\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2814.363481065352\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2814.3633651828827\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2814.363341904157\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2814.363337731918\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2814.3633377323868\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2814.363337731918\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10485.217504622331\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 109097981860.93112\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7995.012271942388\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14062.917783662782\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3584.876161572186\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2848.894489005198\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2832.2471182828795\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2819.8725214510064\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2816.0090529023864\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2816.0696728310204\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2815.973959333206\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2815.9713801313183\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2815.9713071445804\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2815.971282479584\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2815.971281369888\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2815.971281371028\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2815.971281369888\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10482.921508946194\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 78167882824.50827\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7661.357409823733\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14668.511165202472\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3588.608068296601\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2852.203796691985\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2832.786840891561\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2821.5884990426234\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2817.8796981909745\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2817.885022925846\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2817.8304876372003\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2817.830369642159\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2817.830358596273\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2817.8303553094574\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2817.8303553096175\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2817.8303553094574\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10496.745581207557\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 109827861207.80328\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8181.786091419302\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13708.499267073805\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3588.9512412718177\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2851.3746097126955\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2837.25034874606\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2823.1701940928488\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2819.17209761307\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2819.1997661843593\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2819.146639984065\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2819.145268108822\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2819.145197553178\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2819.1451747219726\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2819.145174104264\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2819.145174104264\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10505.270600651078\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 109683760021.93172\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8475.17095569713\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13241.152553519958\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3589.9581486975258\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2851.98108065847\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2843.610477657923\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2824.5758845505047\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2820.465936647379\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2820.479063655601\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2820.4373812961358\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2820.4360087085797\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2820.43594282883\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2820.4359259325033\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2820.4359259325197\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2820.4359259325033\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10516.983416095101\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 96280494624.81111\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8967.402154796313\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12570.946234593164\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3590.3452398579916\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2852.0515205618103\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2868.28204857846\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2825.406701412973\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2821.684230917791\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2821.684463937591\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2821.6558512622923\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2821.6548197253096\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2821.654754823173\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2821.654739980561\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2821.654739980494\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2821.654739980561\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10530.416398612855\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 107980766429.22453\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9528.51709042663\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11915.745799565306\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3591.28289328381\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2852.7888326557445\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2869.5971409677795\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2826.0209301348386\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2822.9755893790543\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2822.932595057443\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2822.9245299507675\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2822.9243844257044\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2822.924382726116\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2822.924382727194\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2822.924382726116\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10543.21153862396\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 105825717738.40677\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10196.870113464567\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11199.942896888768\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3594.1397396533243\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2854.746568916429\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2869.6150057835735\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2828.304707093577\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2824.1796119219966\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2824.1698641843113\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2824.1423281932557\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2824.1412940028686\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2824.141260463024\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2824.1412527575026\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2824.1412527575158\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2824.1412527575026\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10549.150109978626\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 87672535363.8294\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10278.991603984196\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11137.337339680114\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3595.8152967343513\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2855.8295620697318\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2870.934174664891\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2829.2053892751605\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2825.47131751295\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2825.456373662192\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2825.4265498031054\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2825.4252294597627\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2825.425206241919\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2825.4252004483733\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2825.4252004484592\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2825.4252004483733\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10560.440738996564\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61374790819.096756\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10892.575335622802\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10609.519833062252\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3599.0475065735427\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2857.8920471607626\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2865.9655025991747\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2832.077774850692\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2826.6277989115097\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2826.624247095826\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2826.601521083895\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2826.6008855058226\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2826.6008543009366\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2826.6008486221403\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2826.600848621473\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2826.6008486221403\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10549.029307920882\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 108526213895.65518\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8327.987504851488\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13497.52904558119\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3599.6032590359637\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2860.846019087139\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2851.53211232812\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2833.2675792777027\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2829.3239043410094\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2829.330412221283\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2829.2891845826953\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2829.287493247742\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2829.2874494312873\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2829.287438940595\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2829.287438940648\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2829.287438940595\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10557.855256262003\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 107939385972.29532\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8468.878942088657\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13320.662826627864\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3601.5424470518046\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2861.757724649963\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2862.202632240525\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2834.7384838897\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2830.733170168697\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2830.7355304690036\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2830.713136808119\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2830.7124743646245\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2830.712412743531\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2830.7124003878457\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2830.7124003869076\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2830.7124003878457\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10562.894164667057\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 107992412686.20453\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8497.96093943334\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13303.455836474594\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3603.4378469678504\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2862.700755733456\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2878.063951676546\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2836.1169175631994\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2831.9588212535527\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2831.9617740864715\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2831.9393107173782\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2831.9387179899404\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2831.938670194256\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2831.938662118202\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2831.9386621176263\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2831.938662118202\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10562.772577518368\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 109500111152.66518\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7835.556686808171\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14348.00425817757\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3606.9060966027096\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2867.6848374249985\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2850.221294909037\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2838.7218935346937\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2834.463564491821\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2834.522737325902\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2834.42135423696\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2834.418511336\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2834.418480940987\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2834.4184785668003\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2834.41847856623\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2834.4184785668003\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10563.643488721078\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 111310360467.90916\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8037.397748889031\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13969.896934706212\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3609.012370000314\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2868.8757518117704\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2853.8418827618693\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2840.709338263482\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2836.431530724081\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2836.406063618009\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2836.380806954576\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2836.380585021998\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2836.3805827697643\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2836.38058276863\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2836.3805827697643\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10574.737438940649\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 110642746810.26457\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8535.999023103817\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13217.981324368573\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3608.626784426072\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2867.8995250456883\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2884.398609311732\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2841.6284683868744\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2837.603203604289\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2837.6204354896354\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2837.5725602610137\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2837.5712709380705\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2837.571237237459\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2837.5712321519704\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2837.5712321519964\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2837.5712321519704\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10579.14416549923\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 91712124006.34793\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8507.554144067213\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13269.074800638185\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3610.755633032765\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2869.255402079264\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2886.0139167640955\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2842.908387022195\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2839.0670330091343\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 2839.0864988514004\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2839.034284249198\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2839.032837705632\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2839.0328060441225\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2839.032801772809\n", "Iteration: 15, Func. Count: 137, Neg. LLF: 2839.0328017727356\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2839.032801772809\n", " Iterations: 15\n", " Function evaluations: 137\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10591.580019351557\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 72213312898.90446\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9073.026063905643\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12549.39555684234\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3610.0037077309116\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2868.899919980908\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2888.0026534924327\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2842.5671112715786\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2840.2434417253685\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2840.197961249615\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2840.178083078982\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2840.1779705413846\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2840.1779624157366\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2840.1779611165375\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2840.1779611174443\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2840.1779611165375\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10598.64189338234\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 110055755394.60849\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9193.926788837221\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12422.298140445553\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3611.11815121751\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2869.879253383938\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2889.4203436345806\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2843.7013080129486\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2841.611955743492\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2841.554698071195\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2841.5316762971142\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2841.5315372713785\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2841.53151936434\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2841.531516594177\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2841.5315165953125\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2841.531516594177\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10608.950555817664\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 59439373827.213326\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9395.788225897035\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12225.533965734528\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3612.1018623185355\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2870.9225259449167\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2890.6074930333007\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2844.902966096826\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2843.024816917553\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2842.9407037398014\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2842.9199852574966\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2842.9197607119067\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2842.91971344206\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2842.9197069098423\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2842.9197069112183\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2842.9197069098423\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10613.368556707483\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 109229196827.57198\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9203.157326079756\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12469.49034095891\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3614.020151529954\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2872.4103628911307\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2892.2340877396964\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2846.295693282509\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2844.366849853959\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2844.2983168163164\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2844.276615607731\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2844.276440427072\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2844.2764089629777\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2844.2764044403198\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2844.276404441508\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2844.2764044403198\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10624.920475611323\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 70501374991.62473\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9732.638239450178\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11939.437749383223\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3614.105309813488\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2872.700170795557\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2880.5344651968135\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2847.1400566043776\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2845.5231037123485\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2845.3651936177976\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2845.355015357268\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2845.3529072614892\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2845.3522907979373\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2845.3522040054695\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2845.3521932802714\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2845.3521932813646\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2845.3521932802714\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10636.108175680067\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 107256692781.38106\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10220.12722208206\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11475.256834510621\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3615.2782535121146\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2873.6031894306393\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2872.724469862378\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2848.240338806808\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2846.59447189547\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2846.3892902736293\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2846.384398329388\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2846.38319715721\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2846.3827666976963\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2846.3827182302884\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2846.38271321312\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2846.382713213442\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2846.38271321312\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10644.910784911288\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 46318506422.14305\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10549.522528176229\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11185.150424173822\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3617.5480087120122\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2874.962424657862\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2872.90758182207\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2849.535783124671\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2847.850125940871\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2847.64459981284\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2847.6409816465734\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2847.6402546027102\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2847.6399220581643\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2847.6398908103715\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2847.639888624655\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2847.639888624721\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2847.639888624655\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10645.280226763523\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 74815465466.1369\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9535.778318467801\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12240.773634445271\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3618.025654077635\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2876.397861455638\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2878.800823783138\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2850.9177696311945\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2849.3592732085954\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2849.2001203711225\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2849.1894413219243\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2849.18758424726\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2849.1870052158847\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2849.1869329017704\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2849.186923555507\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2849.186923556477\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2849.186923555507\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10656.5079194485\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 106300015232.70277\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10200.879140957903\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11612.690453893909\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3618.9168557523953\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2876.910151925794\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2867.4040769755106\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2851.9184677501225\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2850.4004558107795\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2850.1966381696807\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2850.1874553972457\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2850.1866188963886\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2850.1861472138767\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2850.18609394726\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2850.1860856067105\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2850.186085606891\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2850.1860856067105\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10663.889892430161\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 106092069753.34479\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10046.492998090112\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11790.356256255505\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3619.4865770478514\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2878.167127205712\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2867.3271154617178\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2853.314225260593\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2851.7940922623743\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2851.6384043265625\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2851.6188486399533\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2851.618600821281\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2851.6185271813365\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2851.6185149478615\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2851.618514281631\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2851.618514281631\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10676.080094458535\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 105029972726.4158\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10758.18856913602\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11138.260286628534\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3622.128002438678\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2879.3999058695836\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2869.41767525276\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2854.352802111862\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2852.8056648945285\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2852.591859200623\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2852.587268668298\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 2852.5868675273477\n", "Iteration: 13, Func. Count: 122, Neg. LLF: 2852.586609127431\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2852.586577269257\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2852.5865760970573\n", "Iteration: 16, Func. Count: 145, Neg. LLF: 2852.586576096811\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2852.5865760970573\n", " Iterations: 16\n", " Function evaluations: 145\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10679.810911275217\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 105626287711.6909\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9996.055825238815\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11863.355344266784\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 3621.8758797713726\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 2880.9961143942273\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 2870.883463787148\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 2856.117984544262\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 2854.624809716569\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2854.466103325128\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2854.4468256309615\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2854.4465408433794\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2854.446441031727\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2854.446423640359\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2854.446423044379\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2854.446423044379\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10582.375957979228\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 125875469130.48491\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4044.940990623899\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 49780.85970199728\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3681.9602152674047\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2951.454946565367\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2874.7172740282926\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2862.882154417481\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2861.924276342128\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2861.7572680663598\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2861.792319428965\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2861.684257147066\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2861.683977730012\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2861.6839766950616\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2861.6839766954945\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2861.6839766950616\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10592.276707946809\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 125752473362.91206\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4275.151889932925\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 40284.081949832784\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3680.2898935839794\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2953.983480887574\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2871.2051709727684\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2864.48468377409\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2863.388577560144\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2863.180960118493\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2863.2243213977195\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2863.1249921013414\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2863.1247450179326\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2863.1247439931385\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2863.1247439932836\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2863.1247439931385\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10601.354856972363\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 119474692796.4184\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4390.39989112868\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 37103.56252622956\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3678.8219770556466\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2955.1522074373493\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2881.122495741247\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2865.307667793275\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2864.809390312902\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2864.6414620869655\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2864.551809363629\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2864.535433665537\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2864.535332970139\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2864.535331402687\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2864.5353314027834\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2864.535331402687\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10604.725962726565\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 120599594783.35376\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4414.041702933678\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 36541.05536685161\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3679.8547780776644\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2955.523438980975\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2878.121323159444\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2866.683243572158\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2866.1000546149307\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2865.952152950337\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2865.8529508422944\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2865.8516217092442\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2865.848541077842\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2865.8485384780233\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2865.8485384782343\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2865.8485384780233\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10606.64129589103\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 117093522795.3186\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4404.930770623641\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 36808.21398440901\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3682.2103973963694\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2955.7217020035932\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2885.4181921065087\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2867.9299805176447\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2867.4891928720326\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2867.3511585290244\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2867.2261776787295\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2867.229558666604\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2867.223717562273\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2867.2237100234156\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2867.2237100232005\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2867.2237100234156\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10615.630687181048\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 125611485012.30228\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4483.293751130967\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 35061.931370540835\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3682.051754168946\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2956.7675054059328\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2885.82537815288\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2869.3587475245204\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2868.942423832392\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2868.8403822928713\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2868.6825726434854\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2868.682421848175\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2868.682372343044\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2868.6817553053506\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2868.6817553054716\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2868.6817553053506\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10621.617276270297\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 120825793920.98358\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4603.337935779816\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 32679.93022400101\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3681.4399024906484\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2956.570938218772\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2890.7012905344823\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2870.457206812003\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2870.118629062272\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2869.9725066614697\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2869.839354365665\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2869.8411397625478\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2869.838216349515\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2869.838201153835\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2869.8382011537296\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2869.838201153835\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10629.480499822175\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 118933177958.00204\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4725.276323716718\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 30673.906487440647\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3680.9233044228386\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2947.014972749414\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2885.9549597625864\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2871.9041458858737\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2871.439550893051\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2871.2832287046444\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2871.1714992850107\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2871.171419572417\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2871.171116823115\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 2871.1708465105557\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2871.170846510826\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2871.1708465105557\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10638.004721544647\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 110975227897.26678\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4918.547729874823\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 28024.73735736394\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3679.561982895489\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2935.8093699872934\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2880.163874799703\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2873.564275757987\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2872.7016685389985\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2872.5500663065022\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2872.4893892479568\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2872.453734930712\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2872.4535488324555\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2872.453547884078\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2872.453547884078\n", " Iterations: 14\n", " Function evaluations: 133\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10641.97433567488\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 81381756480.31241\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5034.065708208635\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 26740.805907523587\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3679.8196303024333\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2930.617850464466\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2879.6153617927725\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2874.892097528998\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2873.783161428816\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2873.6267039128916\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2873.5624898295564\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2873.5365439886104\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2873.5363930777617\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2873.5363920071736\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2873.5363920074183\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2873.5363920071736\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10646.73756453363\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 125509699913.46921\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5186.118664732697\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 25277.15278002565\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3679.53940866448\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2925.3405927178437\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2879.102425068917\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2876.3598103758536\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2874.8330088586818\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2874.6224087639052\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2874.581662049677\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2874.5788403395322\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2874.578280159112\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2874.5782669283335\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2874.578266929034\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2874.5782669283335\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10651.51026577704\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 125539273521.64795\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5229.873744329139\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 24933.704786242415\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3680.8620473030196\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2924.3716882495983\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2879.950473194188\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2877.606713890809\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2875.9948089738514\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2875.771929512113\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2875.737194215697\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2875.737216458945\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2875.736048903028\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2875.7360461975472\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2875.7360461974995\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2875.7360461975472\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10653.882792642496\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 107664894128.84724\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5107.447965246893\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 26166.308953375003\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3684.4149374750896\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2929.1161820707066\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2882.5339051883416\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2878.8045321073655\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2877.575577035058\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2877.3820066111894\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2877.3307550908744\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2877.3261334090744\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2877.3256702269427\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2877.325669299121\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2877.325669299121\n", " Iterations: 14\n", " Function evaluations: 133\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10663.424408604398\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 126342653573.05621\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5459.326923555056\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 23147.236087423145\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3682.1819319333035\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2921.593221383855\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2880.9884563095884\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2882.983427390257\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2878.8414407784367\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2878.561873998804\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2878.553534001387\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2878.5529085869684\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2878.552189782132\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2878.5521821440952\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2878.552182143534\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2878.5521821440952\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10669.774995411753\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 118018776410.54391\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5746.399391911981\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 21323.6311095282\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3681.2667551286177\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2917.995394296597\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2881.2401391651956\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2891.383768655191\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2880.0135109998428\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2879.6835669444317\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2879.6806975288428\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2879.6813485796656\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2879.6804646159353\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2879.680462787346\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2879.6804627867464\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2879.680462787346\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10673.360216619869\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 114057242637.20776\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5880.422910455256\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 20640.01948263227\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3681.9978689255245\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2917.0616777292844\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2881.9116194721405\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2902.5700119317326\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2880.972422110045\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2880.6824181825295\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2880.6808713323717\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2880.680267066723\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2880.6800882112884\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2880.6800858580414\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2880.680085857236\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2880.6800858580414\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10639.364217406815\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 116903172887.14319\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3593.7433719433675\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 22912.320245892966\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3722.8171920435393\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2994.6806945016842\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2893.4323520297003\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2903.156274241661\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2887.997923678732\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2889.3790952349123\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2887.695297942668\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2887.655585228111\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2887.6549810882607\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2887.654929631051\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2887.6549285411566\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2887.65492854114\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2887.6549285411566\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10651.295947623075\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 111792533438.4391\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3613.684066777205\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 28525.68244343438\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3716.528859070558\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2991.3977563788403\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2891.5674253013685\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2957.983167491676\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2889.2758985596383\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2889.005219791456\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2888.998164574483\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2888.999500909681\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2888.9973451548944\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2888.99732909703\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2888.997329096565\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2888.99732909703\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10660.352875802968\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 115804237483.83014\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3663.8971171127537\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 86214.57307425424\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3699.4208324677293\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2991.9417564347305\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2893.940832184143\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2939.3185091606547\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2890.782937565221\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2890.5530831316073\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2890.5288779937664\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2890.4939934843687\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2890.493867178886\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2890.493859765291\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2890.4938597657037\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2890.493859765291\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10662.703131902736\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 