{ "cells": [ { "cell_type": "markdown", "id": "4d299af4a3d69f0a", "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "source": [ "# UD05 · Notebook 6 — Lógica difusa: ¿quién jugará?\n", "\n", "Variables: rendimiento, repuesto, amistad\n", "\n", "* Si tienes un buen rendimiento en entrenamiento y la amistad es mediana o buena, jugará bastante (Busquets)\n", "* Si tienes un mal rendimiento en el entrenamiento y la amistad es buena, jugará bastante (F.T.)\n", "* Si tienes un mal rendimiento en entrenamiento y poca amistad, jugarás poco (Rakitic)\n", "* Si tienes una buen rendimiento en el entrenamiento, la amistad es mala y ningún repuesto, jugará mucho (Messi con Setien)\n", "* Si tienes una buen rendimiento en el entrenamiento, la amistad es mala y tiene repuesto, jugará poco (Etoo en Guardiola)\n", "* Si tienes una muy buen rendimiento en el entrenamiento, la amistad es mala y tiene repuesto, jugarás mucho (Parejo en Setien)" ] }, { "cell_type": "code", "execution_count": null, "id": "d28d13c431ae8ae6", "metadata": { "ExecuteTime": { "end_time": "2023-09-19T13:05:53.722442Z", "start_time": "2023-09-19T13:05:52.948787Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "%pip install scikit-fuzzy networkx\n", "\n", "# scikit-fuzzy 0.4.2 ya no arranca en Python 3.12+ (importa `imp` y `distutils`, que\n", "# se eliminaron del lenguaje), asi que instalamos la 0.5.0. En esa version todo\n", "# funciona menos `ControlSystem.view()`: en su visualizador, la linea que guarda el\n", "# sistema quedo dentro de un `if` y nunca se ejecuta. Se arregla en tres lineas:\n", "from skfuzzy.control.visualization import ControlSystemVisualizer\n", "\n", "_init_original = ControlSystemVisualizer.__init__\n", "\n", "def _init_parcheado(self, control_system):\n", " _init_original(self, control_system)\n", " self.ctrl = control_system\n", "\n", "ControlSystemVisualizer.__init__ = _init_parcheado\n", "\n", "import numpy as np\n", "import skfuzzy as fuzz\n", "from skfuzzy import control as ctrl" ] }, { "cell_type": "code", "execution_count": 2, "id": "bc2d1352adc25c24", "metadata": { "ExecuteTime": { "end_time": "2023-09-19T13:05:53.723319Z", "start_time": "2023-09-19T13:05:52.961099Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# Variables de entrada\n", "rendiment = ctrl.Antecedent(np.arange(0, 11, 1), 'rendiment')\n", "recanvi = ctrl.Antecedent(np.arange(0, 11, 1), 'recanvi')\n", "relacio = ctrl.Antecedent(np.arange(0, 11, 1), 'relacio')\n", "\n", "# Variable de salida\n", "jugara = ctrl.Consequent(np.arange(0, 91, 1), 'jugara')" ] }, { "cell_type": "code", "execution_count": 3, "id": "fdf0ec0b5d915d3", "metadata": { "ExecuteTime": { "end_time": "2023-09-19T13:05:53.726277Z", "start_time": "2023-09-19T13:05:52.974845Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# Funciones de pertenencia automática\n", "rendiment.automf(3)\n", "recanvi.automf(3)\n", "relacio.automf(3)" ] }, { "cell_type": "code", "execution_count": 4, "id": "42b0b8e93cf99e09", "metadata": { "ExecuteTime": { "end_time": "2023-09-19T13:05:54.212731Z", "start_time": "2023-09-19T13:05:52.996387Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# Funciones de pertenencia personalizadas\n", "jugara['poc'] = fuzz.trimf(jugara.universe, [0, 0, 45])\n", "jugara['prou'] = fuzz.trimf(jugara.universe, [0, 45, 90])\n", "jugara['molt'] = fuzz.trimf(jugara.universe, [45, 90, 90])" ] }, { "cell_type": "code", "execution_count": 5, "id": "69da99c061631c49", "metadata": { "ExecuteTime": { "end_time": "2023-09-19T13:05:55.405074Z", "start_time": "2023-09-19T13:05:53.072732Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", 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1mpzn4ALt58GV3XDoO9VphMhRiamJjA4dTfn85elVpZfqOK9FCqBcElDGne71SjB5YwRX7sWrjiNEztkeDA+vQYdFYG2rOk3uKNUIan8KW8dq7T6EMFPzjs3jZtxNQgJCsLUy7etbCqBcNKJlBTxcHBi2PJw0mQoT5ujaPgibD2+NhkKmOzSeLU3HQ14PWNVHa/shhJk5cucI/zrzL/pV70cZtzKq47w2KYBykZOdDTM6+3I08iHf772sOo4QhpX0WPvH36sO1OunOk3us8sDHRbC9YNaESiEGUlISSBwbyC+BX3p7tNddRyDkAIol9X2zs8n9UsyY/N5LtyJUx1HCMPZOhbi7mhFgJW16jRqlKgH9fpq04DRZ1WnEcJgZh2Zxb0n9wiuH4y1mVzfUgApMLRZeYrnd2Lo8nBS0mTViDADl3ZoNwA3nQAFSqtOo9ZbY8DNW7sRPC1FdRohXlvYrTCWnlvK4JqDKeFSQnUcg5ECSAEHW2tmdvbl9K1YFu6UGyaFiUuMgdX9wLsB1P5EdRr1bB2g40K4fULbCkAIExaXHEfQviDqeNbh3Qrvqo5jUFIAKeLrlY8vGpVmzrYLnL4VozqOENn3zyitCGo/H6zkVwoARWtCgyHaZpC3T6hOI0S2TT80nbjkOCYETMBKZ17Xt3n9NCam/1tlKevhzNBl4SSlyqoRYYLObYJjv0LzEHAzn6Fxg2j4FRSsqLUDSU1SnUaILNt1fRcrL67ky1pfUjRvUdVxDE4KIIXsbKyY2dmXS3cfM2fbBdVxhMiahAewdgCUaQo1zGNViEHZ2GlTYffOayNBQpiQR4mPGBc2jvpF6/N22bdVx8kRUgAp5lPEhYGNy7Jw5yWORT5UHUeIzNvwJaQmQru5oNOpTmOcPKtAo+HavUA3DqtOI0SmTTo4iaS0JMb7j0dnpte3FEBGoPcbpalS1JWhy8NJTJGpMGECTq+CU39BqxngUlh1GuMWMBgKV9OmwlKeqE4jxCttvrqZjVc2MspvFIWcCqmOk2OkADICNtZWzOziy42HT5j+zznVcYR4ucd3Yf0QqNAGqnRWncb4WdtAx0Vat/htE1WnEeKl7j+5T/D+YBoXb0zrkq1Vx8lRUgAZiTKFnPmqeXl+CL3Cgcv3VccR4vn0elg3SPvvNrNl6iuzCpaHxkGwfwFcDVWdRojn0uv1TAibAMCYumPMdurr36QAMiIfBZSkVgk3hv0VTnxSquo4QjzrxDI4uw7afA15C6pOY1rq9oHidbV2IUmPVacR4hnrLq9j+/XtjKk3hgKOBVTHyXFSABkRaysdMzr7ci8umckbI1THEeJpsbdg45fatJdPe9VpTI+VNXRYAPF3YUuQ6jRCPOVO/B0mH5xMq5KtaFqiqeo4uUIKICNTokAeRrWqwK/7I9lz4a7qOEJo9HpY0x9sHKHlNNVpTFf+Ulq7kMPfw6XtqtMIAWhTX2PDxuJg7cAov1Gq4+QaKYCMUDe/EtQv485Xf50gNlF6CQkjcPRfcHErtJsDTvlVpzFttXpBqUZa+5BE2QVeqPf3hb8JvRnKOP9xuNq7qo6Ta6QAMkJWVjqmdqrK48RUJqw9ozqOsHQPr2ntLqp/AOWaq05j+qysoN08SIqDTSNVpxEW7ubjm0w7NI2OZTrSsFhD1XFylRRARqpoPkfGtPXhryM32Hrmjuo4wlKlp8PqvuDoBs0nq05jPvJ5QYvJcPw3OLdRdRphodL16QSFBuFq78pXtb9SHSfXSQFkxDrXLEbjCoUY8fdJHsYnq44jLNGhJXB1D7SfBw4uqtOYl2rdoFwLWDNAaysiRC774+wfHIw6yISACeS1y6s6Tq6TAsiI6XQ6Jr9dhZS0dILWnFYdR1ia+5dgy1io/al2z4owLJ0O2n4DacmwYZjqNMLCXIu9xuwjs3m3/LvULVxXdRwlpAAycoVcHJjQvhJrw2+x/sRt1XGEpUhP01o3OHtC0/Gq05gvZ09oPRNOrYDTK1WnERYiLT2N0XtHU9CpIINrDlYdRxkpgExAO98itKriSeCqk9yNS1IdR1iCsHlw4xB0WAh2eVSnMW+V39H2VVo3BB5Hq04jLMC/zvyLE3dPEBwQjJOtk+o4ykgBZAJ0Oh0T21fGSqdj1MqT6PV61ZGEOYuOgO3BUK8vlKinOo350+mg9SzQWcHaQdqeS0LkkIsPLzL32Fy6+3SnhkcN1XGUUl4AzZ8/H29vbxwcHPDz8+PgwYMvff7s2bMpX748jo6OeHl5MXjwYBITE3MprToF8toz6e0qbDlzh5XHbqqOI8xVWoo29eVWEt4aozqN5cjjrt0PdG49nFiqOo0wUynpKYwOHY2Xsxf9a/RXHUc5pQXQ0qVLGTJkCGPHjuXo0aP4+vrSvHlzoqOfPwz8+++/M2LECMaOHUtERATff/89S5cuZdQoy9i5snklTzpWL8rYNae5HfNEdRxhjvbMgqiT0HEh2DqoTmNZKraBql1hw1cQIx9yhOF9d/I7zj04R0j9EOyt7VXHUU5pATRr1iw+/fRTPvroI3x8fFi0aBFOTk788MMPz33+vn37CAgI4P3338fb25tmzZrx3nvvvXLUyJyMa1sJJztrhq+QqTBhYLfDYfc0aDAEitZUncYytZwKdk5a2xG5voUBRdyPYHH4YnpV6UVl98qq4xgFZQVQcnIyR44coUmTJv8JY2VFkyZNCAsLe+5r/P39OXLkSEbBc/nyZTZs2ECrVq1eeJ6kpCRiY2Of+jJlrk62TH2nKrvP3+WPg9dVxxHmIjUJVvaBghWhoeVtiGY0HN20XaIvbYMjP6lOI8xEcloyo/aOonS+0vSu2lt1HKOhrAC6d+8eaWlpeHh4PPW4h4cHUVFRz33N+++/z4QJE6hfvz62traULl2aRo0avXQKbPLkybi6umZ8eXl5GfTnUKFR+UK8V8eLkPVnuP4gQXUcYQ52ToF757WpLxs71WksW9kmUKMHbA7U2pAI8ZoWhi/kauxVQuqHYGttqzqO0VB+E3RW7Ny5k0mTJrFgwQKOHj3K33//zfr165k4ceILXzNy5EhiYmIyvq5fN49Rk9GtfcjnZMeXf4WTni5D5eI13DgMobOh0XDwrKI6jQBoHgKO+bU2JOnpqtMIE3bi7gl+OPUDfXz7UD5/edVxjIqyAsjd3R1ra2vu3Hm6z9WdO3fw9PR87mvGjBnDhx9+yCeffEKVKlXo2LEjkyZNYvLkyaS/4JeEvb09Li4uT32Zg7z2NkzvXJX9lx/wc9hV1XGEqUp5oq36KlwNAix3QzSjY+8MHeZrbUgOLladRpioxNRERu8djU9+Hz6u/LHqOEZHWQFkZ2dHzZo12bZtW8Zj6enpbNu2jXr1nr/3SEJCAlZWT0e2trYGsMgbgv1Lu9PT35upm85y+e5j1XGEKdo2ER5FQsdFYG2jOo34byUbQp3PYes4uHdRdRphguYcm8Otx7cIqR+CjZVc3/9L6RTYkCFDWLJkCT///DMRERH06dOH+Ph4PvroIwC6d+/OyJEjM57ftm1bFi5cyJ9//smVK1fYsmULY8aMoW3bthmFkKUZ3qIChV0dGbY8nDSZChNZcTUU9i+AxkFQUIbGjVKTceBSBFb10dqTCJFJh6MO8+uZXxlQYwCl8pVSHccoKS0Ju3btyt27dwkKCiIqKopq1aqxadOmjBujIyMjnxrxCQwMRKfTERgYyM2bNylYsCBt27YlJCRE1Y+gnKOdNTM6V6XzojCW7LlM7zdKq44kTEHSY+0f1eJ1oW4f1WnEi9g5ae1IfmwB++ZC/UGqEwkTkJCSQGBoINULVeeDih+ojmO0dHoLmzuKjY3F1dWVmJgYs7kfCGDyxgh+3HuVtf3rU97TWXUcYezWDYbwP6FPKOSXT4dGb0sQ7F8In+0CDx/VaYSRmxg2kbWX17Ki7Qq8XEx/5XNOMalVYOLFBjcpR4kCTgxdfpyUNFk1Il7i4jY4/AM0nSDFj6loNEp7r1b11tqVCPEC+27uY9n5ZQypOUSKn1eQAshMONhaM6tLNSJuxzF/h9wwKV7gySNtl+FSjaBWL9VpRGbZOmg3qkedgj0zVacRRio2OZagfUHULVyXLuW7qI5j9KQAMiNVirnS980yzNt+kVM3Y1THEcbon1GQFKftNmwll79JKVIdGg6D3dPh1nHVaYQRmnZwGvEp8Uzwn4CVTq7vV5E/ITPT780ylPNwZsiy4ySlyqoR8V/OboDjv0GLyZBPhsZNUoNhUKiitndTapLqNMKI7IjcwepLq/mq9lcUzltYdRyTIAWQmbGzsWJWV1+u3Itn9tYLquMIY5HwANYOhHItoFo31WlEdtnYQcdv4f5F2DlZdRphJB4lPmJ82HjeKPYGHcp0UB3HZEgBZIYqeLowqEk5vt11iaORD1XHEcZg/VBIS4a234BOpzqNeB0eleDNkRD6DVw/pDqNMAIhB0JISU9hbL2x6OT6zjQpgMzU5w1LUbVYPoYtC+dJskyFWbRTf8Ppv6H1THB+fpsZYWL8B0KRGtqqsGRpiGzJNl3dxKarmxjtN5qCTgVVxzEpUgCZKRtrK2Z28eXmoydM++es6jhClcfR2uiPT3uo/I7qNMJQrG20VWExN2DbBNVphCL3ntwjZH8ITUs0pWXJlqrjmBwpgMxY6YJ5+apFBX4MvUrYpfuq44jcptdr9/3orKD1LJn6MjfuZaHxWDiwEK7sUZ1G5DK9Xs/4sPFY6awIrBsoU1/ZIAWQmfvI35s6JfPz5V/hPE5KVR1H5KbwP+HcBu2+nzzuqtOInODXG0oEwOovtO0NhMVYe3ktO6/vJKheEPkd8quOY5KkADJzVlY6ZnTy5UF8MpM2RKiOI3JLzE3YOByqdoWKbVSnETnFygraz4f4+7B5jOo0IpdExUcx5cAU2pRqQ+PijVXHMVlSAFmA4gWcGNWqIr8fiGTX+buq44icptfDmn5aI82WU1WnETktf0loNhGO/AgXt6pOI3KYXq9n7L6xONo4MqLOCNVxTJoUQBaim19xGpR1Z/hfJ4h5Ir2EzNqRn+DSdm23Z0c31WlEbqj1MZR6E1b319qdCLP114W/2HdrH+MDxuNq76o6jkmTAshC6HQ6pr5TlfikVMavPa06jsgpD6/CP6OhRg8o20R1GpFbdDpoPw+SH8MmGRUwVzfibjD90HTeKfsO9YvWVx3H5EkBZEGK5HNkbLtK/H30JptPR6mOIwwtPR1W9QWnAtA8RHUakdtci2lTnuF/wNn1qtMIA0vXpzMmdAxu9m58WftL1XHMghRAFuadGkVpUrEQo1ae5EF8suo4wpAOfgvX9kKH+WDvrDqNUMH3PSjXUtv+IF62vjAnv0f8zuE7h5kYMJE8tnlUxzELUgBZGJ1Ox6S3q5CarmfM6lOq4whDuXcBto6DOp9DyYaq0whVdDpt24P0VNgwVHUaYSBXYq4w++hs3q/wPnUK11Edx2xIAWSBCjk7MLF9ZdafuM3a8Fuq44jXlZ4Gq/qAS1FoMk51GqGas4fW9uT0Sji1QnUa8ZrS0tMIDA3EM48ng2oOUh3HrEgBZKHa+hahddXCjFl9iui4RNVxxOvYNwduHoEOC7Wl70JUfgcqddTaoMTdUZ1GvIafTv/EqXunCA4IxtHGUXUcsyIFkAWb2L4yNlY6Rv19Er1erzqOyI47Z2DHJPDvD8X9VKcRxqTVTLCy0e4HkuvbJF14eIH5x+fTo1IPqhWqpjqO2ZECyILlz2PH5LersjUimhVHb6qOI7IqLQVWfg75S0GjUarTCGOTpwC0nQPnN2orw4RJSUlPYfTe0RR3Lk7fan1VxzFLUgBZuKY+Hrxdoyjj15zm1qMnquOIrNg9A+6c1rqC2zqoTiOMUYVW2sqwjcO1zvHCZCw5sYTzD88T0iAEe2t71XHMkhRAgrFtK5HH3obhK07IVJipuHUM9syAhsOgSHXVaYQxazEF7PLC6n4yFWYiTt8/zZITS/i06qdUKlBJdRyzJQWQwNXRlqmdqrLnwj1+OxCpOo54ldQkWNkHCvlAg2Gq0whj55gP2s+Fyzvg8A+q04hXSE5LJnBvIGXdyvJZlc9UxzFrUgAJAN4oV5D3/YozaUMEkfcTVMcRL7NjEty/qE192dipTiNMQZkmUPMjrWP8gyuq04iXmH98PldjrxJcPxhba1vVccyaFEAiw6hWFcmfx45hf4WTni5D5Ubp+kFt2fubo8BDhsZFFjSbqN0Yvbqv1jZFGJ3j0cf56fRP9K3Wl3Ju5VTHMXtSAIkMee1tmNHZl4NXHvDjvquq44j/lZwAK3tDkRrgP0B1GmFq7J21vaKuhcKBRarTiP/xJPUJgaGBVC5QmZ6VeqqOYxGkABJPqVuqAB8FeDNt01ku3X2sOo74b9vGQ+xNberL2kZ1GmGKvOuDXx/t79K9C6rTiP/yzdFviIqPIrh+MDZWcn3nBimAxDO+al6BovkcGbosnNQ0GSo3Cld2a5/aG48F97Kq0whT1jhI6xy/sjekpapOI4BDUYf4LeI3BtYYSEnXkqrjWAwpgMQzHO2smdHFlxM3HvHt7suq44ikOO2+jRL1wa+36jTC1Nk5QYdFcOso7PtGdRqLF58Sz5jQMdTyqEW3it1Ux7EoUgCJ56pR3I3P3yjN7K3nORsVqzqOZdscCPH3of08sJJLVhiAV20IGAg7JmubaQplZhyewYPEB0wImICVTq7v3CR/2uKFBjUpSyn3vAxdFk5yqkyFKXFxKxz5CZoHQ34ZGhcG1GikNp26sjekJqtOY5FCb4by1/m/GFZrGF7OXqrjWBwpgMQL2dtYM7OLL+ei4pi346LqOJbnySNY3R9Kv6Xt4SKEIdnYa6vCos9ou4qLXBWbHEvQviD8i/jTuVxn1XEskhRA4qUqF3Wl31tlmL/jIidvxKiOY1k2jYDkeGg3F3Q61WmEOSpSDRp+qfWVu3VMdRqLMvXgVJ6kPGG8/3h0cn0rIQWQeKW+b5ahYmFnhiw7TmJKmuo4luHseq2Dd8sp2oodIXJKg6HgWVmbCktJVJ3GImyP3M6aS2sYXmc4nnk8VcexWFIAiVeytbZiVpdqXLufwNdbz6uOY/7i78PagVD+/zt5C5GTrG2h47fw4DLsnKQ6jdl7mPiQ8WHjaeTViHal26mOY9GkABKZUs7DmSHNyrF492WOXHugOo55Wz8E0lOhzWyZ+hK5o1BFeHM0hM6ByAOq05i14P3BpOnTGFtvrEx9KSYFkMi0TxuUorpXPoYuCychWTZQyxGnVsCZVdB6Fjh7qE4jLIl/fyhWG1b11u49Ewa36comNl/bTGDdQNwd3VXHsXhSAIlMs7bSMaOzL1GxiUzbdE51HPMTdwfWD4VKHaHy26rTCEtjZa2tCou9DVvHq05jdu49uUfwgWCaezenhXcL1XEEUgCJLCpVMC/DW1Tgp31X2Xfpnuo45kOvh7UDwMoWWs1UnUZYKvcy0GQcHPxWa78iDEKv1zNu3zhsdDaM9hutOo74f1IAiSzrUc+buqXy8+XyE8QlpqiOYx6O/w7nN0HbbyBPAdVphCWr8xl4N4BVfSFRdoE3hNWXVrPrxi7G1huLm4Ob6jji/0kBJLLMykrH9E6+PEpIZtKGCNVxTF/MDW3PH9/3oUIr1WmEpbOy0tquPHmgtWERryUqPoqpB6fSrnQ73iz+puo44r9IASSyxSu/E6Nb+/DHwevsOBetOo7p0uthdT+wywstJqtOI4TGzRuaBcPRn+HCFtVpTJZerycoNAgnWyeG1xmuOo74H1IAiWx7r44XDcsVZMSKE8QkyFRYthz+AS7v0D5xO+ZTnUaI/6jZE0o3hjX94clD1WlM0vLzywm7HcZE/4m42LmojiP+hxRAItt0Oh1T36lCQnIa49ZKR+kse3AFNo/R+nyVaaw6jRBP0+m0NizJCbBRRi+y6nrcdWYcnkHncp3xL+qvOo54DimAxGsp7OrI+HaVWHnsJptORamOYzrS02HVF5DHHZpNVJ1GiOdzLQqtpsGJpRCxVnUak5GuTydwbyD5HfIztNZQ1XHEC0gBJF5bx+pFaerjweiVJ7n/OEl1HNNwYCFE7oMOC8DeWXUaIV6salco3xrWDoJ42foiM3498ytHo48yMWAieWzzqI4jXkAKIPHadDodkzpWIV2vJ3DVKfR6vepIxu3uedg2Aep+Ad71VacR4uV0Omg7G/TpsG6wduO+eKHLMZeZc2wOH1T8gNqetVXHES8hBZAwiILO9gR3qMLGU1GsCb+lOo7xSkvVWg24FoPGQarTCJE5eQtBm1kQsUZr1yKeKzU9lcC9gRTOU5iBNQaqjiNeQQogYTCtqxamrW8RglafJjo2UXUc47TvG7h1DDosAltH1WmEyLxKHaHyO1q7lji53+95fjr9E6fvnya4fjAONg6q44hXkAJIGNSEdpWws7FixN8nZSrsf0Wdgh2TIWAgeMnQuDBBrWaAjT2sGSBTYf/j3INzzD8+n48qfYRvQV/VcUQmSAEkDMotjx2TO1Zh+9lolh+5oTqO8UhN1qa+3MtCo5Gq0wiRPU75tXYtF/6B47+pTmM0UtJSCAwNxNvFmy+qfaE6jsgkKYCEwTXx8aBTzWJMWHuGm4+eqI5jHHZPh+gI6LhI+wQthKkq3xKqdYONI+DRddVpjMK3J77l4sOLTKo/CTtrO9VxRCZJASRyRFBbH1wcbBj+1wnS0y18qPzmUdgzExp+BYVlaFyYgRaTwcEV1vTT9rSyYKfvnea7k9/xme9nVCxQUXUckQVSAIkc4eJgy9ROVdl78R6/HbimOo46KYmwsjd4VoEGQ1SnEcIwHFyh/Vy4vBMOf686jTJJaUmM2juK8vnL80mVT1THEVkkBZDIMQ3KFuSDusWZtOEs1+7Hq46jxo4QeHhFm/qytlWdRgjDKf0W1OoFW4LgwWXVaZSYf2w+1+OuExIQgq2VXN+mRgogkaNGtqxIQWd7hi0PJ83SpsIi98O+ufDmaCgkQ+PCDDWdoO0RtOoLSE9TnSZXHYs+xk+nf6Jf9X6UcSujOo7IBimARI7KY2/D9E5VOXztIT+GXlEdJ/ckx8OqPlCsNvj3V51GiJxhnxfaL9CK/f0LVafJNQkpCQTuDaRqwar08OmhOo7IJimARI7zK1WAjwNKMu2fc1yMjlMdJ3dsHQext7WpLytr1WmEyDneAVpbl20T4O451Wlyxeyjs4lOiCakfgjWcn2bLCmARK74snl5irk5MnRZOKlpZr5q5PIuOLgYmo6HAqVVpxEi5zUeA/mKazf8p6WqTpOjDtw+wB9n/2BQzUGUcCmhOo54DVIAiVzhYGvNzM6+nLwZw6Jdl1THyTmJsbC6L3g3gNqfqk4jRO6wddRGO28fh9CvVafJMY+THzMmdAx1POvwXoX3VMcRr0kKIJFrqhd3o0+j0nyz7QJnbsWqjpMzNo+GJw+h/XywkstLWJBitaD+YNg5FaJOqk6TI2YcnkFMUgwTAiZgpZPr29Qpfwfnz5+Pt7c3Dg4O+Pn5cfDgwZc+/9GjR/Tt25fChQtjb29PuXLl2LBhQy6lFa9rQOOylC6YlyHLjpOcamZTYec3w9F/QfMQcJOhcWGB3hgO7uW0qbDUZNVpDGr3jd2suLCCL2t/SdG8RVXHEQaQ7QJo27ZttGnThtKlS1O6dGnatGnD1q1bs3SMpUuXMmTIEMaOHcvRo0fx9fWlefPmREdHP/f5ycnJNG3alKtXr/LXX39x7tw5lixZQtGi8pfRVNjbWDOziy8Xox8zd/sF1XEMJ+EBrOkPZZpADVkVIiyUjb02FXb3LOyepjqNwcQkxTBu3zgCigbwTtl3VMcRBpKtAmjBggW0aNECZ2dnBg4cyMCBA3FxcaFVq1bMnz8/08eZNWsWn376KR999BE+Pj4sWrQIJycnfvjhh+c+/4cffuDBgwesWrWKgIAAvL29eeONN/D1lfYCpqRSEVcGNC7Lgp2XCL/+SHUcw9g4HFKfQLu5oNOpTiOEOoWraiNBe2bBzSOq0xjE5IOTSUxLZHy98ejk+jYbOr1en+Xd6YoVK8aIESPo16/fU4/Pnz+fSZMmcfPmzVceIzk5GScnJ/766y86dOiQ8XiPHj149OgRq1evfuY1rVq1In/+/Dg5ObF69WoKFizI+++/z/Dhw7G2fv5SxKSkJJKSkjL+PzY2Fi8vL2JiYnBxccnkTywMLSUtnXcW7iM+KZX1AxrgYGvCS0kj1sLSD6DjYvDtqjqNEOqlpcD3TbX9sD7fA7YOqhNl27Zr2xi0cxCT6k+ibem2quMIA7LJzosePXpEixYtnnm8WbNmDB8+PFPHuHfvHmlpaXh4eDz1uIeHB2fPnn3uay5fvsz27dvp1q0bGzZs4OLFi3zxxRekpKQwduzY575m8uTJjB8/PlOZRO6xtbZiZmdfWs/dy6wt5xnVykR3So6/B2sHQYU2ULWL6jTZotfrSU0176XLpsza2horU7uh3toWOiyCbxvCjmBoFqw6UbY8SHzAhP0TeMvrLdqUaqM6jjCwbBVA7dq1Y+XKlXz55ZdPPb569WratMm5vyTp6ekUKlSIxYsXY21tTc2aNbl58ybTp09/YQE0cuRIhgz5TxPKf48ACfXKejgzrFk5Jm88S1MfD2p751cdKWv0elg3GNBDm69NcuorNTWVu3fvko2BYJGLnJyccHV1Na3pl0IV4K1ArVdY+dZQop7qRFmi1+sJ3h+MXq9nTL0xpvVnLzIlWwWQj48PISEh7Ny5k3r1tL/U+/fvJzQ0lKFDhzJnzpyM5w4YMOC5x3B3d8fa2po7d+489fidO3fw9PR87msKFy6Mra3tU9NdFStWJCoqiuTkZOzs7J55jb29Pfb29ln+GUXu6FW/FJtP32HY8nA2DmyAk122/kqqcWoFRKyBzj9r/ZBMjF6v59GjR1hZWeHm5ia/4I2QXq8nOTmZ2Fht24h8+fKpDZRV9frC2fVaW5g+oWCXR3WiTNt4ZSNbrm1h5hszcXd0Vx1H5IBs3QNUsmTJzB1cp+Py5Rd3Cfbz86NOnTrMnTsX0EZ4ihcvTr9+/RgxYsQzzx81ahS///47ly9fzhgS/uabb5g6dSq3bt3KVKbY2FhcXV3lHiAjcvVePC2/2UPnWsWY0L6y6jiZE3sbFtTVVn11+l51mmxJS0vjzp07uLm54ejoqDqOeInHjx8TGxuLp6en6U2H3b8Ei+pDtW7QeobqNJkSnRBNx9UdCSgawLSG5rOaTTwtWx+3r1wxTFPLIUOG0KNHD2rVqkWdOnWYPXs28fHxfPTRRwB0796dokWLMnnyZAD69OnDvHnzGDhwIP379+fChQtMmjTphaNMwjR4u+dhRMsKjF1zmuaVPAkoY+SftvR6WDtQW/LbarrqNNmWnq7tw/SiBQTCePx7dDstLc30CqACpaHJeNj4JVRsA6UaqU70Unq9nvFh47GztmO032jVcUQOUjrf0LVrV+7evUtQUBBRUVFUq1aNTZs2ZdwYHRkZ+dTF7uXlxT///MPgwYOpWrUqRYsWZeDAgZm+8VoYrw/rluCf01F89dcJNg1qgLODrepIL3bsV7jwD7y3FJxM7L6l55CpL+Nn8u9R7U/g7FpY3Q/67AMH4x19X3VxFbtv7GbeW/NwtXdVHUfkoExPgQ0ZMoSJEyeSJ0+ep24qfp5Zs2YZJFxOkCkw43XjYQItZu+hdZXCTO1UVXWc53sUCQv8wac9dMj8nlfGKCUlhbt371KwYEFsbY244BTm8V79+9qp1AHaz1Od5rluPb7F22vepmmJpkwMmKg6jshhmR4BOnbsGCkpKRn//SIm/0lFKFPMzYkxbSoyfMVJmlf24K0KHq9+UW5KT9c+wTq4QotJqtMIYVryFdeumzX9oWJbKNdcdaKnpOvTCdoXhLOdM1/V/kp1HJELMl0A7dix47n/LYQhdanlxaZTUYxYcZLNg93I5/Tsyj5lDn8PV3bBh6u0IkgIkTXVP9Q2Dl0zAL4IM6op5GXnlnHg9gEWN12Ms52z6jgiF5jY3XTC3Ol0Oqa8U5Wk1HTGrjmtOs5/3L+k7WdS+xMo/abqNEKYJp0O2s6B1ETYaDyjLJGxkcw6Mouu5btSr4hp7Vcksi9bBVB8fDxjxozB39+fMmXKUKpUqae+hHgdHi4OjG9XidXHb7Hx5G3VcSA9DVb31fb6aSK7ilui5GTz6myulEthbfXkyeVw5tmWR7ktLT2NMaFjKOBQgCE1X35/qzAv2VoF9sknn7Br1y4+/PBDChcuLPf9CINrX60Im05FMXrVKWqXzI97XoWbWe5fAJH74aMNYJ9XXQ4BQKNGjahcWdsv6pdffsHW1pY+ffowYcIEdDodDx8+ZODAgaxdu5akpCTeeOMN5syZQ9myZTOOsWLFCoKCgrh48SKFCxemf//+DB06NOP73t7e9OrViwsXLrBq1Srefvttfvrpp9z+Uc1Xlc7aJqLrBkNxf8hbUFmUXyN+5Vj0MX5s8SNOtk7Kcojcl60CaOPGjaxfv56AgABD5xEC0KbCgjtWptnXuwlceYqFH9RQU2jfPQfbJmo72pbwz/3z57InyWlcuvs4189bumBeHO0yvx/Rzz//TK9evTh48CCHDx/ms88+o3jx4nz66af07NmTCxcusGbNGlxcXBg+fDitWrXizJkz2NracuTIEbp06cK4cePo2rUr+/bt44svvqBAgQL07Nkz4xwzZswgKCjohW12xGvQ6aD117DAD9YPhi6/KGklc/nRZeYcncOHPh9S06Nmrp9fqJXtnaA3bNhAxYqm18BSlsGblk2nbtP716PM7lqNDtWL5u7J01L/v6P1Y/h8N9ia127Jz1tafepmDG3m7s31LOv616dy0czdWN6oUSOio6M5ffp0RlE8YsQI1qxZw+rVqylXrhyhoaH4+2sF6/379/Hy8uLnn3+mc+fOdOvWjbt377J58+aMY3711VesX7+e06e1+868vb2pXr06K1euNPBPmj1msQz+ec6sgWUfwttLcr2ZcGp6Kh9u+JD41HiWtVmGg43pdqwX2ZOtEaCJEycSFBTEzz//jJOTDBmKnNOicmHaVytC0OpT1CtdAA+XXPwlFfo13D4OvbaaXfHzIqUL5mVd//pKzpsVdevWfWpEsF69esycOZMzZ85gY2ODn59fxvcKFChA+fLliYiIACAiIoL27ds/dbyAgABmz55NWlpaxs7YtWrVyu6PIzLLp502HbZhGHg30O4PyiU/nPqBMw/O8GvLX6X4sVCZLoCqV6/+1C+cixcv4uHhgbe39zOfSI4ePWq4hMLijW9XibBL9xm+4gQ/9qydO1NhUSdh51SoPwSKWc7QuKOddaZHYsxdnjym07jTpLWcBlf2aPsDdVueK1Nh5x6cY2H4QnpV7kWVglVy/HzCOGW6AOrQoUMOxhDixfI52TH1nap89NMhlh2+TtfaxXP2hKnJsLI3FCwPb0ibFWN04MCBp/5///79lC1bFh8fH1JTUzlw4MBTU2Dnzp3Dx8cHgIoVKxIaGvrU60NDQylXrpz0RVPBKT+0mwu/d4Zjv0CN7jl6upS0FEbtHUUp11L08e2To+cSxi3TBZDcCChUerNCIbrW8mLiuggCyrhTzC0Hp153TdVufv5sB9gY0UaMIkNkZCRDhgzh888/5+jRo8ydO5eZM2dStmxZ2rdvz6effsq3336Ls7MzI0aMoGjRohnTXkOHDqV27dpMnDiRrl27EhYWxrx581iwYIHin8qClWumbZK4aZTWLDVfzn3IWRi+kMsxl/mz9Z/YWpvR/VQiy7K1D9D169e5ceNGxv8fPHiQQYMGsXjxYoMFE+J/BbapiKujLV/9dYL09Czfu585N47A3q+1kR9PGRo3Vt27d+fJkyfUqVOHvn37MnDgQD777DMAfvzxR2rWrEmbNm2oV68eer2eDRs2ZEzV16hRg2XLlvHnn39SuXJlgoKCmDBhwlMrwIQCzSeBYz5tz6309Bw5xcm7J/nh1A/0rtqb8vnL58g5hOnI1iqwBg0a8Nlnn/Hhhx8SFRVFuXLlqFy5MhcuXKB///4EBQXlRFaDkFVgpi304j26fXeA8e0q0cPf27AHT3kC3zYEu7zQawtYZ2uNgMkw1ZVFjRo1olq1asyePVt1lFxjqu9Vll3eCf9qDy2ng99nBj10YmoiXdZ1IY9NHn5p9Qs2VuZ9fYtXy9YI0KlTp6hTpw4Ay5Yto0qVKuzbt4/ffvtNNgsTOSqgjDvd65VgysazXLkXb9iDbw+Gh9eg4yKzL36EMEqlGkHtT2HrWK39jAHNOzaPm3E3CakfIsWPALJZAKWkpGBvr+3Mu3XrVtq1awdAhQoVuH3bCFoXCLM2omUFCrnYM2x5OGmGmgq7tg/C5kPjMdrNz0IINZqOh7wesKqP1obGAI7cOcK/zvyLATUGUCqftGsSmmwVQJUqVWLRokXs2bOHLVu20KJFCwBu3bpFgQIFDBpQiP/lZGfDzM6+HI18yPd7L7/+AZMea79svfyg7hevfzyRo3bu3GlR018Wxy6PNgp7/aD2oeQ1JaQkELg3kGqFqvFBxQ8MEFCYi2wVQFOnTuXbb7+lUaNGvPfee/j6+gKwZs2ajKkxIXJSLe/8fNqgFDM2n+fCnbjXO9jWsfA4GjosACtZBi2EcsXrgn8/bVo6+uxrHWrWkVncT7xPcEAw1nJ9i/+S5YlQvV5PqVKliIyMJDU1FTc3t4zvffbZZ7IztMg1Q5qWY/vZaIYuD2dFH39srbNRz1/aAYe+g1YzoEBpw4cUQmTPm4FwfjOs6v3/ixKyfvN32K0wlp5byii/URR3yeH9w4TJyfK/GHq9njJlyhAVFfVU8QNa/5xChQoZLJwQL+Nga83Mzr6cvhXLwp3ZuGEyMQZW94OSb0CtXoYPKITIPlsH6LgQbp/QtqbIorjkOIL2BeFX2I+u5bvmQEBh6rJcAFlZWVG2bFnu37+fE3mEyBJfr3x80ag0c7Zd4PStmKy9+J9RWhHUfj5YZWs2WAiRk4rWhAZDtM1Jb5/I0kunH5pOXHIcE/0nYqWT61s8K1t/K6ZMmcKXX37JqVOnDJ1HiCzr/1ZZyno4M3RZOEmpmVw1cm4THPsVWkyGfF45G1AIkX0Nv4KCFbX2NKlJmXrJruu7WHlxJcNrD6dw3txrsCpMS7YKoO7du3Pw4EF8fX1xdHQkf/78T30JkZvsbKyY1cWXS3cfM2fbhVe/IOEBrB0AZZtBdVkVIoRRs7HTVoXdO6+NBL3Co8RHjAsbR4OiDehQpkPO5xMmK1u7QckSVGFsKhZ2YVCTcszcfI4mFT2oXtztxU/e8KX2SbLtnFzpPC2EeE2elaHRCNgRAuVbQbFaL3zqpIOTSE5LZpz/OHRyfYuXyFYB1KNHD0PnEOK1fd6wFJvP3GHo8nA2DGiAg+1zlryeXgWn/oK3vwMXGRoXwmQEDIJzG7SpsN57wNbxmadsvrqZjVc2MqXBFAo5yYIc8XLZvjPs0qVLBAYG8t577xEdHQ3Axo0bOX36tMHCCZEVNtZWzOzsy82HT5j+z7lnn/D4LqwfAhXbQZVOuR9QmKy0tDTSc6hBp8gkaxvosAhirsO2ic98+/6T+wTvD6Zpiaa0KtlKQUBharJVAO3atYsqVapw4MAB/v77bx4/fgxAeHg4Y8eONWhAIbKiTKG8fNm8PD+EXuHA5f9aqajXw7pBgA7afC1TXyZu06ZN1K9fn3z58lGgQAHatGnDpUvaVgj+/v4MHz78qeffvXsXW1tbdu/eDUBSUhLDhg2jaNGi5MmTBz8/P3bu3Jnx/J9++ol8+fKxZs0afHx8sLe3JzIykkOHDtG0aVPc3d1xdXXljTfe4OjRo0+d6+zZs9SvXx8HBwd8fHzYunUrOp2OVatWZTzn+vXrdOnShXz58pE/f37at2/P1atXc+TPyqwULAdvjYH9C+BqaMbDer2eCWET0Ol0BNYNlKkvkSnZKoBGjBhBcHAwW7Zswc7OLuPxt956i/379xssnBDZ8VFASWqXyM+wv8KJT0rVHjyxDM6u04qfPO5qAxqz5AS4dTz3v5ITshQzPj6eIUOGcPjwYbZt24aVlRUdO3YkPT2dbt268eeff6LX/6dP3NKlSylSpAgNGjQAoF+/foSFhfHnn39y4sQJOnfuTIsWLbhw4T830SckJDB16lS+++47Tp8+TaFChYiLi6NHjx7s3buX/fv3U7ZsWVq1akVcnLYbeVpaGh06dMDJyYkDBw6wePFiRo8e/VT2lJQUmjdvjrOzM3v27CE0NJS8efPSokULkpOTs/TnYJHq9oHi9bT2NUnah+91l9ex/fp2xtQdQ34HWYgjMken/+/fEpmUN29eTp48ScmSJXF2diY8PJxSpUpx9epVKlSoQGJiYk5kNYjY2FhcXV2JiYnBxcVFdRyRQ67dj6fF7D28U7MowW8VgAV1oWxzeGeJ6mhGIyUlhbt371KwYEFsbf9/l91bx2HxG7kf5rNdUKRatl9+7949ChYsyMmTJ/Hw8KBIkSJs3749o+Dx9/enYcOGTJkyhcjIyIzd7IsUKZJxjCZNmlCnTh0mTZrETz/9xEcffcTx48czWv08T3p6Ovny5eP333+nTZs2bNq0ibZt23L9+nU8PT0BrWF006ZNWblyJR06dODXX38lODiYiIiIjJGK5ORk8uXLx6pVq2jWrNkz53nue2XJHlyGhQHg+x533hxOxzUdaVisIVMaTFGdTJiQbN0EnS9fPm7fvk3JkiWfevzYsWMULVrUIMGEeB0lCuRhVOuKjFl1kiF3RpHf1glaTVMdy/i5l9OKERXnzYILFy4QFBTEgQMHuHfvXsb9OZGRkVSuXJlmzZrx22+/0aBBA65cuUJYWBjffvstACdPniQtLY1y5Z4+Z1JS0lPNnO3s7KhatepTz7lz5w6BgYHs3LmT6Oho0tLSSEhIIDIyEoBz587h5eWVUfwAz/RHDA8P5+LFizg7Oz/1eGJiYsY0nniF/KWg2UT064cyNv0GjtaOjKwzUnUqYWKyVQC9++67DB8+nOXLl6PT6UhPTyc0NJRhw4bRvXt3Q2cUIls+8CtO0oEfyX97Nwmd/8TJ8SVL44XGzum1RmJyS9u2bSlRogRLliyhSJEipKenU7ly5YwppG7dujFgwADmzp3L77//TpUqVahSpQoAjx8/xtramiNHjmBt/fRKwbx582b8t6Oj4zP3kvTo0YP79+/zzTffUKJECezt7alXr16Wpq4eP35MzZo1+e233575XsGCBTN9HItXqxd/n/mN0IcRLGg4HVd7V9WJhInJVgE0adIk+vbti5eXF2lpafj4+JCWlsb7779PYGCgoTMKkS26R5F8/Hgxf+nfYv+ZIsyopDqRMIT79+9z7tw5lixZkjHFtXfv3qee0759ez777DM2bdrE77///tQHs+rVq5OWlkZ0dHTG6zMrNDSUBQsW0KqVtsro+vXr3Lt3L+P75cuX5/r169y5cwcPDw8ADh069NQxatSowdKlSylUqJBMw7+Gm/G3mGYdzzuxSTQIXwMlW6iOJExMtm6CtrOzY8mSJVy6dIl169bx66+/cvbsWX755ZdnPlEJoUR6Oqzui5VTfqxaTOKvIzfYeuaO6lTCANzc3ChQoACLFy/m4sWLbN++nSFDhjz1nDx58tChQwfGjBlDREQE7733Xsb3ypUrR7du3ejevTt///03V65c4eDBg0yePJn169e/9Nxly5bll19+ISIiggMHDtCtWzccHf+zH03Tpk0pXbo0PXr04MSJE4SGhmZ8KPz3aFK3bt1wd3enffv27NmzhytXrrBz504GDBjAjRs3DPXHZNbS9ekEhQbh6pCPYXWGw/Hf4NxG1bGEiXmtDnHFixenZcuWdO7cmbJlyxoqkxCv79ASuLoH2s+nY90KNK5QiBF/n+RhvKyyMXVWVlb8+eefHDlyhMqVKzN48GCmT5/+zPO6detGeHg4DRo0oHjx4k9978cff6R79+4MHTqU8uXL06FDBw4dOvTM8/7X999/z8OHD6lRowYffvghAwYMoFCh/2y4Z21tzapVq3j8+DG1a9fmk08+yVgF5uDgAICTkxO7d++mePHivP3221SsWJFevXqRmJgoI0KZ9MfZPzgYdZCJARPJW/NjKNcC1gzQ2twIkUnZWgUG2i+Cr7/+OmPZaNmyZRk0aBCffPKJQQMamqwCswD3L2krRGp8CK20fxijYxNp+vVuGpYryNz3qisOaBxkZVHuCA0NpX79+ly8eJHSpUtn6xjyXv3HtdhrdFrTiY5lOzLKb5T2YFwUzPeDMo2h0w9qAwqTka17gIKCgpg1axb9+/enXr16AISFhTF48GAiIyOZMGGCQUMKkWnpadpW+S6Focm4jIcLuTgwsUNlBvxxjBaVPGldVdpgiJyxcuVK8ubNS9myZbl48SIDBw4kICAg28WP+I+09DRG7x1NIadCDKox6D/fcPaE1jNhRS+o2BYqdVSWUZiObBVACxcuZMmSJU/Nq7dr146qVavSv39/KYCEOmHz4MYh+HgT2OV56lttqxZm06nbBK46SZ2S+SnobK8opDBncXFxDB8+nMjISNzd3WnSpAkzZ85UHcss/OvMvzhx9wQ/t/wZJ1unp79Z+R2IWAPrhkCJAMgrvcDEy2XrHqCUlBRq1Xq2G2/NmjVJTU197VBCZEt0BGwPBv/+ULzuM9/W6XRMbF8Zaysdo1aeJJuzv0K8VPfu3Tl//jyJiYncuHGDn3766an9hUT2XHx4kbnH5tKzUk+qF3rONLZOB61ngZU1rB2ktb8R4iWyVQB9+OGHLFy48JnHFy9eTLdu3V47lBBZlpaiTX3lLwVvjn7h0wrktSekYxW2nLnDymM3czGgECK7UtJTGB06muLOxelbve+Ln5jHHdrMhnPr4cTSXMsnTFOmp8D+e5mpTqfju+++Y/PmzdStq33SPnDgAJGRkbIRolBjzyyIOgmfbAVbh5c+tXklT96uXpSxa05Tr3QBCrs6vvT5Qgi1vjv5HecenOO3Vr9hb/2KqeuKbaDqu7DhK/BuAK7SnUA8X6YLoGPHjj31/zVr1gTI2Lrd3d0dd3d3Tp8+bcB4QmTC7XDYPQ0aDIWiNTL1krFtKxF66R7DV5zk549qS/doIYxUxP0IFocv5pMqn1DJPZO7mbacAld2wZr+8MEKbXpMiP+R7WXwpkqWwZuZ1CRY3Eib9/9kO9jYZfqlO89F0/PHQ0zqWIX3/V6+/4s5kqXVpsNS36vktGS6ruuKjZUNv7f6HVvrLPzsF7bCb+9oU2K1PsqxjMJ0vdZGiEIot3MK3LsAHb/NUvED0Kh8Id6r40XI+jNcf5CQQwGFENm1MHwhV2OvElI/JGvFD0DZJlCjB2wOhIdXcySfMG3ZWgafmJjI3Llz2bFjB9HR0RmdmP/t6NGjBgknxEtdPwShs+GtQPDIXqOv0a192HPhHsOWh/PHp3WxspKhciGMQfjdcH449QP9q/ennFu57B2keQhc3gGr+kKPtWAln/nFf2SrAOrVqxebN2+mU6dO1KlTR+6fELkvOQFW9YYi1cF/YLYPk9fehmmdqvL+kgP8HHaVjwJKGjCkMDfe3t4MGjSIQYMGqY5i1p6kPiFwbyCVClSiZ6We2T+QvTO0nw8/t4WDi6Fub4NlFKYvWwXQunXr2LBhAwEBAYbOI0TmbJ8IMTfg3T/AOlt/jTP4l3anp783Uzed5Y1yBSlVMK+BQgohsmPO0Tncjr/NN299g43V613flGwIfr1h6zgo0wTcyxgkozB92RoPLFq0KM7OzobOIkTmXN0L+xdC4yAomM2h8f8xvEUFCrs6MnR5OGnpFrUuQAijcijqEL9F/MaA6gMo5VrKMAdtPBZcimijxulphjmmMHnZKoBmzpzJ8OHDuXbtmqHzCPFySY9h1RdQwh/8+hjssI521szoXJXw649YvPuywY4rckZcXBzdunUjT548FC5cmK+//ppGjRplTE09fPiQ7t274+bmhpOTEy1btsxo3PxvK1asoFKlStjb2+Pt7f1Mu4ro6Gjatm2Lo6MjJUuW5LfffsutH89iJaQkMCZ0DDU8avCBzweGO7CdE3RYCDePwL45hjuuMGnZGlusVasWiYmJlCpVCicnp2eWZT548MAg4YR4xpYxEH8Puq82+A2NNUvk59OGpfh6y3neqlCI8p6WN8r5JPUJV2Ku5Pp5S7qWxNEm8xtSDhkyhNDQUNasWYOHhwdBQUEcPXqUatWqAdCzZ08uXLjAmjVrcHFxYfjw4bRq1YozZ85ga2vLkSNH6NKlC+PGjaNr167s27ePL774ggIFCtCzZ8+MY9y6dYsdO3Zga2vLgAEDiI6OzoGfXvzbzMMzeZD4gCXNlmClM/ANy8X9tDY5OyZB2ebg4WPY4wuTk60C6L333uPmzZtMmjQJDw8PuQla5I6L2+DwD1q/n/w5c7Py4Cbl2HE2miHLjrOqbwC21pa1auRKzBW6ruua6+dd2mYpPgUy9w9SXFwcP//8M7///juNGzcG4Mcff6RIkSIAGYVPaGgo/v7+APz22294eXmxatUqOnfuzKxZs2jcuDFjxowBoFy5cpw5c4bp06fTs2dPzp8/z8aNGzl48CC1a9cG4Pvvv6dixYqG/tHF/9t3cx/Lzi9jTN0xeDl75cxJGo2C85th5efw6XbI6tJ6YVayVQDt27ePsLAwfH19DZ1HiOd78kjb1bXUm1Dr4xw7jYOtNTM7V6PDglDm77jIoCaGucfIVJR0LcnSNrnfQ6mka+YL2suXL5OSkkKdOnUyHnN1daV8+fIAREREYGNjg5+fX8b3CxQoQPny5YmIiMh4Tvv27Z86bkBAALNnzyYtLS3jGP/e8R6gQoUK5MuXLzs/nniF2ORYgvYFUa9wPTqX65xzJ7J1gI4LYUlj2DMTGo3IuXMJo5etAqhChQo8efLE0FmEeLFNIyEpDtrPy/Ft7asUc6Xfm2WYt/0iTSp6ULmoa46ez5g42jhmeiRGCEOZenAq8SnxTAiYkPMzCkWqQ8MvYfd0KNcCilTL2fMJo5Wt8f0pU6YwdOhQdu7cyf3794mNjX3qSwiDOrsBwn+HFlPAtViunLLfW2Uo7+nMkGXHSUqVVSPGpFSpUtja2nLo0KGMx2JiYjh//jwAFStWJDU1lQMHDmR8//79+5w7dw4fH5+M54SGhj513NDQUMqVK4e1tTUVKlQgNTWVI0eOZHz/3LlzPHr0KAd/Msu0I3IHay6tYXid4Xjm8cydkzYcBoV8YGVvrZ2OsEjZKoBatGhBWFgYjRs3plChQri5ueHm5ka+fPlwc3MzdEZhyRIewNqBUK4lVHs/105ra23FzC6+XL2XwNdbLrz6BSLXODs706NHD7788kt27NjB6dOn6dWrF1ZWVuh0OsqWLUv79u359NNP2bt3L+Hh4XzwwQcULVo0Y9pr6NChbNu2jYkTJ3L+/Hl+/vln5s2bx7BhwwAoX748LVq04