{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Chapter 9: Ordinary differential equations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Robert Johansson\n", "\n", "Source code listings for [Numerical Python - Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib](https://link.springer.com/book/10.1007/979-8-8688-0413-7) (ISBN 979-8-8688-0412-0)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "import numpy as np" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "%matplotlib inline\n", "%config InlineBackend.figure_format='retina'\n", "import matplotlib.pyplot as plt\n", "import matplotlib as mpl\n", "# mpl.rcParams['text.usetex'] = True\n", "mpl.rcParams['mathtext.fontset'] = 'stix'\n", "mpl.rcParams['font.family'] = 'serif'\n", "mpl.rcParams['font.sans-serif'] = 'stix'" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "import sympy\n", "sympy.init_printing()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "from scipy import integrate" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Symbolic ODE solving with SymPy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Newton's law of cooling" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "t, k, T0, Ta = sympy.symbols(\"t, k, T_0, T_a\")" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "T = sympy.Function(\"T\")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode = T(t).diff(t) + k*(T(t) - Ta)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle k \\left(- T_{a} + T{\\left(t \\right)}\\right) + \\frac{d}{d t} T{\\left(t \\right)}$" ], "text/plain": [ " d \n", "k⋅(-Tₐ + T(t)) + ──(T(t))\n", " dt " ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode_sol = sympy.dsolve(ode)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle T{\\left(t \\right)} = C_{1} e^{- k t} + T_{a}$" ], "text/plain": [ " -k⋅t \n", "T(t) = C₁⋅ℯ + Tₐ" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode_sol" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": "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\n", "text/latex": [ "$\\displaystyle T{\\left(t \\right)}$" ], "text/plain": [ "T(t)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode_sol.lhs" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": "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\n", "text/latex": [ "$\\displaystyle C_{1} e^{- k t} + T_{a}$" ], "text/plain": [ " -k⋅t \n", "C₁⋅ℯ + Tₐ" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode_sol.rhs" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ics = {T(0): T0}" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": "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\n", "text/latex": [ "$\\displaystyle \\left\\{ T{\\left(0 \\right)} : T_{0}\\right\\}$" ], "text/plain": [ "{T(0): T₀}" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ics" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "C_eq = ode_sol.subs(t, 0).subs(ics)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": "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\n", "text/latex": [ "$\\displaystyle T_{0} = C_{1} + T_{a}$" ], "text/plain": [ "T₀ = C₁ + Tₐ" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "C_eq" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "C_sol = sympy.solve(C_eq)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": "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\n", "text/latex": [ "$\\displaystyle \\left[ \\left\\{ C_{1} : T_{0} - T_{a}\\right\\}\\right]$" ], "text/plain": [ "[{C₁: T₀ - Tₐ}]" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "C_sol" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle T{\\left(t \\right)} = T_{a} + \\left(T_{0} - T_{a}\\right) e^{- k t}$" ], "text/plain": [ " -k⋅t\n", "T(t) = Tₐ + (T₀ - Tₐ)⋅ℯ " ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode_sol.subs(C_sol[0])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Function for applying initial conditions" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "def apply_ics(sol, ics, x, known_params):\n", " \"\"\"\n", " Apply the initial conditions (ics), given as a dictionary on\n", " the form ics = {y(0): y0: y(x).diff(x).subs(x, 0): yp0, ...}\n", " to the solution of the ODE with indepdendent variable x.\n", " The undetermined integration constants C1, C2, ... are extracted\n", " from the free symbols of the ODE solution, excluding symbols in\n", " the known_params list.\n", " \"\"\"\n", " free_params = sol.free_symbols - set(known_params)\n", " eqs = [(sol.lhs - sol.rhs).diff(x, n).subs(x, 0).subs(ics)\n", " for n in range(len(ics))]\n", " sol_params = sympy.solve(eqs, free_params)\n", " return sol.subs(sol_params)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle T{\\left(t \\right)} = C_{1} e^{- k t} + T_{a}$" ], "text/plain": [ " -k⋅t \n", "T(t) = C₁⋅ℯ + Tₐ" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode_sol" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle T{\\left(t \\right)} = T_{a} + \\left(T_{0} - T_{a}\\right) e^{- k t}$" ], "text/plain": [ " -k⋅t\n", "T(t) = Tₐ + (T₀ - Tₐ)⋅ℯ " ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "apply_ics(ode_sol, ics, t, [k, Ta])" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode_sol = apply_ics(ode_sol, ics, t, [k, Ta]).simplify()" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle T{\\left(t \\right)} = \\left(T_{0} + T_{a} e^{k t} - T_{a}\\right) e^{- k t}$" ], "text/plain": [ " ⎛ k⋅t ⎞ -k⋅t\n", "T(t) = ⎝T₀ + Tₐ⋅ℯ - Tₐ⎠⋅ℯ " ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode_sol" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y_x = sympy.lambdify((t, k), ode_sol.rhs.subs({T0: 5, Ta: 1}), 'numpy')" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 390, "width": 791 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 4))\n", "\n", "x = np.linspace(0, 4, 100)\n", "\n", "for k in [1, 2, 3]:\n", " ax.plot(x, y_x(x, k), label=r\"$k=%d$\" % k)\n", "\n", "ax.set_title(r\"$%s$\" % sympy.latex(ode_sol), fontsize=18)\n", "ax.set_xlabel(r\"$x$\", fontsize=18)\n", "ax.set_ylabel(r\"$y$\", fontsize=18)\n", "ax.legend()\n", "\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Damped harmonic oscillator" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "t, omega0 = sympy.symbols(\"t, omega_0\", positive=True)\n", "gamma = sympy.symbols(\"gamma\", complex=True)" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "x = sympy.Function(\"x\")" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode = x(t).diff(t, 2) + 2 * gamma * omega0 * x(t).diff(t) + omega0**2 * x(t)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle 2 \\gamma \\omega_{0} \\frac{d}{d t} x{\\left(t \\right)} + \\omega_{0}^{2} x{\\left(t \\right)} + \\frac{d^{2}}{d t^{2}} x{\\left(t \\right)}$" ], "text/plain": [ " 2 \n", " d 2 d \n", "2⋅γ⋅ω₀⋅──(x(t)) + ω₀ ⋅x(t) + ───(x(t))\n", " dt 2 \n", " dt " ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode_sol = sympy.dsolve(ode)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle x{\\left(t \\right)} = C_{1} e^{\\omega_{0} t \\left(- \\gamma + \\sqrt{\\gamma^{2} - 1}\\right)} + C_{2} e^{- \\omega_{0} t \\left(\\gamma + \\sqrt{\\gamma^{2} - 1}\\right)}$" ], "text/plain": [ " ⎛ ________⎞ ⎛ ________⎞\n", " ⎜ ╱ 2 ⎟ ⎜ ╱ 2 ⎟\n", " ω₀⋅t⋅⎝-γ + ╲╱ γ - 1 ⎠ -ω₀⋅t⋅⎝γ + ╲╱ γ - 1 ⎠\n", "x(t) = C₁⋅ℯ + C₂⋅ℯ " ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode_sol" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ics = {x(0): 1, x(t).diff(t).subs(t, 0): 0}" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle \\left\\{ x{\\left(0 \\right)} : 1, \\ \\left. \\frac{d}{d t} x{\\left(t \\right)} \\right|_{\\substack{ t=0 }} : 0\\right\\}$" ], "text/plain": [ "⎧ ⎛d ⎞│ ⎫\n", "⎨x(0): 1, ⎜──(x(t))⎟│ : 0⎬\n", "⎩ ⎝dt ⎠│t=0 ⎭" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ics" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "x_t_sol = apply_ics(ode_sol, ics, t, [omega0, gamma])" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle x{\\left(t \\right)} = \\left(- \\frac{\\gamma}{2 \\sqrt{\\gamma^{2} - 1}} + \\frac{1}{2}\\right) e^{- \\omega_{0} t \\left(\\gamma + \\sqrt{\\gamma^{2} - 1}\\right)} + \\left(\\frac{\\gamma}{2 \\sqrt{\\gamma^{2} - 1}} + \\frac{1}{2}\\right) e^{\\omega_{0} t \\left(- \\gamma + \\sqrt{\\gamma^{2} - 1}\\right)}$" ], "text/plain": [ " ⎛ ________⎞ ⎛ ________⎞\n", " ⎜ ╱ 2 ⎟ ⎜ ╱ 2 ⎟\n", " ⎛ γ 1⎞ -ω₀⋅t⋅⎝γ + ╲╱ γ - 1 ⎠ ⎛ γ 1⎞ ω₀⋅t⋅⎝-γ + ╲╱ γ - 1 ⎠\n", "x(t) = ⎜- ───────────── + ─⎟⋅ℯ + ⎜───────────── + ─⎟⋅ℯ \n", " ⎜ ________ 2⎟ ⎜ ________ 2⎟ \n", " ⎜ ╱ 2 ⎟ ⎜ ╱ 2 ⎟ \n", " ⎝ 2⋅╲╱ γ - 1 ⎠ ⎝2⋅╲╱ γ - 1 ⎠ " ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_t_sol" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "x_t_critical = sympy.limit(x_t_sol.rhs, gamma, 1)" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle \\left(\\omega_{0} t + 1\\right) e^{- \\omega_{0} t}$" ], "text/plain": [ " -ω₀⋅t\n", "(ω₀⋅t + 1)⋅ℯ " ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_t_critical" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 391, "width": 788 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 4))\n", "\n", "tt = np.linspace(0, 3, 250)\n", "for g in [0.1, 0.5, 1, 2.0, 5.0]:\n", " if g == 1:\n", " expr = x_t_critical.subs({omega0: 2.0 * sympy.pi})\n", " else:\n", " expr = x_t_sol.rhs.subs({omega0: 2.0 * sympy.pi, gamma: g})\n", " x_t = sympy.lambdify(t, expr, 'numpy')\n", " ax.plot(tt, x_t(tt).real, label=r\"$\\gamma = %.1f$\" % g)\n", "\n", "ax.set_xlabel(r\"$t$\", fontsize=18)\n", "ax.set_ylabel(r\"$x(t)$\", fontsize=18)\n", "ax.set_xlim(0, 