92152618861.61652\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3724.257992840724\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 95064.82630038535\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3700.083185073372\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2993.255538020431\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2894.9274498236173\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2945.348020575766\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2892.0147126570578\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2891.7569158380506\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2891.764783794239\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2891.7511214936394\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2891.7401555124375\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2891.74012680623\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2891.7401268074636\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2891.74012680623\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10662.343851898713\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 116271845119.239\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3703.6724804108844\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 100601.95219345833\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3699.2949220991527\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2994.4368643564912\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2896.652616675986\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2934.8182808124548\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2893.5375982832575\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2893.2810508070415\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2893.293755294731\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2893.253109276995\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2893.2529764298606\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2893.2529694414607\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2893.252969442307\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2893.2529694414607\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10665.919154033681\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 111095814283.39554\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3754.5515040978617\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 88065.25354570827\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3698.278902563147\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2995.226858362378\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2897.82023414413\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2930.9510956029994\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2894.71433143809\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2894.448552684738\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2894.459609600134\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2894.4457587294064\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2894.4339395284555\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2894.4339097840048\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2894.4339097848388\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2894.4339097840048\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10673.56882839707\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 115751064971.73218\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3826.323248122473\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 75365.06794316518\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3697.647183584955\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2995.1983523168224\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2900.0266367875615\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2909.6047894342605\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2895.903738091666\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2895.700201578765\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2895.679712901165\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2895.5820560341435\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2895.5818391641124\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2895.581817926958\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2895.5818179256657\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2895.581817926958\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10681.56828096733\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 115497799571.99658\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3903.022225491575\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 65808.34464625816\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3698.1758747501835\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2995.8891960196497\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2901.7077589272853\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2906.745489445782\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2897.166511057325\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2896.97916046513\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2896.972211348132\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2896.842130726158\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2896.841885704708\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2896.8418604539083\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2896.8418604519284\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2896.8418604539083\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10693.16346635903\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 115205969103.62482\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3981.646914713469\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 58590.27684563081\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3701.7256887385206\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2997.0776101764977\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2903.69012222724\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2905.3956781671545\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2898.5980200413815\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2898.3998416558943\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2898.4180379839468\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2898.2899231963534\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2898.2896465297013\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2898.2896211241996\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2898.2896211229313\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2898.2896211241996\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10702.068068759636\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 115254916748.27858\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4113.231781285206\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 49742.161180916024\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3701.9216096098394\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2997.0327670394176\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2905.3650732416127\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2903.9425345355153\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2899.6783160117648\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2899.461409652007\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2899.523081304029\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2899.396106737443\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2899.395833020566\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2899.3958172991206\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2899.3958172991074\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2899.3958172991206\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10710.503218351276\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 83017607441.5714\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4241.993982266495\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 43721.78875131217\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3701.5514161438286\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2996.484016829802\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2907.6507115096274\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2903.2214641895807\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2900.7845712518433\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2900.6300504592077\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2900.653782623186\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2900.526003512329\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2900.5256346749948\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2900.525615981691\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2900.5256159813907\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2900.525615981691\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10716.477292164294\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 115360758308.3983\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4306.522316809697\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 41320.637095718776\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3698.6154329003352\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2996.2852280793795\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2908.849855493007\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2903.8323143706893\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2901.873510747227\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2901.697549398236\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2901.7524690904734\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2901.6265410750325\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2901.626200658054\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2901.6261921390205\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2901.626192138948\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2901.6261921390205\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10728.329995320692\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 115115897863.60503\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4390.30563665683\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 38661.67859366731\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3697.7369182818293\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 2996.133501465118\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2910.6997700052357\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2904.4650604590697\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2903.0256982062915\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2902.8549776658992\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2902.9119032516364\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2902.7853367483413\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2902.7849640708405\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2902.7849594384393\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2902.7849594384757\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2902.7849594384393\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10736.975675872061\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 107144521522.33023\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3974.874256800503\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 59559.562163497874\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3702.93572412959\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3003.3426184672035\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2911.97454751027\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2910.544573862926\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2905.6651416185114\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2905.6254109803313\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2905.4985528701736\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2905.372798538615\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2905.372542968554\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2905.3725099333824\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2905.3725092266895\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2905.3725092266895\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10744.40723699248\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 94341674380.4454\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4047.541690738659\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 54204.492067072686\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3701.971301644642\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3003.209529870056\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2911.891288549069\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2912.350745045021\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2906.8194408814816\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2906.594627483989\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2906.6467253635997\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2906.5139961383566\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2906.513721286365\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2906.5136995751523\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2906.5136995743933\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2906.5136995751523\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10747.966107762182\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 113326590228.16013\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4029.225104446383\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 55584.91715356024\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3700.825037819125\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3004.0617400386013\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2913.5555090585885\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2913.0365069754553\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2908.1509224136234\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2907.959064311657\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2907.9858227710292\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2907.8529247015094\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2907.852636727406\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2907.8526127169453\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2907.8526127160426\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2907.8526127169453\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10757.336391982151\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 86215825242.15454\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3701.4599985572113\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 107502.05557871264\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3705.1069746855756\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3011.2326372011266\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2916.879051673599\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2921.8665666009147\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2911.1447382129772\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2912.610581506824\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2910.843011603336\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2910.788271109346\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2910.787373472709\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2910.787328806653\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2910.787326458909\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2910.787326458585\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2910.787326458909\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10735.459646235804\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 115236539630.72159\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3549.1221636866285\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 20368.027897979144\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3778.090154695215\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3016.5603795209245\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2919.1574263899042\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2929.9321347183095\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2913.5852035072558\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2915.3991447409244\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2913.313902645875\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2913.2617670563714\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2913.261118439826\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2913.2610698961525\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2913.2610687284273\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2913.2610687283186\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2913.2610687284273\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10777.38208363633\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 115702780328.85156\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3507.7972505616412\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10472.603900199805\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4644.628313761459\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3022.9254185724803\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2921.4973641461306\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2959.858173188535\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2918.602708436111\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2918.4661792522734\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2918.443465223253\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2918.401823669387\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2918.401630557849\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2918.401621908056\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2918.401621909671\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2918.401621908056\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10781.809248197253\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 115859479953.49251\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3502.2764280134634\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12550.838783813535\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4308.163911592989\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3022.9714102427615\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2921.6730249381844\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2975.12579692111\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2920.057645986522\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2919.856356472452\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2919.8514511127605\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2919.8503312503676\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2919.850109857086\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2919.8501039357666\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2919.8501039362854\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2919.8501039357666\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10805.372605367906\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 113709356049.52025\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3507.4742061683046\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14234.699110085829\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3953.9919820922796\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3028.7197736323146\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2923.7017868412186\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2991.5675793503315\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2922.1763887365337\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2921.9602060682278\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2921.954542198829\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2921.9534313774448\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2921.953301480803\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2921.953297522096\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2921.9532975226484\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2921.953297522096\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10804.717418186921\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 98471126942.19449\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3510.757667984599\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 16312.56348523143\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3898.9485351804306\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3028.3312819588955\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2924.676896150395\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3004.5579468185906\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2923.535797213423\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2923.3279288576505\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2923.3207714001674\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2923.3200466559674\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2923.319970115985\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2923.31996955617\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2923.31996955617\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10796.823327191794\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 115901918337.75931\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3504.9764817383693\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13927.562954433353\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3995.8218281882455\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3028.598506407744\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2926.3775141915994\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3003.2661046509966\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2925.3912557264057\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2925.1884380984957\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2925.1819132701785\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2925.181319001009\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2925.1812649455132\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2925.1812649462554\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2925.1812649455132\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10787.895303737316\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 117725499811.53319\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3501.9111275569403\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13052.194026352085\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4180.614081133468\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3028.1591644119903\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2928.026323445969\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2997.507804287431\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2927.1028932334884\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2926.9088087525042\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2926.9024933547857\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2926.9020132669293\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2926.901977830502\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2926.9019778314205\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2926.901977830502\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10792.835744187372\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 117965333764.36299\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3502.4310179009262\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13669.154377717978\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4053.8360359288645\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3026.857767768329\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2929.4186478323095\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2995.2193273470757\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2928.396821005943\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2928.205472133114\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2928.19990944074\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2928.19952928197\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2928.199503947506\n", "Iteration: 14, Func. Count: 130, Neg. LLF: 2928.1995039470803\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2928.199503947506\n", " Iterations: 14\n", " Function evaluations: 130\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10804.630148101516\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 116859999630.77652\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3509.1884414645365\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 16983.36070175004\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3902.0948002705322\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3028.127285376388\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2930.9252442258767\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2996.9867374632086\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2929.736885023547\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2929.5487318941477\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2929.5415058687668\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2929.5410671008685\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2929.541036434213\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2929.5410355241934\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2929.5410355241934\n", " Iterations: 14\n", " Function evaluations: 131\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10814.16492037534\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 116504851414.9883\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3519.7390373174167\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 19674.073871950903\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3828.1476933141307\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3029.1352196599855\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2932.488234085831\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2992.7591076678614\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2930.9650484373356\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2930.7761616235834\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2930.7675107696077\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2930.766778883867\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2930.76670428387\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2930.7666989558834\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2930.766698955731\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2930.7666989558834\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10817.378001077228\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 116962303611.80261\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3522.455472992856\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 20064.6062392814\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3811.875583531548\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3030.109642585759\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2934.0316319982558\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2990.581745800239\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2932.3552466615874\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2932.168287890293\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2932.1587994333395\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2932.157781000226\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2932.157606680751\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2932.1575995591525\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2932.1575995589947\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2932.1575995591525\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10820.819913618472\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 117541369124.2537\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3521.4299244779104\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 20023.548127838585\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3807.0824743455796\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3030.8041449005873\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2935.4972799791976\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2990.414331334993\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2933.819004909109\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2933.6339961747617\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2933.62433010068\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2933.6232962376953\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2933.6231059845727\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2933.62309866833\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2933.6230986681812\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2933.62309866833\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10833.48393920123\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 112733969861.35056\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3541.3041902641435\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 21541.32303953893\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3759.8034499259093\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3032.304503908137\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2937.2234498114544\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2986.7916512554157\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2934.994832957494\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2934.8076496070044\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2934.801804176306\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2934.7969738243482\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2934.795383052081\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2934.7953304096063\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2934.7953287270543\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2934.7953287268447\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2934.7953287270543\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10842.943472429359\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 93886788831.8445\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3560.2138134372753\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 23833.41043436238\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3738.172223126815\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3033.5696539744827\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2939.2431436769252\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2983.8359821321774\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2936.264332113156\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2936.072928953022\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2936.0781230567404\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2936.069955745442\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2936.064901234173\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2936.06488622878\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2936.064886230838\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2936.06488622878\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10859.416384147977\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 115978154398.20369\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3613.4628749007557\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 47546.440020345995\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3704.2425939002123\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3035.203579014411\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2941.3366911109106\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2966.6246163395945\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2937.4115787636283\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2937.206214127513\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2937.2513539591127\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2937.2015745294048\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2937.197231677118\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2937.197207906942\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2937.1972079072866\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2937.197207906942\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10858.960472968372\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 110028885961.74448\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3558.232126858752\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 22648.891720350453\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3754.492187003204\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3037.880668675286\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2942.1185950709955\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2990.1578271329695\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2939.7045398668256\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2939.5190052641137\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2939.5159732912507\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2939.5078668127862\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2939.5062195833325\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2939.506209215183\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2939.5062084518777\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2939.5062084518777\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10876.708008266287\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 64647672194.261345\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3616.330019045967\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 47204.57721841496\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3714.2336920612734\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3039.827606815217\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2943.6068397624745\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2990.8649645865453\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2940.881853584728\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2940.690634401025\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2940.693502383292\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2940.682550672073\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2940.6800260835535\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2940.6800127987235\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2940.6800128013588\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2940.6800127987235\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10888.516807695583\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 114865909316.35513\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3638.3109260110773\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 156870.68711030635\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3711.6619012753736\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3041.896915909339\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2945.379131371118\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2992.080337960048\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2942.510054610704\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2942.316335267795\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2942.3207420074077\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2942.3099751022214\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2942.306635797615\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2942.306621047972\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2942.306621050668\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2942.306621047972\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10902.5353815891\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 113457024497.75891\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3628.0064841178887\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 58866.39104463526\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3718.450652961619\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3044.0152069305577\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2947.365510418566\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2993.997340685327\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2944.4609513498795\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2944.263889416213\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2944.2674432492654\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2944.26007362518\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2944.255940871797\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2944.2559266268586\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2944.25592662912\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2944.2559266268586\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10914.81105769083\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 84302680849.9057\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3699.7013711604113\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 121070.15635645704\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3720.635812524634\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3044.9390398927326\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2950.3842136001495\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2960.801230635376\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2945.639186815407\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2945.4482242205113\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2945.4531843412296\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2945.3778050426395\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2945.377597337204\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2945.3775840664584\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2945.3775840669364\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2945.3775840664584\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10923.16433506327\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 114623241515.99446\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3747.5882117803303\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 102183.33313409246\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3723.702006930684\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3045.9656982916076\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2953.9291938752867\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2953.172071162939\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2946.829436872159\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2946.9162193507873\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2946.663777733651\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 2946.587023476389\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2946.586798721028\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2946.586785104369\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2946.58678450179\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2946.58678450179\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10899.111547276952\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 114992471255.9754\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3530.621147836585\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12986.650517351038\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4304.42416664023\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3049.6547291004654\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2952.2124151285298\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2997.4039282363574\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2950.6109226078515\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2950.4148889003945\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2950.408976879075\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2950.4080851445833\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2950.4079207027607\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2950.4079138793973\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2950.4079138794928\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2950.4079138793973\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10905.501259461778\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 85604371170.58788\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3533.000162018043\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11697.05091455111\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4536.060773596303\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3049.910079159875\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2953.714975322992\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2994.7042769786676\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2952.1368301672615\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2951.942361821595\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2951.9368407289057\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2951.9360564980125\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2951.935917370605\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2951.9359116577552\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2951.935911657788\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2951.9359116577552\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10903.325863371787\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 116976754179.87207\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3537.0089703721324\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9109.254044620677\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4935.649746562266\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3051.2905096861687\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2955.8939221272826\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2989.527119363337\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2953.782294122753\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2953.590585348587\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2953.5836478001074\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2953.583331777116\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2953.5833384939033\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2953.5832992776172\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2953.5832976313254\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2953.583297631315\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2953.5832976313254\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10917.280103435623\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 116548355480.99713\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3530.8601222037996\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 13040.841182278695\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4318.745093128169\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3051.8084009139297\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2956.3725555885167\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3000.3150507853647\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2955.0635620199146\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2954.871920095752\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2954.865571162345\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2954.865198337656\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2954.8651736524157\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2954.865171361766\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2954.8651713617055\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2954.865171361766\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10933.065651376943\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 115876649046.12735\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 3528.5835142219644\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 15954.915265367774\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3954.9779387720555\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3052.412797359643\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2957.7085360079072\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3003.9716243226644\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2956.2972664118233\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2956.0985808729747\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2956.0923356319213\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2956.0918568995257\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2956.091791014799\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2956.091787513837\n", "Iteration: 15, Func. Count: 138, Neg. LLF: 2956.0917875136547\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2956.091787513837\n", " Iterations: 15\n", " Function evaluations: 138\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10673.290417590306\n", "Iteration: 2, Func. Count: 22, Neg. LLF: 183733646619.52072\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 3543.8292423072844\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 9872.391827724716\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 4231.271367025747\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 2994.320937803528\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 2970.8348863574074\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 2970.817864444066\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 2970.5523565820104\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 2970.050057122441\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 2970.0476011593914\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2970.0474268559033\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2970.0473826207426\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2970.047380606771\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2970.0473806073987\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2970.047380606771\n", " Iterations: 15\n", " Function evaluations: 139\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10838.395627105274\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 136799818349.10736\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5390.181413165143\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 26981.83183369904\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3816.968557405651\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3088.8279407055993\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2995.3061214901973\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2978.2290210648644\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2974.956918610279\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2978.6994431317\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2988.1636374340924\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2974.790694657598\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2974.7892698082924\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2974.7891986556524\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2974.7891916965823\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2974.789191697923\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2974.7891916965823\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10909.391989213396\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 130296206335.55658\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6866.44474347731\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 16754.03393403219\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3810.8015735066288\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3097.9352711185757\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2997.6509912144984\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2979.7929662100305\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2977.1522791616803\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 2980.4589373129847\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 2977.0062919136017\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 2976.9723394539114\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 2976.9723326083868\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2976.9723326081903\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2976.9723326083868\n", " Iterations: 14\n", " Function evaluations: 133\n", " Gradient evaluations: 14\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10861.5115771286\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134692409148.25183\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6768.619470027648\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 17134.5646156029\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3815.48855149188\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3098.4403990807605\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 2999.4097596289594\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2981.808481993652\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2978.960398244284\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2982.8944267727766\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2991.395242103278\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2978.7962417203307\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2978.794826219072\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2978.794728334765\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2978.7947178154404\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2978.7947178169543\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2978.7947178154404\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10834.04307507768\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137475739450.14703\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6752.7494320298465\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 17159.18418586935\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3819.099293205456\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3098.930418217516\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3001.1149464220425\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2983.7990270321234\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2980.7431074613223\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2984.3155708012664\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2994.8050728721996\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2980.5807082008596\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2980.5794896487437\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2980.5794179693944\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2980.579409080506\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2980.5794090822255\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2980.579409080506\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10862.69940192259\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 132122995170.83673\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6430.158855639303\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 18821.927543683563\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3822.3641668333717\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3097.839734761933\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3003.0558158219137\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2986.043519273787\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2982.742995333513\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2986.2552729479908\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2998.7773223638997\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2982.586896468369\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2982.585920522103\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2982.5858811376684\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2982.58587680662\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2982.585876807735\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2982.58587680662\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10857.138863337808\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134044104055.24406\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6563.315323648729\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 18133.840229420006\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3826.0319663893606\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3098.442527043865\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3004.7263767353866\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2987.886107571164\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2984.477493931342\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2984.347409057734\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2985.165527794864\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2984.3499777259963\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 