PPPP+fAgQMcOXKETz75BEfHzN+oLV7tUeIjxoeNp1GxRrQv3f7VLzAUa1vouAgeXNJuihYWKVtTYDt27DB0DiGeb/1QSE+Btt/kekfnCp4uDGpalhn/nKOpjwc1S0hxbyxmzZpF7969adOmDS4uLnz11Vdcv34dBwcHQLspeuDAgbRp04bk5GQaNmzIhg0bMlas1qhRg2XLlhEUFMTEiRMpXLgwEyZMyFgB9u9jfPLJJ7zxxht4eHgQHByccdO0MIyQAyGk6lMZ6z829xfTeFSCRiO1TVUrtAavOq9+jTAr0g1eGK9Tf8NfH0GnH6DyO0oipKal0/nbMB4lpLBhQAMc7ayV5MgJ5tRhPD4+nqJFizJz5kx69eqlOo7BmdN79W+brm7iy11fMr3hdFqUbKEmRFoq/NhCG2nuvVfbL0hYjGyv8d2zZw8ffPAB/v7+3Lx5E4BffvmFvXv3GiycsGBxd7TRH58OyoofABtrK2Z09uXWoydM++esshziaceOHeOPP/7g0qVLHD16lG7dugE8s7JLGKd7T+4Rsj+EZiWaqSt+QGuj02EhxN6EbRPU5RBKZKsAWrFiBc2bN8fR0ZGjR4+SlKTdRBYTE8OkSTKfKl6TXg/rBoGVtbbnj2KlC+ZleIsK/Bh6lbBL91XHEf9vxowZ+Pr60qRJE+Lj49mzZw/u7u6qY4lX0Ov1jA8bj5XOisC6garjgHtZaDIODiyEK3tUpxG5KFsFUHBwMIsWLWLJkiVPDccGBARw9OhRg4UTFir8Tzi3QbvvJ08B1WkA6OnvjV/J/Hz5VziPk1JVx7F41atX58iRIzx+/JgHDx6wZcsWqlSpojqWyIS1l9ey8/pOxtYbi5uDkdxXV+dzKFEfVn+hbbchLEK2CqBz587RsGHDZx53dXWVZaLi9cTchI3Dwfc97cZEI2FlpWNGZ18exCcTsj5CdRwhTFJUfBRTDkyhXel2vFX8LdVx/sPKCjrMh/j7sNkIRqVErshWAeTp6cnFixefeXzv3r2UKmWg7r3C8uj1sKYf2OXR9vwxMl75nRjduiJ/HIxk1/m7quMYjIWtgzBJ5vAe6fV6xu4bi6OtI8PrDFcd51lu3tA8GI78BBe3qk4jckG2lsF/+umnDBw4kB9++AGdTsetW7cICwtj2LBhskxUZN+RH+HSdvhgBTjmU53mud6vU5xNp6IY/tcJ/hncEFdH012RY21tjU6nIy4uDmdnZ+npZ4T0ej1paWnExsai0+mwscnWr2yjsPz8cvbd2seiJotwsTPSFbg1P4KItbC6P3wRZrS/h4RhZGsZvF6vZ9KkSUyePJmEhAQA7O3tGTZsGBMnTjR4SEOSZfBG6sEVWBgAVTtr9/4YsdsxT2j29W6a+ngwq0s11XFeS1JSEg8ePDCLEQZzZmdnR758+Uy2ALoed5131rxD61KtGVtvrOo4LxdzExbUgwqttM0Shdl6rX2AkpOTuXjxIo8fP8bHx4e8efMaMluOkALICKWnw89tISYS+uwDe2fViV5pxZEbDF0ezuIPa9KsUi5t359D0tPTSUuTdh/GysrKKmOXa1OUrk+n1z+9uB1/mxXtVpDHNo/qSK92/A9Y1Rve/d2o7kUUhpWljxMff5y5Ltw//PBDlkLMnz+f6dOnExUVha+vL3Pnzn2q0/OL/Pnnn7z33nu0b9+eVatWZemcwogc/Bau7YUe60yi+AF4u0ZRNp6KYtTKk9Tyzk/+PHaqI2Xbv/+BFSIn/B7xO4fvHOaH5j+YRvED4PsuRKzR2vB41TWa1ajCsLL0W++nn35ix44dPHr0iIcPH77wKyuWLl3KkCFDGDt2LEePHsXX15fmzZsTHR390tddvXqVYcOG0aBBgyydTxiZexdg6zjw6wMlTee91Ol0THq7MmnpesasOqU6jhBG6UrMFWYfnc0HFT+gtmdt1XEyT6eDNrMhPQ3WD1GdRuSQLE2B9e3blz/++IMSJUrw0Ucf8cEHH5A/f/7XCuDn50ft2rWZN28eoA3He3l50b9/f0aMGPHc16SlpdGwYUM+/vhj9uzZw6NHj144ApSUlJSxUSNoU2BeXl4yBWYMzGAb+nUnbtHv92PMea867XyLqI4jhNFITU+lx6YexCTFsLztchxtTLCR7L/b8bzzPVTppDqNMLAsjQDNnz+f27dv89VXX7F27Vq8vLzo0qUL//zzT7ZuokxOTubIkSM0adLkP4GsrGjSpAlhYWEvfN2ECRMoVKhQpnr+TJ48GVdX14wvLy+vLOcUOWTfHLh5RLvR0ASLH4A2VYvQpmphglafIjouUXUcIYzGT6d/4tS9UwQHBJtm8QNQ+W2o9DZsGKa15xFmJcsT//b29rz33nts2bKFM2fOUKlSJb744gu8vb15/Phxlo5179490tLS8PDweOpxDw8PoqKinvuavXv38v3337NkyZJMnWPkyJHExMRkfF2/fj1LGUUOuXMadk4G/wEm34V5YvvK2FhZMXLFSVlNJQRw/uF5FhxfQM9KPalWqJrqOK+n9UywsoW1A7S9yoTZeK07H/+9MuHfe1XktLi4OD788EOWLFmS6Z4/9vb2uLi4PPUlFEtLgZW9IX9peHOU6jSvzS2PHZPfrsK2s9H8deSG6jhCKJWSnkLg3kBKuJSgb7W+quO8Pqf82tYc5zfB8d9VpxEGlOUCKCkpiT/++IOmTZtSrlw5Tp48ybx584iMjMzyMnh3d3esra25c+fpocU7d+7g6fns0uJLly5x9epV2rZti42NDTY2NvzrX/9izZo12NjYcOnSpaz+OEKF3TMg+ow29WVjrzqNQTT18eCdGsWYsPYMtx49UR1HCGWWnFjChYcXCKkfgp216a6OfEqFVuD7PmwaATHyIcdcZKkA+uKLLyhcuDBTpkyhTZs2XL9+neXLl9OqVatsLaO1s7OjZs2abNu2LeOx9PR0tm3bRr169Z55foUKFTh58iTHjx/P+GrXrh1vvvkmx48fl/t7TMGtY7B7OjT8EopUU53GoILa+pDXwYbhK07IVJiwSKfvn2bxicV8VvUzfAr4qI5jWC0ma9t0rO4nU2FmIkurwKysrChevDjVq1d/6aZcf//9d6YDLF26lB49evDtt99Sp04dZs+ezbJlyzh79iweHh50796dokWLMnny5Oe+vmfPni9dBfa/ZCNEhVISYXEjsLGDT7aBtem2kXiR3efv0v2HgwR3qMwHdUuojiNErklKS+Ldde9ia2XLb61/w9bK/K5vLm6DX9+G1rOg9qsX4QjjlqWNELt3727w3Ui7du3K3bt3CQoKIioqimrVqrFp06aMG6MjIyNlkzZzsXMSPLgEn+0yy+IHoGG5grzvV5xJGyJoWLYgxQuY5uo2IbJq/vH5XIu9xtI2S82z+AEo01jrF7Z5DJR+C/KXVJ1IvIbXaoVhimQESJHIA9qeP42DoP5g1Wly1OOkVFp+s5vCLo78+VldrKxMs4WBEJl1PPo4PTb1YED1AfSqYuYjI0lxWt9Cl6LQcz3IB3STJe+cyHnJCbCqDxStqS17N3N57W2Y3smXg1cf8EPoFdVxhMhRT1KfEBgaSGX3yvSs1FN1nJxn7wwdFkDkPjiwUHUa8RqkABI5b9t4iL0FHRaBlbXqNLmibqkCfBxQkun/nONidNb2xxLClHxz9BvuxN8hJCAEawu5vvGuD3W/gG0T4O551WlENkkBJHLWld1wYBE0GQvuZVSnyVVftShP0XyODF0eTmpauuo4QhjcwdsH+S3iNwbWGIi3q7fqOLmrcRC4FtO6xqelqk4jskEKIJFzkuJgVV8oUR/qfK46Ta5zsLVmRhdfTt54xLe7L6uOI4RBxafEMyZ0DLU8avF+xfdVx8l9to7aqPatY7DvG9VpRDZIASRyzj+j4ckD6DDfYm8UrFHcjc/fKM3sreeJuB2rOo4QBjP90HQeJT1iYsBErHSWeX3jVRsCBsKOyRB1SnUakUUW+rdW5LgLW+Hoz9AsGNy8VadRalCTspRyz8vQZeEkp8pUmDB9e2/uZcWFFQyrPYxizsVUx1Gr0UhwL6tNhaUmq04jskAKIGF4Tx7Cmn5QujHU7Kk6jXL2NtbM7OLL+TtxzNt+QXUcIV5LTFIMY0PHElAkgE5lO6mOo56NvdbWJzpC2+VemAwpgIThbRyhLX1vNxcMvHGmqapc1JX+b5Vl/s5LnLjxSHUcIbJt6sGpPEl9wjj/cQbfGNdkFfaFhl/Bnplw86jqNCKTpAAShhWxDk78CS2ngmtR1WmMyhdvlsansAtDloWTmJKmOo4QWbYtchtrL69lhN8IPPM827DaojUYAp5VYGVvre2PMHpSAAnDib8H6wZB+dbg+67qNEbH1tqKmV18ibyfwNdbZO8QYVoeJD5gQtgE3vR6k7al2qqOY3ysbbWpsIdXYEeI6jQiE6QAEoah18P6IZCeBm1ny9TXC5TzcGZIs3Is3nOZw1cfqI4jRKbo9XqC9weTrk8nqF6QTH29SKGK8OZo2DcXIverTiNeQQogYRinVsCZ1dBmFuQtpDqNUfu0QSmqe+Vj2PJwEpJlAzVh/DZd3cSWa1sIrBuIu6O76jjGzb8/FKuttf9JjledRryEFEDi9cVFwfqhUOltqNRRdRqjZ22lY2aXakTFJjJ141nVcYR4qbsJdwneH0wL7xY0926uOo7xs7LWpsJib8PWcarTiJeQAki8Hr0e1g4EaztoPVN1GpNR0j0PI1pU4Oewa+y7eE91HCGeS6/XMz5sPLZWtoz2G606jukoUBqajoeDi+HyLtVpxAtIASRez/Hf4PwmaDcHnPKrTmNSutfzpl6pAnz51wniElNUxxHiGasurmLXjV2M8x9HPod8quOYltqfgncDWN0XEmUXeGMkBZDIvkfXYdNIqNYNyrdUncbkWFnpmNapKo8SkglZH6E6jhBPuf34NtMOTaN96fY08mqkOo7psbKC9vO1jWE3y+iZMZICSGSPXq/t9mzvDC0mq05jsrzyOxHYxoc/D11nx9lo1XGEALSpr6B9QeSxzcPwOsNVxzFdbiWgeQgc/Rec36w6jfgfUgCJ7Dn8PVzeqe327OCqOo1Je7e2F2+UK8jwFSd4lCC9hIR6y84tY//t/Uzwn4CznbPqOKatRg8o0wTW9IcE2frCmEgBJLLuwWXYPAZqfQxlGqtOY/J0Oh1T36lKYkoa49acVh1HWLjrsdeZeWQmXcp1wb+ov+o4pk+n0z4opj6BjTKaZkykABJZk54Gq/pCnoLQdKLqNGbD09WB8e0rser4LTaduq06jrBQaelpBIYGkt8hP0NrDVUdx3y4FIGW0+HkMjizRnUa8f+kABJZs38hRIZBh4Vgn1d1GrPSoVpRmvl4MHrlKe4/TlIdR1igXyN+5Vj0MYIDgnGydVIdx7xU7QIV2sC6wVrbIKGcFEAi8+6eg20ToO4X4B2gOo3Z0el0hHSsgh4YvfIUer1edSRhQS4/usyco3P4wOcDannWUh3H/Oh00OZrQK/1TJTrWzkpgETmpKVqXY7zFYfGY1SnMVsFne0J7lCZTaejWBN+S3UcYSFS01MZvXc0RfIWYUD1AarjmK+8haD1LIhYCyf/Up3G4kkBJDIndDbcPq5t8W7rqDqNWWtVpTDtfIsQtPo0d2ITVccRFuDHUz9y5sEZQuqH4GDjoDqOeavUASp3gg3DtHYZQhkpgMSrRZ2EnVMgYBAUk6Hx3DChfSXsbKwYseKETIWJHHXuwTkWhC/g48ofU7VgVdVxLEOr6WBjD2sHyFSYQlIAiZdLTYaVfcC9HDQaoTqNxcjnZMeUt6uw49xdlh++oTqOMFMpaSmM3juakq4l6ePbR3Ucy+GUH9rOgQub4divqtNYLCmAxMvtng53I7SpLxt71WksSuOKHnSuWYwJ685w42GC6jjCDH174lsuPbrEpPqTsLO2Ux3HspRvAdU+0NoJPYpUncYiSQEkXuzmEdgzE94YDoVlaFyFMW19cHGw4au/TpCeLkPlwnBO3TvFdye/43Pfz6mQv4LqOJapxSRtJ/3VfSE9XXUaiyMFkHi+lERt6suzCtQfrDqNxXJxsGVaJ1/2XbrPrweuqY4jzERSWhKj946mfP7y9KrSS3Ucy+XgCu3nwZXdWnshkaukABLPtyMYHl7Vpr6sbVWnsWj1y7rzYd0STN5wlqv34lXHEWZg3rF53Ii7QUhACLZWcn0rVfpNqP0JbAmC+5dUp7EoUgCJZ0Xuh33z4K3RUKii6jQCGNGyAgWd7Rm2PJw0mQoTr+FY9DF+Pv0z/ar3o4xbGdVxBECT8doeQau+0NoNiVwhBZB4WnK8tuGhVx2o1091GvH/8tjbMKOzL0ciH/LD3iuq4wgTlZCSwOi9o/Et6Et3n+6q44h/s8+rtRe6fgD2L1CdxmJIASSetnUcxEVpF6OVteo04r/UKZmfXgElmb75HBfuxKmOI0zQ7KOzuZtwl+D6wVjL9W1cSvhDvb6wbSJEn1WdxiJIAST+4/JOOLgYmk6AAqVVpxHPMax5ebzcHBm6PJzUNFk1IjJv/+39/HH2DwbXHEwJlxKq44jneSsQ3ErAqt5a+yGRo6QAEprEWFjdD7wbaDfkCaPkYGvNzC7VOHUzhoU75YZJkTmPkx8TFBpEHc86vFvhXdVxxIvYOkKHRXA7HPZ+rTqN2ZMCSGj+GQVPHkL7+WAlfy2MWTWvfPRpVJo52y9w+laM6jjCBEw/PJ2YpBgmBEzASifXt1ErVlPbemTXVLh9QnUasyZXgoDzm+HYL9B8kjb8KozegMZlKV0wL0OXhZOcKlNh4sV239jN3xf+5qvaX1E0b1HVcURmvDEcCpaHVX20dkQiR0gBZOkSHsCa/lCmKdSQVSGmwt7GmpldfLkY/Zg52y6ojiOMVExSDOP2jaN+0fq8XfZt1XFEZtnYawtR7p7VRoJEjpACyNJtHA6pT6DdHNDpVKcRWVCpiCsDG5dlwc6LHL/+SHUcYYQmH5xMYloi4+qNQyfXt2kpXBXeGAF7Z8GNI6rTmCUpgCzZmTVwchm0nA4uRVSnEdnQp1FpKhd1Zeiy4ySmyAZq4j+2XtvK+svrGVlnJB55PFTHEdlRfzAU9tVWhaU8UZ3G7EgBZKke34V1g6FCG6jaRXUakU021lbM7OzL9YdPmPHPOdVxhJG4/+Q+E/dPpHHxxrQp1UZ1HJFd1jbaqrCH12B7sOo0ZkcKIEuk18P6wYAe2syWqS8TV9bDmWHNyvF96BUOXnmgOo5QTK/XE7w/GL1ez5i6Y2Tqy9QVqqDtDxQ2H67tU53GrEgBZIlO/gURa6H1LMhbUHUaYQC96peiZnE3hi0PJz5JNlCzZBuubGBr5FYC6wZSwLGA6jjCEOr1BS8/bVVY0mPVacyGFECWJvY2bBgKlTtBpQ6q0wgDsbbSMaOzL3fjkpiyUbbRt1TRCdGEHAihZcmWNPNupjqOMBQra+iwAB5Hw9axqtOYDSmALIleD2sHgI0DtJquOo0wMG/3PIxsVYFf9l9j74V7quOIXKbX6xm3bxz21vaM9hutOo4wtAKltTZFh76DSztUpzELUgBZkmO/wIXN0G4uOOVXnUbkgA/8SuBfugBf/RVObGKK6jgiF628uJI9N/cw3n88rvauquOInFCrF5RsqLUtSpRd4F+XFECW4lEkbBoF1T+Acs1VpxE5xMpKx7ROVYlNTGXi2jOq44hccuvxLaYdmkbHMh1pWKyh6jgip1hZae2KEmO03+fitUgBZAnS02F1X3Bw1dpdCLNWzM2JMW0qsvzIDbZF3FEdR+SwdH06QaFBONs582XtL1XHETktX3FoMQmO/wrnNqlOY9KkALIEh7+HK7uh/TytCBJmr0stL94sX5ARf5/kYbz0EjJnS88t5UDUASb4T8DZzll1HJEbqn8IZZtp93QmyNYX2SUFkLm7fwm2BEHtT6D0m6rTiFyi0+mY8k5VklPTGbvmtOo4IodExkby9ZGv6Vq+K/WK1FMdR+QWnQ7azoHUJNggo37ZJQWQOUtPg1VfQF4PaDJedRqRyzxcHJjQvhJrwm+x4eRt1XGEgaWlpxEYGoi7oztDag5RHUfkNpfC0GoGnPoLTq9SncYkSQFkzsLmw/UDWldh+7yq0wgF2vkWoUUlTwJXneJuXJLqOMKAfjnzC8ejjxMcEIyTrZPqOEKFKp2gYltYP0TbI0hkiRRA5ir6rNY7pl5fKCFD45ZKp9MR3LEyOmD0ypPo9XrVkYQBXHp0ibnH5tLdpzs1PGqojiNU0emg9deATuvtKNd3lkgBZI7SUrXuwW4ltB4ywqK557UnpGNlNp+5w6rjN1XHEa8pNT2V0XtHU9S5KP2q91MdR6iWtyC0+RrOroMTy1SnMSlSAJmjvV/D7RNaF2FbR9VphBFoUbkwHaoVIWj1aaJiElXHEa/h+5Pfc/bBWUICQnCwcVAdRxgDn3ZQpYt2Q3TsLdVpTIYUQObm9gnYNQXqD4ZiNVWnEUZkfLvKONpaM3zFCZkKM1FnH5xlUfgiPq78MVUKVlEdRxiTVtO0D7xr+stUWCZJAWROUpO0bsEFK8Abw1WnEUbG1cmWqe9UZdf5u/x56LrqOCKLktOSGb13NKXylaKPbx/VcYSxcXTT2hxd3ApHf1adxiRIAWROdk2Fu+eg4yKwsVOdRhihNysUomstL4LXneH6gwTVcUQWLApfxOWYy0yqPwlba1vVcYQxKtdM2yTxn9Hw8JrqNEZPCiBzceOwdu9Po+HgKUPj4sUC21Qkn5MdX/4VTnq6DJWbghN3T/D9qe/p49uH8vnLq44jjFnzSdpo0Oq+Whsk8UJSAJmDlCewsjcUrgYBg1WnEUbO2cGW6Z2qsv/yA/4VdlV1HPEKiamJjN47Gp/8Pnxc+WPVcYSxc3DRGqZe3QOHlqhOY9SkADIH24O1bu8dF4G1jeo0wgT4l3GnR70STNl0lst3H6uOI15i7rG53Hp8i5D6IdhYyfUtMqHUG1DnM9gyFu5dVJ3GaEkBZOqu7dN2fG48BgrK0LjIvOEtK+Dp4sCw5eGkyVSYUTpy5wi/nPmFATUGUCpfKdVxhClpMk5rl7Gqj9YWSTzDKAqg+fPn4+3tjYODA35+fhw8ePCFz12yZAkNGjTAzc0NNzc3mjRp8tLnm7Wkx9pf7uJ1oe4XqtMIE+NkZ8OMzr4cu/6IJXsuq44j/kdCSgKBewOpXqg6H1T8QHUcYWrs8mhtkG4cgn1zVacxSsoLoKVLlzJkyBDGjh3L0aNH8fX1pXnz5kRHP7+vyc6dO3nvvffYsWMHYWFheHl50axZM27etMAdbreO1fq/dFgAVtaq0wgTVMs7P582KMWszec5fydOdRzxX2YdmcX9xPsEBwRjLde3yI7idcG/H+wIgegI1WmMjk6veEc0Pz8/ateuzbx58wBIT0/Hy8uL/v37M2LEiFe+Pi0tDTc3N+bNm0f37t1f+fzY2FhcXV2JiYnBxcXltfMrc2kH/NJB6wZc51PVaYQJS0xJo83cvTjYWrHyiwBsrZV/LrJ4YbfC+GzLZ4z2G827Fd5VHUeYspRE+LYh2DrAJ9tAtlDIoPQ3XXJyMkeOHKFJkyYZj1lZWdGkSRPCwsIydYyEhARSUlLInz//c7+flJREbGzsU18mLzEGVveDkm9ArV6q0wgT52BrzawuvkTcjmP+DrlhUrW45DiC9gXhV9iPLuW7qI4jTJ2tg7ZAJuoU7JmpOo1RUVoA3bt3j7S0NDw8PJ563MPDg6ioqEwdY/jw4RQpUuSpIuq/TZ48GVdX14wvLy+v186t3KZRWhHUfj5Yyad18fqqFstH30almbf9IqduxqiOY9GmHZpGXHIcE/0nYqWT61sYQNEa0GAo7J4Ot46rTmM0TPrqmjJlCn/++ScrV67EweH5TQFHjhxJTExMxtf16ybeAuDcJjj+K7SYDPnMoJgTRqPfW2Up5+HM0GXhJKXKqhEVdl3fxaqLqxheeziF8xZWHUeYk4ZfQqGK2sKZ1CTVaYyC0gLI3d0da2tr7ty589Tjd+7cwdPT86WvnTFjBlOmTGHz5s1UrVr1hc+zt7fHxcXlqS+TlfAA1g6Ass2huqwKEYZlZ2PFzC6+XL73mNlbL6iOY3EeJT5iXNg4GhZrSIcyHVTHEebGxg46LIJ7F2DnZNVpjILSAsjOzo6aNWuybdu2jMfS09PZtm0b9erVe+Hrpk2bxsSJE9m0aRO1atXKjajGYcOXWuXebg7odKrTCDNUsbALg5qU49tdlzga+VB1HIsy6eAkktOSGVdvHDq5vkVO8KwMjUZA6Ddw/ZDqNMopnwIbMmQIS5Ys4eeffyYiIoI+ffoQHx/PRx99BED37t0ZOXJkxvOnTp3KmDFj+OGHH/D29iYqKoqoqCgePzbz3WxPr4JTf2mrvpxfPjomxOv4vGEpqhTLx7Bl4TxJlqmw3LD56mY2XtnIKL9RFHQqqDqOMGcBg6BIdVjVG5ItuyGy8gKoa9euzJgxg6CgIKpVq8bx48fZtGlTxo3RkZGR3L59O+P5CxcuJDk5mU6dOlG4cOGMrxkzZqj6EXLe42hYPwQqtoMqnVSnEWbOxtqKmZ19ufnoCdP/Oac6jtm79+QewfuDaVqiKa1KtlIdR5g7axttKizmBmyfqDqNUsr3AcptJrcPkF4PSz+AyP3Q9wDkcVedSFiI7/ZcJnh9BH9+Vpe6pQqojmOW9Ho9g3YM4vjd46xsv5L8Ds/fzkMIgwubD/+Mgp7rwbu+6jRKKB8BEq9wYhmcXQdtvpbiR+SqjwNKUsc7P1/+Fc7jpFTVcczSusvr2H59O2PqjpHiR+Quvz5Q3B9WfQFJlrkLvBRAxiz2lnbjc5Uu4NNOdRphYaysdEzvXJX7j5OZtEG20Te0O/F3mHxgMq1LtaZJiefvYyZEjrGygg7zIf4ebB6jOo0SUgAZK70e1vQHOydoNU11GmGhShTIw8hWFfn9QCS7zt9VHcds6PV6xoaNxdHGkZF1Rr76BULkhPyloNkEOPIjXNyqOk2ukwLIWB39WfsL2W4uOLqpTiMs2Ad+xWlQ1p3hf50g5kmK6jhmYcWFFYTeDGWc/zhc7V1VxxGWrFYvKPUmrO4PTx6pTpOrpAAyRg+vwT+joUZ3KNtUdRph4XQ6HVPfqUp8UioT1p5RHcfk3Xx8k+mHpvNO2XdoUKyB6jjC0ul00H4eJD+GTZY1GikFkLFJT4fVfbVRn2YhqtMIAUCRfI4EtfVhxdEbbDlz59UvEM+Vrk9nTOgYXO1dGVZrmOo4Qmhci0GLKRD+O5zdoDpNrpECyNgcWgJX92iNTh1MYJm+sBidahajcYVCjPz7JA/ik1XHMUl/nP2DQ1GHmBgwkbx2eVXHEeI/qr0P5VrA2oEQf191mlwhBZAxuXcRtoyFOp9BqTdUpxHiKTqdjslvVyE1PZ0xq0+pjmNyrsZcZfaR2bxX4T38CvupjiPE03Q6aPsNpKfAhqGq0+QKKYCMRXqa1qXXpTA0Gac6jRDPVcjFgQntK7P+xG3Wht9SHcdkpKWnERgaSCGnQgyqMUh1HCGez9lTa7d0eiWcWqE6TY6TAshY7JsLNw5Bh4Vgl0d1GiFeqG3VwrSuUpgxq08RHZeoOo5J+PnMz5y4e4Lg+sE42TqpjiPEi1V+B3w6wPqhEGfe9/tJAWQMoiNgRwj494fidVWnEeKldDodEztUxsZKx6i/T2Fh3XSy7OLDi8w7No+elXpSvVB11XGEeDmdDlrPAisbWDdI25POTEkBpFpaCqz8XNuQ6s3RqtMIkSn589gR0rEKWyPusOLoTdVxjFZKegqj9o6iuHNx+lbvqzqOEJmTpwC0mQ3nNkD4H6rT5BgpgFTbMwuiTmlTX7YOqtMIkWnNK3nydvWijF97mluPnqiOY5S+O/kd5x+eJ6R+CPbW9qrjCJF5FdtA1Xdh4witc7wZkgJIpVvHYfc0aDAUitZQnUaILBvbthJ57GwYvuKETIX9jzP3z7A4fDGfVPmESu6VVMcRIutaTtHuSV3T3yynwqQAUiU1SVv1VagiNPxSdRohssXVyZYp71Rhz4V7/H4wUnUco5GclszovaMp41aGz6t+rjqOENnj6Ka1Y7q0XesXZmakAFJl52S4dwE6fgs2dqrTCJFtjcoX4r06xQlZH0Hk/QTVcYzCguMLuBp7lZD6Idha26qOI0T2lW0CNXvCP4Hw4IrqNAYlBZAK1w9B6Dfw5kjwkKFxYfpGt65I/jx2DPsrnPR08xsqz4rwu+H8ePpH+lbrSzm3cqrjCPH6mgVrN0av7qu1azITUgDltuQEWNUbilQH/4Gq0whhEHntbZjeyZeDVx7w476rquMo8yT1CYF7A6lUoBI9K/VUHUcIw7B3hvYL4FooHFikOo3BSAGU27ZP1O6o77AIrG1UpxHCYOqVLkBPf2+mbTrLpbuPVcdRYs7ROdyOv01w/WBsrOT6FmakZAPw6w3bxmu3b5gBKYBy09W9sH8BNA6CgjI0LszP8BYVKJLPkWHLw0lNM5+h8sw4FHWIXyN+ZUD1AZRyLaU6jhCG13gsuBSFlb0hLVV1mtcmBVBuSYqDVV9AiQDw66M6jRA5wtHOmhmdfQm//ojFey6rjpNr4lPiGRM6hpoeNfnA5wPVcYTIGXZO0HER3DoK++aoTvPapADKLZvHQPw9aD8frOSPXZivmiXc+KxhaWZvucDZqFjVcXLFzMMzeZD4gIkBE7HSyfUtzJhXHfAfADsmwZ3TqtO8FrlSc8PFrdoeCs0mQv6SqtMIkeMGNy2Lt7sTQ5eFk2LmU2GhN0NZfn45w2oNw8vZS3UcIXLem6OgQBltKiw1WXWabJMCKKc9eQSr+0OpN6HWx6rTCJEr7G2smdm5Guei4pi3/aLqODkmNjmWoH1B1Ctcj87lOquOI0TusLGHjgsh+gzsmaE6TbZJAZTTNo2E5MfQfp7WZVcIC1GlmCt93yzDvB0XOXkjRnWcHDH14FQSUhKYEDABnVzfwpIUqQ4NhsHuGXDrmOo02SIFUE46uwHCf4cWU8C1mOo0QuS6fm+VoYKnM0OXHycxJU11HIPaEbmDNZfWMLzOcDzzeKqOI0TuazhM28x3ZW9ISVSdJsukAMop8fdh7UAo1xKqva86jRBK2FpbMatLNa7eS+DrredVxzGYh4kPGR82nkbFGtG+dHvVcYRQw9pWa+f04DLsnKQ6TZZJAZRTNgyF9BRo+41MfQmLVt7TmcFNy7Fk92WOXHugOo5BhBwIIVWfylj/sTL1JSybh492U3ToHIg8oDpNlkgBlBNOrYDTK6H1THD2UJ1GCOU+a1gKX698DFt+gifJpj0VtunKJv65+g+BfoG4O7qrjiOEev4DoFgtrc1TcrzqNJkmBZChxd2B9UPBpwNUfkd1GiGMgrWVjpmdfbkd84Spm86qjpNt957cI/hAMM1KNKNFyRaq4whhHKystfZOsbdh63jVaTJNCiBD0uth3SCwsoHWs1SnEcKolCqYl6+aV+CnfVfZd+me6jhZptfrGR82HmudNYF1A1XHEcK4uJeBJmPh4LdwZbfqNJkiBZAhhf8B5zZo9/3kKaA6jRBGp6e/N34l8/Pl8hM8TjKtXkJrLq1h5/WdjK03FjcHN9VxhDA+dT6HEvVhVV+t/ZORkwLIUGJuwMYRUPVdqNBadRohjJKVlY4ZnX15lJBMyPozquNkWlR8FFMPTqVtqba8Vfwt1XGEME5WVtBhPjx5AP+MVp3mlaQAMgS9Htb0B7s80HKK6jRCGDWv/E6Mbu3DHwevs/NctOo4r6TX6xm7byyOto4MrzNcdRwhjJubNzQLhqM/w4WtqtO8lBRAhnDkR7i0HdrNBUcZGhfiVd6r40XDcgUZvuIEMQkpquO81PLzy9l3ax/j/cfjau+qOo4Qxq9mTyjdGNb0gycPVad5ISmAXteDK/BPoPaGl22iOo0QJkGn0zH1nSokJKcxfq3xdpS+HnedGYdn0KlcJ+oXra86jhCmQafTBgSSE7RbQ4yUFECvIz0dVvfVbnhuFqw6jRAmpbCrI+PaVuLvYzf553SU6jjPSNenMyZ0DPkd8jOs1jDVcYQwLa5FoeVUOPEnRKxTnea5pAB6HQcWwbVQaL8A7J1VpxHC5LxdoyhNfTwYvfIk9x8nqY7zlN8ifuPInSNMDJhIHts8quMIYXp834XyrbXtYeKNb+sLKYCy694F2DYe/HpDyQaq0whhknQ6HZM6ViEtXc+Y1afQ6/WqIwFwJeYK3xz9hm4Vu1Hbs7bqOEKYJp0O2s6G9DRYP0RbMGREpADKjrRUrfutS1FoPFZ1GiFMWkFne4I7VGHDySjWnritOg6p6akE7g3EM48nA2sMVB1HCNOWtxC0mQVnVmttooyIFEDZsW8O3DoKHReBnZPqNEKYvNZVC9OmamHGrDpFdGyi0iw/nf6JU/dPERwQjKONo9IsQpiFSh2h0ttam6g447nfTwqgrLpzGnZM0pq/edVRnUYIszGxfWVsra0Y+fdJZVNh5x+eZ/7x+fSs1JNqhaopySCEWWo9E6ztYO1Ao5kKkwIoK1KTtamvAmXgzVGq0whhVtzy2DHl7SpsOxvN8iM3cv38KWkpBO4NxNvFm77V+ub6+YUwa075od0cOL8Jjv+mOg0gBVDW7JkB0Weg40KwsVedRgiz08THg041izFx7RluPnqSq+defHIxFx5eILh+MHbWdrl6biEsQvmWUK0bbBoJj66rTiMFUKbdOga7Z0CDYVCkuuo0QpitoLY+5HWwYfhfJ3JtKuz0/dMsObGET6t+SqUClXLlnEJYpBaTtW1j1vRTPhUmBVBmpCRqU18elaChbIgmRE5ycbBl6jtV2XvxHr8eiMzx8yWlJTF6z2jKuZXj06qf5vj5hLBoDq7aLtGXd8Lh75VGkQIoM3ZOggeXoeO3YG2rOo0QZq9huYJ08yvOpPURXLsfn6Pnmn98PpFxkYTUD8HWSq5vIXJcmcZQ62PYPEb7t1URKYBeJfIAhM7Rbnr28FGdRgiLMapVRdyd7fhy+QnS0nNmqPx49HF+OvUTfav1paxb2Rw5hxDiOZpOhDwFYVVfbaNEBaQAepnkeFjVG4rV0pa9CyFyTR57G2Z08uXQtQf8GHrF4MdPSElg9N7RVClYhZ6Vehr8+EKIl7DPCx0WQmQY7F+oJIIUQC+zdTzE3oYOi8DKWnUaISyOX6kCfBxQkmn/nONi9GODHvubo98QnRBNSEAI1nJ9C5H7vAOg7hewbQLcPZfrp5cC6EWu7IaD30KTseBeRnUaISzWl83LU8zNkaHLw0lNSzfIMQ/ePsjvZ39nYI2BeLt6G+SYQohsaDwG8hXXFhqlpebqqaUAep7EWG1eskR9qPO56jRCWDQHW2tmdvbl5I1HfLv79W+YfJz8mDGhY6jlUYv3K75vgIRCiGyzddTaSt0+DqGzc/XUUgA9z+ZAePIAOswHK/kjEkK16sXd6P1GaWZvPU/E7djXOtaMwzN4lPSIiQETsdLJ9S2EcsVqQcAg2DkFok7m2mnl6v9fF7bA0Z+hWTC4eatOI4T4fwOblKV0wbwMWRZOcmr2psL23NjDigsrGFZ7GMWcixk4oRAi2xqNAPdysLKP1nYqF0gB9N+ePIQ1/aF0Y6jZU3UaIcR/sbexZmYXXy7ciWPe9gtZfn1MUgzj9o0joEgAncp2yoGEQohss7HXpsLuRsDuablySimA/tvG4ZCcoO1SqdOpTiOE+B+VirgyoHFZ5u+8RPj1R1l67ZSDU3iS+oRx/uPQyfUthPEpXBXeGA57ZsHNIzl+OimA/i1iLZxYCi2ngmtR1WmEEC/Qp1FpfAq7MHR5OIkpmdtAbdu1bay7vI4RfiPwzOOZwwmFENlWfzB4VtGmwlISc/RUUgABxN+DtYOgfGvwfVd1GiHES9haWzGziy+RDxKYteX8K5//IPEBE/ZP4E2vN2lbqm0uJBRCZJu1rTYV9vAq7AjO0VNJAaTXw7rBoE+HtrNl6ksIE1DOw5mhTcuxZM9lDl998MLn6fV6gvcHk65PJ6hekEx9CWEKClWEt0bDvnlwLSzHTiMF0KkVELEG2syCvIVUpxFCZNInDUpRo7gbQ5eHk5D8/A3UNl7ZyJZrWwisG4i7o3suJxRCZFu9fuBVB1b10dpS5QDLLoDiomD9UKj0NlTqqDqNECILrK10zOjsy53YRKZuPPvM9+8m3CXkQAgtvFvQ3Lu5goRCiGyzstZ6hcVFwZaxOXOKHDmqKdDrYc0AsLaD1jNVpxFCZENJ9zyMbFmRn8OuEXrxXsbjer2ecWHjsLWyZbTfaIUJhRDZVqA0NJ0Ah5bA5Z0GP7xRFEDz58/H29sbBwcH/Pz8OHjw4Eufv3z5cipUqICDgwNVqlRhw4YNWT/piWVw4R9oNwec8mczuRBCtQ/rlqBeqQJ89dcJ4hJTAFh1cRW7b+xmnP848jnkUxtQCJF9tT8B7wawup/WpsqAlBdAS5cuZciQIYwdO5ajR4/i6+tL8+bNiY6Ofu7z9+3bx3vvvUevXr04duwYHTp0oEOHDpw6dSprJ94yFqp1g/ItDfBTCCFUsbLSMa1TVWKepBC8LoLbj28z9dBU2pduTyOvRqrjCSFeh5UVtJ8PTx7BP6MMemidXq/XG/SIWeTn50ft2rWZN28eAOnp6Xh5edG/f39GjBjxzPO7du1KfHw869aty3isbt26VKtWjUWLFr3yfLGxsbi6uhITUg6XIQfBwdVwP4wQQpk/D0Yy4u9wavn9xaPUm6xsvxJnO2fVsYQQhnDkZ1g7AMbFGOyQNgY7UjYkJydz5MgRRo4cmfGYlZUVTZo0ISzs+UvfwsLCGDJkyFOPNW/enFWrVj33+UlJSSQlJWX8f0yM9ofn72SN9b8avuZPIIQwJnlKpHPmThrJN3tQ7cBm1XGEEAaTh7nWlakfG4uzs7NBtrRQWgDdu3ePtLQ0PDw8nnrcw8ODs2efXdUBEBUV9dznR0VFPff5kydPZvz48c88fnpwRDZTCyGM37Ojx0II09YaYJor0dHRFCxY8LWPp7QAyg0jR458asTo0aNHlChRgsjISFxdZfpLpdjYWLy8vLh+/TouLi6q41g8eT+Mh7wXxkPeC+Px7/fCzs7OIMdTWgC5u7tjbW3NnTt3nnr8zp07eHo+v1+Pp6dnlp5vb2+Pvb39M4+7urrKX2Yj4eLiIu+FEZH3w3jIe2E85L0wHoba0V3pKjA7Oztq1qzJtm3bMh5LT09n27Zt1KtX77mvqVev3lPPB9iyZcsLny+EEEII8b+UT4ENGTKEHj16UKtWLerUqcPs2bOJj4/no48+AqB79+4ULVqUyZMnAzBw4EDeeOMNZs6cSevWrfnzzz85fPgwixcvVvljCCGEEMKEKC+Aunbtyt27dwkKCiIqKopq1aqxadOmjBudIyMjsbL6z0CVv78/v//+O4GBgYwaNYqyZcuyatUqKleunKnz2dvbM3bs2OdOi4ncJe+FcZH3w3jIe2E85L0wHoZ+L5TvAySEEEIIkduU7wQthBBCCJHbpAASQgghhMWRAkgIIYQQFkcKICGEEEJYHIsrgObPn4+3tzcODg74+flx8OBB1ZEszuTJk6lduzbOzs4UKlSIDh06cO7cOdWxBDBlyhR0Oh2DBg1SHcUi3bx5kw8++IACBQrg6OhIlSpVOHz4sOpYFiktLY0xY8ZQsmRJHB0dKV26NBMnTkTWDeW83bt307ZtW4oUKYJOp3um16derycoKIjChQvj6OhIkyZNuHDhQpbPY1EF0NKlSxkyZAhjx47l6NGj+Pr60rx5c6Kjo1VHsyi7du2ib9++7N+/ny1btpCSkkKzZs2Ij49XHc2iHTp0iG+//ZaqVauqjmKRHj58SEBAALa2tmzcuJEzZ84wc+ZM3NzcVEezSFOnTmXhwoXMmzePiIgIpk6dyrRp05g7d67qaGYvPj4eX19f5s+f/9zvT5s2jTlz5rBo0SIOHDhAnjx5aN68OYmJiVk7kd6C1KlTR9+3b9+M/09LS9MXKVJEP3nyZIWpRHR0tB7Q79q1S3UUixUXF6cvW7asfsuWLfo33nhDP3DgQNWRLM7w4cP19evXVx1D/L/WrVvrP/7446cee/vtt/XdunVTlMgyAfqVK1dm/H96erre09NTP3369IzHHj16pLe3t9f/8ccfWTq2xYwAJScnc+TIEZo0aZLxmJWVFU2aNCEsLExhMhETEwNA/vz5FSexXH379qV169ZPXR8id61Zs4ZatWrRuXNnChUqRPXq1VmyZInqWBbL39+fbdu2cf78eQDCw8PZu3cvLVu2VJzMsl25coWoqKinfle5urri5+eX5X/Lle8EnVvu3btHWlpaxg7T/+bh4cHZs2cVpRLp6ekMGjSIgICATO/mLQzrzz//5OjRoxw6dEh1FIt2+fJlFi5cyJAhQxg1ahSHDh1iwIAB2NnZ0aNHD9XxLM6IESOIjY2lQoUKWFtbk5aWRkhICN26dVMdzaJFRUUBPPff8n9/L7MspgASxqlv376cOnWKvXv3qo5ika5fv87AgQPZsmULDg4OquNYtPT0dGrVqsWkSZMAqF69OqdOnWLRokVSACmwbNkyfvvtN37//XcqVarE8ePHGTRoEEWKFJH3w0xYzBSYu7s71tbW3Llz56nH79y5g6enp6JUlq1fv36sW7eOHTt2UKxYMdVxLNKRI0eIjo6mRo0a2NjYYGNjw65du5gzZw42NjakpaWpjmgxChcujI+Pz1OPVaxYkcjISEWJLNuXX37JiBEjePfdd6lSpQoffvghgwcPzmjMLdT497/Xhvi33GIKIDs7O2rWrMm2bdsyHktPT2fbtm3Uq1dPYTLLo9fr6devHytXrmT79u2ULFlSdSSL1bhxY06