3)\n", "ax.legend()\n", "\n", "fig.tight_layout()\n", "fig.savefig('ch9-harmonic-oscillator.pdf')" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 391, "width": 788 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 4))\n", "\n", "tt = np.linspace(0, 3, 250)\n", "for g in [0.1, 0.5, 1, 2.0, 5.0]:\n", " if g == 1:\n", " x_t = sympy.lambdify(t, x_t_critical.subs({omega0: 2.0 * sympy.pi}), 'numpy')\n", " else:\n", " x_t = sympy.lambdify(t, x_t_sol.rhs.subs({omega0: 2.0 * sympy.pi, gamma: g}), 'numpy')\n", " ax.plot(tt, x_t(tt).real, label=r\"$\\gamma = %.1f$\" % g)\n", "\n", "ax.set_xlabel(r\"$t$\", fontsize=18)\n", "ax.set_ylabel(r\"$x(t)$\", fontsize=18)\n", "ax.set_xlim(0, 3)\n", "ax.legend()\n", "\n", "fig.tight_layout()\n", "fig.savefig('ch9-harmonic-oscillator.pdf')" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [], "source": [ "# example of equation that sympy cannot solve" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [], "source": [ "x = sympy.symbols(\"x\")" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [], "source": [ "y = sympy.Function(\"y\")" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "f = y(x)**2 + x" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/latex": [ "$\\displaystyle \\frac{d^{2}}{d x^{2}} y{\\left(x \\right)} = x + y^{2}{\\left(x \\right)}$" ], "text/plain": [ " 2 \n", " d 2 \n", "───(y(x)) = x + y (x)\n", " 2 \n", "dx " ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sympy.Eq(y(x).diff(x, x), f)" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "ename": "NotImplementedError", "evalue": "solve: Cannot solve -x - y(x)**2 + Derivative(y(x), (x, 2))", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mNotImplementedError\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn[51], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m# sympy is unable to solve this differential equation\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m \u001b[43msympy\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdsolve\u001b[49m\u001b[43m(\u001b[49m\u001b[43my\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdiff\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mf\u001b[49m\u001b[43m)\u001b[49m\n", "File \u001b[0;32m~/miniconda3/envs/npbook_py310/lib/python3.10/site-packages/sympy/solvers/ode/ode.py:605\u001b[0m, in \u001b[0;36mdsolve\u001b[0;34m(eq, func, hint, simplify, ics, xi, eta, x0, n, **kwargs)\u001b[0m\n\u001b[1;32m 602\u001b[0m given_hint \u001b[38;5;241m=\u001b[39m hint \u001b[38;5;66;03m# hint given by the user\u001b[39;00m\n\u001b[1;32m 604\u001b[0m \u001b[38;5;66;03m# See the docstring of _desolve for more details.\u001b[39;00m\n\u001b[0;32m--> 605\u001b[0m hints \u001b[38;5;241m=\u001b[39m \u001b[43m_desolve\u001b[49m\u001b[43m(\u001b[49m\u001b[43meq\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfunc\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfunc\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 606\u001b[0m \u001b[43m \u001b[49m\u001b[43mhint\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mhint\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msimplify\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mxi\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mxi\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43meta\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43meta\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mtype\u001b[39;49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mode\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mics\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mics\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 607\u001b[0m \u001b[43m \u001b[49m\u001b[43mx0\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mx0\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mn\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mn\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 608\u001b[0m eq \u001b[38;5;241m=\u001b[39m hints\u001b[38;5;241m.\u001b[39mpop(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124meq\u001b[39m\u001b[38;5;124m'\u001b[39m, eq)\n\u001b[1;32m 609\u001b[0m all_ \u001b[38;5;241m=\u001b[39m hints\u001b[38;5;241m.\u001b[39mpop(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mall\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;28;01mFalse\u001b[39;00m)\n", "File \u001b[0;32m~/miniconda3/envs/npbook_py310/lib/python3.10/site-packages/sympy/solvers/deutils.py:241\u001b[0m, in \u001b[0;36m_desolve\u001b[0;34m(eq, func, hint, ics, simplify, prep, **kwargs)\u001b[0m\n\u001b[1;32m 238\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 239\u001b[0m \u001b[38;5;28mstr\u001b[39m(eq) \u001b[38;5;241m+\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m is not a solvable differential equation in \u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m \u001b[38;5;28mstr\u001b[39m(func))\n\u001b[1;32m 240\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 241\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mNotImplementedError\u001b[39;00m(dummy \u001b[38;5;241m+\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolve\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m: Cannot solve \u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m \u001b[38;5;28mstr\u001b[39m(eq))\n\u001b[1;32m 242\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m hint \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdefault\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[1;32m 243\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _desolve(eq, func, ics\u001b[38;5;241m=\u001b[39mics, hint\u001b[38;5;241m=\u001b[39mhints[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdefault\u001b[39m\u001b[38;5;124m'\u001b[39m], simplify\u001b[38;5;241m=\u001b[39msimplify,\n\u001b[1;32m 244\u001b[0m prep\u001b[38;5;241m=\u001b[39mprep, x0\u001b[38;5;241m=\u001b[39mx0, classify\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m, order\u001b[38;5;241m=\u001b[39mhints[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124morder\u001b[39m\u001b[38;5;124m'\u001b[39m],\n\u001b[1;32m 245\u001b[0m match\u001b[38;5;241m=\u001b[39mhints[hints[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdefault\u001b[39m\u001b[38;5;124m'\u001b[39m]], xi\u001b[38;5;241m=\u001b[39mxi, eta\u001b[38;5;241m=\u001b[39meta, n\u001b[38;5;241m=\u001b[39mterms, \u001b[38;5;28mtype\u001b[39m\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mtype\u001b[39m)\n", "\u001b[0;31mNotImplementedError\u001b[0m: solve: Cannot solve -x - y(x)**2 + Derivative(y(x), (x, 2))" ] } ], "source": [ "# sympy is unable to solve this differential equation exactly\n", "sympy.dsolve(y(x).diff(x, x) - f)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Direction fields" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [], "source": [ "def plot_direction_field(x, y_x, f_xy, x_lim=(-5, 5), y_lim=(-5, 5), ax=None):\n", " \n", " f_np = sympy.lambdify((x, y_x), f_xy, 'numpy')\n", " \n", " x_vec = np.linspace(x_lim[0], x_lim[1], 20)\n", " y_vec = np.linspace(y_lim[0], y_lim[1], 20)\n", " \n", " if ax is None:\n", " _, ax = plt.subplots(figsize=(4, 4))\n", "\n", " dx = x_vec[1] - x_vec[0]\n", " dy = y_vec[1] - y_vec[0]\n", "\n", " for m, xx in enumerate(x_vec):\n", " for n, yy in enumerate(y_vec):\n", " Dy = f_np(xx, yy) * dx\n", " Dx = 0.8 * dx**2 / np.sqrt(dx**2 + Dy**2)\n", " Dy = 0.8 * Dy*dy / np.sqrt(dx**2 + Dy**2)\n", " ax.plot([xx - Dx/2, xx + Dx/2],\n", " [yy - Dy/2, yy + Dy/2], 'b', lw=0.5)\n", " ax.axis('tight')\n", "\n", " ax.set_title(r\"$%s$\" %\n", " (sympy.latex(sympy.Eq(y(x).diff(x), f_xy))),\n", " fontsize=18)\n", " \n", " return ax" ] }, { "cell_type": "code", "execution_count": 53, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "x = sympy.symbols(\"x\")" ] }, { "cell_type": "code", "execution_count": 54, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y = sympy.Function(\"y\")" ] }, { "cell_type": "code", "execution_count": 55, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 385, "width": 1189 } }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 3, figsize=(12, 4))\n", "\n", "plot_direction_field(x, y(x), y(x)**2 + x, ax=axes[0])\n", "plot_direction_field(x, y(x), -x / y(x), ax=axes[1])\n", "plot_direction_field(x, y(x), y(x)**2 / x, ax=axes[2])\n", "\n", "fig.tight_layout()\n", "fig.savefig('ch9-direction-field.pdf')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Inexact solutions to ODEs" ] }, { "cell_type": "code", "execution_count": 61, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "x = sympy.symbols(\"x\")" ] }, { "cell_type": "code", "execution_count": 62, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y = sympy.Function(\"y\")" ] }, { "cell_type": "code", "execution_count": 63, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "f = y(x)**2 + x\n", "#f = sympy.cos(y(x)**2) + x\n", "#f = sympy.sqrt(y(x)) * sympy.cos(x**2)\n", "#f = y(x)**2 / x" ] }, { "cell_type": "code", "execution_count": 64, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle \\frac{d}{d x} y{\\left(x \\right)} = x + y^{2}{\\left(x \\right)}$" ], "text/plain": [ "d 2 \n", "──(y(x)) = x + y (x)\n", "dx " ] }, "execution_count": 64, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sympy.Eq(y(x).diff(x), f)" ] }, { "cell_type": "code", "execution_count": 65, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ics = {y(0): 0}" ] }, { "cell_type": "code", "execution_count": 66, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle y{\\left(x \\right)} = \\frac{x^{2} \\cdot \\left(2 C_{1}^{3} + 1\\right)}{2} + \\frac{x^{5} \\cdot \\left(10 C_{1}^{3} \\cdot \\left(6 C_{1}^{3} + 1\\right) + 20 C_{1}^{3} + 3\\right)}{60} + C_{1} + \\frac{C_{1} x^{3} \\cdot \\left(3 C_{1}^{3} + 1\\right)}{3} + C_{1}^{2} x + \\frac{C_{1}^{2} x^{4} \\cdot \\left(12 C_{1}^{3} + 5\\right)}{12} + O\\left(x^{6}\\right)$" ], "text/plain": [ " 2 ⎛ 3 ⎞ 5 ⎛ 3 ⎛ 3 ⎞ 3 ⎞ 3 ⎛ 3 ⎞ 2 4 ⎛ 3 ⎞ \n", " x ⋅⎝2⋅C₁ + 1⎠ x ⋅⎝10⋅C₁ ⋅⎝6⋅C₁ + 1⎠ + 20⋅C₁ + 3⎠ C₁⋅x ⋅⎝3⋅C₁ + 1⎠ 2 C₁ ⋅x ⋅⎝12⋅C₁ + 5⎠ ⎛ 6⎞\n", "y(x) = ────────────── + ──────────────────────────────────── + C₁ + ───────────────── + C₁ ⋅x + ─────────────────── + O⎝x ⎠\n", " 2 60 3 12 " ] }, "execution_count": 66, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sympy.dsolve(y(x).diff(x) - f, hint='1st_power_series') # use hint to get power series approximation" ] }, { "cell_type": "code", "execution_count": 70, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode_sol = sympy.dsolve(y(x).diff(x) - f, hint='1st_power_series')" ] }, { "cell_type": "code", "execution_count": 71, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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Z/k+ckjzECMBQii8VMTBmM47jNtrO1R7jNKunqa2tOdNFN8KIq5o9BB5GICDsNuO7EnK34s0tcdmqzyXj0VVGdLs8tgDkY9oCzIRkYcpKHHuJG8uVLVXeKH2TPcfBKBOxWG54ED5XbHg8qjz+ODd+m4bzVrdeVJ+KhVfemUUigN+RoMBnCnIeHurkgelGGSj1BDBUvCjiDm0dj55q7lI2xmvMx3ep77P1VbzmfJdB03HJgNKd5PLYjc8Rc3c5ppJN7A/2kf2BnBYAi+Nhzu1ZBU3eFjFPGRv2WTZkj9JPivEyFJ6rdO/SY6V1Ecw3eYL3RkeAoE4MMdqwvWM5YN6rHF643lDVU1Q2qoyvhp/qoaz+5HCMuuynhoCwOpx3z2jf29H5Lj8ijksel1yqy2MOlWOn7XhMgz0idLvslhp89YOlTfZurx4eqHEsyDdVy3ip0mVJ0lIvDJ413HtXQfXhcUs37GPU2QORDyem+VYPdVJ3b1A7BnJvWS/gCDgCjoAj4Ag4AncWAXMspbZMESCyN7BLcFDxiYzJX5zoahRPWfx1ehp9mdyANypNw7DCksyFtyI6Nuww6vBQhTQduzxVlMFI3DSIxo+bEuCNb4aAxv5eV+PKZ6aV89AiExfl5yYLvR5a3ec81wW85zkCjsApEJCu20LHBv0sAGPbpBVP0Vj/Y47OH6mg6fwipxEV675Rzwo8ZcG40pFGabDez6U0iCGt2LrUPanLj3rNS6bTzgBwgZ7OUgtnqg+dTLNw8179jhEQb+SMrovSmYnxJmq89F/cE93nPFeMlhd0BByBsyIgXbiEjg2rcKq7175QGXQ5xluwZXTNkYm1eduKoFf5Uf14ENWOB4uGY6IxqHjbKjW0IBhjrTPoPu4n1PuelBbuS9q5LXVbJ+D1Bt3fZoV23dvrsei62fMcAUfAEXAEHAFH4HAI4Fh6Lruh5H+6n6hcbbOs3dPYKGPZMHXt5faTQSOG09UyozqCwcX3PdjoDwjBUtR5XG94qUB5uYCnLC6bKxPSVGfWCm29wTMcAUfAEXAEHAFH4C4iwD529rvj7WpdzZBdQbmXipuF+1HLDWNIxOHlIvL12zTgOXuSJura7rnR/RhoGG8frFxVp71UYMnxkQ10ufbiMn7uCDgCjoAj4Ag4Ao5AEQKyPbBvWA3EYYRx1ghKs79W4tuftc3SKLTSRewpY98X3yPDUvxTkW+WEXL7yTCccq+WUpY9aRhnF9XFmwr8uSdl3ylirHW5Bbmv7c1MZXlwBBwBR8ARcAQcAUdgGALYHoqf6C4MM2wYM75wHv1HaaV734c1PLB0bZSJIAis34zUNcYRe7AaHjTqVxr/u8jxkSJesxB0Th2NZUWlYYR1GWJ2b1gOVfmr9kIB/1kMAWEO9saQj3UOk/JNuXpsF2vcK3YEHIFFEZAcpxPd16lsR2VsQs6Dy3XxoiPjla+NgHj6ykZZm4a+9oJRJkLxZD3WMXx/Q8eHusbF96yjAgQdA6xhhHWU78vCKEiVR989nj8RAY01BhkKODXI3yntK8Wcp3Riq6e8HWEnenAEdoFAJdt4BFixCHKsI3t+ibYSclEaqxgs24TJs47of5N/N8wEhoddIHAWHdvZD/OUPRXk8XLkT7rmD8JbPVzKI5+lyZK3GTpHlDpUgHrmMvA62/PMBgIYwg3jW+OAlwyjHOWNu9dDDwLCy43XHow8e3UEkF9WNWLexOCqDa1KzvkmU63rdc4b91zzTOBlLw+OwOYIiCdjPl6NHrWLfYJtgp2EnYJcNP6OUtfFoa8fZpThpaIx/hKJGRR/cl0CAN4VBH+q4NLJ2lOjcw/rIQCj/aXx/kQRC94C48/mx8lGt1XoR0fAEVgHAcktb5nxnckv4xaVnupq9G5um8Ibpf+g8vVHNON6/NwRuCsISAaYxNj2nsW7HYwyNVrPkoa0qPuYUeEaf65Yf3R2YB14ZKgjNgiGVOFlpyGA8cXewDb8mVl7cAQcgWMh8ELkop/b5Np6w6Qsp7vtPvJHPR+sAT86Ao5AOQLBKCsvfl1SQo8VmRPq68KZFN0/+t5MdZ40EAHh3+ahZJZ9UX5uFj2wFS/uCDgCKyOA/PKiFsfvFG0DP2+ZhVUQHUsmXJ+uTLc35wjcaQQmG2V3Gr2Tdr5S5PEbmSftqXfLETgfAomxxQtc9dKLztmq8EwR75cZXOYVi8HgDWxCieF2W9J/HQFHYDIC9yfX4BWcEQH2CfIiR+uXj8/Yae+TI3AyBNiWkK5E/Kw+8j3KUmPrs5Nh4t1xBHaNgBtlux6e9YmTsualC97Y8jdh14ffW3QEJiMg2TXPV/2WZVQpn7/AILPvEUZZjVPzorHs6cERcARWQsCNspWAPkIzUubh7yfcIDvCaDmNjkAnAhhkZpzlCvJWteVjpKXB0nKGXVrWrx0BR2AmBNwomwnIo1cjBc0r9J/HBpnOUdx/P3rfnH5H4A4igDFlhlWu+2Zssek/J+PmKQsvBeQq8DRHwBGYHwE3yubH9HA1yvB6JKKf6FhvCK46gaFmG34P1y8n2BG4wwjwUeicscW/tvCpDDO22D/KUmYaKMfbm+ZNS/P92hFwBBZA4N7Hjx8XqNarPAoCUroobv6KxZS0kc5MmY3C9d+xWIYfHQFHYP8ISHaRawyrMNnSEc/Z/yna25ehE0p/rxP+xSN8jywq96XO/ZM4ASX/cQTWQcCNsnVw3m0rUrps/MVTlgso9PB/qLlMT3MEHIF9IyD5xWNmy5hMtPiPy4ahpWvy+disbep/kiunNA+OgCOwMAJulC0MsFfvCDgCjoAj4Ag4Ao5ACQK+p6wEJS/jCDgCjoAj4Ag4Ao7Awgjs/ov+cq2z54kN52w4xc2+imtd7YY2dUz3WomE5cJW/Z3SI9H8L8X0JYEpVfq9O0FA42pLW1BkG8fZk4Q8zhJU1zvFVZbJ1c4mcl0KlOjbRN+V0pcrJ5pd/nPAeJojMAKBI3jK2BPxmQTfvjD/Rte/jehr8S2V4v5Kx1UNsorA1ftbDEx7wdfCik3FHs6HQHjganzZCM7/pPI2LvsQZwmq8wdV1LancZY2rBK1hUG2lVwbGX1Hl/8+hDzfETgxAkcwyl4K/9fRGHymc/vGTpQ8z6kUd/AM6LjVF+1X7e8cqAkrNg7zR8c8YD2cC4HnGtenUZcwGvh+3WRDqqp3MVmOaL6ora3lOian69zlvwsdz3METo7A7o0yKVPeAIzfFmK2y18BLRX4bs+S9XfSvUF/O+kpzRTd/Mfe9zry8PNwHgSYnLyduzsVn2DYreWN3lSuS/Hbm/yLnivjm7FTZJm1Drp2+a/R8BNHYDwCvXvKEEBVz9/vfKX4IWrqvwhiJZw8jBfdU6T68cJ8p/gj7UZ0zHZa9eWxjvS1Eao8856BCUqJpZ3Oh4ryR+Gn+xbvb6ODPReiB+XMg+0Lncd8EN+JMfuTIstcHnaKwBCeVNlU1pCBP5QeT5TG9BQP3KuKljH3F9+jNpDVrFxbJSrTyd9VHabjHus+lnFZ0u3EQflHl//fqj5YP+kPIbcH0OX/Fhv/dQRGI9DpKZMwYhjwsUHCN7quo65vdM1SBnuJ+PjgokFtvVIDXyqyJ2SpZTKUbvoQuqg9FBEK2CIPJgwUDFM8d9mgvNH46d41+pul2xJFAzNiliVN2TZmx1YuOoLd19wXpfnpjhDQ2EzhSQwX+D33QC7upWigjvCh0uKbphVslWvR0svfKmMTMCafRPqPkcILCvHSboNK5U3BenP5rzqD8ckSM2OPXDNubRMzl3+B48ERmIJA1lMmZYLwYXSgjP6m6w9pI0r7RRGPEmU6vUXpvWOvoUMRBYsy/FXRZm9jq0zvM49gLp2ZPUaYPUx+ViGMlReKlhbuU5lZ8FM9k/urOnhosAfoytgMxHb80L6yg9dL5zxgUMytgfKKjMm3ioPba63YMyYjoHGZxJO6PxgmIqTtgVxEY1XPpzquspesIior16KhlL+ZfD6LO6h7maBRL3rykyRvEtZWF/TRjq5H6zvdP1r+KzrYPlLk+a7odfm3AfSjIzACgaxRpnp4u7HVIIvaQSF9K2FcRMGqXpQbnrr47z5QpASWEGYzytSWGRxvQ+3NH9qhXWv7ovIozGap/12Nwk/1LdFf6iSuFcAPJe5G2VqIl7UziiepWnwZDDIdw7K+jsgK/D9G7uFF/vgeQ4cQeLO6fqNjY4JzW2T8r+rrkuvSijFs/lJdnyh+iG5iMopnmElPjMUorFUHWMyt76gzYBzRveSpy/+S6Hrdp0fgyiiTYkBZoshYqowVUA6MGyXiMVok0L4ibcQKDwUJXXO3S73slbnqs9JQvuls2JYt8ZbVQWVH40fbimv1t6Z55pP3qg9PmYedIDCRJzHI4HE8Q2bgsHyPB2dwUB1McIgh6Jr68Ti91PmV7N2WmvTbKtcDakX++R/YNvoeWl0q4/Lv8m/s4EdHYDACDaOsUpAsU2GclMxYMZYaRkkJBaobJYYiJjxRZGkA5fydIiGeMeN1eaF74v9lm7SEElq4/oGONqXbKC1aUPQoX/aX1B4hndOHqfit1d9Gn2a84IH7UFgQi/CcsW2vKkFgBp7km2TIa+PbZKrXXnoJLTLeOimVabuH8vA74SfVwffuSvTO7R1lv8Vy3VadaDIa0yLBSFV+MDJ1PKX8q1+ME+NL+FyRl61qwzqk/u/H5f9/WPiZIzAYgYZRprtN0RYZWhJMHrptwtlFDG8thrZ0xIjhjT0MMWbjtI3BE5Szrql/TBu6bVBA6dx03SFaUMIYZCh6aMJVH4fJ+K3Y35juOc8NQx5Qa4zbnLSfsa5JPCl+bHiIOwAqlmmrQ3UzoaknNZY+87FXrse0V+kCeDz2GE7CGjpULzKzJ7kBv59FF7oe+ujzex3bPsLr8g9QHhyBkQikRpktyY3auC9BRYBZurI3lK7IUhlmXRhdcaBdU26f6jzNj8sudU678TLpVTuivVaYOodmNuCyzGuz+0n4XTV4zISgvEU6eHrYHoHFeVL8v1eZBv1euR45ROyntX8ZsSoWx9oaWuuosQ37CK09XbOKwvOByTNeszS4/KeI+LUjMACB1CizB2mncWL1SzjrJSqdP1I6XiQCxllbeItgR5kIPW/4hDQd25YKolu6T1UH7f9V1Vv6+j732CyvuwHlqg3ePkUB8Uq9bQAejV9vgz0FRANK0vCPSwealG+z+Div+M2q+Kae82IMe+rx7HkQWIMnF5dpoBAPLy7XJZBXssbb36lMrYF1lsSKprXkH139VG2mLzhAm8t/doQ80REoQyA1yhCo2tDqqkICyawQ4fydcrrmyEPeZoskX4WqXJyOIjEvWZw++lxtfFCEtnR5satODCxTqo1yqusRCTqGvkaZ1A/9RLxlo/HTvdTPQ6fT00i5XNC96QMiFFM644Hy5LtHawTDECw8bI/A4jwp3krlYnaZBka1M6tcjxka0YBXEFpy8rY41m00t9ADnaPlX/fyDUo+X9I2sUVfpcHlP0XErx2BAQjcT8qGZUsJIfsG+sITlUuVcd89jXzdj/Im2PLfRWkYhTlhvy1Z+Ks6eO0+pzgLa7gtVtHCJmeWKvvoGo2f6sbwsw21fe0M6sPKhY32Dyu3683lEViVJ8XHi8k03VP9s8h1HqruVLWNgdNoX2lMeExfrop1N7Wz5D5WLSbPcYXB8FK/c/rfyrv8x4j5uSNQiMCDpBx7uTAMUD6tnhUJI+VeKg4Kug+BZS+G/T1RMJqUHpYuq8p403JWz1khkdBgCqW+RbQwO0fBsFyRKhqUFiEoYx1H46e6UXC9nkYa23k4zUxZYwI/vKjwtgfvswwf7HlIFuXJCqO9yjTjkpXroQOmfjJpYiKa6iZ0pb2ssCjWQ2meoTx75tL+Ui2Gt+m8tJnTyH/asSWvhTO8Y18Y4JljPLVks173DhFoeMrECCgw9nRhNAU3fUyz0vhQIswz9ptCCDPxRvXwwMPdXxs6SiPvjeIWgXbNyErbRzHhyuyaw3AAAAxhSURBVK8DWOiCPvBSQ+iDjkvjV7e/4xOMFzNkd0xmEWnIgf21FnIBvzY+DVFUy4aFVuDJPcs0yHfJddHICEN4GsMTLz6fg7BI2pnlP/QzBkl95215Qtve3zPJ/21PO36FB89EZGB00P3olNc64gjB2GV/cB2UzjPXwx1B4EHaTzEAG9h5DZ4HEoaIGU08kNjUnps5pdW0XcNwzAACE6suFBp/XQQTwpgYa/VSpq7XDHiqULpE63NoX9fMGJ8qxsKC8rl6LVxllsRvTTys7+FhpAszWFnGBSs+YZLzprL/pG0WHeo80M9z9RGet/4ET4iu+ZAoGBwiiNYleXLPMs34tMo1mcKmhL8pg7xfTVSV1uCDhbFWc+sF9YU3LXkOmN7DC3ajmP3rvYqyM8l/J9jChYk5z4DR22TAV3XwokzgI46KjTdelY/BxnMyTe+kzzOPicCVUUY3NPgYJaMZrQ2KXL1KwwjbyhCrSRUdtjyJ8WEP4UZ+Lr0uEJ3k+hllH+pUfWmbEbf1A/xMibeVOUo6MvD2KMR20bkUT+bqVdouZBo8REufXPfyt+po2+iehVzlF9Gf2cYWTlRf8P4PeRacSf5b0RUuD5XJVptBvJGpEEOfzyqxPI7hD782nj+6xlBjcviDYm4inKnWk46KQNYoO2pnZqD7Z9XBbKQhFDPUu2UVPCCIiwcpDBQVygUcdxcq+lCCjHGMCbNQvKEoRby3wRtMWtIJHk54DxrekaSMX+4PgTPKdSnKLv8RUpJddBQ6gG+smQ5A7oMO0LE04D2dNPmsaIEe9NFrRZ47eCZZjWjoHq4V+WgvR6NbxT2cDYHZjDIxSnigCSCWJnkjCYaFiY5k2UMzfyY8ZYlWt+8nCP81DUw+58FS2e6UhmhiL8wLxZeKzExrGnVueyVZjsju31AZjE3yp86MVYWHlRE4nVyX4ie+dfmvwBIWyDbPJ17WaTyXdI0niglZr3yrDM+6xzpOXU5kOZjAc9KWL3n2/KVrPGZ4KeMAH/PvN73e3fgmPz8WAvfnIhcGUmRTNP9LeU8RBm8w/lxtLVWP6EUwEAYevh6GI4BCmdWg1Viwly+3l6eIOt3LHkH2RuLlYi/MK8XaIKMSXbPc9lARZXv1EFM+6Sj0Jf5zVdXmg9qd1Pd8rXcvVTi6XK8z7LuTf7qt8UcHsGeZvaDI8JWnW2kYOjgTspMy6okC/Wx4sqK84lO1ZUaXHS9KM92E8ZgG2mQCia7ycFIEZvOUnQifZ+oL3rJV97lJ0HjwYzgc0tMo+jGceFurVjC6niOggKYoIcYSbLs2J0MnyxHfpvRX48KSQpgV64jH7ENajgoWCFP7Pomkqu+H5cmk85vIdUJD6+XRsRb9e5V/MEcHYJj1ecGYkOFR75tY0tepXjJVEQL6Ev2Uhis9KvrROxiUrEhMNgrTBv16Hwi4UZaMQ8X4L3XEwOCBtEpQWwhhnzJYhZahjYh2lApLgnMpqqEkZMuLHma9GFGN5cps4du3yth7VIeqXywZ4AGmHgI8cchxCtQP+FGfD8uTaTfVFx5oq8t1Skfb9ZGxFu27lH+wFm2mA0p0UzCEdE/r29XkVWM41wtA0Adtwciq6rf/F62aahxoF6+eG2UNWM5z4UZZZiwlGOyLuiiyfHS1nJW55a4nYajsap+Dxo0HBbNeFFyJ1xOFjAEWB5Y88FZxrIPqaxjruqaMLbE+0fkzRdr/TpHA50NKaLgt7b+LIMAYKF4UXa7nRXh38k/3NM6mA3h7sUSPm0f+0w54nioPnfKhrYzyivWByrJxHy8extmfiryA0OXRe698PGUeToqAG2UtAysh8YdoCzZpsrDao+fIDKfU0ErJD9fqA0q2sddEaXyvrySwvBna0xFDkM24GGJ42Ggfhev8JBC2DhoPH4eZBwE+n7nKuaozHfC6sEIMLkLwmN2eXv0y6Wo1yKrSg/SB8Buy9xodhRFH7KPjinhP2D8C9/dPolPoCIxCwF7WKJkhj2qAm6QY8ZBhdMWBtu3hz6w7zY/L+rkj4Agsg0CxDsDIEQl41ljm7jLKKHfTRu4K+sDahlYPJ0TAPWUnHNQjdknKDI+SzVTjLoSlBOXbrDfOY1mibdnUliC6FGxdl+oZO/Pka9xxG+wPga6Q1kFf3Pbcfa/r9hNH4AgISE6WkAEzXGL5bIPDth/07dVCr3TVN1kftBFYpZt3zPRbT3HPPhoCtVEmofh4NOKd3uMgIP6610Wt8nNG10XpzHZ5VX2Ii5+mmFEWGVpVGyhalgZCUBozYvZudH67SOXqe27vDIbloOUc1TF3360PLtPVoPhhWwTE42vLPx1GptEdZshkQVA+sv5CES9Zn+xS1rxVV/Xp/sn64KrSZkJr281ifnVUBGKjrFNojtpBp/vOIsCy5XMpSZRy18wWgJ6ojC03XnT+SGnmtUMJFwXdZ/fEdYX7lfehqJIZC6lNl+kZ8fSqDocABhLy3zc5Yw8octq1wd46jxwXeakW0gfWthtnNiInO/qespMNqHenRsD2cdm+kjojPpHipNzLJI3lRzxzncZcpez5exYzxoLHS9fxffw/3uoGWdwfP3cE7igCJtetbytKNpF/dAR/LJ56uQbBpvsx/pbWBxiPBNcptzic7teNstMNqXcIBKQcMYzYb8abULZfhKwQlGZ/rcS3q8YqOIwx4o3qQFkye63rUhp5bxQ9OAKOwMoISP4wsliORAfg/a4D8qrIP30go5/rvPSFIPQKsp4La+gD95TlkD9R2oMT9cW74gg0EJCi5btUfNYCpYwCNoMJ44n/uuvbP9KoL3OBImdjMMr4ovrYf8ZMmU3LfNsMY61eyqSMB0fAEVgPAckff6uGnOKxtkmTGVXohVJjzIhmksX+s1xYQx/w8gJ730yX5ejwtAMj4EbZgQfPSe9HoFJe2Y30/Xd3l8jVrTSMMDfEuqHzXEdgNQQkk3jM2t7SHkoHdeFlIzYMo+q6oWuUNrc+YN/bUENyaB+9/IYIuFE2AHwJGLMUEzpmW1yPmW0NaPXOF0XxNZTfHULkLvd91WGWbLO8xf+fZv90vpJ986w+Vjm8LnwcmIe0h+UQ2JUMaLx/VYQmeGAL44h28cR7OCkCbpQVDqwE8aGKooTNKLvonL1KLFfx34ruHSnEckgx4bqF4htC4mJl73LfFwM1qlj4ItO8eYeBxcOOSdZVUDmbfNXeFqWxQfydjmwQv7M8egXWzAk7xZb/yOV7hKuOu7CAX5k80L6HkyJw/6T9WqJbGGDPJRhfR5WbcLTtMYiK+qkj4AjsCQHJMntzmFAx0XrdQRsGGP9nWgfdg9cMjwneNQ93CwE8VVcvD60AAW+Rsk8WvvNwUgTcKCsfWJYpEIZaIFw4ysE7UkmNK9824kGMsc35j4r8p6WHu4kAL3L8JR54mHQfTwl7i7IetqSsX54EAY03zwKWMeMJ+hq9YyJgS+hrtOdtbICAL18Wgi4BRAE3/qA6Ekpf4y/E8QjFNK689u7K7wiDtQ6NyP4j8UU9IUuaTY21JNsvT4gAntPfFFfZtiLewzPH5DD+BuIJYfUuuadsJA9IOJg9403hMwh9/5c2shW/zRFwBLZGQPLNEufnGTrCt6+U55v9M+CcOUljjoHONw4Xn5CrDTyx8CAftPZwcgTcKBs4wBIMZswsZbEPBWX8dmAVXtwRcAQOjgB6QF3gYeke1YOP5VjyxQN4yeIv+I+tqu8+njX1SyZ9hT3/2Ajc+/jR/7N47BBKKNlTwEZff/tyLIh+nyOwAwSqiRae70903rZMWVOqMu91wb6i+m3sOtNPHAFHwBEYiYB7ykYCx21SyMyUUOB8Hd73lQCKB0fg5AhI1lmycoPs5OPs3XMEtkDAjbJC1KWIWbYMe0iSW2z5kj1mHhwBR+DECEgHhE8h6OgeshOPs3fNEdgKATfKCpCXAsYLxn8Z8rFI94gVYOZFHIGzISDZZ7sCf15dG2Q655Mp7C3z4Ag4Ao7AZATcKCuAUEqXJUpi7sN9j6sqVv26cwHZXsQRcARmQkA6AC/5Ex3Tjf0YajczNePVOAKOwB1HwL9TVs4AqTK+SEGjkPGc8VkMjDYPjoAjcDIEJNt4wnihh31k8ScQPlUa2xr8UwUnG3PvjiOwFQL+9uUA5KV82TcWv5qMsvY/JB+AoRd1BPaEgGQaY4uJFR5vjnyck0/dvDFjS0e2LuT2kyr58rvyv+DEgyPgCDgCUxH4f89YqwjPfpfJAAAAAElFTkSuQmCC\n", "text/latex": [ "$\\displaystyle y{\\left(x \\right)} = \\frac{x^{2} \\cdot \\left(2 C_{1}^{3} + 1\\right)}{2} + \\frac{x^{5} \\cdot \\left(10 C_{1}^{3} \\cdot \\left(6 C_{1}^{3} + 1\\right) + 20 C_{1}^{3} + 3\\right)}{60} + C_{1} + \\frac{C_{1} x^{3} \\cdot \\left(3 C_{1}^{3} + 1\\right)}{3} + C_{1}^{2} x + \\frac{C_{1}^{2} x^{4} \\cdot \\left(12 C_{1}^{3} + 5\\right)}{12} + O\\left(x^{6}\\right)$" ], "text/plain": [ " 2 ⎛ 3 ⎞ 5 ⎛ 3 ⎛ 3 ⎞ 3 ⎞ 3 ⎛ 3 ⎞ 2 4 ⎛ 3 ⎞ \n", " x ⋅⎝2⋅C₁ + 1⎠ x ⋅⎝10⋅C₁ ⋅⎝6⋅C₁ + 1⎠ + 20⋅C₁ + 3⎠ C₁⋅x ⋅⎝3⋅C₁ + 1⎠ 2 C₁ ⋅x ⋅⎝12⋅C₁ + 5⎠ ⎛ 6⎞\n", "y(x) = ────────────── + ──────────────────────────────────── + C₁ + ───────────────── + C₁ ⋅x + ─────────────────── + O⎝x ⎠\n", " 2 60 3 12 " ] }, "execution_count": 71, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode_sol" ] }, { "cell_type": "code", "execution_count": 72, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode_sol = apply_ics(ode_sol, {y(0): 0}, x, [])" ] }, { "cell_type": "code", "execution_count": 73, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAOMAAAAuCAYAAADa+K4mAAAACXBIWXMAAA7EAAAOxAGVKw4bAAALHUlEQVR4Ae2d6XUUORDHxzwHwEIGJgODI8BkwBGBTQbw/I1vfpABEAELGcBGwJEBbARrnAH7/2lUskZWT9/j7hnVe7KOVpdK1XVJrR7v/fnzZ1GgPwdevXp1W1jOPKYDn5+o/bI/9s1jEN3M4bnSZz869V9q/+LrJRuYA/sD49tldK8lqAivA5XfqvBd6d6yZXZ/Ub5TpRdKv5Q+aU7vlBcYiQO3RsK7i2hPJazH0cRfq3ygtsOobW7Fh6J/T+me0su5ET83eotnHO6J4RW/DYduGpikhBgYQvAvKs8y5J4GJ+upKJ6xnkeNekhQ3yXCinKyxvrRCME0O7EGJkRlnfhec3k8TTK3g6riGUd4jhJaQlME9/4I6DeCUnNAAcNmjernqrMG3tsIATs4SPGMAz90CS0bH6wX76s827BOtKdeEA+5UHu8LqapwEAcKMo4ECNBI0F1iqj8kdKl0qFvG3CUjaH6CP3RaHd82Sll1F6KA3GghKkDMdIrHa8zXkZCzLpxrruQbzSPeL2Lp+T1RlHGgWQmRVOUMeVIVJfgsYvIuzbgSOlECe/3TAn4qj6flkW3nqI/66oAuo5CTgJazudc/Qm3/1O6ywRUf0JeYBwOFGVcz9fwIl+CyMvv90ooIN4PL4iwOmVU/S+Vpw5t5sN6d65eferPIUtfWTNm2eK8AB4RZYvBhWq+gTVUej3uO6myjMVWzWdSzB2ImOIZqxn5TQIcr48eqesPa1M+t5Bt2+ZT/eRmeqUoY8WDk7LFmxf0Olaabdi2bfOpeGyTaRa/bb0NTeys157rLWFqg8cnRqKIgG3WLNR2m7RsntffbZvP0NwXfx5HPGqNXveyifdB+RvlHJxgfyGA2rPLm6KMgUVXBTELRfusZErodkRVj8PWM9XZ5Jg8iM6tms+YDBev2BfgPXE4fdRmPN2HorEkcJGVz1nixICi2qdpoX0QZRTig4CxZaHPvS2HatMdJSRdiD6834VSUDy1ce2r0lxg2+YzCt/9s8bI9nkdxUaZOzAhPHhYDOGKYquOotKHHfoAvZXRI4xPagTkDQt8ZrRCVMP7xuwG84jxEeJT0cfD4UPht0owGwaHkFX1qcO2zWcsfn8U4pWQss1AkgkMN8k8IXzndRIyswJqQ76e+3vctb0+X/oLES79SHmvjQ3d7z5gVT4nAV9hbqncDAckMwg/ws5H3Ba9EKmxzKjdNFE/B+rLPd+Vd35f7HH8FB6UzI2tHPp+K/FNaLzMWaiO3KM/bme+s2cUAgbBpfdSROFYCAcLXXCBs0DhQCMOSF5Yn/2jxLeWKACHMUgIN+u+ldNQNUiR48bKm8Ol8UzZLF+ozQwEUVYKjOdCWS50VkbdCyM6u3QGT8BOtCTNu13VwzxWuhbmzJUrQ8xHOFgmoGgcxOfrmPQ11EJtKCRLoOzOZYZ/8PjapkqmX10TioiXTSEoqF0QbSgqtD+lrY8yPhWyXpYEAgw8LnAW72hMWebwY5t4MsR88IYopK3NVjl2VWPNVrsfITy25/Ht6tbOJZQ/0OVxr/shL8bsHqZqAFzuNU3vTP7VjeB0VuKqqZQKB644INlD2FGeJjueTkYjZbtCtFpy8qx+l6vN7WvCgYPi/DIbNxgC6Fz3kTlrzAdKi33+6CaslS2Cf6rOGs6Bv8ZPLjjt9c2UsTpZiPBx/UjpRAnX/UwJgNjcZg04sSqDeVwGK7AdHJDMIEMIOMcSK+Uvmq1FFJwjXgfIaKUitpVn9Q/6s25Qf40wFS9/2ymjKm4jRg3sjvJlQowMT0V7DGjyuvUiVsFZLuUwr/JrhxipylgJrFQtCC/jN+obIeMhxkYlulSKM+CAecMPDWk1+aiL4lDaizU4u8rzGpThko17sC/hxNrYC2y8Uko4bakVqiRe+PCw6aIZZbZdV6xUel1NDiDMrJlvymcaxx5MvkNp3UYOmFNI5fHaXCUfyBGyfalyKtNpf2Qy26enPKfj5OqXvvEOnpFTJhYy4gXPkzuwLmkbxBuSpLs7ChRPDGXGI7k25es8E31g4I2CaBzlZ9aFt/LHnHStytO7EEvXc8ankaffovmYbMTyVSUrtgPdZMmD4pqHSvGN/bVLGBfP6JRKOUoHUYF4tR36tlpLZDPQPT+s7HPwmldMLl2rrlPya53HatAcKpVmxDFzyrYQLXgDtujjpUMrMrZoPs5Yaz5VjsDxRdeR4zMlvGIT2QOfM3oOQfRH9/eR5whTZdHGvcAzGuCxsLTxRFEkJpQSBFOY8FrQfdwPmOddqM3dpzweZ9lriTNYCmvM5bq/ypPkultbI09inUs+OQ4ghxgmNjxy8mMEs0eBnK3bxbS+jXON2Vaem+B2+qCOl7EyEgKk7j+3XmQAFMZCBuoOYJIKnO9jwYs3ddZe5RjvulM7WIm4r6p5EM6sJ8n3Lq1bwoFzzYNIgeVUiODiuUku2I+gDydwUicSd43LWeei+/vKczxGVTl4xltRjxUlECFYAVLuVAKTZDs4Bbvnwk8Epb20Th6nbRZZc5xjyXLjxX1KeUc5IPlB7gg7MfaHMRuQNyVkBxnkHGjjpZX6I5MPlFLoK88pvlwdp0b0ueIZmSTvE7Es/CKY/fek3KSYNGFiCvTFYjGJhXBxXpADu/Tl+BJKGkJW+iTAfVU7rUnXUt1FDkh++AlJ5IwIy4y9hXoWkbVlDUqOMqfhb195bkIHDsjpWOVXGyIMpThWno271c47wSfKmUhvEB4sBIprRqA3zjEQeDptUwBrikBwOHkQPqQ0Cy8hV68NHMPZhnb1NaNohhlBX4meDG+bfMj5tBm3rq/o4ssK5NkpRl3/oa5rPJzUW+XvXJiqAhUaHaiMpWFrmBi9CnhYQ67bXPhRNdgU2sUXDAZCiccnYahQQj69cdHACHQS5odQvyt+0deYdvVFFjglhZFhF5dng6EER18YZD59icjc/7fa2CPZGIif6BnhNmOHg+II0gcaPLxXzn9VqgwpdY1wFIvd+wF5HODKLsqNqAnkGKCTmA7RjKAiYGxcDQ7Cz+dBQ/ClEe0aCyNMuBaevcrMj3puadJqzsI11HxajdugM3Ozd5MNug/ShY2oT56/QRld2KXGF0oQhad0bTVD8jqk9wPyONYdBqghY2OXMVq/xRssWgyENghwb8MUIx243JR294orMzabHCxb0rlnus6vSfMiwsFQsCzYFKBjQc/2GVUEBCvYhgrdd6lEuHaq1Ml6c6/GBAfWd+qA0vENXRWtUxbUprSjtLlnaXPmeid5mfrDFX1EPXyeNfr8vNzj9MI6vHIDZwaMmwyJYiibWYTZGz+505cJMe0qY0zYyGCJsrIfoDpKyC46hjOnrLo0f9Dc8Iy8o1yZ/5AzE24iKBRxZY16a8hBdhGXGMoCHOaGcGMufMjQbi+gzQvGU2HXGJiy919S2OOveIJXZLMK4zMWoOjXlmX7Y422Q3jZuMGTdD47eoO86kL73RukdyNDe4UcbSzhzxru4hl7sFxMZfPK/RhSDzQ3cmsF7eb9cjSZ1+S9Y4EROFCUsSNTJcxuG1z5aGuLjqTV3lZFu9otPM2FotYWNhxqByodWnGgKGMrdi07S2hZ5HP+MSiiyoO8c+1ATqtbGtDOritr4BTMM3K9wAgcKMrYkqkSZjZscj/cjIKuC/NajjR894a0s458kBndnTYSDvOemS6lqQ8HyquNFtyTIOIx2N5PvQNeg/ePkz1X24Z29eVVDUfh3Ps25YSo/yo9VJmX4wVG4EDZTW3HVLwGCpk7NjV1IW1DO17wTIpn4eqR6kURxYQx4X+YwGaDFBUsxwAAAABJRU5ErkJggg==\n", "text/latex": [ "$\\displaystyle y{\\left(x \\right)} = \\frac{x^{2}}{2} + \\frac{x^{5}}{20} + O\\left(x^{6}\\right)$" ], "text/plain": [ " 2 5 \n", " x x ⎛ 6⎞\n", "y(x) = ── + ── + O⎝x ⎠\n", " 2 20 " ] }, "execution_count": 73, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode_sol" ] }, { "cell_type": "code", "execution_count": 74, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('1st_rational_riccati', '1st_power_series', 'lie_group')" ] }, "execution_count": 74, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sympy.classify_ode(y(x).diff(x) - f)" ] }, { "cell_type": "code", "execution_count": 75, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode_sol = sympy.dsolve(y(x).diff(x) - f, ics=ics, hint='1st_power_series')" ] }, { "cell_type": "code", "execution_count": 76, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle y{\\left(x \\right)} = \\frac{x^{2}}{2} + \\frac{x^{5}}{20} + O\\left(x^{6}\\right)$" ], "text/plain": [ " 2 5 \n", " x x ⎛ 6⎞\n", "y(x) = ── + ── + O⎝x ⎠\n", " 2 20 " ] }, "execution_count": 76, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode_sol" ] }, { "cell_type": "code", "execution_count": 77, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 387, "width": 389 } }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 1, figsize=(4, 4))\n", "\n", "axes = [0, axes]\n", "\n", "plot_direction_field(x, y(x), f, ax=axes[1])\n", "x_vec = np.linspace(-1, 1, 100)\n", "#axes[1].plot(x_vec, sympy.lambdify(x, ode_sol.rhs.removeO())(x_vec), 'b', lw=2)\n", "\n", "ode_sol_m = ode_sol_p = ode_sol\n", "dx = 0.125\n", "for x0 in np.arange(0, 2., dx):\n", " x_vec = np.linspace(x0, x0 + dx, 100)\n", " ics = {y(x0): ode_sol_p.rhs.removeO().subs(x, x0)}\n", " ode_sol_p = sympy.dsolve(y(x).diff(x) - f, ics=ics, n=6, hint='1st_power_series')\n", " axes[1].plot(x_vec, sympy.lambdify(x, ode_sol_p.rhs.removeO())(x_vec), 'r', lw=2)\n", "\n", "for x0 in np.arange(0, -5, -dx):\n", " x_vec = np.linspace(x0, x0 - dx, 100)\n", " ics = {y(x0): ode_sol_m.rhs.removeO().subs(x, x0)}\n", " ode_sol_m = sympy.dsolve(y(x).diff(x) - f, ics=ics, n=6, hint='1st_power_series')\n", " axes[1].plot(x_vec, sympy.lambdify(x, ode_sol_m.rhs.removeO())(x_vec), 'b', lw=2)\n", "\n", "axes[1].set_ylim(-4.75, 4.75)\n", "axes[1].set_ylim(-4.75, 4.75)\n", " \n", "fig.tight_layout()\n", "fig.savefig(\"ch9-direction-field-and-approx-sol.pdf\")" ] }, { "cell_type": "code", "execution_count": 78, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 387, "width": 789 } }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(8, 4))\n", "\n", "plot_direction_field(x, y(x), f, ax=axes[0])\n", "x_vec = np.linspace(-3, 3, 100)\n", "axes[0].plot(x_vec, sympy.lambdify(x, ode_sol.rhs.removeO())(x_vec), 'b', lw=2)\n", "axes[0].set_ylim(-5, 5)\n", "\n", "plot_direction_field(x, y(x), f, ax=axes[1])\n", "x_vec = np.linspace(-1, 1, 100)\n", "axes[1].plot(x_vec, sympy.lambdify(x, ode_sol.rhs.removeO())(x_vec), 'b', lw=2)\n", "\n", "ode_sol_m = ode_sol_p = ode_sol\n", "dx = 0.125\n", "for x0 in np.arange(1, 2., dx):\n", " x_vec = np.linspace(x0, x0 + dx, 100)\n", " ics = {y(x0): ode_sol_p.rhs.removeO().subs(x, x0)}\n", " ode_sol_p = sympy.dsolve(y(x).diff(x) - f, ics=ics, n=6, hint='1st_power_series')\n", " axes[1].plot(x_vec, sympy.lambdify(x, ode_sol_p.rhs.removeO())(x_vec), 'r', lw=2)\n", "\n", "for x0 in np.arange(-1, -5, -dx):\n", " x_vec = np.linspace(x0, x0 - dx, 100)\n", " ics = {y(x0): ode_sol_m.rhs.removeO().subs(x, x0)}\n", " ode_sol_m = sympy.dsolve(y(x).diff(x) - f, ics=ics, n=6, hint='1st_power_series')\n", " axes[1].plot(x_vec, sympy.lambdify(x, ode_sol_m.rhs.removeO())(x_vec), 'r', lw=2)\n", " \n", "fig.tight_layout()\n", "fig.savefig(\"ch9-direction-field-and-approx-sol.