2984.3238048199482\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 2984.322028388351\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 2984.322022518255\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 2984.32202251753\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2984.322022518255\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10826.302991358132\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 139215591187.9901\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6570.089779454407\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 17995.28233822641\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3831.622501574671\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3097.080439472782\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3006.569208557492\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2989.909080831364\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2986.386257369403\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2986.347110401467\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2987.418087705296\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2986.2447448967464\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2986.2421840022425\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2986.2410394314347\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2986.2410349533952\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2986.2410349538686\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2986.2410349533952\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10789.872802655962\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 145029141588.80597\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6531.958141379463\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 18077.19917365338\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3837.7517362770795\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3095.855660724371\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3008.311953809498\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2991.836918360831\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2988.209497494279\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2988.1740723830562\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2989.202934441281\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2988.074866851285\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2988.0728219945186\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2988.0720388872005\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2988.0720268709274\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2988.0720262913446\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2988.0720262913446\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10838.690553732209\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 138641233499.51996\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6299.65308030475\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 19520.339868366333\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3839.5660601487252\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3095.3679402925977\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3010.3682049533663\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2994.1054443456733\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2990.2958060250394\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2990.259873339215\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2991.312728641834\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2990.164443480951\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2990.1624932027435\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2990.1617801251077\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2990.1617756467786\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2990.161775647285\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2990.1617756467786\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10833.322609323845\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 138748022141.01373\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6165.259334882321\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 20364.735380234437\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3845.087781163174\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3094.3424490774505\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3011.877105225537\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2995.9221497756066\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2991.892360840461\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2991.855981246337\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2992.903121619874\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2991.764026917422\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2991.762352182075\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2991.761825324377\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2991.7618179124374\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 2991.761817913169\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2991.7618179124374\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10833.04062715754\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 139036033296.39258\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6020.986342887882\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 21338.018846975316\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3849.754941429828\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3093.0362643381814\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3013.2884963547563\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2997.8138483143666\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2993.4400146695666\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2993.40667278771\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 2994.4783280942343\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 2993.31207472489\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 2993.309328462639\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2993.306550859492\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2993.3065303822295\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2993.306530380381\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2993.3065303822295\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10834.457896841774\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 138849062227.56586\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5866.639934844967\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 22510.936092143325\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3854.587251366789\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3091.8524057544005\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3014.709697055751\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 2999.601293474762\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2994.9551105380838\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2994.9210054909836\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2995.9074522315527\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2994.8325194679373\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2994.8307690874126\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 2994.830259932675\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 2994.830209254101\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2994.8302066272477\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 2994.8302066272336\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2994.8302066272477\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10843.410040216706\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137711266291.0914\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5645.750034151286\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 24561.353731210533\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3859.3110796680353\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3091.0001322121216\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3016.199874227778\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3001.5486028217238\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2996.5628498459664\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2996.5273342064743\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2997.5026658217976\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2996.438966185436\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2996.4383965024163\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2996.435419118271\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2996.435405638448\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2996.4354056379443\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2996.435405638448\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10846.864036588657\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137466325063.19128\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5473.803534622882\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 26436.524358620605\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3864.697916388354\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3090.2574695472713\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3017.6030100734847\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3003.271855519411\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2998.0471373766745\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2998.011907056661\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 2998.99166371033\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2997.930011839608\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2997.9293508317305\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2997.9270443834357\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2997.92704023634\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2997.9270402361212\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2997.92704023634\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10861.404720430199\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135786252449.2903\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5257.460562452636\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 29499.491927863604\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3868.309130666648\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3090.6166924224362\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3019.2765835521222\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3005.343932972121\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 2999.7846347092673\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 2999.746899588642\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3000.7199431907375\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 2999.6656027799413\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 2999.6653703226903\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 2999.6619072258404\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 2999.6619054698613\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 2999.661905469805\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 2999.6619054698613\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10882.565806612698\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 132918615736.73856\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5000.743739546125\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 34596.13090737188\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3865.9267367135267\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3093.6535712257987\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3021.71811095212\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3008.4237780493163\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3002.220596310689\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3002.172576896508\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3003.1755340343198\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3002.085981605003\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3002.089616653047\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3002.0774986195747\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3002.0774977873853\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3002.0774977873853\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10887.154639624734\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 112728901624.16817\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5123.476949017249\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 32277.233489127655\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3868.8618103026756\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3094.487102255328\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3023.340837140871\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3009.6224482585158\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3003.8676175261967\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3003.826719300141\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3004.797382366549\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3003.740248438651\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3003.740909623053\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3003.735636841219\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3003.7356327438592\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3003.7356327435486\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3003.7356327438592\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10893.915710741985\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 133887798518.77428\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5077.827034973632\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 33186.720762968645\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3873.5525432824907\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3094.489989544948\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3024.6641549298556\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3011.0212005056374\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3005.2634082285367\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3005.2269465822956\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3006.2706419611386\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3005.135965722207\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3005.1371007213406\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3005.13431136854\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3005.1343082242565\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3005.1343082240023\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3005.1343082242565\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10896.55789580768\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134418809866.41876\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4986.6450699599445\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 35087.803399182456\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3877.7745129721893\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3094.2871806336007\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3025.8933705068193\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3012.3311370613346\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3006.602879562828\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3006.5690067449677\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3007.531137866281\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3006.491621845702\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3006.4915943088763\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3006.4855675344756\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3006.485563769756\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3006.4855637703768\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3006.485563769756\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10905.42454243033\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 123337687101.52763\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4874.003477981373\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 37924.164171313074\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3881.3892937627306\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3094.348354751807\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3027.197008533866\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3013.6885588286914\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3007.9816894841933\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3007.9500169780536\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3008.9542092653382\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3007.868140247719\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3007.8685196207653\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3007.8672541683873\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3007.867251562496\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3007.8672515620074\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3007.867251562496\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10914.893427862382\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 133845227609.97289\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4760.728895505214\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 41343.332850106795\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3884.9549984552486\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3094.5335687955267\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3028.485315652371\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3014.9518984560264\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3009.3473168000264\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3009.3182228199876\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3010.313641031679\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3009.241741245286\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3009.2419109079974\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3009.2410005139013\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3009.240998781474\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3009.2409987811407\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3009.240998781474\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10906.934910694636\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 100511356594.3226\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4886.146522024335\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 37919.104297338185\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3884.4677959696864\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3098.0636476353284\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3030.8592654715007\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3017.2573173321857\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3011.624921791638\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3011.594576530062\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3012.5755033612895\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3011.5219519665834\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3011.520989413022\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3011.5174390744646\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3011.5174340253843\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3011.5174340259846\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3011.5174340253843\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10924.20325772973\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134439312756.89455\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4823.21380449717\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 40205.961611344115\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3886.3837407841634\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3098.8292276165885\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3032.353427722166\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3018.6120053832983\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3013.1206775881383\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3013.0899331931914\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3014.1858297457584\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3013.0208800995124\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3013.0201140966974\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 3013.019564215968\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 3013.0195615421644\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 3013.0195615423936\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3013.0195615421644\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10933.273080483192\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134236917055.04337\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4706.4258101411015\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 44246.358750728854\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3889.3574621708967\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3099.214460961536\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3033.624925480697\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3019.941203514301\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3014.474565572961\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3014.4479256324894\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3015.4666405876155\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3014.3733062508363\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3014.3731675233994\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3014.3720757245765\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3014.3720748105734\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3014.3720748105734\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10944.02146808563\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 133968896471.3032\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4602.272882019594\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 48751.880434000195\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3890.085796192479\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3099.8846608352897\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3034.9692577643427\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3021.2195174174103\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3015.852811830753\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3015.8262983145314\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3016.9088058880425\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3015.760080899914\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3015.759178948388\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 3015.7585015345503\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 3015.7584988189437\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 3015.7584988192157\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3015.7584988189437\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10956.367387637223\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 125040473121.96635\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 4507.077746912448\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 53833.08713957702\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3876.464932561763\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3101.1947000241116\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3036.206576655628\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3022.3861785706385\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3017.14756320584\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3017.122407127764\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3018.2187325369923\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3017.0555492320937\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3017.054745804512\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 3017.054285737512\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 3017.054282818106\n", "Iteration: 16, Func. Count: 146, Neg. LLF: 3017.0542828183643\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3017.054282818106\n", " Iterations: 16\n", " Function evaluations: 146\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10945.205087595263\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 130463626240.89143\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5043.899244180444\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 35013.66407619275\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3887.198097958144\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3113.3694237980235\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3041.103638535978\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3028.2032390662343\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3021.8324914833756\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3021.735679102844\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3023.541668016254\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3021.6755591978254\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3021.652471311477\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 3021.6085952732456\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 3021.605329459486\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3021.60513999007\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 3021.6051366100733\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 3021.605136609811\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3021.6051366100733\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10967.712566888837\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 125230448150.14456\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5089.058721087888\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 34624.50466639083\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3887.679790034555\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3114.8443358338864\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3042.7401007749113\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3029.489599803872\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3023.403770289692\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3023.3308512717817\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3024.7200185571755\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3023.2229220012355\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3023.2734201149333\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3023.2053026841104\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3023.2052657604395\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3023.2052657601826\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3023.2052657604395\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10963.544373414037\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 133254437027.40837\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5149.324118321523\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 33471.85492597254\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3889.2104552538217\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3116.05367682205\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3044.473520198962\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3031.011520735384\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3025.1356615400473\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3025.0680531506114\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3026.466759292476\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3024.96097090911\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3025.0152503283143\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3024.9427479631577\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3024.9427211474626\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3024.9427211472894\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3024.9427211474626\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10967.953117539128\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 133057293295.79393\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5037.95146237954\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 36073.66193186445\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3890.2104648914383\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3116.564089966588\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3045.8283175085708\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3032.479204012594\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3026.4764975813473\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3026.4229823498054\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3027.364487627815\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3026.3270920835357\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3026.324481790282\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 3026.3238427833694\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 3026.3236814450406\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3026.3236677473005\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 3026.3236677470186\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3026.3236677473005\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10961.77417630441\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134892450449.9313\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5075.084085322238\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 35257.034885488174\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3893.316252092267\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3117.783195549714\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3047.5134303078285\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3033.9757340113306\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3028.1685321729897\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3028.1178936277124\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3029.0651395667624\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3028.021076807763\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3028.0189371982497\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 3028.017493016348\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 3028.017346980087\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3028.0173277049316\n", "Iteration: 17, Func. Count: 154, Neg. LLF: 3028.017327704626\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3028.0173277049316\n", " Iterations: 17\n", " Function evaluations: 154\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10951.932732488429\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137719098878.97308\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5328.1271383095755\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 30339.894029291514\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3896.4372205137192\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3120.336000779052\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3049.458128557749\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3035.495360285425\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3030.1266079239463\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3030.078715525034\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3031.1363828556687\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3029.9778187820903\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3029.98647001515\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3029.970405279312\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3029.9703491814\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3029.9703491817945\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3029.9703491814\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10935.85636928775\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 141518225596.89835\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5628.281671623969\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 26191.382033892274\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3899.937573846859\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3123.263337088951\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3051.573994623525\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3037.179549916527\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3032.164647027096\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3032.1267586196154\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3033.167713020569\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3032.0291350824773\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3032.029014217238\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3032.0250505256404\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3032.0250466687316\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3032.0250466680427\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3032.0250466687316\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10969.150585340114\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137832071649.93997\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5591.841494550677\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 26929.142639793088\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3901.575371884166\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3125.532281485223\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3053.920950884548\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3039.665884358242\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3034.511843439139\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3034.4641599765528\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3035.5654730981146\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3034.366666117623\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3034.3836561283815\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3034.3565992132785\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3034.356584986681\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3034.356584987101\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3034.356584986681\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10971.860086360306\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 138862691835.44885\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5686.059824063418\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 25997.756403017214\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3903.468303944468\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3126.9298187684453\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3055.602617714146\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3041.175526503821\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3036.1951463468954\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3036.1522307122214\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3037.1926489298176\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3036.0535569862222\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3036.060906223286\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3036.0467957360333\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3036.0467450466504\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3036.0467450470137\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3036.0467450466504\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 10958.533331870545\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 141623006459.0888\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5770.0034470172795\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 25074.400890130408\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3906.304351659639\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3128.2080289224305\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3057.204253551642\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3042.7105966781555\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3037.8086428767774\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3037.7709020746943\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3038.827483663249\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3037.670670327455\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3037.6701919698603\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3037.666395414102\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3037.666390835937\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3037.6663908350574\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3037.666390835937\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11028.092165165268\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135786705511.11267\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6223.4737322724895\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 21450.95795477367\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3910.696592042734\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3137.3992244211445\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3062.877008789186\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3047.360110769681\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3042.7381468171425\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3042.7056376879677\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3043.9814371527427\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3042.5896456353817\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3042.582814466554\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3042.5795900086296\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3042.579525829215\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3042.5795249484117\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3042.5795249484117\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11043.031211417994\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135888094023.57181\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6574.15393055212\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 19489.21466001583\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3912.203409070894\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3140.4651543679156\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3064.6501891919206\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3048.5859091081174\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3044.401662006636\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3044.3741263247084\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3045.457701134552\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3044.278213551287\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3044.2554886403177\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3044.2547397613057\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3044.2547322392575\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3044.2547322378614\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3044.2547322392575\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11037.757942538017\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 136804481751.01065\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6480.789285781389\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 20049.18745542806\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3914.488847054182\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3140.690879498705\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3065.8714998409023\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3050.478414786718\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3045.8494419405224\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3045.8128803875\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3047.632855327248\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3045.6648224749742\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3045.6652050187895\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3045.659683177729\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3045.659670447838\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3045.6596704461945\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3045.659670447838\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11026.239704637399\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 112371459936.99388\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6479.8646267515505\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 20040.404865551034\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3918.8057782592537\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3141.4158107277644\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3067.479273405078\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3052.061477033138\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3047.4290986540877\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3047.404308707135\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3048.829223718798\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3047.2781832849932\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3047.2760597562547\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3047.2717117254842\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3047.2716984058916\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3047.271698404552\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3047.2716984058916\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11070.988698626996\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134299721238.50955\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6282.42914055933\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 21452.90403943635\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3920.1975250372316\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3142.8953262064397\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3069.9383993060615\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3054.3246397205735\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3049.66012921006\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3049.636655383061\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3050.785464911599\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3049.533261219024\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3049.5250219860186\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3049.5224722118683\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3049.522407981416\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3049.522407126432\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3049.522407126432\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11067.466011441484\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 133120332023.49252\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6149.766803372348\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 22473.330965860885\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3922.9386124847138\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3143.265680204382\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3071.4015813944175\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3055.798451474464\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3051.0682020596014\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3051.0408972663513\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3052.1553204279267\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3050.9558496885766\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3050.9464802582575\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3050.9456566801628\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3050.945625435247\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3050.945625433046\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3050.945625435247\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11056.446684297938\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137987174514.713\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6325.310678682456\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 21184.298884506192\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3928.086512437809\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3145.3425351923047\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3073.579141371333\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3057.582899811101\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3053.0873771425613\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3056.934952405645\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3070.3944604777776\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3052.9748918484643\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3052.9740604817207\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3052.9740327381614\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3052.974029704171\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3052.974029704789\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3052.974029704171\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11050.050682395267\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 139109503821.5999\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6263.59783325106\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 21635.483776879933\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3931.055984163615\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3145.780928123595\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3075.02396255311\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3058.9267708608645\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3054.472548029963\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3058.7864292731915\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3066.3513962976313\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3054.36859055839\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3054.3680205782703\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3054.367982344556\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3054.3679793216\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3054.367979321907\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3054.3679793216\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11067.834286683192\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137312618027.70447\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6032.219092926179\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 23502.207824294783\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3933.8425717344953\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3146.2061974476746\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3076.730515854196\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3060.881665749782\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3056.1876837194814\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3060.372164770518\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3068.986799069008\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3056.081838240297\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3056.0812675231127\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3056.0812406253035\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3056.0812379950466\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3056.0812379957224\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3056.0812379950466\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11099.865585637028\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134695757891.45744\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5995.720291489011\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 23921.3831218852\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3934.869819882081\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3149.6843208604805\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3079.3234101284315\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3063.7998431888486\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3058.9021114352618\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3058.877229508784\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3059.9811157298145\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3058.7818553419847\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3058.77067877387\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3058.7688219855904\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3058.768752732195\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3058.7687519577157\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3058.7687519577157\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11100.4036880877\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135452372412.82529\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5997.134256106185\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 23986.446888245995\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3937.7237042734932\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3150.252731815991\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3080.5916102475903\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3065.110603255385\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3060.3232525855365\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3060.298538222477\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3061.4156119209547\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3060.201809311594\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3060.1842354530017\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3060.182801705343\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3060.182721401213\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3060.1827205090062\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3060.1827205090062\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11101.342590044778\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135914201574.33061\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5910.800942089763\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 24789.899135342566\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3940.5908754789543\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3150.4219401552987\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3081.93801203771\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3066.672755314704\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3061.6366205841828\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3061.618048505384\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3062.821406941036\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3061.511475892204\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3061.5028259138253\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3061.500223136534\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3061.5001499427117\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3061.500149092665\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3061.500149092665\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11115.21730320534\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134746134724.05809\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5721.491878285079\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 26847.575250705042\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3942.9109397137736\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3150.7901939721078\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3083.4476667565123\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3068.4281947948493\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3063.2259770324345\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3063.2043054885607\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3064.3650922759753\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3063.101947289939\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3063.0936287911286\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3063.0910916366356\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3063.0910229011456\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3063.091022115495\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3063.091022115495\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11122.819214183142\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134363309446.6597\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5566.672572287522\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 28813.0791618953\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3945.4771512577768\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3151.172979069176\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3084.911641296727\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3070.0533266230477\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3064.6809572480515\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3064.659888359816\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3065.8404926184503\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3064.5550144678255\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3064.5474851755616\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3064.5446068341926\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3064.54453736263\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3064.5445365483492\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3064.5445365483492\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11117.931508614412\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 104517557590.69075\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5595.883608744126\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 