ePMnx48czvmrVqkW3bt04fvw41tbWqiNajICAgGe2gzh//jwlSpRQlMiyJSQkPNWIG8Da2pr09HRFiQRAyZIl8fT0fOrf8tjYWA4cOJDlf8stagpsyJAh9OjRg1q1alGnTh1mz55NfHw8H330kepoFqVv3778/vvvrF69Gmdn54x5W1dXVxwdHRWnsyzOzs7P3HuVJ08eChQoIPdk5bLBgwfj7+/PpEmT6NKlCwcPHmTx4v9r715Cm9jiOI7/etEkra1KFYJZxFisD1TsA3Sn0kJFIVYEtRpELLqyYES0SBgVtBAUFCsIpvimogtRMIW6kCDSWlBoBSkEO4h2pWiRmE2q6bkLuQPFey9Veo238/3AwJyZk5l/Akl+nHkllEgkCl2aK4XDYbW1tSkYDGrZsmXq7+/X2bNn1dzcXOjSprxsNquhoSGn/fr1aw0MDKi8vFzBYFDRaFSnTp1SZWWlFixYIMuyFAgEtHnz5h/b0SRdqfa/ceHCBRMMBo3H4zGrVq0yfX19hS7JdST97XT16tVClwZjuAy+gB48eGCWL19uvF6vWbJkiUkkEoUuybUymYw5cOCACQaDxufzmYqKChOLxUwulyt0aVNeKpX62/+I3bt3G2O+XQpvWZbx+/3G6/Wa+vp6k06nf3g/RcZwW0sAAOAurjkHCAAA4C8EIAAA4DoEIAAA4DoEIAAA4DoEIAAA4DoEIAAA4DoEIAAA4DoEIAAA4DoEIACYgBMnTqiqqqrQZQCYJNwJGgAmIJvNKpfLac6cOYUuBcAkIAABKKjR0VF5PJ5ClwHAZTgEBuCXWrdunVpaWhSNRjV37lytX79eL1++1IYNG1RaWiq/369du3bpw4cPzmvGxsZ0+vRpLVy4UF6vV8FgUG1tbc761tZWLVq0SCUlJaqoqJBlWfry5Yuz/q/DVzdv3lQoFNKsWbPU1NSkz58/S5ISiYQCgYDGxsbG1drY2Og8/ZtDYMDUQgAC8Mtdv35dHo9HPT09isfjqqurU3V1tZ4/f67u7m69e/dO27Ztc/ofPXpU8XhclmVpcHBQt27dkt/vd9aXlZXp2rVrGhwc1Pnz59XR0aFz586N26dt27p//76SyaSSyaQeP36seDwuSdq6das+fvyoVCrl9B8ZGVF3d7cikch//GkAKIhJe349AEzA2rVrTXV1tdM+efKkaWhoGNdneHjYSDLpdNpkMhnj9XpNR0fHhPdx5swZU1tb67SPHz9uSkpKTCaTcZYdPnzYrF692mk3Njaa5uZmp33p0iUTCARMPp93trFy5coJ1wDg9zat0AEMgPvU1tY68y9evFAqlVJpael3/Wzb1qdPn5TL5VRfX/+P27tz547a29tl27ay2ay+fv2qmTNnjusTCoVUVlbmtOfNm6f379877Ugkon379unixYvyer3q7OxUU1OT/viDgXJgKuKbDeCXmzFjhjOfzWYVDoc1MDAwbnr16pXWrFmj4uLif93W06dPFYlEtHHjRiWTSfX39ysWi2l0dHRcv+nTp49rFxUVjTvnJxwOyxijrq4uDQ8P68mTJxz+AqYwRoAAFFRNTY3u3r2rUCikadO+/0mqrKxUcXGxHj16pL179363vre3V/Pnz1csFnOWvXnz5ofr8Pl82rJlizo7OzU0NKTFixerpqbmh7cD4P+BESAABbV//36NjIxox44devbsmWzb1sOHD7Vnzx7l83n5fD61trbqyJEjunHjhmzbVl9fny5fvizpW0B6+/atbt++Ldu21d7ernv37v1ULZFIRF1dXbpy5QqjP8AURwACUFCBQEA9PT3K5/NqaGjQihUrFI1GNXv2bOf8G8uydOjQIR07dkxLly7V9u3bnfN3Nm3apIMHD6qlpUVVVVXq7e2VZVk/VUtdXZ3Ky8uVTqe1c+fOSXuPAH4/3AgRAAC4DiNAAADAdQhAAADAdQhAAADAdQhAAADAdQhAAADAdQhAAADAdQhAAADAdQhAAADAdQhAAADAdQhAAADAdQhAAADAdf4Ey2w+HpxSccQAAAAASUVORK5CYII=", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "jugara.view()" ] }, { "cell_type": "code", "execution_count": 9, "id": "6332c759be829fbc", "metadata": { "ExecuteTime": { "end_time": "2023-09-19T13:05:59.604346Z", "start_time": "2023-09-19T13:05:59.590372Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# Reglas\n", "\n", "# Si tienes un buen rendimiento en entrenamiento y la amistad es mediana o buena, jugará bastante (Busquets)\n", "# Si tienes un mal rendimiento en el entrenamiento y la amistad es buena, jugará bastante (F.T.)\n", "# Si tienes un mal rendimiento en entrenamiento y poca amistad, jugarás poco (Rakitic)\n", "# Si tienes una buen rendimiento en el entrenamiento, la amistad es mala y ningún repuesto, jugará mucho (Messi con Setien)\n", "# Si tienes una buen rendimiento en el entrenamiento, la amistad es mala y tiene repuesto, jugará poco (Etoo en Guardiola)\n", "# Si tienes una muy buen rendimiento en el entrenamiento, la amistad es mala y tiene repuesto, jugarás mucho (Parejo en Setien)\n", "\n", "rule1 = ctrl.Rule(rendiment['good'] & (relacio['average'] | relacio['good']), jugara['prou'])\n", "rule2 = ctrl.Rule(rendiment['poor'] & relacio['good'], jugara['prou'])\n", "rule3 = ctrl.Rule(rendiment['poor'] & relacio['poor'], jugara['poc'])\n", "rule4 = ctrl.Rule(rendiment['good'] & relacio['poor'] & (recanvi['poor'] | recanvi['average']), jugara['molt'])\n", "rule5 = ctrl.Rule(rendiment['good'] & relacio['poor'] & recanvi['good'], jugara['poc'])\n", "rule6 = ctrl.Rule(rendiment['average'] & relacio['poor'] & recanvi['good'], jugara['molt'])\n", "\n", "control = ctrl.ControlSystem([rule1, rule2, rule3, rule4, rule5, rule6])" ] }, { "cell_type": "code", "execution_count": 10, "id": "b5bd90be51dbb4df", "metadata": { "ExecuteTime": { "end_time": "2023-09-19T13:05:59.654477Z", "start_time": "2023-09-19T13:05:59.616788Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# Simulación\n", "simulacio = ctrl.ControlSystemSimulation(control)" ] }, { "cell_type": "code", "execution_count": 11, "id": "a0f495c152a4dbe6", "metadata": { "ExecuteTime": { "end_time": "2023-09-19T13:06:01.501524Z", "start_time": "2023-09-19T13:05:59.637709Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "control.view()" ] }, { "cell_type": "code", "execution_count": 12, "id": "19420440e2a070a9", "metadata": { "ExecuteTime": { "end_time": "2023-09-19T13:06:01.525648Z", "start_time": "2023-09-19T13:06:01.505388Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# Entrada de datos\n", "\n", "simulacio.input['rendiment'] = 8\n", "simulacio.input['recanvi'] = 3\n", "simulacio.input['relacio'] = 2" ] }, { "cell_type": "code", "execution_count": 13, "id": "9654576f53bc4175", "metadata": { "ExecuteTime": { "end_time": "2023-09-19T13:06:02.259115Z", "start_time": "2023-09-19T13:06:01.573831Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "52.902439024390226\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "simulacio.compute()\n", "print(simulacio.output['jugara'])\n", "jugara.view(sim=simulacio)" ] }, { "cell_type": "code", "execution_count": 14, "id": "98615317b3001cd9", "metadata": { "ExecuteTime": { "end_time": "2023-09-19T13:06:02.986307Z", "start_time": "2023-09-19T13:06:02.246628Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "18.374999999999996\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Entrada de datos 2\n", "\n", "simulacio.input['rendiment'] = 3\n", "simulacio.input['recanvi'] = 3\n", "simulacio.input['relacio'] = 2\n", "\n", "simulacio.compute()\n", "print(simulacio.output['jugara'])\n", "jugara.view(sim=simulacio)" ] }, { "cell_type": "code", "execution_count": 15, "id": "ec999e1bd279a595", "metadata": { "ExecuteTime": { "end_time": "2023-09-19T13:06:04.254809Z", "start_time": "2023-09-19T13:06:02.986868Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "45.00000000000002\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Entrada de datos 3\n", "\n", "simulacio.input['rendiment'] = 3\n", "simulacio.input['recanvi'] = 3\n", "simulacio.input['relacio'] = 8\n", "\n", "simulacio.compute()\n", "print(simulacio.output['jugara'])\n", "jugara.view(sim=simulacio)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.19" } }, "nbformat": 4, "nbformat_minor": 5 }