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Laplace transformation method" ] }, { "cell_type": "code", "execution_count": 79, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "t = sympy.symbols(\"t\", positive=True)" ] }, { "cell_type": "code", "execution_count": 80, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "s, Y = sympy.symbols(\"s, Y\", real=True)" ] }, { "cell_type": "code", "execution_count": 81, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y = sympy.Function(\"y\")" ] }, { "cell_type": "code", "execution_count": 82, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode = y(t).diff(t, 2) + 2 * y(t).diff(t) + 10 * y(t) - 2 * sympy.sin(3*t)" ] }, { "cell_type": "code", "execution_count": 83, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": "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\n", "text/latex": [ "$\\displaystyle 10 y{\\left(t \\right)} - 2 \\sin{\\left(3 t \\right)} + 2 \\frac{d}{d t} y{\\left(t \\right)} + \\frac{d^{2}}{d t^{2}} y{\\left(t \\right)}$" ], "text/plain": [ " 2 \n", " d d \n", "10⋅y(t) - 2⋅sin(3⋅t) + 2⋅──(y(t)) + ───(y(t))\n", " dt 2 \n", " dt " ] }, "execution_count": 83, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode" ] }, { "cell_type": "code", "execution_count": 84, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "L_y = sympy.laplace_transform(y(t), t, s)" ] }, { "cell_type": "code", "execution_count": 85, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": "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\n", "text/latex": [ "$\\displaystyle \\mathcal{L}_{t}\\left[y{\\left(t \\right)}\\right]\\left(s\\right)$" ], "text/plain": [ "LaplaceTransform(y(t), t, s)" ] }, "execution_count": 85, "metadata": {}, "output_type": "execute_result" } ], "source": [ "L_y" ] }, { "cell_type": "code", "execution_count": 87, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# L_ode = sympy.laplace_transform(ode, t, s, noconds=True) # previously like this, not working now" ] }, { "cell_type": "code", "execution_count": 88, "metadata": {}, "outputs": [], "source": [ "L_ode = sympy.laplace_transform(ode, t, s)[0] # instead use this" ] }, { "cell_type": "code", "execution_count": 89, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle \\frac{\\left(s^{2} + 9\\right) \\left(s^{2} \\mathcal{L}_{t}\\left[y{\\left(t \\right)}\\right]\\left(s\\right) + 2 s \\mathcal{L}_{t}\\left[y{\\left(t \\right)}\\right]\\left(s\\right) - s y{\\left(0 \\right)} + 10 \\mathcal{L}_{t}\\left[y{\\left(t \\right)}\\right]\\left(s\\right) - 2 y{\\left(0 \\right)} - \\left. \\frac{d}{d t} y{\\left(t \\right)} \\right|_{\\substack{ t=0 }}\\right) - 6}{s^{2} + 9}$" ], "text/plain": [ "⎛ 2 ⎞ ⎛ 2 ⎛d ⎞│ ⎞ \n", "⎝s + 9⎠⋅⎜s ⋅LaplaceTransform(y(t), t, s) + 2⋅s⋅LaplaceTransform(y(t), t, s) - s⋅y(0) + 10⋅LaplaceTransform(y(t), t, s) - 2⋅y(0) - ⎜──(y(t))⎟│ ⎟ - 6\n", " ⎝ ⎝dt ⎠│t=0⎠ \n", "──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n", " 2 \n", " s + 9 " ] }, "execution_count": 89, "metadata": {}, "output_type": "execute_result" } ], "source": [ "L_ode" ] }, { "cell_type": "code", "execution_count": 90, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "def laplace_transform_derivatives(e):\n", " \"\"\"\n", " Evaluate the laplace transforms of derivatives of functions\n", " \"\"\"\n", " if isinstance(e, sympy.LaplaceTransform):\n", " if isinstance(e.args[0], sympy.Derivative):\n", " d, t, s = e.args\n", " n = d.args[1][1]\n", " return (\n", " (s**n) * sympy.LaplaceTransform(d.args[0], t, s) - \n", " sum([s**(n-i) * sympy.diff(d.args[0], t, i-1).subs(t, 0)\n", " for i in range(1, n+1)]))\n", " \n", " if isinstance(e, (sympy.Add, sympy.Mul)):\n", " t = type(e)\n", " return t(*[laplace_transform_derivatives(arg) for arg in e.args])\n", " \n", " return e" ] }, { "cell_type": "code", "execution_count": 91, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle \\frac{\\left(s^{2} + 9\\right) \\left(s^{2} \\mathcal{L}_{t}\\left[y{\\left(t \\right)}\\right]\\left(s\\right) + 2 s \\mathcal{L}_{t}\\left[y{\\left(t \\right)}\\right]\\left(s\\right) - s y{\\left(0 \\right)} + 10 \\mathcal{L}_{t}\\left[y{\\left(t \\right)}\\right]\\left(s\\right) - 2 y{\\left(0 \\right)} - \\left. \\frac{d}{d t} y{\\left(t \\right)} \\right|_{\\substack{ t=0 }}\\right) - 6}{s^{2} + 9}$" ], "text/plain": [ "⎛ 2 ⎞ ⎛ 2 ⎛d ⎞│ ⎞ \n", "⎝s + 9⎠⋅⎜s ⋅LaplaceTransform(y(t), t, s) + 2⋅s⋅LaplaceTransform(y(t), t, s) - s⋅y(0) + 10⋅LaplaceTransform(y(t), t, s) - 2⋅y(0) - ⎜──(y(t))⎟│ ⎟ - 6\n", " ⎝ ⎝dt ⎠│t=0⎠ \n", "──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n", " 2 \n", " s + 9 " ] }, "execution_count": 91, "metadata": {}, "output_type": "execute_result" } ], "source": [ "L_ode" ] }, { "cell_type": "code", "execution_count": 92, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "L_ode_2 = laplace_transform_derivatives(L_ode)" ] }, { "cell_type": "code", "execution_count": 93, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle \\frac{\\left(s^{2} + 9\\right) \\left(s^{2} \\mathcal{L}_{t}\\left[y{\\left(t \\right)}\\right]\\left(s\\right) + 2 s \\mathcal{L}_{t}\\left[y{\\left(t \\right)}\\right]\\left(s\\right) - s y{\\left(0 \\right)} + 10 \\mathcal{L}_{t}\\left[y{\\left(t \\right)}\\right]\\left(s\\right) - 2 y{\\left(0 \\right)} - \\left. \\frac{d}{d t} y{\\left(t \\right)} \\right|_{\\substack{ t=0 }}\\right) - 6}{s^{2} + 9}$" ], "text/plain": [ "⎛ 2 ⎞ ⎛ 2 ⎛d ⎞│ ⎞ \n", "⎝s + 9⎠⋅⎜s ⋅LaplaceTransform(y(t), t, s) + 2⋅s⋅LaplaceTransform(y(t), t, s) - s⋅y(0) + 10⋅LaplaceTransform(y(t), t, s) - 2⋅y(0) - ⎜──(y(t))⎟│ ⎟ - 6\n", " ⎝ ⎝dt ⎠│t=0⎠ \n", "──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n", " 2 \n", " s + 9 " ] }, "execution_count": 93, "metadata": {}, "output_type": "execute_result" } ], "source": [ "L_ode_2" ] }, { "cell_type": "code", "execution_count": 94, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "L_ode_3 = L_ode_2.subs(L_y, Y)" ] }, { "cell_type": "code", "execution_count": 95, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle \\frac{\\left(s^{2} + 9\\right) \\left(Y s^{2} + 2 Y s + 10 Y - s y{\\left(0 \\right)} - 2 y{\\left(0 \\right)} - \\left. \\frac{d}{d t} y{\\left(t \\right)} \\right|_{\\substack{ t=0 }}\\right) - 6}{s^{2} + 9}$" ], "text/plain": [ "⎛ 2 ⎞ ⎛ 2 ⎛d ⎞│ ⎞ \n", "⎝s + 9⎠⋅⎜Y⋅s + 2⋅Y⋅s + 10⋅Y - s⋅y(0) - 2⋅y(0) - ⎜──(y(t))⎟│ ⎟ - 6\n", " ⎝ ⎝dt ⎠│t=0⎠ \n", "─────────────────────────────────────────────────────────────────────\n", " 2 \n", " s + 9 " ] }, "execution_count": 95, "metadata": {}, "output_type": "execute_result" } ], "source": [ "L_ode_3" ] }, { "cell_type": "code", "execution_count": 96, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ics = {y(0): 1, y(t).diff(t).subs(t, 0): 0}" ] }, { "cell_type": "code", "execution_count": 97, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle \\left\\{ y{\\left(0 \\right)} : 1, \\ \\left. \\frac{d}{d t} y{\\left(t \\right)} \\right|_{\\substack{ t=0 }} : 0\\right\\}$" ], "text/plain": [ "⎧ ⎛d ⎞│ ⎫\n", "⎨y(0): 1, ⎜──(y(t))⎟│ : 0⎬\n", "⎩ ⎝dt ⎠│t=0 ⎭" ] }, "execution_count": 97, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ics" ] }, { "cell_type": "code", "execution_count": 98, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "L_ode_4 = L_ode_3.subs(ics)" ] }, { "cell_type": "code", "execution_count": 99, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle \\frac{\\left(s^{2} + 9\\right) \\left(Y s^{2} + 2 Y s + 10 Y - s - 2\\right) - 6}{s^{2} + 9}$" ], "text/plain": [ "⎛ 2 ⎞ ⎛ 2 ⎞ \n", "⎝s + 9⎠⋅⎝Y⋅s + 2⋅Y⋅s + 10⋅Y - s - 2⎠ - 6\n", "──────────────────────────────────────────\n", " 2 \n", " s + 9 " ] }, "execution_count": 99, "metadata": {}, "output_type": "execute_result" } ], "source": [ "L_ode_4" ] }, { "cell_type": "code", "execution_count": 100, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "Y_sol = sympy.solve(L_ode_4, Y)" ] }, { "cell_type": "code", "execution_count": 101, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle \\left[ \\frac{s^{3} + 2 s^{2} + 9 s + 24}{s^{4} + 2 s^{3} + 19 s^{2} + 18 s + 90}\\right]$" ], "text/plain": [ "⎡ 3 2 ⎤\n", "⎢ s + 2⋅s + 9⋅s + 24 ⎥\n", "⎢─────────────────────────────⎥\n", "⎢ 4 3 2 ⎥\n", "⎣s + 2⋅s + 19⋅s + 18⋅s + 