28455.468448762804\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3948.6754634174767\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3152.477485197058\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3086.6053929987356\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3071.6534349367203\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3066.37679664364\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3066.3574040567073\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3067.4996534385004\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3066.256590081264\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3066.2482860739165\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3066.2459103491383\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3066.2458438684644\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3066.2458431253226\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3066.2458431253226\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11127.727610250371\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 97826485683.27344\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5475.606761748088\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 30292.188562242187\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3950.907101241149\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3152.9292618735235\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3088.0421429878156\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3073.1137320326507\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3067.782940434334\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3067.762560890891\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3068.8616879744627\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3067.667810131781\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3067.6574516872365\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3067.6557546408926\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3067.655690645147\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3067.655690041083\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3067.655690041083\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11125.059532563086\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135974858408.56297\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5657.480074325171\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 27860.46247262113\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3951.2466884157484\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3156.5139323662006\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3090.5133351789473\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3075.2352368974225\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3070.052850326977\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3070.030557184042\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3071.1132194797133\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3069.9405114906745\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3069.927182810042\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3069.9259704271662\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3069.925911460005\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3069.9259114577635\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3069.925911460005\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11127.586254550777\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 136745847428.89912\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5576.132044899133\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 29045.146646012945\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3953.488174115477\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3156.911035283173\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3091.8582882700557\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3076.4184544265295\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3071.350152929104\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3075.0729479447964\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3092.3162155726777\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3071.2302084635303\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3071.2300984291046\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3071.2300919629893\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3071.2300919622066\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3071.2300919629893\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11125.540617412384\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137465047593.48224\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5428.490553250649\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 31271.808723411516\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3955.6722097262386\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3156.618495547563\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3092.9190125555506\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3077.8001369350995\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3072.581988074184\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3072.5625272555476\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3073.645486255262\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3072.4741012738614\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3072.46054622596\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3072.4596284657564\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3072.459581355106\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3072.459581353074\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3072.459581355106\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11138.057813674099\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 136531832460.95796\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5307.771870905099\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 33528.981105286475\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3956.913019538623\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3157.804705235715\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3094.565855960172\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3079.5333820244164\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3074.2130599309676\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3074.191324864888\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3075.288222387443\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3074.1051624841675\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3074.091441354735\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3074.090906690648\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3074.0909036353123\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3074.090903634099\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3074.0909036353123\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11151.370322624933\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137037891448.39474\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6178.100339222499\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 22968.1226109146\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3951.3182812858126\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3170.2629531535304\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3099.456061376579\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3083.387059630997\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3078.271136146523\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3078.1642633627625\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3082.382676455576\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3078.163214025228\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3078.1594829014934\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3078.159470189132\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3078.1594701877766\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3078.159470189132\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11226.907965735889\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 130443366175.30185\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6475.750228705448\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 21173.50821917403\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3958.1693214474335\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3174.4510595790266\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3102.3684454792074\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3086.9623469947082\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3081.318863896915\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3081.2958425036445\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3082.541862370771\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3081.192774439178\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3081.1928228878223\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3081.1921098659514\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3081.1920750898153\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3081.1920750888544\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3081.1920750898153\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11235.33060217275\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 131332797614.11304\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6672.62188277972\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 20102.986187411974\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3960.6835993295495\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3176.2483798241847\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3104.1201070333072\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3088.5199174019453\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3083.0634399411\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3083.0445215867976\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3084.283789568747\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3082.9413111132453\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3082.9407810359053\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3082.940796689473\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3082.9407576372923\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3082.9407576373414\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3082.9407576372923\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11212.843074368808\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135210174080.10313\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7148.641925877483\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 17724.310077093698\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3965.336830061445\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3179.299221793782\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3106.2618338816105\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3090.318956791689\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3085.2138750022696\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3085.1992777987043\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3086.3970163551467\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3085.100816499784\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3085.1008023992363\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3085.1001860242604\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3085.1001599089377\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3085.1001599079955\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3085.1001599089377\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11246.431137804724\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 132253228849.88545\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6952.730945598001\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 18709.704749559627\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3966.839440764781\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3180.0154019858505\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3108.0541005173754\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3092.208700569261\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3087.023863729312\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3087.0075566049045\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3088.1925092898737\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3086.9104787424794\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3086.9110390123114\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3086.909599077214\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3086.9095915545304\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3086.9095915536327\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3086.9095915545304\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11255.578004593815\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 119216938199.4664\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7309.347577336472\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 17191.063564445598\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3969.824066587794\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3182.5524304110068\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3110.24531615728\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3094.0664075688705\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3089.1949669042406\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3089.1773287610486\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3090.2931024267023\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3089.0936914001763\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3089.0939770172004\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3089.0918625894165\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3089.0918606904315\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3089.091860690441\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3089.0918606904315\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11242.348373277888\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134769612780.20935\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7151.812837028612\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 17871.32489713467\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3972.432241707341\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3182.618991640019\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3111.587444428893\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3095.520347033615\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3090.6174382091467\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3090.5970623093835\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3091.7220924383514\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3090.5193584754525\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3090.5189471267254\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3090.5173234158556\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3090.5173222698036\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3090.517322269671\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3090.5173222698036\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11234.984151013776\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134437122838.70955\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6833.316557547032\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 19379.131600576125\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3974.3615117796617\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3182.0196267551673\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3112.8845625865697\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3097.3137961028015\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3091.980907222621\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3091.965405632361\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3093.1215043142433\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3091.873364683357\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3091.873511243357\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3091.872762183043\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3091.872749064938\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3091.8727490640754\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3091.872749064938\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11223.032573180364\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 136583932787.25667\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6620.368070237446\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 20556.84094760719\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3977.283098030155\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3181.642049299562\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3114.178909427964\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3098.788941242265\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3093.355220675241\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3093.337030624155\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3094.457137891439\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3093.2568042305793\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3093.256790227587\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3093.256334323119\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3093.2563225109207\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3093.2563225102413\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3093.2563225109207\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11233.294275091754\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135809014339.50201\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6339.589758411603\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 22473.33671006863\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3979.279412039992\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3181.818160784297\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3115.7171467229555\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3100.594470824984\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3094.930161935732\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3094.9113672931953\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3096.0406881053277\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3094.827430136209\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3094.8271613393663\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3094.827096743944\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3094.8270435111144\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3094.8270426870445\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3094.8270426870445\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11223.625586309921\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 136912591534.84366\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6085.328560489434\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 24554.962939706857\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3982.198748973349\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3181.31415743427\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3116.9544016724417\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3101.979242030129\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3096.223784877576\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3096.202771169249\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3097.3528478018516\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3096.128702359157\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3096.1286701236504\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3096.128339626418\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3096.1283315607443\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3096.128331560214\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3096.1283315607443\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11213.600678924387\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 126201267383.25204\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6038.853150799276\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 24963.042193763496\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3985.0126500054703\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3181.970808935009\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3118.3717692888836\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3103.4745341845683\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3097.6865938078536\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3097.6671296703444\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3098.8007158493115\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3097.5921115570827\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3097.5918739121835\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3097.5918654611996\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3097.5918300913836\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3097.591830091167\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3097.5918300913836\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11207.190269465957\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 139237766264.3006\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5782.669776930674\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 27692.403375013066\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3987.6918743811525\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3181.5238021787745\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3119.5555906821214\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3104.7243005248974\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3098.9084031534053\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3098.8856371462925\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3100.1201285511097\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3098.821307563038\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3098.821263530711\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3098.8210673552044\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3098.82106441845\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3098.8210644180604\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3098.82106441845\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11200.257912071922\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 140066003776.97223\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 5531.4307694286235\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 31113.419512547865\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3989.8049399733595\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3181.1764484252735\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3120.665322180039\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3106.051358038556\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3100.0966055981835\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3100.075803235295\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3101.2368382495356\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3100.0073652825304\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3100.007172907375\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3100.0071723213623\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3100.0071699708606\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3100.0071699708606\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11412.40202469399\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 131734032474.76454\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16092.919812316217\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7552.033713914077\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3963.538712161261\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3244.662950094216\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3131.032078709827\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3113.3475497571626\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3111.278671315329\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3109.1704866604814\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3121.477294732543\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3108.9203255877\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3108.889467193527\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3108.886340472904\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3108.886311641753\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3108.8863104022357\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3108.8863104021875\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3108.8863104022357\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11399.607578273924\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 133728478844.2211\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16892.216601301432\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7361.156549946809\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3967.233585924227\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3246.0049438494248\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3132.6939026406717\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3114.358653719831\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3112.4409804044435\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3110.7970737072005\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3125.3633374237397\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3110.4864687303216\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3110.4832025086034\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3110.482578392175\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3110.4825708169246\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3110.4825700884503\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3110.4825700884503\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11391.635424537857\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134992844508.64476\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16682.89717619144\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7435.268507410854\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3968.671045858342\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3235.212461102219\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3133.903171988747\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3116.773938432596\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3117.8115730381783\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3112.19342610964\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3123.21976064735\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3111.943493802386\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3112.3952458086173\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 3111.907514422146\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 3111.907407778868\n", "Iteration: 16, Func. Count: 151, Neg. LLF: 3111.9074041733975\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 3111.9074041732483\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3111.9074041733975\n", " Iterations: 17\n", " Function evaluations: 158\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11379.779886425289\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 136674622843.01712\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16432.088566978455\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7522.271536377897\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3970.5110576771995\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3225.45757430473\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3135.451105650918\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3117.9974338268353\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3116.2923041961517\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3113.76677914209\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3128.3553167462123\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3113.515078052038\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3113.4848818855808\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3113.479608736734\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3113.4795498140766\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3113.479548164295\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3113.479548164378\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3113.479548164295\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11379.427048618969\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137074306291.8812\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16075.673567027212\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7664.353091747001\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3971.512163625119\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3216.3642039191\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3136.5258348353723\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3119.949102296009\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3123.796938739277\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3115.102531064644\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3125.618345479777\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3114.870307566216\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3117.9321744503\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3114.839299964513\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3114.838744700267\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3114.838738669978\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3114.8387386696922\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3114.838738669978\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11382.434831375911\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137093474737.9971\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15547.682661829782\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7885.077717883063\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3971.3026870310277\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3207.491983734266\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3137.9348996706653\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3121.2464925369395\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3120.110593215869\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3116.499868210907\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3130.7206006969163\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3116.2549522283816\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3116.2759350528913\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3116.2272751312917\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3116.2265860220914\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3116.226583799729\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3116.2265838000258\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3116.226583799729\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11407.46930464122\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135131301233.33463\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15211.196563446521\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8050.2779013711715\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3973.974265442689\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3209.568702676018\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3140.523210373921\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3123.304254132452\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3121.08866390254\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3118.702576121789\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3134.810044460288\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3118.4468912150783\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3118.4224863134637\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3118.418131707567\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3118.4177884236815\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3118.417783318352\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3118.4177833193535\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3118.417783318352\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11410.3528756763\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135303059648.48798\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14855.236607169276\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8244.19788412296\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3975.592330331868\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3206.1684160344457\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3142.0713353725187\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3124.810731464511\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3121.921005742539\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3120.2140165877654\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3132.739767115788\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3119.935793071133\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3119.9297914583076\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3119.929066459778\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3119.9290521392086\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3119.929051042205\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3119.929051042485\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3119.929051042205\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11413.00755883566\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135012503448.4083\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14461.264859688097\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8450.389112016745\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3976.789373027438\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3200.4335530056887\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3143.0446436997036\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3126.444000340413\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3124.085155328291\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3121.5121640241505\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3137.9644176053125\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3121.2646548605944\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3121.2444093190575\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3121.2380780838344\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3121.2375547787424\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3121.2375456060226\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3121.237544838642\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3121.237544838642\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11411.212318060767\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 136431915574.4444\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14137.730342989364\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 8061.608581588016\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4067.6056937984995\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3220.9827290261837\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3144.0145698901338\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3130.489105515874\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3125.1447642741086\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3122.793512601484\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3138.9392010775905\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3122.5938156599555\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3122.578952136945\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3122.576408944857\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3122.5762065464214\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3122.5762043876616\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 3122.576204387582\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3122.5762043876616\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11404.684824557786\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137794293131.5076\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14866.762044582507\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8237.759006147415\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3980.948018541878\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3205.4023349354684\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3147.912094259422\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3130.370875171988\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3126.863860763252\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3125.5593240950056\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3129.2974149923575\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3125.2823973036384\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3125.2780986582784\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3125.2777910402456\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3125.277784124214\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3125.27778412313\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3125.277784124214\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11447.334735111188\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134187502282.24582\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15297.099870920458\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8057.510475691055\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3984.569038766069\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3232.616635156127\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3150.6080299610126\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3133.219528541475\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3130.1033817454677\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3128.2448518574033\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3138.168490021235\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3127.988082822323\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3127.9711684489316\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3127.9681783716055\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3127.968057621018\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3127.9680559633243\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3127.9680559638236\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3127.9680559633243\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11446.881625388658\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134767832874.74042\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15092.286740302878\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8186.135108399509\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3986.3934488615077\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3225.253398866881\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3151.813820414743\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3134.6848055960745\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3131.9555625878256\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3129.65553626306\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3142.15408749704\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3129.3994899414565\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3129.3838618874\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3129.3775458997834\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3129.3771542516924\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3129.377149085584\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3129.377149085922\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3129.377149085584\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11441.33816829605\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135795712303.04062\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14704.506621472578\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8372.639347976708\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 3987.4811123218274\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3216.5398820954433\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3153.1785915810738\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3136.3425350270777\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3133.335730873491\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3131.011963011795\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3143.4434531061706\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3130.757747725053\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3130.7452836994594\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3130.7397243751884\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3130.7394404739025\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3130.7394365942446\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3130.739436594548\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3130.7394365942446\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11441.18230032636\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137643943403.06436\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17042.317822248453\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7383.726988910232\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4001.470207805919\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3320.4337765836235\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3159.476275431865\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3141.809740365411\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3137.74012061194\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3135.8800152485665\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3143.444655926989\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3135.5971757101797\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3135.5860127052774\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3135.572465980289\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3135.570146849514\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3135.5700799259275\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3135.570079925561\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3135.5700799259275\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11452.772904788038\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137509253749.35223\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18085.15958856552\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7118.58354114369\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4006.196898355885\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3319.2148323214706\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3161.063805126003\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3142.852186335038\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3139.0861265243766\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3137.428724056672\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3145.004110277767\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3137.1424208489457\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3137.111517053408\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3137.1059912420315\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3137.105946319184\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3137.1059453632092\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3137.1059453632092\n", " Iterations: 16\n", " Function evaluations: 150\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11457.179919953443\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137639258902.55533\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17910.499935670894\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7180.529940337588\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4007.437472089785\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3316.0812776968232\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3162.149800552582\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3145.208103866695\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3141.7891545165544\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3138.782311126442\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3147.1344729716147\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3138.502858877482\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3138.5479224338956\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3138.48220690712\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3138.478131915453\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3138.478129262058\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3138.478129261516\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3138.478129262058\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11460.56603813172\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137764779275.28036\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17579.852647625376\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7290.395948373436\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4007.5877584869713\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3306.867301207124\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3163.5822459348233\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3146.259835353433\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3142.0259609302757\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3140.1885854998895\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3147.304923766566\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3139.9077971629067\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3139.8955658245286\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3139.885765610943\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3139.8840407814237\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3139.884002182403\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3139.884002182093\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3139.884002182403\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11457.485533446908\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 138739470264.3601\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17339.003295520233\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7366.328785837575\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4010.039678147603\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3294.3940928133507\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3164.825612716094\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3148.0992890394937\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3144.558277948192\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3141.6435751471604\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3149.9447234683857\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3141.3736460366927\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3141.392459246612\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3141.3571719119263\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3141.353205409151\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3141.3532018225865\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3141.3532018220244\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3141.3532018225865\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11460.259759623648\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 138931695351.5163\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16982.370240780434\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7494.922509886487\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4011.389925821063\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3280.401490561747\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3166.198213972261\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3149.248881409097\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3144.967908926208\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3142.9794468997775\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3149.92057411896\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3142.706828785519\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3142.696241264158\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3142.689869337906\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3142.6882613701887\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3142.6882328208376\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3142.688232820683\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3142.6882328208376\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11464.819870504221\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 138917668950.75992\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16494.805780860373\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7675.984327175651\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4012.155156534574\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3265.9711049536413\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3167.1204390147827\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3150.7566033110534\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3147.433655231329\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3144.2380271742463\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3152.731319979099\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3143.9798820273527\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3143.9848695144196\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3143.9688037926144\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 3143.963490984734\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3143.9634909846354\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3143.963490984734\n", " Iterations: 16\n", " Function evaluations: 150\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11466.97854558894\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 139229324740.50378\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16020.712761429477\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7862.600931511951\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4013.26374902157\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3253.7291674955463\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3168.4642147208633\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3152.0278630385214\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3148.0788808638436\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3145.5477260077023\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3153.318815110384\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3145.287714804739\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3145.279929447776\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3145.2761461719956\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3145.2732149025455\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3145.273172451625\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3145.273172451589\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3145.273172451625\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11467.920386515287\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 132767425291.51576\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15686.025976583978\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8005.504482174301\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4014.6912446914175\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3244.879147033299\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3169.5925385091596\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3153.437967462852\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3149.9826000683815\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3146.906330626294\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3155.449181983362\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3146.655832912004\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3146.650737795646\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3146.6473186699827\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3146.6420445974163\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3146.6419381745313\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3146.6419366157\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3146.641936615637\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3146.6419366157\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11470.02234793043\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 140225308684.61682\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15493.180076667073\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8098.049227631775\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4016.2954751979355\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3239.0092211852198\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3171.012193640432\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3154.871054537147\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3151.128244066659\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3148.308003850527\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3156.5901868554956\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3148.0577642864823\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3148.0494935696433\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3148.047963326898\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3148.044574694297\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3148.0445635325195\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3148.044563532362\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3148.0445635325195\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11480.665460481945\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 139518862065.27786\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15495.187631364757\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8114.0070563746\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4015.911051634709\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3237.609736803074\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3173.320234063299\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3156.8037633375116\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3153.0677045610887\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3150.3055674315447\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3159.201737474674\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3150.0465796803414\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3150.0398114796235\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3150.0354991532176\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3150.0332684345804\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3150.033229911526\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3150.033229911548\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3150.033229911526\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11495.68408451866\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 119468674234.84259\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15561.943051183536\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8123.991681988091\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4018.6495196841333\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3237.5242120288326\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3174.818909721373\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3158.2631441151925\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3154.3003595103864\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3151.775569404631\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3160.1764061141207\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3151.5161144076324\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3151.5071050485544\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3151.5039064687926\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3151.502443809768\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3151.5024283934545\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3151.5024283932444\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3151.5024283934545\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11504.067122066896\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 129918503339.52295\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14956.48688593952\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8419.427301043826\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4018.6654978499555\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3226.1762033589257\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3175.6983603804447\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3159.5877152474727\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3155.9390864533652\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3152.9571326684863\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3162.695945282004\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3152.7009488874055\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3152.6949916274616\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3152.690380647033\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3152.6882706975875\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3152.6882288303213\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3152.6882288306047\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3152.6882288303213\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11509.040235141729\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 138887022947.93176\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14343.62560870682\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 8163.681000356285\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4106.342970874568\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3250.139294009826\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3176.755328176775\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3161.594250651101\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3158.827768616384\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3154.138012745212\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3164.6933235586985\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3156.5878602818057\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3153.9500903465705\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3153.9214267373322\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3153.9174015943913\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3153.917147812819\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3153.9171372757855\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 3153.9171372753704\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3153.9171372757855\n", " Iterations: 18\n", " Function evaluations: 163\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11515.282518927277\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 138881260319.96014\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13932.456059390035\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 8405.530276640198\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4101.340729394306\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3251.167895907275\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3177.8388769553085\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3162.659791335924\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3159.152371389938\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3155.403962614796\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3165.5572913803107\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3155.202909426601\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3155.1837336805265\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3155.186745646467\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3155.1813039250947\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3155.1813020268173\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3155.1813020261984\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3155.1813020268173\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11524.233344271095\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135042696803.56248\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13194.895684044242\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 8891.272294831782\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4091.5960436841583\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3252.929397995551\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3179.042939396396\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3163.7792736192323\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3158.688564614275\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3156.5639363429377\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3162.5249447197775\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3156.3562057830513\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3156.3313726401134\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3156.33128804065\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3156.331276646152\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3156.3312753075484\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 3156.3312753074842\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3156.3312753075484\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11536.621300898654\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 138142257950.71545\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12974.004153492495\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9070.850250734366\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4089.5145582415325\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3254.413512588011\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3180.3604134121133\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3165.1612465035123\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3159.7251296159857\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3157.941117385578\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3162.6569835313217\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3157.732367741728\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3157.7059268357334\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3157.7057879553768\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3157.7057593597724\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3157.705759357751\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3157.7057593597724\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11533.590339797573\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134442292129.3363\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12273.010807384115\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9614.280413802006\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4078.6566611310895\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3257.1430237005734\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3181.783305387914\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3166.655131085286\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3160.599727913426\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3159.345600411153\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3159.480490266771\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3159.143036093652\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3159.1033540755\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3159.101703604103\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3159.1016483238723\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3159.101646939593\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3159.1016469395117\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3159.101646939593\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11545.607877288878\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 107320033849.40053\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11929.339300529104\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9953.602437316826\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4076.3708671091754\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3257.616504520113\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3182.788145562369\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3167.7628450354455\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3161.6590536575204\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3160.5155726137773\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3160.75899615664\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3160.314016219133\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3160.2724914167147\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3160.271739839025\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3160.271695256183\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3160.2716952554533\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3160.271695256183\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11556.462814858\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137798136683.90384\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13051.624425174614\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9041.963858775911\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4089.8179543469764\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3258.843491335636\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3184.70791163555\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3169.602672865756\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3164.296759852972\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3162.4475878656776\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3167.392228340759\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3162.2379637260456\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3162.21184596325\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3162.211754194814\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3162.211738205762\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3162.2117375749012\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3162.2117375749012\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11576.865426340399\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 124821197665.94095\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13369.66617170607\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 8862.86403750123\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4095.1885530253867\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3259.3492316691736\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3185.9479706657003\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3170.7589750935103\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3165.4935103149855\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3163.753804826397\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3168.3663647244584\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3163.5443923881053\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3163.5185913113905\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3163.5185165130133\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3163.5185157416863\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3163.5185157416863\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11585.274724615636\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 136572992628.20517\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12720.531706968342\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9348.611636341066\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4086.0054569592216\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3261.557088791771\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3187.2264991547454\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3172.2459114387375\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3166.338139409093\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3165.0076371563136\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3168.3210928720346\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3164.7921468326904\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3164.763647875662\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3164.7635450750067\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3164.7635408126253\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3164.7635408111323\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3164.7635408126253\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11593.340959985151\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 130113079064.75684\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11755.028505094479\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10208.274710679743\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4074.846930693731\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3263.106099266537\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3188.2335512573377\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3173.284109782894\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3167.0855988774806\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3166.145322910744\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3166.335473590658\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3165.942105286182\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3165.900484881923\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3165.9000994715425\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3165.900062036177\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3165.900062035833\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3165.900062036177\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11606.173807076659\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135613769168.87842\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12096.678849279642\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9896.250786263041\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4077.0998071839967\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3265.028579197973\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3189.7989172787024\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3174.9258000528016\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3168.5870025482454\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3167.7038132353564\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3167.67011770511\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3167.4935597593294\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3167.45765814673\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3167.4562360340137\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3167.4561521019814\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3167.4561505942665\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3167.456150594233\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3167.4561505942665\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11626.685150748799\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 118832385156.59293\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11552.162544556562\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10467.293648867933\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4073.045146050818\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3265.45724299571\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3190.78688226777\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3175.7640542647987\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3169.5442982065497\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3168.7949113530926\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3168.7158990082603\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3168.58698711689\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3168.5506620105584\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3168.549753408709\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3168.549653829432\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3168.549652940117\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3168.549652940117\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11605.696138561992\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137238523832.79004\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13364.019281257633\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 8927.729011858068\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4098.797385712333\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3266.750035979284\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3193.220173640824\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3177.5955931139715\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3171.95811534069\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3171.154600602608\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3170.9622443891985\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3176.3394197933835\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3170.9178050951996\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3170.917779108018\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3170.9177781161125\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3170.9177781161125\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11596.758643032394\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137823879967.1855\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12400.997169567901\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9646.629546005926\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4085.0562423897595\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3269.825545804893\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3194.5485774371905\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3178.910003272502\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3172.9515385484005\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3172.5065297060455\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3172.29942481071\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3178.2968542263816\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3172.2612814738895\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3172.261236104962\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3172.2612344015147\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3172.2612344014706\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3172.2612344015147\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11609.676026579593\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 126522476306.44174\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11895.740338329402\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10127.320486015067\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4080.692610372758\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3270.7921035395693\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3195.61794795932\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3180.341347368625\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3174.2056070676263\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3173.621533951112\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3173.3828377133987\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3173.4001965937614\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3173.3788568760365\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3173.3719887404673\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3173.371872902945\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3173.371872903585\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3173.371872902945\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11620.908807474661\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 136396468616.75587\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10903.316529311342\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11249.991041003688\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4073.311370867872\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3271.0509267445314\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3196.5681321339534\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3181.0348726280854\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3175.16529151724\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3174.643527008857\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3174.4369192484883\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3188.202267084349\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3174.4051650638166\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3174.4050356935313\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3174.405031409823\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3174.4050314098686\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3174.405031409823\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11584.914973314428\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 122716383777.70486\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19747.70843737991\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6947.875595270721\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4062.905051796619\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3307.5653600042574\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3201.888392254525\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3183.7281182487436\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3179.6263230164923\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3179.3746055188144\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3182.1192240530545\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 3179.111071644608\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3179.1082077928204\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3179.108131607736\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3179.1081252508625\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3179.108125250448\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3179.1081252508625\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11587.427929608752\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 143936331064.83514\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19481.539791514944\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7034.986390464696\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4062.9122872840576\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3281.316241704934\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3203.143005855858\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3184.5618581887024\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3180.7706870968677\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3180.6245682130548\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3181.6786106054924\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 3180.3581350514014\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3180.355609755916\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3180.3555445551947\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3180.3555367333174\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3180.3555367332156\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3180.3555367333174\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11590.732832285355\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 144131289802.04468\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18730.20319389838\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7233.598277844407\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4061.5746635416817\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3261.572965356695\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3204.1257809972744\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3186.386514626938\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3182.15090695363\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3181.780885621778\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3181.5229876050466\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3181.5356293992677\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3181.507551167987\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3181.5080122522277\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3181.5073301586026\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3181.5073301583534\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3181.5073301586026\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11596.429689353783\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 142405935104.9284\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17688.258687166814\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7546.402075679602\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4058.8811092949886\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3245.8055207652415\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3205.210505755167\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3187.7075401666425\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3183.019650197338\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3182.889567786471\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3182.7655030517844\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3182.6717731060176\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3182.63547042912\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3182.635425049388\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3182.6354215848605\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3182.635421586446\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3182.6354215848605\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11601.697898925551\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 143902880604.32916\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16657.207313124254\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7902.8157258391675\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4056.6383059151717\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3236.285689863357\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3206.0996049691257\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3189.659654717986\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3184.208677174343\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3183.9996140960793\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3183.7490605976463\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3187.005694203397\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3183.736697754214\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3183.73638002645\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3183.7363757248963\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3183.736375725892\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3183.7363757248963\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11610.413016096196\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 125994828900.73355\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16230.206100320001\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8071.489279681284\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4056.733986392658\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3233.800463720859\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3207.4203538313973\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3191.362100102039\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3185.4324919127666\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3185.307234551109\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3185.1696290747996\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3185.0843537973215\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3185.0532529810853\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3185.053184556875\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3185.053173478188\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3185.0531734797087\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3185.053173478188\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11616.38386335049\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 143242225271.25317\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15131.855629992513\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 8004.04211728695\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4143.654358077339\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3279.620776613372\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3208.469717780267\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3192.0961871232093\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3186.7146645823645\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3186.327903141907\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3186.15757677882\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3186.247925912605\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3186.1124950506487\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3186.1124502155562\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3186.112446758194\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3186.1124467582936\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3186.112446758194\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11626.023867361595\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 141310625780.67017\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15421.51591296147\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 7883.125142861214\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4149.677887643861\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3280.831729832685\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3209.9792368832022\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3193.606155683658\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3188.192713616675\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3187.7908801556887\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3187.6230032731355\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3187.689549825385\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3187.577425481266\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3187.577369619159\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3187.577365643504\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3187.5773656436013\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3187.577365643504\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11625.10890546946\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 142849143016.04868\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14042.854170137141\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 8572.938144882462\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4132.043728194717\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3282.565704437792\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3210.96077171912\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3194.4935142327968\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3189.134302184338\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3188.931611053894\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3188.7478725034334\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3189.31698302293\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3188.7104914957017\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3188.7104835373757\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3188.710483536793\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3188.7104835373757\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11636.218040467615\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 110620037412.7127\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13232.000332536909\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9092.18647754639\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4122.3342705026125\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3284.0324508717063\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3212.0792273551\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3195.722098219675\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3190.1070609986637\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 3190.0034760541866\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3194.339921568054\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3189.8486493503246\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3189.7849515169264\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3189.7844222196554\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3189.7844132509417\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3189.784413251094\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3189.7844132509417\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11643.542784373501\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 97346695447.48294\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12007.889613154452\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10079.09986136686\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4108.687922670568\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3285.5213892662596\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3212.9005991907225\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3196.7791335608235\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3190.9869044989246\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 3190.9649848846957\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3194.5807670821678\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3190.807648855254\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3190.755609959241\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3190.7552947078893\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3190.755288357225\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3190.7552883573776\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3190.755288357225\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11652.28892767588\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 105433867481.02008\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12145.560218826002\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9955.865057725427\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4109.956016591857\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3287.929806893855\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3214.4694901488992\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3198.3516444857128\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3192.580894098395\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 3192.552003629282\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3196.2823288423538\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3192.393569644554\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3192.3397778952985\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3192.339491009894\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3192.3394850708905\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3192.339485071143\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3192.3394850708905\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11662.824371448654\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 104413937795.73952\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11143.278292858944\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11006.803061784816\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4105.1366222968\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3287.2620805002375\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3215.3044626531996\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3199.0576788799776\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3193.555790764503\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 3193.520387491727\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3197.2668763790266\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3193.350749489132\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3193.314756462363\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3193.314067735292\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3193.314055757001\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3193.3140557562347\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3193.314055757001\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11673.062282923334\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 140022705604.66272\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9973.160065386164\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12572.861369851642\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4104.23182448223\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3285.1676666114317\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3216.2671456546286\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3200.0680819578934\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3194.6312471204246\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3194.4933988582543\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3194.3021635600007\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3197.184148369979\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3194.2798846258547\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3194.279854718581\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3194.2798542395485\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3194.2798542395485\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11683.490007947552\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 123670346824.01855\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8805.076375883773\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14711.123001298465\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4111.722548370028\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3280.5493425336513\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3217.1164561845208\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3201.155667847731\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3195.638239682942\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3195.385656856314\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3195.2417407717408\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3195.3801352566898\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3195.194836300194\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3195.1947312861366\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3195.1947295383325\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3195.194729538258\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3195.1947295383325\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11694.325364047327\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 138275790924.62216\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 7671.283333444304\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 18031.868226677012\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4088.5406603668007\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3270.3142391339184\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3218.179750711888\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3203.2100723880044\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3196.164014706929\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3196.151677698745\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3197.7858673715336\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3196.081527350975\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3196.079202189607\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3196.0778511750323\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3196.077835435506\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3196.0778341206333\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 3196.0778341199934\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3196.0778341206333\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11708.718346123387\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 136813118145.95088\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 6812.395386855034\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 22281.343625973434\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4090.654265626499\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3283.7347032843772\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3219.1662681493904\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3204.001505554588\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3197.1215295329257\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3202.363592024649\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3214.0422899883706\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3197.0504767636385\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3197.0503156084114\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3197.0502716054234\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3197.0502716064375\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3197.0502716054234\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11739.831221591921\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134756184103.46451\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 8142.226339784111\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 16527.913178844123\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4085.1962220691894\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3266.2097364715783\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3220.835869675976\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3206.019206608253\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3198.9361647686897\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3198.919583589408\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3200.6427741802004\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3198.84457522558\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3198.843330188444\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3198.840805729489\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3198.8408006740865\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3198.8408006744316\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3198.8408006740865\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11801.632499484873\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 132882092349.55112\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13444.435197622226\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9114.519157395605\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4130.501330126328\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3295.191115067578\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3223.179839993918\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3207.266058362048\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3201.4322918489806\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 3201.316403293912\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3205.3341236045435\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3201.167917316865\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3201.103066944863\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3201.102372858908\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3201.102359124278\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3201.1023591239723\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3201.102359124278\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11847.701814855798\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 131423720432.0827\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 16293.089263596281\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8264.83627135291\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4072.1470086791433\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3239.7979396453657\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3224.474631075479\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3211.5111019412216\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3203.0024896164527\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3202.932073301954\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3208.0468216633676\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3202.7216157980265\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3202.6907003930396\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3202.6878394806054\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3202.687780710795\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3202.687778392632\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3202.6877776843003\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3202.6877776843003\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11881.405763389617\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 129572038886.72182\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 15421.716326955046\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8659.916447065389\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4070.037713621223\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3238.2071114823934\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3225.4730224746554\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3213.5071106908163\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3203.98950125778\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3203.95232404984\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3208.887099797461\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3203.7400151871534\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3203.7275242784262\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3203.7108503063473\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3203.710525439381\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3203.710515247364\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3203.710512720806\n", "Iteration: 18, Func. Count: 163, Neg. LLF: 3203.710512720569\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3203.710512720806\n", " Iterations: 18\n", " Function evaluations: 163\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11851.282393456402\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 132415471984.52426\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17200.597875874475\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7935.515114255043\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4079.5644517457854\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3244.742210080867\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3227.437580539695\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3213.708355319939\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3205.993638693176\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3205.8997272005586\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3211.3032310407552\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3205.690298128563\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3205.652965517071\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3205.652207943298\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3205.6521717091778\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3205.6521658629\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3205.65216586253\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3205.6521658629\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11820.609018458075\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 140175036331.06042\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 34467.18577987161\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5352.659614274483\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4126.531605431484\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3339.9741249480862\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3231.748680340839\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3214.6506047736675\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3211.6854621240036\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3209.925158960879\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3213.432834538923\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 3209.6942159526843\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3209.6786780379107\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3209.678373199883\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3209.67833803187\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3209.6783374547795\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3209.6783374547795\n", " Iterations: 16\n", " Function evaluations: 150\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11849.552695630171\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 107296711118.50143\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 36203.89641909424\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5258.550234706098\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4131.090573492204\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3338.171084714376\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3232.9801018184967\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3215.649901874316\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3212.9013619593024\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3211.137701009\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3214.8125855918124\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3210.901974292292\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3210.8886828335626\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3210.8883995057554\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3210.888392812046\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3210.888392811238\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3210.888392812046\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11857.230872613922\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 139394666091.3059\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 35287.33777008038\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5308.543282494038\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4132.512651792355\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3339.1913316105533\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3234.361477888685\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3217.3293744409793\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3214.4024776913343\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3212.5371173293097\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3216.491080654132\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3212.3020457036037\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3212.287756755412\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3212.2875267808727\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3212.2875183240103\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3212.287517879269\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3212.287517879269\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11877.078369065142\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 