90⎦" ] }, "execution_count": 101, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Y_sol" ] }, { "cell_type": "code", "execution_count": 102, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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pM8Bgx76SYX1mTUXvIfQODyeje/GCc2Ju9H4xoLJwcWrOpqVvaMdWLULiKT00v1dqjlW3LlrCtuETILB45Nu6guRPZNuzfM0gGXCWWzHINo4fH4eKnGWsMUhFB1HipEPyMfitjcZB0fzOsdXPwhips6XivRndH0rvtYXZIt2iqWfbF7UZPyA+IoiWoiKiQK65ga1UU9HT3Axn8Lek+0PpPSOGvYpapLtn24uNoFCNPC7hPmc1zRwY72UyWzr7FYbPskTvdG3pdpLV56b7k1RiwFTJtpccQcEeb6mXzqIC9k8mC6/wvML56f7UdZ617UVHUGjMe14OxZv94WwNyxJ/HKTyysRZRItjZHYuuh8jiyW3GbLt/wH9ZlJG2+UV5wAAAABJRU5ErkJggg==\n", "text/latex": [ "$\\displaystyle - \\frac{6 \\cdot \\left(2 s - 1\\right)}{37 \\left(s^{2} + 9\\right)} + \\frac{49 s + 92}{37 \\left(s^{2} + 2 s + 10\\right)}$" ], "text/plain": [ " 6⋅(2⋅s - 1) 49⋅s + 92 \n", "- ─────────── + ──────────────────\n", " ⎛ 2 ⎞ ⎛ 2 ⎞\n", " 37⋅⎝s + 9⎠ 37⋅⎝s + 2⋅s + 10⎠" ] }, "execution_count": 102, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sympy.apart(Y_sol[0])" ] }, { "cell_type": "code", "execution_count": 103, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y_sol = sympy.inverse_laplace_transform(Y_sol[0], s, t)" ] }, { "cell_type": "code", "execution_count": 104, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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o12PnlkbACBgBI2AEmkfAC33zKrKARsAIGAEjYATWI+CFfj12bmkEjIARMAJGoHkEvNA3ryILaASMgBEwAkZgPQJe6Ndj55ZGwAgYASNgBJpH4NHd3V3zQlpAI2AELhHQn7flH9nwN+/5W/ekLxT/UHyuum+UhrA3XeLr1AgYgYeBwP8BJ2KxAGaPZ8AAAAAASUVORK5CYII=\n", "text/latex": [ "$\\displaystyle \\frac{\\left(6 \\left(\\sin{\\left(3 t \\right)} - 6 \\cos{\\left(3 t \\right)}\\right) e^{t} + 43 \\sin{\\left(3 t \\right)} + 147 \\cos{\\left(3 t \\right)}\\right) e^{- t}}{111}$" ], "text/plain": [ "⎛ t ⎞ -t\n", "⎝6⋅(sin(3⋅t) - 6⋅cos(3⋅t))⋅ℯ + 43⋅sin(3⋅t) + 147⋅cos(3⋅t)⎠⋅ℯ \n", "───────────────────────────────────────────────────────────────\n", " 111 " ] }, "execution_count": 104, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sympy.simplify(y_sol)" ] }, { "cell_type": "code", "execution_count": 105, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle 0.00900900900900901 \\cdot \\left(6.0 \\left(\\sin{\\left(3 t \\right)} - 6.0 \\cos{\\left(3 t \\right)}\\right) e^{t} + 43.0 \\sin{\\left(3 t \\right)} + 147.0 \\cos{\\left(3 t \\right)}\\right) e^{- t}$" ], "text/plain": [ " ⎛ t ⎞ -t\n", "0.00900900900900901⋅⎝6.0⋅(sin(3⋅t) - 6.0⋅cos(3⋅t))⋅ℯ + 43.0⋅sin(3⋅t) + 147.0⋅cos(3⋅t)⎠⋅ℯ " ] }, "execution_count": 105, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sympy.simplify(y_sol).evalf()" ] }, { "cell_type": "code", "execution_count": 106, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y_t = sympy.lambdify(t, y_sol.evalf(), 'numpy')" ] }, { "cell_type": "code", "execution_count": 107, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 391, "width": 787 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 4))\n", "\n", "tt = np.linspace(0, 10, 500)\n", "ax.plot(tt, y_t(tt).real)\n", "ax.set_xlabel(r\"$t$\", fontsize=18)\n", "ax.set_ylabel(r\"$y(t)$\", fontsize=18)\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Numerical integration of ODEs using SciPy" ] }, { "cell_type": "code", "execution_count": 108, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "x = sympy.symbols(\"x\")" ] }, { "cell_type": "code", "execution_count": 109, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y = sympy.Function(\"y\")" ] }, { "cell_type": "code", "execution_count": 110, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "f = y(x)**2 + x" ] }, { "cell_type": "code", "execution_count": 111, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "f_np = sympy.lambdify((y(x), x), f, 'math')" ] }, { "cell_type": "code", "execution_count": 112, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y0 = 0" ] }, { "cell_type": "code", "execution_count": 113, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "xp = np.linspace(0, 1.9, 100)" ] }, { "cell_type": "code", "execution_count": 114, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle \\left( 100,\\right)$" ], "text/plain": [ "(100,)" ] }, "execution_count": 114, "metadata": {}, "output_type": "execute_result" } ], "source": [ "xp.shape" ] }, { "cell_type": "code", "execution_count": 115, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "yp = integrate.odeint(f_np, y0, xp)" ] }, { "cell_type": "code", "execution_count": 116, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "xm = np.linspace(0, -5, 100)" ] }, { "cell_type": "code", "execution_count": 117, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ym = integrate.odeint(f_np, y0, xm)" ] }, { "cell_type": "code", "execution_count": 118, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 386, "width": 360 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(4, 4))\n", "plot_direction_field(x, y(x), f, ax=ax)\n", "ax.plot(xm, ym, 'b', lw=2)\n", "ax.plot(xp, yp, 'r', lw=2)\n", "fig.savefig('ch9-odeint-single-eq-example.pdf')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Lotka-Volterra equations for predator/pray populations\n", "\n", "$$\n", "x'(t) = a x - b x y\n", "$$\n", "\n", "$$\n", "y'(t) = c x y - d y\n", "$$" ] }, { "cell_type": "code", "execution_count": 119, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "a, b, c, d = 0.4, 0.002, 0.001, 0.7" ] }, { "cell_type": "code", "execution_count": 120, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "def f(xy, t):\n", " x, y = xy\n", " return [a * x - b * x * y,\n", " c * x * y - d * y]" ] }, { "cell_type": "code", "execution_count": 121, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "xy0 = [600, 400]" ] }, { "cell_type": "code", "execution_count": 122, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "t = np.linspace(0, 50, 250)" ] }, { "cell_type": "code", "execution_count": 123, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "xy_t = integrate.odeint(f, xy0, t)" ] }, { "cell_type": "code", "execution_count": 124, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle \\left( 250, \\ 2\\right)$" ], "text/plain": [ "(250, 2)" ] }, "execution_count": 124, "metadata": {}, "output_type": "execute_result" } ], "source": [ "xy_t.shape" ] }, { "cell_type": "code", "execution_count": 125, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "image/png": { "height": 389, "width": 789 } }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(8, 4))\n", "\n", "axes[0].plot(t, xy_t[:,0], 'r', label=\"Prey\")\n", "axes[0].plot(t, xy_t[:,1], 'b', label=\"Predator\")\n", "axes[0].set_xlabel(\"Time\")\n", "axes[0].set_ylabel(\"Number of animals\")\n", "axes[0].legend(loc=2, facecolor=\"white\", framealpha=1)\n", "\n", "axes[1].plot(xy_t[:,0], xy_t[:,1], 'k')\n", "axes[1].set_xlabel(\"Number of prey\")\n", "axes[1].set_ylabel(\"Number of predators\")\n", "fig.tight_layout()\n", "fig.savefig('ch9-lokta-volterra.pdf')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Lorenz equations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "$$\n", "x'(t) = \\sigma(y - x)\n", "$$\n", "$$\n", "y'(t) = x(\\rho - z) - y \n", "$$\n", "$$\n", "z'(t) = x y - \\beta z\n", "$$" ] }, { "cell_type": "code", "execution_count": 126, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "def f(xyz, t, rho, sigma, beta):\n", " x, y, z = xyz\n", " return [sigma * (y - x),\n", " x * (rho - z) - y,\n", " x * y - beta * z]" ] }, { "cell_type": "code", "execution_count": 127, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "rho = 28\n", "sigma = 8\n", "beta = 8/3.0" ] }, { "cell_type": "code", "execution_count": 128, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "t = np.linspace(0, 25, 10000)" ] }, { "cell_type": "code", "execution_count": 129, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "xyz0 = [1.0, 1.0, 1.0]" ] }, { "cell_type": "code", "execution_count": 130, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "xyz1 = integrate.odeint(f, xyz0, t, args=(rho, sigma, beta))" ] }, { "cell_type": "code", "execution_count": 131, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "xyz2 = integrate.odeint(f, xyz0, t, args=(rho, sigma, 0.6*beta))" ] }, { "cell_type": "code", "execution_count": 132, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "xyz3 = integrate.odeint(f, xyz0, t, args=(rho, 2*sigma, 0.6*beta))" ] }, { "cell_type": "code", "execution_count": 133, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": "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\n", "text/latex": [ "$\\displaystyle \\left( 10000, \\ 3\\right)$" ], "text/plain": [ "(10000, 3)" ] }, "execution_count": 133, "metadata": {}, "output_type": "execute_result" } ], "source": [ "xyz3.shape" ] }, { "cell_type": "code", "execution_count": 134, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "from mpl_toolkits.mplot3d.axes3d import Axes3D" ] }, { "cell_type": "code", "execution_count": 135, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 347, "width": 1124 } }, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(12, 3.5), subplot_kw={'projection': '3d'})\n", "\n", "for ax, xyz, c, p in [(ax1, xyz1, 'r', (rho, sigma, beta)),\n", " (ax2, xyz2, 'b', (rho, sigma, 0.6*beta)),\n", " (ax3, xyz3, 'g', (rho, 2*sigma, 0.6*beta))]:\n", " ax.plot(xyz[:,0], xyz[:,1], xyz[:,2], c, alpha=0.5)\n", " ax.set_xlabel('$x$', fontsize=16)\n", " ax.set_ylabel('$y$', fontsize=16)\n", " ax.set_zlabel('$z$', fontsize=16)\n", " ax.set_xticks([-15, 0, 15])\n", " ax.set_yticks([-20, 0, 20])\n", " ax.set_zticks([0, 20, 40])\n", " ax.set_title(r\"$\\rho=%.1f, \\sigma=%.1f, \\beta=%.1f$\" % (p[0], p[1], p[2]))\n", "\n", "fig.tight_layout()\n", "fig.savefig('ch9-lorenz-equations.pdf')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Coupled damped springs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As second-order equations:\n", "\n", "\\begin{eqnarray}\n", "m_1 x_1''(t) + \\gamma_1 x_1'(t) + k_1 (x_1(t) - l_1) - k_2 (x_2(t) - x_1(t) - l_2) &=& 0\\\\\n", "m_2 x_2''(t) + \\gamma_2 x_2' + k_2 (x_2 - x_1 - l_2) &=& 0\n", "\\end{eqnarray}\n", "\n", "On standard form:\n", "\n", "\\begin{align}\n", "y_1'(t) &= y_2(t) \\\\\n", "y_2'(t) &= -\\gamma_1/m_1 y_2(t) - k_1/m_1 (y_1(t) - l_1) + k_2 (y_3(t) - y_1(t) - l_2)/m_1 \\\\\n", "y_3'(t) &= y_4(t) \\\\\n", "y_4'(t) &= - \\gamma_2 y_4(t)/m_2 - k_2 (y_3(t) - y_1(t) - l_2)/m_2 \\\\\n", "\\end{align}" ] }, { "cell_type": "code", "execution_count": 136, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "def f(t, y, args):\n", " m1, k1, g1, m2, k2, g2 = args\n", " \n", " return [y[1], \n", " - k1/m1 * y[0] + k2/m1 * (y[2] - y[0]) - g1/m1 * y[1], \n", " y[3], \n", " - k2/m2 * (y[2] - y[0]) - g2/m2 * y[3] ]" ] }, { "cell_type": "code", "execution_count": 137, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "m1, k1, g1 = 1.0, 10.0, 0.5" ] }, { "cell_type": "code", "execution_count": 138, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "m2, k2, g2 = 2.0, 40.0, 0.25" ] }, { "cell_type": "code", "execution_count": 139, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "args = (m1, k1, g1, m2, k2, g2)" ] }, { "cell_type": "code", "execution_count": 140, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y0 = [1.0, 0, 0.5, 0]" ] }, { "cell_type": "code", "execution_count": 141, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "t = np.linspace(0, 20, 1000)" ] }, { "cell_type": "code", "execution_count": 142, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "r = integrate.ode(f)" ] }, { "cell_type": "code", "execution_count": 143, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 143, "metadata": {}, "output_type": "execute_result" } ], "source": [ "r.set_integrator('lsoda')" ] }, { "cell_type": "code", "execution_count": 144, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 144, "metadata": {}, "output_type": "execute_result" } ], "source": [ "r.set_initial_value(y0, t[0])" ] }, { "cell_type": "code", "execution_count": 145, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 145, "metadata": {}, "output_type": "execute_result" } ], "source": [ "r.set_f_params(args)" ] }, { "cell_type": "code", "execution_count": 146, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "dt = t[1] - t[0]\n", "y = np.zeros((len(t), len(y0)))\n", "idx = 0\n", "while r.successful() and r.t < t[-1]:\n", " y[idx, :] = r.y\n", " r.integrate(r.t + dt)\n", " idx += 1" ] }, { "cell_type": "code", "execution_count": 147, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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RMfhNZEp582q3MfubiIiIiIiIiIiIiIiIyOgY/CYyJXt7wM1N3sZ1v4mIiIiIiIiIiIiIiIiMjsFvIlPjut9EREREREREREREREREJsfgN5GpKdf9ZvCbiIiIiIiIiIiIiIiIyOgY/CYyNQa/iYiIiIiIiIiIiIiIiEyOwW8iU8ubV74dFGSecRARERERERERERERERFZMAa/iUwtTx75dnCwecZBREREREREREREREREZMEY/CYytdy55dvBwYAkmWcsRERERERERERERERERBaKwW8iU1MGv8PDgXfvzDMWIiIiIiIiIiIiIiIiIgvF4DeRqeXKpd3G0udERERERERERERERERERsXgN5Gp2dkBLi7ytqAg84yFiIiIiIiIiIiIiIiIyEIx+E2UEvLkkW8z85uIiIiIiIiIiIiIiIjIqBj8JkoJynW/GfwmIiIiIiIiIiIiIiIiMioGv4lSAoPfRERERERERERERERERCbF4DdRSmDwm4iIiIiIiIiIiIiIiMikGPwmSgkMfhMRERERERERERERERGZFIPfRCmBwW8iIiIiIiIiIiIiIiIik2LwmyglKIPfz54BarV5xkJERERERERERERERERkgRj8JkoJyuB3dDTw6pV5xkJERERERERERERERERkgRj8JkoJOXMC1tbytqAg84yFiIiIiIiIiIiIiIiIyAIx+E2UEqytgVy55G1c95uIiIiIiIiIiIiIiIjIaBj8JkopytLnDH4TERERERERERERERERGQ2D30QphcFvIiIiIiIiIiIiIiIiIpNh8JsopTD4TURERERERERERERERGQyDH4TpRQGv4mIiIiIiIiIiIiIiIhMhsFvopSSEsHvt2+Bvn2BKlWAVq2AkyeN3wdZnqgoYMsWYNw4YNs2IDLS3CMiIiIiIiIiIiIiIiIyGIPfadTr168xbtw4eHp6wtHREdmzZ0f16tUxZ84cREREJOvcR48ehUql0us2bdo0Iz2jdMDUwe/wcKB5c2DpUuDCBcDXF2jYELh507j9kGUJDgYqVwa+/hqYMAFo2xaoXh14+dLcIyMiIiIiIiIiIiIiIjIIg99p0Pnz51GmTBlMmDABuXPnxpQpUzB69Gh8/PgRw4YNQ7Vq1RDMktqpjzL4/fKlcTNsJ00Czp6Vt335AvToAajVxuuHLEd4ONCmDXD1qrz90iVROSCZE2mIiIiIiIiIiIiIiIhSko25B0CGefr0KVq0aIFXr15h+PDhmDlzZuxjQ4YMQdOmTXHkyBG0atUKp06dgr29fZL7WrlyJapUqZLgPjlz5kzy+dMdZfBbkoDnz4G8eZN/7vBwYP583Y9duQKcOAHUrZv8fsiyzJkjqgTocu4csGQJMGhQyo6JiIiIiIiIiIiIiIgoiRj8TmNGjBiBV69ewcPDA3/88YfsMXt7eyxZsgTFihXDpUuXMG/ePPz4449J7svDwwPFixdP7pApRo4cgJ2dPJs2ONg4we+tW4E3b+J/fPVqBr9JLjQUmDIl4X3Gjwd69QIyZkyZMRERERERERERERERESUDy56nIX5+fti0aRMAoEePHjqzugsVKoR69eoBAKZMmYKoqKgUHSMlQKUy3brf69Yl/PimTcYtsU5p35o12hMmpk6Vb794AWzenHJjIiIiIiIiIiIiIiIiSgYGv9OQf//9F5IkAQAaNGgQ734NGzYEALx69QpHjx5NiaGRvpTB76Cg5J8zIgI4fFjeNmGCfDskBLh8Ofl9keVYtky+3bw58L//Acr3FuV+REREREREREREREREqRSD32nIYY0AZ7ly5eLdr3z58jqPSY6IiAiEhYUZ5Vzpmikyv8+cAT5+lLf17QuULClvO348+X2RZbhzR3ut7wEDxJ99+8rbjx4Fnj5NkWERERERERERERERERElB4PfacjNmzcBAE5OTsiSJUu8++XVWEP61q1bSe7v9OnTaN26NXLnzg0HBwdkzJgRWbNmRfPmzbF169bYLHQygCkyvw8ckG+XLw/kzAnUqSNvP3Ei+X2RZdiyRb7t5gY0bizut24NZMsmf9zXN2XGRURERERERERERERElAwMfqcR4eHheP78OQDA1dU1wX01H/f3909yn2PGjEFQUBB8fHzg6+uLdevWoW3btti3bx/atWuHVq1aITQ01ODzBgYGJnh79uxZksec6uXJI982Rub36dPy7f/K3usMfnPCAgHAjh3y7a+/BmxsxH17e6BFi4T3JyIiIiIiIiIiIiIiSoVszD0A0o9mkNnBwSHBfTNkyKDzOEMNHToUM2fOhJVV3ByJzp07o3PnzmjRogV27tyJrl27wtfArFDNzPR0Rxn8Tm7md3Q0cP68vK1mTfmfMd6/B548AfLnT16flLY9e6b9mmndWr7dsiWwalXc9pEjorS+o6Ppx0dERERERERERERERJREzPxOIzTX27azs0twX83HP3/+bHBf1apVg7+/P2bNmiULfMdo3Lgx+vfvDwDYuXMntm/fbnAf6Zaxy57fugV8+iRvq1pV/Jk3r3b56mvXktcfpX2HD8u3M2fWrhLQuDFgaxu3HRkJnDxp+rERERERERERERERERElA4PfaYRmNndERESC+2o+njFjRoP7cnBwQL58+aBSqeLdp3fv3rH3ly1bZtD5AwICErydV2alWhJl5veHDyKjNqnOnpVv588PxJS9V6mAsmXljzP4TUePyre9vADlhJrMmYEqVeRtyqA5ERERERERERERERFRKsOy52mEk5NT7P0vX74kuK9mlrjmccZUunRp2NvbIzw8HKeVa04nwt3d3SRjShOUmd+AWPe7aNGkne/yZfl2TNZ3jDJl5MFOBr9JV/Bbl/r1gVOn4raPHDHViIiIiIiIiIiIiIiIiIyCmd9phL29PXLlygUAePHiRYL7aj6e30TrO1tbWyN79uwAgDdv3iAqKsok/VgcR0eRVaspOaXPr16Vb1eoIN9m5jdpCgwEHjyQt9Wrp3tfZfvly0BoqGnGRUREREREREREREREZATM/E5DPD098fz5c4SGhiIkJARZsmTRuV9gYGDs/VKlSplsPGq1GgCgUql0rg1O8ciTR5Q7jxEcnLTzREcD16/L28qVk2+XLi3ffvwYCA8H7O2T1ielbcqs72zZRHUAXapXF+t+R0aKbbUauHgx/mA5ERERERERERERWYzw8HA8ePAA9+/fR2hoKBwcHGQ3e3t7rTYHBwc4OTkxXkBEZsXgdxpSv359HDx4EABw9epV1K1bV+d+lzVKYdevX9+gPkJCQjB37lzUrl073vMDQGRkJN6+fQsAyJkzJz/MDJEnD3DnTtx2UjO//fwAjRL3ALQzvYsVk2+r1cDDh0DJkknrk9I2ZfC7Th0gvv+7Dg7i9XTxYlzb2bMMfhMREREREREREVmQ9+/f49KlS7h37x7u37+Pe/fu4d69e3jy5ElsApwhHBwcUKBAARQsWBAFCxbUuu/o6GiCZ0FEFIfB7zSkffv2GDNmDCRJwqFDh+INTscEyJ2dneEV33q+8Xj37h3GjRuH7777LsHg96VLlxD5X0ZorVq1DOoj3VOu+53U4LeyhHmuXICrq7wtc2bR/vx5XNv9+wx+p1f6rvcdo1o17eA3ERERERERERERpXlv377FhAkTMH/+fERERBjtvF++fMGdO3dwRzMBTEPOnDllAfGCBQuiSJEiKFeuHJycnIw2DiJKvxj8TkOKFCmCDh06YOPGjVi1ahXGjh0LOzs72T6PHj3C4cOHAQA//fQTbGzk/8Q3b95Eu3bt8PnzZ6xduxZ16tTR2df+/fsRHR0Na2trnY8vXLgw9n6/fv2S87TSnzx55NtJLXt+65Z8W5n1HaNoUXnw+969pPVHpnP3LnDhApA/P1CrFqBSGb+PZ89E1r+mxILfVasC8+bFbZ87B0iSacZHREREREREREREJhceHo758+dj/PjxeP/+fYr3//LlS7x8+RLnzp2TtatUKhQpUgQVKlSIvZUvXx7Zs2dP8TESUdrG4HcaM3XqVBw5cgT+/v4YPXo0pk2bFvtYeHg4+vXrh+joaFSsWBGDBw/WOn7ixInw8/MDAPj4+OD06dM6+3n8+DFGjhyJadOmQaUIdK1cuRKrVq0CAHTp0gUNGzY01tNLH5TB76RmfitnzsWXzV2sGHD8eNz2/ftJ64+MT5KAceOASZPEfQCoWBHYtg1wdzduX8qsbScn7TXhlapVk2+/eAE8eSKC9ERERERERERERJSmbN68GSNHjsSjR4/0PsbNzQ2urq4IDw/Hly9fYv+MuSWlNLoukiTh/v37uH//PtavXx/bnj9/fllAvEKFCnBVVkAlItLA4Hca4+HhAV9fX7Rt2xbTp0/HzZs30apVK4SFhWHlypW4ceMGypUrhx07dsDBwUHreM0PIikm2KbB0dERhQoVwsOHDzFjxgwcPnwYX3/9Ndzd3fHu3Tvs2bMHBw4cAAD07NlTlgFOejJW2XNl8Lt4cd37FS0q32bmd+oxYwYwcaK87dIlsa72pUuibL2xKGZSokoVIJ7KDrEKFQJy5ADevIlrO3uWwW8iIiIiIiIiIqI0ZuHChRg4cKDOx2xtbeHp6YlixYqhaNGiKFasGIoVK4YiRYogcyLXKKOiomID4Z8+fUJAQAAePXoUe3v8+DEePXqE4CRWQPX394e/vz+2bNkS25Y7d25ZMLxatWoMiBNRLAa/06CqVavi+vXrmDVrFrZu3YqRI0fC1tYWRYsWxaxZszBgwACtcugxxowZg8uXLyMsLAxTpkzRetzZ2Rl+fn44cuQIfH19cfbsWcyaNQshISFwcHBAnjx50KdPH/Tu3RvVlFmhpB9l5vezZ4BaDVhZ6X+OqCjgvwz+WCVK6N5XGfx+/Fj/fsh0njwRWd+6PHgAjB8PTJ1qvP6Uwe+qVRM/RqUS++3eLT9P587GGxcRERERERERERGZ1Lt37zBy5Eidj3Xq1AmTJk1CwYIFk3RuGxsbODo6wtHREc7OzsiXLx9q1aqltV9YWBj8/f1lAfFHjx7hwYMHuHfvHqKiovTuMzg4GMHBwdi5c2dsW5EiRVC7du3YW8GCBbWq2hJR+sDgdxrl7OyMCRMmYMKECQYdV6ZMmdiy5/FRqVSoX78+6tevn5whUnyUwe/ISOD1ayBnTv3P8fgxEBEhb4sv8ztfPvn2s2fi2HgmSFAKmTkTCAuL//FZs4DBg7X//ZIiOlqsKa5J38kryuC3snw6ERERERERERERpWoLFizAx48fZW01atTA9OnTUyzJLUOGDChRogRK6Eji+vLlC27evInLly/H3q5fv47w8HC9z+/n5wc/Pz8sW7YMgCjXrhkML126NKwMSUAjojSLwW+ilObqKrK8NddCCQoyLPh99658O0cOwMVF977K4KkkAQEBoqQ1mUdYGLBypbytQQPg2DExGQIQ2f0LFwJ//JH8/m7dAj59krfpk/mta7+rV8XYbPjxQURERERERERElNp9/vwZs2fPlrW1b98eGzduTDWZ0Q4ODqhUqRIqVaoU2xYZGYk7d+7IAuJXrlzB58+f9Trns2fPsHHjRmzcuBEAkCVLFtSsWRO1a9dGnTp1UKlSpXgr6BJR2sboBVFKs7ERAfBnz+LagoOB8uX1P4dyve/4Sp4DQNasYu3oDx/i2vz9Gfw2p23bgPfv5W2LF4s1wOfPj2tbsgT49VfAwSF5/SmztQsU0H+yRYUK8u0vX4D794GSJZM3JiIiIiIiIiIiIjK55cuX49WrV7K2MWPGpJrAd3xsbW1RpkwZlClTBj179gQAREdH4/79+7KA+MWLF7Wy2nUJCQnB7t27sfu/KpcODg6oWrVqbGZ49erV4eTkZMqnREQphMFvInPIk0ce/A4KMux4ZeZ3fCXPY+TLB9y4Ebf95Ilh/ZFx7dgh327YEChYEBgyRB78fvtWlBxv1y55/SVlve8YLi7i9ar5Gr1yhcFvIiIiIiIiIiKiNGD9+vWy7SZNmqBcuXLmGUwyWVtbx5ZO9/b2BgBERUXh2rVrOHHiROxNGezX5cuXLzh27BiOHTsWe+6qVauiQYMGaNiwIapWrQpbW1uTPh8iMg0ucEBkDrlzy7cNDX4bkvkNAPnzy7cZ/DafyEhgzx55W/v24s9ixQAvL/lja9cmv8/kBL8BQPll+OrV5IyGiIiIiIiIiIiIUsibN29k2+2Sm2iTytjY2KBixYoYPnw4Nm/ejBcvXuDu3btYsmQJevTogQIFCuh1nujoaJw+fRq///47ateujRw5cqBVq1aYO3cu7t69C0mSTPxMiMhYmPlNZA558si3DQl+S1LSMr81MfhtPqdPAyEh8rbmzePud+0KHD0at71zp1ivO1OmpPX34