109903689772.279\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 35314.8025704074\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5307.632115245839\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4135.04028076694\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3339.153492625129\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3235.706147714572\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3218.6252384307118\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3215.4838623153764\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3213.8752613903252\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3217.2114289488063\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 3213.642642758051\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3213.628643110057\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3213.628429962552\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3213.6284167862987\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3213.628416785351\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3213.6284167862987\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11901.405031616132\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 137423471210.19527\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 34780.69352967981\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5340.982653923963\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4136.234125603896\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3338.281247493386\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3236.763008332525\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3220.1851957880795\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3217.031214674792\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3215.0044109175124\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3219.4362805640653\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3214.7732035018803\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3214.7571481538193\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3214.756908545047\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3214.7568572139353\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3214.7568557203567\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3214.756855719839\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3214.7568557203567\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11916.000172072594\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135911607755.8417\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 34271.99392873954\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5372.414387969023\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4137.755729870203\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3339.143980679909\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3238.1645212757903\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3221.6407012584996\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3218.247069269288\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3216.3953341926017\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3220.406251270744\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3216.1646235101935\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3216.1483296475435\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3216.1480477773744\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3216.147983895694\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3216.1479829962677\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3216.1479829962677\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11935.740728321078\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135975871893.28813\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 34696.90537289687\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5347.137074180836\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4140.555264276771\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3339.7075195525413\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3239.5638789284467\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3223.156875814156\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3219.820774588425\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3217.833344415075\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3222.15559482933\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3217.6048035753934\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3217.5877554400445\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3217.5874154320677\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3217.587290268029\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3217.587289030229\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3217.5872890296123\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3217.587289030229\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11959.812537007956\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134559458868.4711\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 34966.39154435349\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5332.441856956806\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4143.07667401863\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3339.7894014251483\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3240.9142617673915\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3224.5854110089376\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3221.1340657947967\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3219.1798111855173\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3223.396203686406\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3218.9526844349184\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3218.9347354146544\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3218.9342950888577\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3218.9341217187985\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3218.9341205486435\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3218.9341205480005\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3218.9341205486435\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11993.093059184092\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 133278498999.25754\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 34052.222054061196\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5392.155561922758\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4143.642551251025\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3338.786063210514\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3241.8867658382605\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3225.837514634366\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3222.2127564919074\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3220.2259701939493\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3224.594426968827\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3220.0019135639423\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3219.9830897686434\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3219.9827018921633\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3219.982481408583\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3219.982479877056\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3219.9824798762475\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3219.982479877056\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12024.107510973326\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 126135979632.29001\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 32535.323175041063\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5496.739768157102\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4142.853922049005\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3338.307688221294\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3242.973835146188\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3227.1262027508474\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3222.9633318010347\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3221.250468796188\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3225.049757712964\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3221.0272853618135\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3221.005994713798\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3221.005673630586\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3221.0055694501657\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3221.005568414999\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3221.0055684142794\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3221.005568414999\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11881.234493651336\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 140640932537.01117\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 37267.04698612073\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5203.958995061245\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4157.948610299321\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3358.8576718211807\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3247.4830688919837\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3230.525672720136\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3228.062435964973\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3225.422002762579\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3230.9410357609345\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3225.1741071688916\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3225.156730947381\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3225.1563754259855\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3225.1562059048715\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3225.1562024266004\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3225.1562024258315\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3225.1562024266004\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11889.950370705852\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 140160804078.27322\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 37771.09142390768\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5189.622492746174\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4160.763581468216\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3357.7868056342313\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3248.8871594668153\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3231.55190306343\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3229.096291148241\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3226.7561778152585\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3231.946606164144\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3226.503652952464\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3226.488848574938\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3226.4885721843893\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3226.4885595788064\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3226.488558492751\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3226.4885584924145\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3226.488558492751\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11876.18234988255\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134550803358.17609\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 37095.944653873295\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5219.072821947864\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4162.301943160943\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3361.6224153534445\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3250.9405893777703\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3233.0456078081697\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3230.3716919325084\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3228.682191011005\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3232.208807557251\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 3228.4302521177515\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3228.4161454721134\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3228.4157766161125\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3228.415765523712\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3228.415765523808\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3228.415765523712\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11876.419839837967\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 128627868644.47218\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 43726.860992611444\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4925.1529932091435\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4176.362120903986\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3364.359810735619\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3253.3488541013758\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3236.038097311596\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3235.797156331626\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3231.2630292070676\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3238.526051216896\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3235.716088084298\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3231.0010924562825\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3230.993632940588\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3230.9931837233135\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3230.993164415734\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3230.993163235365\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3230.993163235865\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3230.993163235365\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11896.860506835483\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 142885322140.91022\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 44297.73838220158\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4914.951932199834\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4179.593808109072\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3362.514502582364\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3254.4772577468902\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3237.4523029400716\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3239.2281970096574\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3232.478503538032\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3241.231685220422\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3237.6568876441606\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3232.2173944534\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3232.2081305427214\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3232.207155132308\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3232.2071267786723\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3232.207125114738\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3232.20712511507\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3232.207125114738\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11918.76561798369\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 141474177953.99194\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 43990.29007793039\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4933.365331923423\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4180.634452832028\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3362.0015545192737\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3255.79156516493\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3238.9834686109316\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3240.109758703307\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3233.746106990924\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3242.13370197104\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3239.419408652476\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3233.4869599325953\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3233.477842008795\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3233.4770486838497\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3233.477025149942\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3233.4770242164523\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3233.4770242164523\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11867.354238484184\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 146611835082.13956\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 43959.72102872068\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4915.455887622396\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4187.769870561028\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3373.334456554882\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3259.099883966995\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3241.7764470941715\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3241.669366446789\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3236.763881599777\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3243.8930541169975\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3243.2873073694936\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3236.490440086119\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3236.4817278578294\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3236.481057775505\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3236.481031161632\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3236.4810298192224\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3236.481029819715\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3236.4810298192224\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11883.440757511113\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 145390366968.3999\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 44605.892822979135\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4904.313220919926\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4191.0906221962505\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3372.1305681372705\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3260.531799382272\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3243.010219616713\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3243.039435319519\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3238.138483706551\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3245.454227766498\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3243.9198845604496\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3237.862131095225\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3237.8528501606334\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3237.8520157504536\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3237.8519892520035\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3237.851987644399\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3237.8519876448436\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3237.851987644399\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11896.534636145005\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 144579752117.30286\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 43672.63589234004\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4944.03444326705\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4193.025404399697\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3370.773536936401\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3261.571919730038\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3244.7567713055314\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3246.0977756868087\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3239.2924242519716\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3247.441820398224\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3246.8009793818132\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3239.0221165293474\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3239.0119860280656\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3239.0110154314384\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3239.0109876738475\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3239.010986594478\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3239.0109865947234\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3239.010986594478\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11905.70427205138\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 144074214189.82654\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 42411.70458014532\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4994.897373509684\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4194.802967781847\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3369.934880671134\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3262.8532163429245\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3246.020914721982\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3246.0939245942172\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3240.5310860875607\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3248.0620480672032\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3248.1756881476767\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3240.2621796570897\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3240.252548796425\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3240.251724575751\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3240.251696491373\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3240.2516956647332\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3240.2516956647332\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11918.983819008625\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 143132507347.45966\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 40999.38324638935\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5059.151925050665\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4196.195770613522\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3368.492371487385\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3263.8858164194535\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3247.5190534280414\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3248.673363862921\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3241.671256146453\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3249.77610514964\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3249.0826898650266\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3241.408756070938\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3241.3976300176196\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3241.396760255183\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3241.396743436947\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3241.396743436725\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3241.396743436947\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11926.216134172286\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 142754381289.16504\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 39396.63913086051\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5132.849107968741\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4197.8985923833825\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3368.1242662481623\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3265.17750469078\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3248.878254494445\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3248.808212002469\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3242.9127291677014\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3250.423142354587\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3251.126077942352\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3242.6492431310285\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3242.6388403136975\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3242.6380537445684\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3242.638035985732\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3242.6380359856325\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3242.638035985732\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11909.563356144547\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 143556755587.1395\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 42733.60055625452\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4988.536702198571\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4199.721597113583\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3378.081367589136\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3268.3303532420296\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3251.1442232397085\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3250.175272214154\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3245.694028035313\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3252.354385514131\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3253.6329584472533\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3245.418466441908\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3245.4080974722838\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3245.4073256605093\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3245.407290277352\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3245.4072889931685\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3245.4072889937097\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3245.4072889931685\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11893.497376033327\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 129442051951.7789\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 40976.33579107329\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5054.238262828616\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4200.326736562347\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3381.4190641102628\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3270.0914899374693\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3252.8726430214215\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3251.5998639154072\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3247.4256790431996\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3253.764106498744\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3255.672888576216\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3247.1480689339205\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3247.1376902101783\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3247.136914341939\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3247.136877004483\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3247.1368755373214\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3247.136875537912\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3247.1368755373214\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11922.437736756321\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 50877.594801949475\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 254104.83462041366\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 4656.609907080083\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 4134.907070160956\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 3336.0412307740908\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 3277.477556077653\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 3260.9702682879174\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 3254.2251611187467\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 3253.644696696324\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 3253.317038785527\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3253.3448542062006\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3253.3151557520187\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 3253.3067585441668\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 3253.306743533782\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3253.3067435335533\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3253.306743533782\n", " Iterations: 16\n", " Function evaluations: 150\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11915.323789437689\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58793.12680418877\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 242074.57116975935\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 4574.404644468701\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 4143.437917777626\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 3371.208548308933\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 3279.1032394585677\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 3259.841124278199\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 3255.632359601075\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 3255.1087737868083\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 3254.8054631828313\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3254.8263045085605\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3254.7833171300026\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3254.783097920721\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3254.783076349261\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3254.783075668782\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3254.783075668782\n", " Iterations: 16\n", " Function evaluations: 150\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11921.482967711021\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 75991.16710373235\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 211916.0644634549\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 4473.809737883382\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 4152.521833067158\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 3422.090064875148\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 3280.549639967382\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 3260.279063826687\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 3257.682801026763\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 3256.5930497169447\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 3256.34288794265\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3256.5735953152334\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3256.281713056585\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3256.280627365295\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3256.2806114676323\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3256.280609843341\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3256.2806098433275\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3256.280609843341\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11918.299383114474\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 80504.91783344357\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 200810.34017732312\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 4462.477809228956\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 4158.228740948831\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 3420.6792970855386\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 3282.1454411028917\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 3261.8898018437576\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 3258.912921162827\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 3258.150027655358\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 3257.9436823377637\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 3258.1567221377973\n", "Iteration: 13, Func. Count: 127, Neg. LLF: 3257.8492813843895\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 3257.848962152179\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 3257.8489555314322\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3257.848955531081\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3257.8489555314322\n", " Iterations: 16\n", " Function evaluations: 150\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11914.86392895992\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 97858.60879787686\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 173990.7669079927\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 4425.93085449141\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 4166.977269369718\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 3416.9319326703517\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 3283.128083442661\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 3263.361644637136\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 3260.8971601137055\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 3259.437142658405\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 3259.1470336196126\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3259.1781297223997\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3259.1408551813192\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 3259.133420633786\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 3259.133411600614\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3259.13341159986\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3259.133411600614\n", " Iterations: 16\n", " Function evaluations: 150\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11925.031893484253\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 128038.90654357473\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 146846.7573361852\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4388.822475057684\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4181.569013334702\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3408.6010693372145\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3284.687663537077\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3265.871558418446\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3262.6074324906112\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3261.0525969570663\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3260.785090738974\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3260.7910335872293\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3260.745794138992\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3260.74516224378\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3260.7451543357733\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3260.7451534956645\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3260.7451534956645\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11921.374263195707\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 176481.50858497585\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 117636.49866073606\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4399.964978234632\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4187.7857596871345\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3410.3026465930598\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3285.6942468569314\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3266.5512068174057\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3264.209442207022\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3262.302375037087\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3262.1389471997823\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3262.023309876613\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3262.000775330828\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3262.000194627997\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3262.000166314845\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3262.00016586504\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3262.00016586504\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11917.869604381396\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 253127.99308908236\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 93326.18795518077\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4455.647741424304\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4193.049113818236\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3412.9560524319727\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3287.0618673305144\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3267.535512996884\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3265.0974582033073\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3263.5028042856684\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3263.224762630064\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3263.227351080269\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3263.251354803588\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3263.210758852596\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3263.2107512130983\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3263.2107512122648\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3263.2107512130983\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11944.341017929646\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 197790.2686607106\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 113370.47005030226\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4400.280894978392\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4194.023146220305\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3415.959990652292\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3289.781619914436\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3270.0327768947154\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3267.328911932289\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3265.797318835841\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3265.515693224903\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3265.6052815318053\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3265.5029983506793\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3265.5006958780514\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3265.5006841662635\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3265.500682308517\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3265.500682308404\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3265.500682308517\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11939.719152036967\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 179808.0437974556\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 115414.30681491949\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4411.785424486272\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4195.42139945955\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3417.4518971504067\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3291.572737201698\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3271.8227661827486\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3269.0608794464906\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3267.5692408239047\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3267.286878299641\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3267.4195839130552\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3267.2722573182145\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3267.2711946258514\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3267.2711841918626\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3267.2711828246133\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3267.2711828245197\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3267.2711828246133\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11933.973305952533\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 185974.62091476604\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 111421.75606169671\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4423.442301498904\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4199.80776249635\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3416.2331454161395\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3292.7709262192984\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3273.19807187841\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3270.6379699973804\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3268.9267540590754\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3268.648055168811\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3268.6986285932308\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3268.6315996777776\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3268.6299415370104\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3268.629934743346\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3268.6299347428403\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3268.629934743346\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11930.174398258523\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 207676.7106334091\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 101984.20646023583\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4449.350814722451\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4202.940103376608\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3417.81298627218\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3294.2215831055873\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3274.4816098631095\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3271.8358797140195\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3270.2948672012108\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3270.0318645102707\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3270.6424525048155\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3270.0035204993974\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3270.003255029991\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3270.003246999567\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3270.0032463137422\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3270.0032463137422\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11929.044703088337\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 303398.197747807\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 81679.57232517036\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4522.636510743243\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4213.495671692464\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3413.5683793191774\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3295.190343138819\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3275.5814805375344\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3273.1070284636476\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3271.4725246935504\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3271.2066709857177\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3271.750336617294\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3271.1852832448567\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3271.1850051924475\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3271.184998874625\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3271.1849982798894\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3271.1849982798894\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11932.777548658312\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 492129.82036289806\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 66188.73221798189\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4632.755010379546\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4225.875397819262\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3409.5618106212914\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3296.572179960152\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3276.7648740402506\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3274.281618806619\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3272.7605233079094\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3272.5691466334792\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3272.810350917937\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3272.479862824647\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3272.4796188505024\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3272.4796090351874\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3272.4796090342534\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3272.4796090351874\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11941.088337427293\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 828477.7808793709\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 57791.84567917464\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4725.050295175286\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4235.999919089861\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3406.816752841086\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3297.8476621739646\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3277.9965290313567\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3275.509491332837\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3274.0971106637544\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3273.9139060584303\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3274.1985519295713\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3273.8217803828848\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3273.821498666974\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3273.821488556361\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3273.821488555774\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3273.821488556361\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11936.978996846368\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 589912.9305269619\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 60178.58245657938\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4711.864412861234\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4231.787946856368\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3411.4082766914325\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3299.5542321346693\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3279.7528818985056\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3277.236255943687\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3275.820339962366\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3275.6332309331724\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3275.892201023512\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3275.540781087207\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3275.540521709918\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3275.5405102009317\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3275.54051020028\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3275.5405102009317\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11963.136419497205\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 174814.89650394535\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 114525.4401339065\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4434.579400517796\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4216.523328922873\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3415.4304345816936\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3301.731901321563\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3282.6807525802024\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3280.1176480875683\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3277.9713894395554\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3277.789588085693\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3277.721974457567\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3277.6863939131513\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3277.685902495349\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3277.685856409249\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3277.685855565654\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3277.685855565654\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11969.536795740416\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 244180.08348886378\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 95225.1988045738\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4469.844077894068\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4220.697360345333\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3417.077571343865\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3303.002247085395\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3283.600779754712\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3281.0293755090024\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3279.152731286319\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3278.885211404984\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3278.9417870051275\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3278.8696566135554\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3278.8668736771897\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3278.8668249907605\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3278.8668186893237\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3278.866818688479\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3278.8668186893237\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11978.29787455875\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 442018.9778269627\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 72422.03806053796\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4576.413703340121\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4236.341509983988\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3411.4147974574635\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3303.969829439279\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3284.564588106654\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3282.2436312343016\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3280.2493465092075\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3279.988339439075\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3280.045641106094\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3279.9762797359654\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3279.970897825505\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3279.970602010637\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3279.970599186435\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3279.9705991851906\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3279.970599186435\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11980.5889592081\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 375506.71379856847\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 75536.2470195062\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4564.557456512604\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4235.54078788562\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3414.2190889258272\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3305.570553421619\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3286.2283696565137\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3283.897289630648\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3281.8575337084903\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3281.6074913426437\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3281.649791783498\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3281.57708401571\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3281.5769212472615\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3281.5766220791443\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3281.576594016194\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3281.5765925880005\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3281.5765925880364\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3281.5765925880005\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11991.994471225811\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 696398.6589961986\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 61607.04012321436\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4683.166896571591\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4248.154124435563\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3410.23037464389\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3306.6201048481817\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3287.183582944193\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3284.82640655034\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3282.982815089479\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3282.719512377138\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3283.061080857454\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3282.7077895748675\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3282.70576621993\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3282.705762970297\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3282.705762968074\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3282.705762970297\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12001.916670132963\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 3602412.65333136\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 47826.11272442352\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4911.996280228686\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4259.544143919074\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3407.7844609041204\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3307.821475631974\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3288.2915737974863\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3285.515907724642\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3284.031097679009\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3283.816431064409\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3287.634711406484\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3283.7614012235863\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3283.759727214323\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3283.759703122483\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3283.759698945617\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3283.7596989453505\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3283.759698945617\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12010.0509281006\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 150606181310.6632\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 43495.05702615034\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5034.697240166131\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4262.4698326062135\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3407.5593045681353\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3309.0075890147896\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3289.5295875175443\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3286.5297818595354\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3285.247564263349\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3285.0314278559754\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3291.456502719268\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3284.980661887277\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3284.9797893524055\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3284.979778704186\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3284.979777126945\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3284.9797771267968\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3284.979777126945\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11997.3659484249\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 1044414.9011692787\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 53378.716650939656\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4824.617610514656\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4254.879690764535\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3413.5865650944115\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3310.9211940825107\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3291.489252927876\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3288.825190890845\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3287.278652341752\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3287.0723825626233\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3288.612682980396\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3287.0077332119536\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3287.0047949584614\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3287.0047526008757\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3287.004743452695\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3287.0047434523453\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3287.004743452695\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11961.469638322531\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 159393.23105875938\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 101370.0056494702\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4548.723210103159\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4227.48027990599\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3428.727141979383\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3313.5074389138886\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3294.584815128362\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3292.653661328771\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3289.8020915643065\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3290.6418314666344\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3289.52904040432\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3289.515283298765\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3289.5145127356836\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3289.5144906650426\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3289.5144896268157\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3289.514489626703\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3289.5144896268157\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11971.399525741497\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 198678.3966592403\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 90955.91246514686\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4564.670992562314\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4232.040701303554\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3428.118835025458\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3314.7408106139237\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3295.741554517521\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3293.689358345132\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3291.0146471878434\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3291.5874304585404\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3290.7406069241933\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3290.7247517943424\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3290.724030108956\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3290.724007236069\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3290.7240065033675\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3290.7240065033675\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11974.872192781077\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 363540.47191348823\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 64990.20284273845\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4730.013509630669\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4240.775940802845\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3426.645871440892\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3315.806751083667\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3296.854353419869\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3294.6368615629053\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3292.1238214824525\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3292.775289329481\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3291.8542145879883\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3291.8346388371615\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3291.83415574396\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3291.8341399154515\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3291.834139913776\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3291.8341399154515\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11977.167167013096\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 697178.8969037314\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 50238.184306350566\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4952.142408380063\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4249.184722673416\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3424.5966020836613\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3317.061894888584\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3297.98195760076\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3295.07369637396\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3293.2895675653454\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3293.0758415824484\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3293.047295489763\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3293.0084191761725\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3293.0373630690206\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3293.0057424072966\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3293.0057134174995\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3293.0057134167337\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3293.0057134174995\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11980.397893044294\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 3713645.737024578\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 38433.31347034284\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5296.611376485753\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4256.212999373316\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3422.218512466303\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3318.1500266932144\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3299.2533477234565\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3295.6731344696627\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3294.332686502739\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3294.21919615343\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3294.0833175495422\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3294.0576057374124\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3294.05892897112\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3294.052334942124\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3294.0522754743697\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3294.0522754745475\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3294.0522754743697\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11984.23530763899\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 141522030619.5068\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 33895.511193365106\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5539.068099493994\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4255.356485825952\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3421.875623388878\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3319.285101005934\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3300.479898394769\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3296.3507990605876\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3295.3648475369623\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3295.2111537608475\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3295.110765973298\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3295.0922822278617\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3295.0965470941837\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3295.0863303427013\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3295.0861971034255\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3295.086197103652\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3295.0861971034255\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11985.20700466046\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 154960730762.11768\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 32603.13915945764\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5636.576434781869\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4254.707704753614\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3422.4015547649615\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3320.5204989138138\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3301.8131441135774\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3297.5025949409837\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3296.60938417282\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3296.5984339222287\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3296.3634208103467\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3296.335093855353\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3296.3340059503025\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3296.330589243333\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3296.3305648072774\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3296.3305648074784\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3296.3305648072774\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11996.455275429369\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 112044211902.52014\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 32338.326739735494\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5665.77929229941\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4256.268383804825\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3421.7413650211474\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3321.7047072977057\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3302.986150212323\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3298.547607177119\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3297.751447386792\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3297.8097321749347\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3297.510142841903\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3297.4782882026584\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3297.476637245359\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3297.4742477794307\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3297.474235840634\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3297.474235178259\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3297.474235178259\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12005.361279543606\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 155159883951.2691\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 31747.780658497122\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5719.236573406426\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4257.072097241125\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3421.086800212854\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3322.791994445385\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3304.1967878319415\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3299.6071136864552\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3298.8717833781125\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3299.2536358274556\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3298.633473684713\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3298.5974873860523\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3298.5964926753572\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3298.5960602800947\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3298.5960596492687\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3298.5960596492687\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12018.687428610534\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 155659023121.10706\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 33381.2281348692\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5601.5180157434015\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4262.3243764639665\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3420.9280747374405\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3324.1456384213066\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3305.4722864871546\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3300.9971690840975\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3300.219018627443\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3300.3981964170916\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3299.9851863213617\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3299.9502623750145\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3299.9483252564223\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3299.9468706092857\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3299.946866497936\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3299.946866496883\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3299.946866497936\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12016.220504510526\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134085199829.0116\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 30145.93405372124\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5862.823321591122\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4257.4479313456295\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3421.8685597318527\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3325.193504398206\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3306.678193427645\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3301.8543312956413\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3301.2699623248363\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3302.8850902031936\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 3301.0151485786837\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3300.995482249448\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3300.995363748989\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3300.995348067532\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3300.995348067077\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3300.995348067532\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12028.210805100192\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 116806678203.90256\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 28491.586319118287\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6030.325968511047\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4255.160017704582\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3421.9529323218067\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3326.270439952968\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3307.927502358868\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3302.770657501882\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3302.29403912224\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3304.483265066307\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 3302.0322057585336\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3302.0187866348024\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3302.0187099960986\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3302.0187039626094\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3302.018703961893\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3302.0187039626094\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12039.67806381594\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 124513138787.39293\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 26468.96999350402\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6267.658618691034\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4251.770846241294\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3388.437037478401\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3327.0964319893073\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3308.869707657861\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3303.661171463626\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3303.259785372254\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3303.0682547705283\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3303.0126448122046\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3303.001245735665\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3303.006046222561\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3302.9938750171254\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3302.9937821847316\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3302.9937821852463\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3302.9937821847316\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12038.71279081967\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 154702787753.49072\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 24617.68914381869\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6520.203646392487\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4249.543235749556\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3368.5960139553463\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3328.0368350336503\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3310.1382350545564\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3304.563079762611\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3304.2827362073263\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3304.052074920975\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3321.5885774136295\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3304.0198041459025\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3304.019745002881\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3304.019742893535\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3304.0197428944157\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3304.019742893535\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12040.108157801567\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 154066278305.83725\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 21896.355855978123\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6986.777888268573\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4243.046938930176\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3354.102172409675\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3328.92078286804\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3312.022890292743\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3305.414732111874\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3305.324157940599\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3310.7786287656772\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3305.111157322968\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3305.069372854465\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3305.06862348594\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3305.0685553563517\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3305.068554743802\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3305.068554743802\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12067.648123245173\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 132183963563.72311\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 22079.297480311667\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6967.50805989457\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4242.844421006176\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3354.559096552361\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3330.131839371732\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3313.3247391792447\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3306.627083024462\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3306.5427271650606\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3311.9630256968503\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3306.3282450719707\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3306.287082052101\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3306.286377302743\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3306.286312238568\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3306.2863116571666\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3306.2863116571666\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12048.6496710617\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 86398886230.08316\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20968.355199296857\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7190.507717672208\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4242.29839849234\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3352.5156400597325\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3331.384550688901\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3315.001065963237\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3307.820725818061\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3307.7947879375815\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3312.78311656526\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3307.578087679628\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3307.5455070167836\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3307.544096513623\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3307.5440391121674\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3307.544036440191\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 3307.5440364399765\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3307.544036440191\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12042.501489798653\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 153794040217.56766\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18366.95047725559\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7865.100568416114\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4234.628205479752\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3347.252700548483\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3332.504941013385\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3317.690032894927\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3308.8760927718745\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3308.8919011118896\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3312.622064791475\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3308.6954279683237\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3308.722683587396\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3308.6822810168374\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3308.6822624868187\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3308.682261399834\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3308.682261400742\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3308.682261399834\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12016.604715166506\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 114499706615.672\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18821.98740772281\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7717.527850244487\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4238.553851558612\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3351.447525375499\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3334.1405968537633\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3318.48593450192\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3310.473940636395\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3310.4838970600244\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3314.892413197822\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3310.277258324668\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3310.2649044140862\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3310.2511558680562\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3310.2509096809945\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3310.250901316508\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 3310.250901315894\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3310.250901316508\n", " Iterations: 17\n", " Function evaluations: 155\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12022.331010783204\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 158403516444.58734\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 17444.694180042563\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8157.8612170476845\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4236.743316644443\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3348.147710445526\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3335.0904695108466\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3320.6179206186835\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3311.333561295217\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3311.320038361405\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3313.8789055221355\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3311.170135713447\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3311.1688099206276\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3311.1692602571493\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3311.168677182731\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3311.1686702862735\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3311.1686702862853\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3311.1686702862735\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12045.131406997996\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 122677858573.33524\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 19568.35485565759\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7538.759329742347\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4241.89708776305\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3358.1671873214027\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3337.1936778717472\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3320.4502255965617\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3313.4558727770113\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3313.446990670809\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3318.3119407405284\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3313.237862517248\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3313.2151010960833\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3313.2069747847663\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3313.2067555283616\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3313.2067491439648\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3313.206748722041\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3313.206748722041\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12051.291762880872\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 149216709360.61987\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 18122.416811507057\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7967.443044013849\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4239.2419439480645\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3353.8726590653814\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3338.1561813835297\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3322.4193480404856\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3314.319213773756\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3314.292688795618\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3316.6924102719804\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3314.1564636321655\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3314.1598959242237\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3314.152497996448\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3314.15247118294\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3314.1524711815814\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3314.15247118294\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12068.051319895781\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 147772812796.71344\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 20217.58913112502\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7406.986065429057\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4247.281128367713\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3364.1063786177147\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3340.2459413592196\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3322.4721109843317\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3316.3280772536114\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3316.3236962371916\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3319.931401433896\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3316.1288663700907\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3316.1267897840958\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3316.127418953934\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3316.126277260312\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3316.1262752050843\n", "Iteration: 17, Func. Count: 156, Neg. LLF: 3316.126275204839\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3316.1262752050843\n", " Iterations: 17\n", " Function evaluations: 156\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11967.83207893604\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 33478.47413997929\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 221143.15282073396\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 5298.780258768734\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 4233.704108643336\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 3378.5134449315365\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 3344.470789947718\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 3330.2473733724087\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 3329.318776888019\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 3321.0707930350936\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3343.20474261858\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3321.9910965954837\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3320.7882668315083\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3320.7454983379776\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3320.7404470806823\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3320.740120901449\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 3320.7400867165125\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 3320.7400867166743\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3320.7400867165125\n", " Iterations: 18\n", " Function evaluations: 165\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11954.268466608004\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 48501.52810269442\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 170094.60910362186\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4991.963496253421\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4252.984536462027\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3462.4988536379506\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3346.053692298544\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3327.7125162534003\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3339.310066297562\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3322.321738077663\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3338.6678725592747\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3323.2614554349902\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3322.0304086157494\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3322.0034098342776\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3322.000647639822\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3322.0005201612485\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3322.000512519573\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3322.0005125193684\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3322.000512519573\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11953.007107050538\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 58048.1849443816\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 142034.02293096812\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4937.84073171719\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4259.846724211093\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3462.446233678746\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3347.2199981088315\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3329.0816720422868\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3346.360849366683\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3323.52223195014\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3337.222677334108\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3325.604902831111\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3323.226265446059\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3323.212518690586\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3323.2111246978334\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3323.21108613952\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3323.2110831628406\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3323.2110831628856\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3323.2110831628406\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11949.55744343111\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 93975.03531650767\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 87190.65422033118\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 4974.736453418096\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4266.730134788333\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3469.510845997671\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3348.37404481493\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3329.8287325307438\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3332.8716576258084\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3324.6225975013394\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3337.7333838038335\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3327.1279420343935\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3324.3197728195237\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3324.307193259176\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3324.306056236686\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3324.3060253525136\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3324.3060225853915\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3324.3060225856057\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3324.3060225853915\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11949.73197403633\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 134193.7302712181\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 63464.242605247884\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5138.250307961773\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4267.865418537887\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3472.825291904761\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3349.6244098613024\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3331.3834399075777\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3334.2981162025158\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3325.8538555584582\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3337.7845986464827\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3330.1276611662997\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3325.5458326087605\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3325.5350326950656\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3325.533957250972\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3325.533927545326\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3325.5339251787827\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3325.5339251791183\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3325.5339251787827\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11944.850590856373\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 249088.016228261\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 39918.892440644995\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5671.15677190755\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4259.520511108929\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3403.1161750957635\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3350.513054224936\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3332.9540639423967\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3333.298395113395\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3326.8965660150325\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3343.0006559849026\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3327.9558943598613\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3326.599326138643\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3326.582906179128\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3326.581718578902\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3326.58167526733\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3326.581669454472\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3326.5816694546247\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3326.581669454472\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11940.7504956887\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 502133.33205431845\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 28577.96410756816\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6331.813769423998\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4263.178761875842\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3396.756352457623\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3351.4969018494694\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3334.3820812822673\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3333.1335748394467\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3327.8916351273065\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3339.28043339051\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3330.5594828839035\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3327.6054477925672\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3327.5910410392607\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3327.5898343329463\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3327.5897882928757\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3327.589782605349\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3327.589782605631\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3327.589782605349\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11958.100449270887\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 193959.79356540614\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 50070.00391312569\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5336.980022785095\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4271.642037156356\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3450.8950929179823\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3353.5458522516237\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3335.6336922436703\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3339.991173320708\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3329.8455146261585\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3342.4985072162135\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3333.951789449033\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3329.542991475092\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3329.5319950738103\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3329.5307853715262\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3329.5307524004634\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3329.5307495278967\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3329.530749528173\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3329.5307495278967\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11962.501907790354\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 350957.32739904255\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 37846.50785379364\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5687.8922768239145\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4275.609752008577\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3434.9433377042606\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3354.5730502745155\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3336.874142623123\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3339.090453813432\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3330.9132607167066\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3342.6144454228865\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3335.7543947432882\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3330.6172643197674\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3330.6055976805837\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3330.6040445801045\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3330.603998889912\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3330.6039950441145\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3330.6039950443756\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3330.6039950441145\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11960.40639484439\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 659609.3777512221\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 29230.89936240362\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6209.727363868982\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4279.723051132494\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3424.521739583741\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3355.687031711979\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3338.4574369952243\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3337.618743946509\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3331.9463522569845\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3340.871926592384\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3339.35972339083\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3331.6612189716957\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3331.649257561959\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3331.6479365067707\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3331.6478900490506\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3331.6478872915122\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3331.6478872918433\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3331.6478872915122\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11965.774101788598\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 1515792.8907516263\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 24683.688142034014\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6654.066956612245\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4284.958297784022\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3426.5703817501753\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3356.8197769997587\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3339.7856425620666\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3336.218275391061\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3332.9960938999825\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3339.555201947469\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3332.7248399341215\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3332.7088014208457\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3332.707533692931\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3332.7057953029534\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3332.705785493023\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3332.7057842977433\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3332.705784297712\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3332.7057842977433\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11974.521902175475\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 8624284.020349896\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 21969.90425824729\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 7093.793973355232\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 4253.585582009482\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 3372.9628938080828\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 3357.3602383951024\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 3345.3622940898445\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 3338.038646952303\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 3334.1237929654626\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 3353.6561704359756\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 3333.7918704083786\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3333.789211155041\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3333.7832234462758\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3333.7827950952733\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3333.7827694484567\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 3333.7827684899808\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3333.7827684899808\n", " Iterations: 17\n", " Function evaluations: 158\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11974.059895031933\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 176456890194.2832\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 19982.57548256093\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 7512.25641090904\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 4252.972434436393\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 3371.0882600561135\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 3358.3161363492973\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 3347.2269303060316\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 3337.5152275957435\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 3335.0825089155255\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 3346.9040711211537\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 3334.73388327923\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3334.7248302988446\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3334.7241706047234\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3334.7240034995693\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3334.7240024704306\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3334.72400247047\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3334.7240024704306\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11978.55740538119\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 153574986710.61285\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 18376.430522039747\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 7958.3267917140665\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 4251.7318200507025\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 3370.2803713556395\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 3359.45025345362\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 3348.6833878154694\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 3338.366144013446\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 3336.1615280147753\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 3345.5114320658804\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 3335.800011850766\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3335.788605906334\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3335.7879068015327\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3335.787671549112\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3335.7876715498414\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3335.787671549112\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11994.765803041311\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 138278987376.4536\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 17712.523900006803\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7697.855523735217\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4354.023177532791\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3433.6876038891414\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3361.0999123999036\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3344.916869285422\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3339.0988180998684\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3337.089713452764\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3336.8700808810345\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3370.080037436589\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3336.8405172050834\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3336.840325742448\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3336.8403167774222\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3336.8403167771044\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3336.8403167774222\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12023.013328717456\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 170045729017.31396\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 18642.765677416253\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 7910.671477637001\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 4256.144447305809\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 3373.0872665722645\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 3361.88900366904\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 3351.0550405167137\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 3340.4808255839766\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 3338.613540425815\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 3338.6988041515515\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 3338.267327891164\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3338.244250506073\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3338.2434654118115\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3338.2428744095014\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3338.242864729069\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 3338.2428587418763\n", "Iteration: 18, Func. Count: 165, Neg. LLF: 3338.242858741616\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3338.2428587418763\n", " Iterations: 18\n", " Function evaluations: 165\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11964.965251649015\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 230096.91474366662\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 36591.82581215333\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5919.203106654042\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4278.896009573244\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3410.3191630771908\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3364.9026703508152\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3348.3067323985165\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3357.5361058986173\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3341.343260617441\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3357.453880062183\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3343.7011911754835\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3341.0554865577606\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3341.0423386892153\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3341.0408178688285\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3341.040770942004\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3341.040764153132\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3341.04076415343\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3341.040764153132\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11982.921761788908\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 393454.9279119951\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 31962.710099825897\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6094.537612016889\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4290.406336994372\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3427.700893350022\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3366.150346715426\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3349.036500288068\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3351.093133632122\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3342.4402595172824\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3354.395298607183\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3347.3600258740917\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3342.156914150006\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3342.144072031949\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3342.1423722784816\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3342.1423202700003\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3342.142315718147\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3342.1423157183754\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3342.142315718147\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11983.809278665112\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 615104.1545624166\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 26293.821895278918\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6589.410207829136\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4291.96955091179\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3418.7085887688554\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3367.2900020895586\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3350.699015067883\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3350.905903495737\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3343.5700537025823\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3354.328280372072\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3349.643338788652\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3343.2944031982065\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3343.281588914971\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3343.2799393315213\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3343.2798872526205\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3343.2798828925916\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3343.2798828927666\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3343.2798828925916\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 11993.758118425621\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 1701040.8367065864\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 22084.9693074725\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7110.2085113575995\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4298.872977348371\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3426.623733021448\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3368.48383925156\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3351.89627717467\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3347.5940562067663\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3344.5703929146566\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3351.0088979390594\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3344.3073066526727\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3344.2890442201688\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3344.2875368814257\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3344.2864080674663\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3344.2863999296105\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3344.2863992939424\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3344.2863992939424\n", " Iterations: 17\n", " Function evaluations: 157\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12002.409546501076\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 179021661932.00543\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 19371.4256857972\n", "Iteration: 4, Func. Count: 44, Neg. LLF: 7700.224260886957\n", "Iteration: 5, Func. Count: 54, Neg. LLF: 4265.461878899096\n", "Iteration: 6, Func. Count: 64, Neg. LLF: 3381.7032643844987\n", "Iteration: 7, Func. Count: 73, Neg. LLF: 3368.937179703118\n", "Iteration: 8, Func. Count: 82, Neg. LLF: 3358.1419411834104\n", "Iteration: 9, Func. Count: 91, Neg. LLF: 3349.676337225164\n", "Iteration: 10, Func. Count: 100, Neg. LLF: 3345.63128940076\n", "Iteration: 11, Func. Count: 109, Neg. LLF: 3363.6912788842487\n", "Iteration: 12, Func. Count: 118, Neg. LLF: 3345.2842122856428\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3345.2843496840524\n", "Iteration: 14, Func. Count: 135, Neg. LLF: 3345.2766040345573\n", "Iteration: 15, Func. Count: 143, Neg. LLF: 3345.2758596626645\n", "Iteration: 16, Func. Count: 151, Neg. LLF: 3345.2758583719246\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 3345.2758583716413\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3345.2758583719246\n", " Iterations: 17\n", " Function evaluations: 158\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12014.480346758573\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 177591708220.17404\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 18258.5920291871\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7549.390334490625\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4372.810155338023\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3443.141550107135\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3370.6296510874645\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3354.637057666972\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3349.9129507130638\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3346.507170909101\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3352.501680477948\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3353.4247468795043\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3346.282802963889\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3346.2668398638866\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3346.2660654531205\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3346.2660365799848\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 3346.2660358290564\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3346.2660358290564\n", " Iterations: 17\n", " Function evaluations: 158\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12005.657108110738\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 156037209654.2204\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 18157.919129431557\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7575.565271924797\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4373.417200723156\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3444.489387911901\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3371.9933671944686\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3355.9707694845038\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3351.1161205342605\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3347.855504306275\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3353.5724495903078\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3354.936187093481\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3347.6299323125645\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3347.614326313439\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3347.6135977676795\n", "Iteration: 16, Func. Count: 150, Neg. LLF: 3347.6135697984764\n", "Iteration: 17, Func. Count: 158, Neg. LLF: 3347.6135690494157\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3347.6135690494157\n", " Iterations: 17\n", " Function evaluations: 158\n", " Gradient evaluations: 17\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12017.258126303375\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 180772727373.8147\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 17979.346384000142\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 7621.724407376271\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4377.21830842531\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3444.2979685195214\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3373.067701211332\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3356.924799466919\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3351.135362906555\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3348.84678154443\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3348.620240766937\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3365.916849618585\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3348.604067456146\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3348.603812808922\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3348.6038013621046\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3348.603800797253\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3348.603800797253\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12021.15194589648\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 180904311628.64328\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 16423.8034711059\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8164.242610855671\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4362.092482616801\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3444.129526660619\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3373.8328173567666\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3358.3810531565623\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3351.0905579786213\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3349.737693115869\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3349.505293428696\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3383.6867858502637\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3349.4730136969806\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3349.47285629645\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3349.4728553782093\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3349.4728553782093\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12022.156948817352\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 182198695530.29578\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 15407.28114729355\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 8595.611944901555\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4353.917392282632\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3444.250320270723\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3374.7916431880776\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3359.6207914358015\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3351.360995917158\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3350.6805730409988\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3350.427306286557\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3388.8090694373313\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3350.401707851446\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3350.4016788928047\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3350.4016788923627\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3350.4016788928047\n", " Iterations: 15\n", " Function evaluations: 141\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12026.210549513962\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 168238681008.0726\n", "Iteration: 3, Func. Count: 33, Neg. LLF: 13770.672010746624\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 9507.51729830165\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4335.93420142231\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3445.2376261411146\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3375.595800030285\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3361.1435092091574\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3351.896478315969\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3351.6050293796216\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3351.331501826705\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3381.047532320613\n", "Iteration: 13, Func. Count: 126, Neg. LLF: 3351.314912814547\n", "Iteration: 14, Func. Count: 134, Neg. LLF: 3351.3148618875866\n", "Iteration: 15, Func. Count: 142, Neg. LLF: 3351.3148603037293\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3351.3148603036507\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3351.3148603037293\n", " Iterations: 16\n", " Function evaluations: 149\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12048.809802290594\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 149451852810.08264\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13273.102012640571\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9739.543491017479\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4363.435231676376\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3442.031534823921\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3376.817145930961\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3361.9578608944676\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3352.801264417022\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 3352.6888680091893\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3356.203629919416\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3352.6387992395357\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3352.417515835812\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3352.416969289326\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3352.416881722811\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3352.4168817236314\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3352.416881722811\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12086.475572704576\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 172509918107.25983\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13976.724030559542\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9306.330006504197\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4373.344192829498\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3443.1360586810483\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3378.1176076766187\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3363.113372210677\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3354.1882513186792\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 3353.994408611364\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3358.0174553594616\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3353.9530226936567\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3353.7154095678975\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3353.7149274622793\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3353.714816875613\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3353.714816210349\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3353.714816210349\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12127.407369450393\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 167465307849.22406\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14922.168467039584\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 8801.315646966556\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4387.814268309154\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3444.0542062161867\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3379.4239907772553\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3364.1717021009154\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3355.5857076114553\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3355.259830060271\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3354.9932930873815\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3379.971494549769\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3354.9776785187196\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3354.9776440655796\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3354.9776440653204\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3354.9776440655796\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12153.803537059886\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 164488862159.5788\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14117.434684978194\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9258.076956243061\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4378.660855540191\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3444.1649305556116\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3380.312374444279\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3365.3431712352176\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3356.32679631666\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 3356.1575691911303\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3360.0202506177657\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3356.1208082354415\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3355.8789339890163\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3355.878465153358\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3355.8783619791566\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3355.878361980274\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3355.8783619791566\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12143.277523734054\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 135670376186.24251\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14159.128736392313\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9222.401267361503\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4382.570220673517\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3445.227000486712\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3381.6101236137847\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3366.5406330676897\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3357.5791005940237\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 3357.414241725717\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3361.2295952156446\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3357.377611632095\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3357.1375766382007\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3357.1371124805783\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3357.137012381315\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3357.1370123822944\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3357.137012381315\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12163.64580679874\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 167544032752.33508\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 14702.024394466549\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 8894.715537883956\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4395.474207897836\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3445.3650475314143\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3382.7333725015606\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3367.377260307467\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3358.639588956331\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 3358.459785562878\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3362.302693932228\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3358.424335249852\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3358.1867513335883\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3358.186322910001\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3358.1862263085213\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3358.18622630904\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3358.1862263085213\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12172.914904321386\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 166346807645.30542\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12993.069046553312\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9988.78067577107\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4372.757541803568\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3445.8529310067133\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3383.615422767254\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3368.869703141492\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3359.343191862451\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 3359.313370942546\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3362.147423756536\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3359.249683320215\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3359.062537394693\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3359.062058274734\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3359.0620205040004\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3359.062020503406\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3359.0620205040004\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12157.20637963702\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 168082884459.95862\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 13210.838485498394\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 9814.05529671995\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4379.161579199774\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3447.016840067604\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3384.9488896129574\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3370.029984889394\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3360.6508199675336\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 3360.610521139198\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3363.5146265747426\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3360.5521442138916\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3360.356877790919\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3360.356391527177\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3360.356349220319\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3360.3563492197654\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3360.356349220319\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12165.902338698743\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 169968791199.5646\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11811.71245565912\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11005.881476947325\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4368.201411822558\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3446.605784675217\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3385.7814561343944\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3370.737673513106\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3361.501977669655\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 3361.42757407995\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3364.449111771072\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3361.35443899153\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3361.1847260780937\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3361.1841686545067\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3361.1841268796743\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3361.1841268790695\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3361.1841268796743\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12189.617120150666\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 165027149930.18204\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 12574.221859404173\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 10382.0061170519\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4367.509195066139\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3450.9471121629394\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3387.551988395466\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3372.6410224249375\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3363.2506904189977\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 3363.227177245809\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3366.131813389543\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3363.144039631752\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3362.979634498781\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3362.97911478217\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3362.979087464072\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3362.979087463541\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3362.979087464072\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12211.52425079792\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 162954384267.10547\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 11829.735201485195\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 11075.590382872339\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4366.377842406453\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3449.7304183644173\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3388.454928785513\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3373.0839342964455\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3364.1521330467353\n", "Iteration: 10, Func. Count: 97, Neg. LLF: 3364.1008535586293\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3367.1514711583077\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3364.0017546942972\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3363.8572439132627\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3363.8566252600076\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3363.8566032190593\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3363.856603218489\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3363.8566032190593\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12223.258969074537\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 162115635723.5134\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 10637.259358732115\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 12495.808762915762\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4362.211242957161\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3448.4684533924915\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3389.2091499306407\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3373.59693112273\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3365.386691610901\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3364.890289628539\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3364.673339821431\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3386.3555686130603\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3364.6543219452456\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3364.6542807435176\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3364.6542807412397\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3364.6542807435176\n", " Iterations: 15\n", " Function evaluations: 140\n", " Gradient evaluations: 15\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12238.264799852539\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 160220076166.2251\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9384.792905558537\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 14442.480703575464\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4366.438803143568\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3442.4550649597268\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3390.1128500154937\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3373.388906942774\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3367.1109417688913\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3365.7117686713327\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3365.541267950307\n", "Iteration: 12, Func. Count: 115, Neg. LLF: 3397.62231447417\n", "Iteration: 13, Func. Count: 124, Neg. LLF: 3365.5085430275703\n", "Iteration: 14, Func. Count: 132, Neg. LLF: 3365.508402370218\n", "Iteration: 15, Func. Count: 140, Neg. LLF: 3365.5083982131573\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3365.5083982120204\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3365.5083982131573\n", " Iterations: 16\n", " Function evaluations: 147\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12265.575191129697\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 156590261844.40442\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 9041.427525184925\n", "Iteration: 4, Func. Count: 42, Neg. LLF: 15192.358123619131\n", "Iteration: 5, Func. Count: 52, Neg. LLF: 4360.718307516338\n", "Iteration: 6, Func. Count: 62, Neg. LLF: 3442.8033909960795\n", "Iteration: 7, Func. Count: 71, Neg. LLF: 3391.242595523081\n", "Iteration: 8, Func. Count: 80, Neg. LLF: 3374.343686631355\n", "Iteration: 9, Func. Count: 89, Neg. LLF: 3369.0192874431577\n", "Iteration: 10, Func. Count: 98, Neg. LLF: 3366.83586640662\n", "Iteration: 11, Func. Count: 106, Neg. LLF: 3366.7816852423252\n", "Iteration: 12, Func. Count: 114, Neg. LLF: 3372.1753260772184\n", "Iteration: 13, Func. Count: 123, Neg. LLF: 3366.644618768153\n", "Iteration: 14, Func. Count: 131, Neg. LLF: 3366.640900487863\n", "Iteration: 15, Func. Count: 139, Neg. LLF: 3366.6406406864307\n", "Iteration: 16, Func. Count: 147, Neg. LLF: 3366.6406268749315\n", "Iteration: 17, Func. Count: 155, Neg. LLF: 3366.64062520648\n", "Iteration: 18, Func. Count: 162, Neg. LLF: 3366.6406252062843\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3366.64062520648\n", " Iterations: 18\n", " Function evaluations: 162\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12313.635087681676\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 1073997.4055115536\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 28507.139401008637\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 6462.599364127717\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4341.14206022515\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3491.0097174112607\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3395.1196653496863\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3379.556140976514\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3378.8927775381107\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3371.128274677186\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3379.4546430823666\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3377.637416819249\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3370.8841947066803\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3370.8597004109506\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3370.858036388773\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3370.8576807911295\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3370.8576750418115\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3370.857675042164\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3370.8576750418115\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12375.257967302095\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 837825.1037689415\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 37421.20484524523\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5768.677443221277\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4357.527660956795\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3488.2037818201743\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3396.332465042222\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3380.164457106819\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3387.1333160178106\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3372.4153690641742\n", "Iteration: 11, Func. Count: 107, Neg. LLF: 3381.458327124372\n", "Iteration: 12, Func. Count: 116, Neg. LLF: 3377.9153508480554\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3372.1842578238648\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3372.1584442908998\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3372.1562257135342\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3372.155969017117\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3372.1559548182154\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3372.155954818474\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3372.1559548182154\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12246.66225002908\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 20454.665881109333\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 30849.864997528915\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 11520.757288883771\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4238.578641887676\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3483.3889295931867\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3400.7606155161266\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3379.2231023594622\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3391.2672729710594\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3376.591419395591\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3401.6676115980745\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3376.3791445422294\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3376.3741973971955\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3376.373566263191\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3376.373558221586\n", "Iteration: 16, Func. Count: 148, Neg. LLF: 3376.373558222794\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3376.373558221586\n", " Iterations: 16\n", " Function evaluations: 148\n", " Gradient evaluations: 16\n", "Iteration: 1, Func. Count: 9, Neg. LLF: 12285.35731869765\n", "Iteration: 2, Func. Count: 21, Neg. LLF: 61452.96555940974\n", "Iteration: 3, Func. Count: 32, Neg. LLF: 48628.84432150461\n", "Iteration: 4, Func. Count: 43, Neg. LLF: 5889.450858354645\n", "Iteration: 5, Func. Count: 53, Neg. LLF: 4333.764177952795\n", "Iteration: 6, Func. Count: 63, Neg. LLF: 3493.775038112126\n", "Iteration: 7, Func. Count: 72, Neg. LLF: 3403.0263592867677\n", "Iteration: 8, Func. Count: 81, Neg. LLF: 3384.0737014834167\n", "Iteration: 9, Func. Count: 90, Neg. LLF: 3387.2837855753887\n", "Iteration: 10, Func. Count: 99, Neg. LLF: 3379.6342872386467\n", "Iteration: 11, Func. Count: 108, Neg. LLF: 3398.860986931224\n", "Iteration: 12, Func. Count: 117, Neg. LLF: 3379.3323021607475\n", "Iteration: 13, Func. Count: 125, Neg. LLF: 3379.3274198793415\n", "Iteration: 14, Func. Count: 133, Neg. LLF: 3379.3175068852365\n", "Iteration: 15, Func. Count: 141, Neg. LLF: 3379.316963382178\n", "Iteration: 16, Func. Count: 149, Neg. LLF: 3379.3168596826445\n", "Iteration: 17, Func. Count: 157, Neg. LLF: 3379.316857363871\n", "Iteration: 18, Func. Count: 164, Neg. LLF: 3379.316857362266\n", "Optimization terminated successfully (Exit mode 0)\n", " Current function value: 3379.316857363871\n", " Iterations: 18\n", " Function evaluations: 164\n", " Gradient evaluations: 18\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "array([ 1.25811488, 1.22262724, 1.21055656, ..., -1.66433486,\n", " -1.66433486, -1.66433486])" ] }, "execution_count": 65, "metadata": {}, "output_type": "execute_result" } ], "source": [ "l = np.fix(len(r)/3).astype(int)\n", "VaR_GN = np.zeros(len(r))\n", "qalpha = norm.ppf(0.05)\n", "for i in range(l, len(r)):\n", " # am_ar_garch = arch_model(r[:i], mean='ar', lags=1, vol='garch', dist='normal', p=2, q=2)\n", " am_ar_garch = arch_model(r[:i], mean='ar', lags=1, vol='garch', dist='normal', p=2, q=2)\n", " res_ar_garch = am_ar_garch.fit()\n", " a = res_ar_garch.forecast(horizon=1, align='origin',reindex=False)\n", " mu = a.mean['h.1'].iloc[-1]\n", " sigma = a.variance['h.1'].iloc[-1]\n", " VaR_GN[i] = -(mu + qalpha * np.sqrt(sigma))\n", " CVaR_GN=np.append(CVaR_GN,ES_Daily(r[i-50:i],0.95))\n", "plt.plot(r)\n", "plt.plot(VaR_GN*-1)\n", "plt.title('Gamma-Normal')\n", "plt.savefig('3.png')\n", "plt.show()\n", "CVaR_GN=CVaR_GN[1:]\n", "CVaR_GN" ] }, { "cell_type": "code", "execution_count": 68, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "l = np.fix(len(r)/3).astype(int)\n", "VaR_EVT = np.zeros(len(r))\n", "alpha = 0.05\n", "for i in range(l, len(r)):\n", " his_sample = r[i-200:i]\n", " his_sample = np.sort(his_sample)\n", " ind = np.ceil(len(his_sample)*0.1).astype(int)\n", " evt_sample = np.abs(his_sample[:ind])\n", " u = evt_sample[-1]\n", " evt_sample = evt_sample - u\n", " evt_sample = np.delete(evt_sample, -1)\n", "\n", " n = len(his_sample)\n", " Nu = len(evt_sample)\n", "\n", " parmhat = genpareto.fit(evt_sample, floc=0)\n", " kHat = parmhat[0]; # Tail index parameter\n", " sigmaHat = parmhat[2]; # Scale parameter\n", " VaR_EVT[i] = u + sigmaHat / kHat * ((alpha * n / Nu) ** -kHat - 1)\n", " CVaR_EVT=np.append(CVaR_EVT,ES_Daily(r[i-50:i],0.95))\n", "plt.plot(r)\n", "plt.title('POT')\n", "\n", "\n", "CVaR_EVT=CVaR_EVT[1:]\n", "CVaR_EVT\n", "plt.plot(CVaR_EVT*-1)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(r)\n", "plt.title('POTC')\n", "\n", "\n", "CVaR_EVT=CVaR_EVT[1:]\n", "CVaR_EVT\n", "plt.plot(CVaR_EVT)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 76, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "array([ 1.17121559, 1.15358165, 1.15358165, ..., -1.66433486,\n", " -1.66433486, -1.66433486])" ] }, "execution_count": 76, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# 历史模拟方法\n", "l = np.fix(len(r)/3).astype(int)\n", "VaR_HS = np.zeros(len(r))\n", "qalpha = int(200*0.05)\n", "for i in range(l, len(r)):\n", " his_sample = r[i-200:i]\n", " his_sample = np.sort(his_sample)\n", " VaR_HS[i] = -his_sample[qalpha-1]\n", " CVaR_HS=np.append(CVaR_HS,ES_Daily(r[i-50:i],0.95))\n", "plt.plot(r)\n", "plt.title('historyC')\n", "CVaR_HS=CVaR_HS[1:]\n", "plt.plot(CVaR_HS)\n", "plt.show()\n", "CVaR_HS" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "data = pd.DataFrame({'return': r, 'VaR_RM': VaR_RM, 'VaR_GN': VaR_GN, 'VaR_HS': VaR_HS, 'VaR_EVT': VaR_EVT})\n", "data.to_csv('Data_VaR.csv')" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " , LRuc, pLRuc, LRind, pLRind, LRcc, pLRcc\n", "RiskMetrics , 0.2129, 0.6445, 0.3184, 0.5726, 0.5313, 0.7667\n", "GarchNormal , 1.9841, 0.1590, 0.1114, 0.7385, 2.0955, 0.3507\n", "HisSim , 0.0006, 0.9805, 0.0804, 0.7767, 0.0810, 0.9603\n", "EVT GPD , 0.1161, 0.7333, 0.1998, 0.6549, 0.3159, 0.8539\n" ] } ], "source": [ "def myfun_Kupiec(r, VaR, pstar):\n", " N = np.sum(r > VaR)\n", " T = len(r)\n", " LRuc = -2*((T-N)*np.log(1-pstar)+N*np.log(pstar)) + 2*((T-N)*np.log(1-N/T)+N*np.log(N/T))\n", " pvalue_LRuc = 1 - chi2.cdf(LRuc, 1)\n", " return LRuc, pvalue_LRuc\n", "\n", "def myfun_Christoffersen(r, VaR):\n", " ind = r > VaR\n", " ind1 = ind[:-1]\n", " ind2 = ind[1:]\n", " n00 = np.sum((ind1==0) & (ind2==0))\n", " n01 = np.sum((ind1==0) & (ind2==1))\n", " n10 = np.sum((ind1==1) & (ind2==0))\n", " n11 = np.sum((ind1==1) & (ind2==1))\n", "\n", " Pi01 = n01/(n01+n00)\n", " Pi11 = n11/(n10+n11)\n", " Pi2 = (n01+n11)/(n00+n01+n10+n11)\n", "\n", " LRind = (n00+n10)*np.log(1-Pi2) + (n01+n11)*np.log(Pi2) - \\\n", " n00*np.log(1-Pi01) - n01*np.log(Pi01) - n10*np.log(1-Pi11) - n11*np.log(Pi11)\n", " LRind = LRind*-2\n", " pvalue_LRind = 1 - chi2.cdf(LRind, 1)\n", " return LRind, pvalue_LRind\n", "\n", "def myfun_Kupiec_Christoffersen(LRuc, LRind):\n", " LRcc = LRuc + LRind\n", " pvalue_LRcc = 1 - chi2.cdf(LRcc, 2)\n", " return LRcc, pvalue_LRcc\n", "\n", "data = pd.read_csv('Data_VaR.csv')\n", "ind = data['VaR_RM'] > 0\n", "r = data.loc[ind, ['return']].values*-1\n", "VaR_RM = data.loc[ind, ['VaR_RM']].values\n", "VaR_GN = data.loc[ind, ['VaR_GN']].values\n", "VaR_HS = data.loc[ind, ['VaR_HS']].values\n", "VaR_EVT = data.loc[ind, ['VaR_EVT']].values\n", "\n", "pstar = 0.05;\n", "[LRuc_RM, pvalue_LRuc_RM] = myfun_Kupiec(r, VaR_RM, pstar)\n", "[LRind_RM, pvalue_LRind_RM] = myfun_Christoffersen(r, VaR_RM)\n", "[LRcc_RM, pvalue_LRcc_RM] = myfun_Kupiec_Christoffersen(LRuc_RM, LRind_RM)\n", "\n", "[LRuc_GN, pvalue_LRuc_GN] = myfun_Kupiec(r, VaR_GN, pstar)\n", "[LRind_GN, pvalue_LRind_GN] = myfun_Christoffersen(r, VaR_GN)\n", "[LRcc_GN, pvalue_LRcc_GN] = myfun_Kupiec_Christoffersen(LRuc_GN, LRind_GN)\n", "\n", "[LRuc_HS, pvalue_LRuc_HS] = myfun_Kupiec(r, VaR_HS, pstar)\n", "[LRind_HS, pvalue_LRind_HS] = myfun_Christoffersen(r, VaR_HS)\n", "[LRcc_HS, pvalue_LRcc_HS] = myfun_Kupiec_Christoffersen(LRuc_HS, LRind_HS)\n", "\n", "[LRuc_EVT, pvalue_LRuc_EVT] = myfun_Kupiec(r, VaR_EVT, pstar)\n", "[LRind_EVT, pvalue_LRind_EVT] = myfun_Christoffersen(r, VaR_EVT)\n", "[LRcc_EVT, pvalue_LRcc_EVT] = myfun_Kupiec_Christoffersen(LRuc_EVT, LRind_EVT)\n", "\n", "\n", "print('{:12s}, {:>12s}, {:>12s}, {:>12s}, {:>12s}, {:>12s}, {:>12s}'.format('', 'LRuc', 'pLRuc', 'LRind', 'pLRind', 'LRcc', 'pLRcc'))\n", "print('{:12s}, {:12.4f}, {:12.4f}, {:12.4f}, {:12.4f}, {:12.4f}, {:12.4f}'.format('RiskMetrics', LRuc_RM, pvalue_LRuc_RM, LRind_RM, pvalue_LRind_RM, LRcc_RM, pvalue_LRcc_RM))\n", "print('{:12s}, {:12.4f}, {:12.4f}, {:12.4f}, {:12.4f}, {:12.4f}, {:12.4f}'.format('GarchNormal', LRuc_GN, pvalue_LRuc_GN, LRind_GN, pvalue_LRind_GN, LRcc_GN, pvalue_LRcc_GN))\n", "print('{:12s}, {:12.4f}, {:12.4f}, {:12.4f}, {:12.4f}, {:12.4f}, {:12.4f}'.format('HisSim', LRuc_HS, pvalue_LRuc_HS, LRind_HS, pvalue_LRind_HS, LRcc_HS, pvalue_LRcc_HS))\n", "print('{:12s}, {:12.4f}, {:12.4f}, {:12.4f}, {:12.4f}, {:12.4f}, {:12.4f}'.format('EVT GPD', LRuc_EVT, pvalue_LRuc_EVT, LRind_EVT, pvalue_LRind_EVT,LRcc_EVT, pvalue_LRcc_EVT))" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "# 开始计算 ES 值\n", "'''\n", "输入:\n", " a:每日收益率\n", " x:置信度\n", "输出:\n", " ES\n", "'''\n", "def ES_Daily(a,x,VaR):\n", " VaR=np.percentile(a,(1-x)*100)\n", " ES=a[a<=VaR]\n", " return ES\n", "#print('99%置信水平下的ES为{:.2f}'.format(\\\n", "#ES_daily(df1.rev_rate,0.99)))\n" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0.97297302, 0.9302322 , 0.89207859, 0.90181125, 0.92022444,\n", " 0.93471851, 0.95892549, 0.94213448, 0.94633394, 0.96901933,\n", " 0.94164579, 0.92332019, 0.92003337, 0.92749758, 0.9100682 ,\n", " 0.84072198, 0.84976179, 0.82608622, 0.81773092, 0.76474759,\n", " 0.72375941, 0.67883222, 0.66562092, 0.6641196 , 0.67557382,\n", " 0.67470042, 0.69428275, 0.72558217, 0.74602514, 0.74118591,\n", " 0.73441951, 0.72580607, 0.69829781, 0.71026398, 0.70868405,\n", " 0.70675034, 0.71155511, 0.79298947, 0.7949811 , 0.7972258 ,\n", " 0.79970013, 0.76706113, 0.77014325, 0.79702909, 0.80287638,\n", " 0.79198379, 0.84264022, 0.88244934, 0.88720066, 0.89255448,\n", " 0.89044482, 0.87661484, 0.86428774, 0.84936024, 0.9236388 ,\n", " 0.92156879, 0.90979148, 0.85308419, 0.83454019, 0.83423641,\n", " 0.88246412, 0.88027945, 0.8620341 , 0.88919068, 0.8939279 ,\n", " 0.89438835, 0.88909021, 0.91072811, 0.91602204, 0.93103164,\n", " 0.94397344])" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "CVaR_RM=[]\n", "for i in VaR_RM:\n", " CVaR_RM.append(ES_Daily(r,0.95,i))\n" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[1.16980938],\n", " [1.14444209],\n", " [1.11957228],\n", " ...,\n", " [1.48539336],\n", " [1.56339199],\n", " [1.58864841]])" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "VaR_RM" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([1.25709594, 1.25811488, 1.22262724, 1.21055656, 1.22999437,\n", " 1.20255328, 1.16752694, 1.13245131, 1.1608019 , 1.11539002,\n", " 1.08627828, 1.15897652, 1.25580166, 1.24522051, 1.24742256,\n", " 1.2146236 , 1.1951352 , 1.24411135, 1.23799376, 1.25977955,\n", " 1.2245285 , 1.17994687, 1.17638623, 1.13166948, 1.10055038,\n", " 1.23499227, 1.18634724, 1.16689325, 1.15845975, 1.1247952 ,\n", " 1.12707837, 1.20425582, 1.21166005, 1.16825368, 1.14748577,\n", " 1.10055899, 1.09178116, 1.08108667, 1.06058088, 1.02308418,\n", " 1.16545668, 1.16270362, 1.18073152, 1.13628613, 1.09911574,\n", " 1.09500234, 1.07047088, 1.02327924, 1.0832062 , 1.19162409,\n", " 1.1573186 , 1.1640375 , 1.17814575, 1.13718786, 1.12355993,\n", " 1.10450634, 1.05113211, 1.05743689, 1.03917085, 0.99813646,\n", " 1.24047241, 1.2046271 , 1.20923966, 1.26661847, 1.24794389,\n", " 1.26206407, 1.2607507 , 1.23414332, 1.2387807 , 1.25527425,\n", " 1.23759169])" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "CVaR_GN=ES_Daily(VaR_GN,0.95)\n", "CVaR_GN" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([1.17121559, 1.17121559, 1.17121559, 1.15358165, 1.15358165,\n", " 1.15358165, 1.15358165, 1.17121559, 1.17121559, 1.17121559,\n", " 1.17121559, 1.17121559, 1.17121559, 1.17121559, 1.17121559,\n", " 1.17121559, 1.17121559, 1.17121559, 1.17121559, 1.17121559,\n", " 1.17121559, 1.17121559, 1.17121559, 1.17121559, 1.17121559,\n", " 1.17121559, 1.17121559, 1.17121559, 1.17121559, 1.17121559,\n", " 1.17121559, 1.17121559, 1.17121559, 1.17121559, 1.17121559,\n", " 1.17121559, 1.17121559, 1.17121559, 1.17121559, 1.17121559,\n", " 1.17121559, 1.17121559, 1.17121559, 1.17121559, 1.17121559,\n", " 1.17121559, 1.17121559, 1.17121559, 1.17143081, 1.17143081,\n", " 1.17143081, 1.16581631, 1.16581631, 1.16581631, 1.16581631,\n", " 1.16581631, 1.16581631, 1.16320162, 1.16320162, 1.16320162,\n", " 1.16581631, 1.16581631, 1.16581631, 1.16581631, 1.16581631,\n", " 1.16581631, 1.16581631, 1.16581631, 1.16581631, 1.16581631,\n", " 1.16581631, 1.16581631])" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "CVaR_HS=ES_Daily(VaR_HS,0.95)\n", "CVaR_HS" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(1404, 1)" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "CVaR_EVT=ES_Daily(VaR_EVT,0.95)\n", "\n" ] }, { "cell_type": "code", "execution_count": 75, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(r)\n", "CVaR_RM=CVaR_RM[1:]\n", "plt.plot(CVaR_RM)\n", "plt.title('Gamma-NormalC')\n", "plt.savefig('3.png')\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "ename": "ValueError", "evalue": "All arrays must be of the same length", "output_type": "error", "traceback": [ "\u001B[1;31m---------------------------------------------------------------------------\u001B[0m", "\u001B[1;31mValueError\u001B[0m Traceback (most recent call last)", "Cell \u001B[1;32mIn[48], line 1\u001B[0m\n\u001B[1;32m----> 1\u001B[0m data \u001B[38;5;241m=\u001B[39m \u001B[43mpd\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mDataFrame\u001B[49m\u001B[43m(\u001B[49m\u001B[43m{\u001B[49m\u001B[38;5;124;43m'\u001B[39;49m\u001B[38;5;124;43mCVaR_RM\u001B[39;49m\u001B[38;5;124;43m'\u001B[39;49m\u001B[43m:\u001B[49m\u001B[43m \u001B[49m\u001B[43mCVaR_RM\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;124;43m'\u001B[39;49m\u001B[38;5;124;43mCVaR_GN\u001B[39;49m\u001B[38;5;124;43m'\u001B[39;49m\u001B[43m:\u001B[49m\u001B[43m \u001B[49m\u001B[43mCVaR_GN\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;124;43m'\u001B[39;49m\u001B[38;5;124;43mCVaR_HS\u001B[39;49m\u001B[38;5;124;43m'\u001B[39;49m\u001B[43m:\u001B[49m\u001B[43m \u001B[49m\u001B[43mCVaR_HS\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;124;43m'\u001B[39;49m\u001B[38;5;124;43mCVaR_EVT\u001B[39;49m\u001B[38;5;124;43m'\u001B[39;49m\u001B[43m:\u001B[49m\u001B[43m \u001B[49m\u001B[43mCVaR_EVT\u001B[49m\u001B[43m}\u001B[49m\u001B[43m)\u001B[49m\n\u001B[0;32m 2\u001B[0m data\u001B[38;5;241m.\u001B[39mto_csv(\u001B[38;5;124m'\u001B[39m\u001B[38;5;124mData_CVaR.csv\u001B[39m\u001B[38;5;124m'\u001B[39m)\n", "File \u001B[1;32mF:\\anaconda\\lib\\site-packages\\pandas\\core\\frame.py:664\u001B[0m, in \u001B[0;36mDataFrame.__init__\u001B[1;34m(self, data, index, columns, dtype, copy)\u001B[0m\n\u001B[0;32m 658\u001B[0m mgr \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_init_mgr(\n\u001B[0;32m 659\u001B[0m data, axes\u001B[38;5;241m=\u001B[39m{\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mindex\u001B[39m\u001B[38;5;124m\"\u001B[39m: index, \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mcolumns\u001B[39m\u001B[38;5;124m\"\u001B[39m: columns}, dtype\u001B[38;5;241m=\u001B[39mdtype, copy\u001B[38;5;241m=\u001B[39mcopy\n\u001B[0;32m 660\u001B[0m )\n\u001B[0;32m 662\u001B[0m \u001B[38;5;28;01melif\u001B[39;00m \u001B[38;5;28misinstance\u001B[39m(data, \u001B[38;5;28mdict\u001B[39m):\n\u001B[0;32m 663\u001B[0m \u001B[38;5;66;03m# GH#38939 de facto copy defaults to False only in non-dict cases\u001B[39;00m\n\u001B[1;32m--> 664\u001B[0m mgr \u001B[38;5;241m=\u001B[39m \u001B[43mdict_to_mgr\u001B[49m\u001B[43m(\u001B[49m\u001B[43mdata\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mindex\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mcolumns\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mdtype\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mdtype\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mcopy\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mcopy\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mtyp\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mmanager\u001B[49m\u001B[43m)\u001B[49m\n\u001B[0;32m 665\u001B[0m \u001B[38;5;28;01melif\u001B[39;00m \u001B[38;5;28misinstance\u001B[39m(data, ma\u001B[38;5;241m.\u001B[39mMaskedArray):\n\u001B[0;32m 666\u001B[0m \u001B[38;5;28;01mimport\u001B[39;00m \u001B[38;5;21;01mnumpy\u001B[39;00m\u001B[38;5;21;01m.\u001B[39;00m\u001B[38;5;21;01mma\u001B[39;00m\u001B[38;5;21;01m.\u001B[39;00m\u001B[38;5;21;01mmrecords\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m \u001B[38;5;21;01mmrecords\u001B[39;00m\n", "File \u001B[1;32mF:\\anaconda\\lib\\site-packages\\pandas\\core\\internals\\construction.py:493\u001B[0m, in \u001B[0;36mdict_to_mgr\u001B[1;34m(data, index, columns, dtype, typ, copy)\u001B[0m\n\u001B[0;32m 489\u001B[0m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[0;32m 490\u001B[0m \u001B[38;5;66;03m# dtype check to exclude e.g. range objects, scalars\u001B[39;00m\n\u001B[0;32m 491\u001B[0m arrays \u001B[38;5;241m=\u001B[39m [x\u001B[38;5;241m.\u001B[39mcopy() \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mhasattr\u001B[39m(x, \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mdtype\u001B[39m\u001B[38;5;124m\"\u001B[39m) \u001B[38;5;28;01melse\u001B[39;00m x \u001B[38;5;28;01mfor\u001B[39;00m x \u001B[38;5;129;01min\u001B[39;00m arrays]\n\u001B[1;32m--> 493\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[43marrays_to_mgr\u001B[49m\u001B[43m(\u001B[49m\u001B[43marrays\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mcolumns\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mindex\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mdtype\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mdtype\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mtyp\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mtyp\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mconsolidate\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mcopy\u001B[49m\u001B[43m)\u001B[49m\n", "File \u001B[1;32mF:\\anaconda\\lib\\site-packages\\pandas\\core\\internals\\construction.py:118\u001B[0m, in \u001B[0;36marrays_to_mgr\u001B[1;34m(arrays, columns, index, dtype, verify_integrity, typ, consolidate)\u001B[0m\n\u001B[0;32m 115\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m verify_integrity:\n\u001B[0;32m 116\u001B[0m \u001B[38;5;66;03m# figure out the index, if necessary\u001B[39;00m\n\u001B[0;32m 117\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m index \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[1;32m--> 118\u001B[0m index \u001B[38;5;241m=\u001B[39m \u001B[43m_extract_index\u001B[49m\u001B[43m(\u001B[49m\u001B[43marrays\u001B[49m\u001B[43m)\u001B[49m\n\u001B[0;32m 119\u001B[0m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[0;32m 120\u001B[0m index \u001B[38;5;241m=\u001B[39m ensure_index(index)\n", "File \u001B[1;32mF:\\anaconda\\lib\\site-packages\\pandas\\core\\internals\\construction.py:666\u001B[0m, in \u001B[0;36m_extract_index\u001B[1;34m(data)\u001B[0m\n\u001B[0;32m 664\u001B[0m lengths \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mlist\u001B[39m(\u001B[38;5;28mset\u001B[39m(raw_lengths))\n\u001B[0;32m 665\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mlen\u001B[39m(lengths) \u001B[38;5;241m>\u001B[39m \u001B[38;5;241m1\u001B[39m:\n\u001B[1;32m--> 666\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mValueError\u001B[39;00m(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mAll arrays must be of the same length\u001B[39m\u001B[38;5;124m\"\u001B[39m)\n\u001B[0;32m 668\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m have_dicts:\n\u001B[0;32m 669\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mValueError\u001B[39;00m(\n\u001B[0;32m 670\u001B[0m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mMixing dicts with non-Series may lead to ambiguous ordering.\u001B[39m\u001B[38;5;124m\"\u001B[39m\n\u001B[0;32m 671\u001B[0m )\n", "\u001B[1;31mValueError\u001B[0m: All arrays must be of the same length" ] } ], "source": [ "data = pd.DataFrame({'return': r, 'CVaR_RM': CVaR_RM, 'CVaR_GN': CVaR_GN, 'CVaR_HS': CVaR_HS, 'CVaR_EVT': CVaR_EVT})\n", "data.to_csv('Data_CVaR.csv')" ] } ], "metadata": { "kernelspec": { "display_name": "base", "language": "python", "name": "base" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.9" } }, "nbformat": 4, "nbformat_minor": 1 }