QNw+7a8zdDgd/nywK5dcdtXriRtLERERERERERERJSiChYsiDsayVSBgYFmHI3pqVQqFCtWDMWKFUOfPn0AAEFBQbLM8Js3byYazA4NDYWvry98fX0BAO7u7rFZ4Q0aNEBOfZeVJKIUx8xvInNQBr+Dg/U/9sUL7fWiE8v8ZvA79fivjE6scuXkr4evvxbrwscIDwcOHUp6fxcvigkTMWxtDVtfHtDe/8oV+TmJiIiIiIiIiIgoVSpcuLBs28/Pz0wjMZ88efKgc+fOmD9/Pq5fv443b97A19cXI0eORPXq1fUqbx4YGIgVK1bA29sbrq6uKFeuHEaMGIF9+/bh8+fPKfAsiEhfzPwmMofklD1Xljx3cAA8PBI+hsHv1OPECfl2vXry7ezZgVq15Nnfu3cDrVolrT9lyfOyZcVrxhDKsudv3wKBgUDevEkbExEREREREREREaWIIkWKyLbTY/BbKVu2bGjRogVatGgBAPj8+TNOnDiBAwcO4MCBA7h+/Xqi57h27RquXbuGadOmwd7eHjVr1kTDhg3RsGFDlC9fHlZWzD0lMhf+7yMyh+SUPVeWPC9WDLC2TvgYZfA7IACIjta/TzKOqCjgzBl5W+3a2vtplkEHRMnxpGZanz8v3za05DkAFCgAZMkib2PpcyIiIiIiIiIiolRPV/Cb61fLZcyYEY0bN8a0adNw7do1PH/+HKtXr0bPnj2RR3ktX4fw8HAcPnwYo0aNQqVKlZAzZ0507doVa9aswevXr1PgGRCRJga/icxB+YH55o0ob60PZeZ3YiXPAe3gd1SUYaXWyTiuXhXrd2uqVUt7v2bN5NuBgcCNG4b3J0namd9JCX6rVNrZ3wx+ExERERERERERpXrKsuchISG4deuWmUaTNri6usLb2xvLly9HQEAAbt++jdmzZ6NFixZwdHRM9Pg3b95g3bp16NatG1xdXVGjRg1MnDgRV65c4cQDohTA4DeROSjLngP6B6OVmd/Fiyd+TM6c2qWuWfo85V24IN8uWhRwcdHer0QJIH9+edvu3Yb3FxgIPHsmb6tSxfDzANrB76tXk3YeIiIiIiIiIiIiSjH58uVDjhw5ZG1//PGHmUaT9qhUKpQoUQJDhw6Fr68v3r59ixMnTuDnn39G9erVYZ1IVVa1Wo0zZ85g7NixqFChAtzd3dG3b19s3boVoaGhKfQsiNIXBr+JzCFrViBjRnlbQIB+xyYl81ul4rrfqcGlS/LtypV176dS6S59bihlyfOsWQFFmSO9lS8v32bmNxERERERERERUapnbW2NQYMGydrWrVuHBw8emGlEaZutrS1q1aqF3377DadPn8abN2+wdetWDBo0CEWLFk30+ODgYCxduhTt2rVDjhw50LBhQ8ycORP3799nVjiRkTD4TWQOKhXg4SFv0ycYHRoqsnk16ZP5DTD4nRoog98VK8a/r7L0+ZkzQEiIYf0pS55XqQJYJfFtXxn8fvIEePs2aeciyyBJwL//Ao0aAXnzitfIr78a/jpNqhcvgFGjgDJlAHd34KuvgJUrAbU6ZfonIiIiIiIiIkojhg4dKivXrVarmf1tJFmyZEGbNm0wb9483Lt3D/7+/li0aBFatmyJjMoEOIXIyEgcPHgQP/zwA4oVK4YiRYpg2LBh2LdvH758+ZJCz4DI8jD4TWQuBQrItx8/TvyYe/fk2yqVKJ2tD2Xw299fv+PIOL58AW7elLclFPz28gLs7eO2o6OBI0cM61NX8DupSpQA7OzkbdeuJf18lLZFRgLdugEdOgAHDohJOVevAr/9BpQqZfrXxoEDgKcn8McfwI0bQFAQcPgw0LMn0LhxygXgiYiIiIiIiIjSgBw5cmDgwIGytpUrV+Lp06dmGpHlypcvH7777jvs2LEDb968wd69ezFkyBAULFgw0WMfPnyIOXPmoEmTJsiRIwdat26NxYsXI0DfqrFEBIDBbyLzUa7prE8wWrned4EC2mt5x0eZaa7MICfTunULiIqK21aptLOpNWXMCNSuLW/bt0///qKigIsX5W1Vq+p/vJKtrQg2amLp8/RJkoABA4C1a3U/HhQE1K2rvUSDsezbB7RoAbx+rfvxgweBli3FhBMiIiIiIiIiIgIA/PDDD3DQuJYcFRWFP//804wjsnwODg5o3Lgx5syZgwcPHuDu3buYPn06vvrqK9ja2iZ47OfPn7Fjxw70798fHh4eKFeuHH7++WdcunSJ5dGJEsHgN5G5JCXzOynrfcfIk0e+HRys/7GUfLduybcLFgScnBI+plEj+fb+/fr3d/s28PmzvC05wW9AO1h/9Wryzkdp07//An//nfA+ISEiAB0aaty+790T2eYREQnvd+IE4ONj3L6JiIiIiIiIiNIwV1dX9OvXT9a2dOlSPHv2zEwjSl9UKhWKFSuGH374AQcPHsTr16+xZcsW9O7dG25ubokef+3aNYwfPx6VKlWCh4cHBg0ahP379yMisetkROkQg99E5pKUzG8Gv9MuZfC7VKnEj1EGvx89Ah4+1K8/ZcnzAgUAFxf9jo1PuXLybWZ+pz+hocCQIfI2Bwfg99+BGjXk7Q8fijW5jSU6GvD21g6ot2oFzJ0LuLrK22fPFkFwIiIiIiIiIiICAIwYMUKWcRweHo5x48aZcUTpV+bMmdG2bVssXboUQUFBuHz5MsaPH49q1apBpVIleGxgYCAWLFiAxo0bw8XFBZ07d8a6devw/v37lBk8USrH4DeRuSgzvwMC5GWxdVGWPS9eXP/+cueWb796BYSH6388JY8y+F2yZOLHlCmjHdDTt/T52bPy7eSs9x1Dmfl95w4QFpb881LaMWcO8OKFvO3vv4Fx40S58cqV5Y/Nnw+cPGmcvpcvBy5dkrd17gxs2QIMHiwqIyiXgRg+HFCrjdM/EREREREREVEa5+7ujl69esna/v77b/j6+pppRASIrPDy5ctj7NixOHPmDF6+fIlVq1ahc+fOyJYtW4LHfvjwARs2bEDXrl3h4uKCBg0aYO7cuVzPndI1Br+JzEWZ+R0dnfA63JGRgJ+fvM2QzG9l8BsAnj/X/3hKntu35dv6ZH6rVEkvfX78uHy7WjX9jktImTJiTDGio7WD+mS5Pn0Cpk+XtzVrBnTpIu5nyACsXy/+1NS3b+JlyhMTEgKMHi1vK15cBN6trcV2mTLA5MnyfS5fFsFxIiIiIiIiIiICAIwZMwaOjo6ytj59+uDVq1dmGhEpOTs7o1u3bli3bh1evnyJY8eO4YcffkChQoUSPC4qKgqHDh3C0KFDkS9fPpQvXx6//vorrly5wnXCKV1h8JvIXHLkABRfMhJc9/vBA+3McEMyv7Nl086KZOnzlPHpk/a/rT7Bb0A7+H34sJgIkZDgYPF60VS3rn79JcTJCShcWN7G0ufpx6pVwLt38rZJk+QTIgoWBCZMkO9z9y6waFHy+h4/XlSr0DR3LpAxo7xt8GDtSUFTpwL8ck9EREREREREBADw8PDArFmzZG0vX75Ev379GCBNhWxsbFCnTh1Mnz4dfn5+uHXrFiZNmoSqVasmeuzVq1fx22+/oUKFCsifPz+GDBmCgwcPcp1wsngMfhOZi0pl2LrfygzbXLmA7NkN60+Z/R0UpP/xlHTKtdpVKv0nLjRsKN8ODdUuaa507Jh8O2tWkRVrDMrS55cvG+e8lLpJkihhrql5c6BsWe19hw0DKlWSt/36K/D2bdL6vndPrN+tqXVroEED7X1tbICff5a3nT9vvNLrREREREREREQW4Ntvv0XLli1lbdu2bcOKFSvMMyDSi0qlQsmSJTFq1CicPXsWwcHBWLx4MZo1awZ7e/sEj3369CnmzZuHhg0bImfOnOjSpQs2bNiA0NDQFBo9Ucph8JvInJTrfieU+X3zpnzb09Pw/pTBb2Z+pwzlxIWCBbVLQ8fH1RUoV07elljp86NH5du1a8eVhk6uChXk28o1mMkyXb2q/R40dKjufa2tAcXsYbx7p50Rrq8ffpBXvbCzA6ZNi3//9u2BfPnkbQntT0RERERERESUzqhUKixZsgQuLi6y9qFDh+JxQteoKVVxc3NDv379sGvXLrx+/RqbN29Gjx49kD2RpLmQkBCsX78enTt3houLC1q1aoUVK1bgzZs3KTRyItNi8JvInJKT+Z2U4HeePPJtZn6nDOW/nb4lz2MYuu63MvPbGCXPYygzeq9fT7wMO6V9a9fKt/Pl0515HaNmTaBDB3nbvHmAn59h/e7eLW6avv9eu/y+JhsbsY+mHTuAR48M65uIiIiIiIiIyIK5urpiyZIlsraPHz/im2++QXR0tJlGRUnl6OiIdu3aYeXKlXjx4gWOHj2K77//HgULFkzwuPDwcPj6+qJXr15wdXVFgwYNsGDBAgQzcY7SMAa/icxJmfmdUPBbmXVpaAAVYOa3udy+Ld9ObvD7wgUgvll4z5+LMtGajBn8VmZ+h4drB/fJsqjVwLp18rauXQGrRL5C/PGHyNKOERkJjBypf78RESLrW1OuXMCYMYkf27u3KPevaeVK/fsmIiIiIiIiIkoHWrdujd69e8vaTpw4genTp5tpRGQMNjY2qFu3LmbMmIEHDx7gxo0bmDBhAqpUqZLgcdHR0Th06BAGDRqEPHnyoEaNGpg+fToeMamE0hgGv4nMSZn5HV9JmfBw7YxJlj1PO5Kb+V2zprxMuiQBhw7p3leZ9e3kpF02PTmyZRNl2zVdvGi881Pqc+KEdpWIrl0TP65gQWD4cHnbtm3aZfnjM3++9kSOP/4Qr+nEODoC3t7ytpUrRSCfCACePAFmzAB69QK6dwd++QU4fVq8vxIRERERERGlIzNnzkQBRZLW2LFjcfXqVfMMiIxKpVLB09MTY8aMwblz5xAUFIRFixahcePGsLW1TfDYM2fO4H//+x8KFSqE8uXLY/z48bh16xYkXj+hVI7BbyJzUmZ+BwWJQLfSvXuAstRMyZKG98ey5ykvLEw7o9/QfzsHB8DLS962c6fufffulW/XqiXKQBtTxYryba77bdmUWd+lS+s/+Wb0aMDZWd72ww+JB6FfvgR++03eVrmyCFLqq1cv+faTJ8CRI/ofT5bp3Tugb1/x+fvjj8CKFcDq1cDvv4uJRpUrAydPmnuURERERERERCnGyckJ//zzD1QqVWxbZGQkvv76a7x+/dqMIyNTyJ07N7777jvs3bsXL1++xOrVq9GuXTtk0Ey+0uHq1av4+eef4enpieLFi2PUqFG4cOECA+GUKjH4TWROygxaSQIePNDeT1ny3MMDyJzZ8P6Y+Z3ydJWEKVLE8PM0bSrf3rFDlIXWpFYDu3bJ25o0MbyvxJgi+B0YCIwYAdSrB7RtC2zaxAzM1ECtFtnamvTJ+o6RJYsIKmq6cgVYtSrh4374AQgJkbfNnp14qXVNFSqIQL2mFSv0P54sz507QKVKwNKl8b+/XLoE1KkDTJzISgFERERERESUbtSqVQs//fSTrO3Ro0do3749IpTXIMliZM2aFd7e3ti8eTNevXqFzZs3w9vbG5kTiT3cv38ff/zxB6pUqYJ8+fJh+PDhOH78ONeKp1SDwW8ic8qcWTsgffeu9n7K4HdSSp4D2n2FhoobmY5yMkOuXKIks6HatpVvh4QABw/K286fB169krc1b254X4mpVEm+ff26WM85qY4dE6Xgp00TJbG3bQM6dhRlq6OikjNSSq6rV4EXL+Rt7dsbdo6+fYESJeRto0cDnz7p3n/vXmDNGnlbt25A9eqG9atSaWd/b97M97z06vFj4KuvdE9IUpIkYOxYoEMH4MsX04+NiIiIiIiIKBX47bffULVqVVnbsWPHMGTIEGb3pgOZMmVCu3btsHr1arx69Qp79uxBnz594Kys6qgQEBCA2bNno27dunBzc0O/fv1w4MABRCbnejFRMjH4TWRuxYvLt+/c0d4nuWtGx1AGvwFmf5vaw4fy7UKFknYed3egWjV52+rV8u316+XbJUokvb+EVKgg3w4P136N6uvWLaBZM+DDB+3H1q0Dfv01aecl41CW0S9cWNwMYWMDTJ8ubwsOBn7+WXvfkBCgf395W9aswNSphvUZw9tbXvY/LEw7k50s38uXQKNGwLNn8vZMmYCePcXa9LreK7dsAdq0Ea8bIiIiIiIiIgtnZ2eHrVu3Io9i6cy//voL8+bNM9OoyBzs7OzQpEkTLFmyBM+fP8fRo0cxdOhQuLu7J3jcq1evsGTJEjRq1Ahubm7o06cP9u3bx0A4pTgGv4nMTZkRqSv4bazM70yZRBliTQx+m5Yy89vQwKGmzp3l21u2iPVrAZEhrVyb+euvk95XQrJl0y7Zf+6c4eeJiBDByc+f499n0iSRfUzmoQx+K8vv66tJExF81DRjBvDvv3HbUVFiTe8nT+T7TZ0qKiYkRc6cQOPG8jblpBGybGq1eJ9RvhdXqiQ+b5cvB2bOFFVXJk3SLq2/bx/QujUzwImIiIiIiChdcHNzw/bt27XWfx4+fDj2799vplGROVlbW6Nu3bqYPXs2nj59ivPnz8PHxwdFElna882bN/j777/RpEkTuLq64ttvv8WePXtYRp9SBIPfROamDH4ry56/e6ddpjWpwW9AO/s7KCjp56LEGSvzGxABHFvbuO3wcGDJEnF/+3aR3aipe/ek95UYRQkknDpl+DkWLACuXZO35cgh35Yk3RnCZHrv3wOnT8vbkrqGvEolgt12dvJ2b2/gr7/E+1779oCvr/zxunWB3r2T1qdmH5oOHgSeP0/eOSntmDVLe4mI0qWBAweAvHnj2mxsgFGjRLBbua7VgQPi9ckfZ0RERERERJQOVKxYEStXrpS1qdVqdOzYEffu3TPTqCg1UKlUqFy5MiZPnox79+7hxo0b+O2331C2bNkEj3v37h2WL1+OZs2awdXVFT179sSuXbsQHh6eQiOn9CbdBr8rVqxo7iEQCbrKnkdHx21fvix/3M4uecFvRdkaBr9NTBn8Tk7mt7Oz9trf06cDHz8CkyfL26tUAYoWTXpfialVS7598qRhx4eEAL//Lm8rXRoIDAR++03e7uurXf2ATO/QIfl7kb094OWV9POVKqVd/jwiAvjuOzEJaPt2+WPOzsA//4jAeXK0aiWqXsRQq4ENG5J3Tkobrl8XAW1NefKIAHfWrLqPadBABLuVj+/aBXTtKioUJFdEhPisP3tW/MnSX0RERERERJTKdOjQAb8qliMMCQlBy5Yt8S6mEiWlayqVCp6envj5559x9epVPHjwAH/++ScqV66c4HHv37/HypUr0aJFC7i6uqJHjx7w9fXFF1bdIyNKl8Hvjx8/4irL6FJqUbq0fDssDNCcQXfxovzxsmW1sycN4eYm31augUrGExkJ+PvL25K7Bvf//ifffvkScHICLl2St//wQ/L6SYwy+P34sWETKZYujSvZHmPxYsDBQYzd2Vn+2N9/J22clHR79si369YFMmZM3jkHDdJe01sXBwdREt3DI3n9ASLwrZw0smZN8s9LqZtaDQwYIM/WVqmAVau0PweVqlQR2eLKDPDNm8Ua4ZqTQvQVHS1e0+3bA9mzAyVLAtWriz+zZRMVCpSVMIiIiIiIiIjMaNy4cejQoYOszc/PDx07dkSUMSaHk0UpVKgQRowYgfPnz8Pf3x/Tpk1DVWX1UIWQkBCsWrUKrVq1Qs6cOdGtWzds376dgXBKtnQZ/D5w4IC5h0AUJ2dO7WxszWxvZfA7kZlTiWLwO+U8faodJElO5jcg/v0TKz1duLAIsJhSqVLa68frW/o8KgqYM0fe1qaNCAQBgKMj0Lev/PF//mHJ4ZQkSdrrfSe15LkmlQqYNw8YNiz+fbJnF1m2desmv78YytLnFy4Afn7GOz+lPqtWaZftHzECqFdPv+MrVhQTQDSrBgBi4kT37mLZCX1IErB1q5i41qGDCKB/+iTf59MnYO1aoHx5YPhw/c9N6VNkpJhwdu6cuAUHi8keRERERERERmZlZYUVK1agQoUKsvaDBw/i+++/N9OoKC3Ily8ffvzxR5w9exZPnjzBjBkzUD3m2m88QkNDsWbNGrRp0wYuLi7o2rUrtm7dirCwsBQaNVkSG3MPICG3b9/Gv//+a9RzPnv2DKtWrTLqOYmSrWJFedbspUtAt27iovmZM/J9K1VKXl8MfqecBw/k21mzisBecs2ZA5QrB3z+rPvx+fMBa+vk95MQa2ugRg15dvDJk0DHjokfu2WLmBigaeRI+fa338pLub99Cxw+bJwALCXu1i3tTH5j/d1bW4t1mBs1EqXvz58X73WZMgFdugC//AK4uxunrxgNGoiJRi9fxrWtWQMoyneRhXj/Xvs9pVAh7SUVElOjBrBzJ9C0KaA543jdOvHZuW4dkCuX7mMlSZRXHztWuzJHfCQJmD1bTHrz9RUZ4USACHhv3CiqBxw4oD2BIls2oHlz8RncvDlglS7nNxMRERERkQlkzJgR27dvR+XKlfH8+fPY9nnz5qFUqVLor0+FP0rXPDw88P333+P7779HYGAgNm/ejE2bNuFUAolUHz9+xLp167Bu3TpkypQJLVu2RMeOHdG0aVM4ODik4OgprUrVwW8XFxdMnToVn+ML8CSRJElQJXcNUSJjqlAB2LEjbjvmQvnDh9oBqGrVktcXg98px5jrfWsqUgRYtkxksyozy8eNE0HFlFCrlnbwWx8zZ8q3q1aNy/qOUbiwaNOc/LF1K4PfKUVZ8jxfPqB4ceP20ayZuIWGilvOnICNib6W2NgAnToBc+fGta1eLQLt/D5geX75RT7RARCThpLy48jLC9i2Tawdr1l94uhRUQFj2jQxWc3WVrSHhYnKBdOmiazchGTMqHsS06lTIoB54IB25jmlL9HRYtmPiRO1J41pevdOvKetXg0UKwaMGSO+IzAITkRERERERuDu7o5t27ahbt26CNeoVjZo0CDkzp0brVq1MuPoKC1xd3fHsGHDMGzYMAQFBWHLli3YtGkTTp48CUmSdB7z6dMnrF+/HuvXr4eTkxNat26Njh07olGjRrC3t0/hZ0BpRaq+IuLi4oKBAwfGvuglSTLKjSjVqVhRvn3hgsgyO3JE3p4rV/IDUAx+pxxl5ndy1/vW1KkTcPy4CJC4ugK1awMbNohM2pSiXPf72jXgw4eEjzl7Vtw0xVcmSblO87ZtLO2aUnSVPDdVkNjJCcid23SB7xjdusm3Hz4UWedkWa5fF6X1NbVqJSZaJFXjxmKCmqOjvP3tW1GlIlcuoH59oE4dUd2jQ4f4A99lyohg5osXInv3+XPxvq0MzJ85A7RrJzJ+KX26elVMAvvuu4QD30r37gE9eojvBVxHnoiIiIiIjKRq1ar4+++/ZW1qtRodO3bE8ePHzTQqSsvy5MmDIUOG4Pjx4wgKCsK8efNQt27dBBNXQ0NDsXr1arRq1Qqurq7o2bMn9uzZgwgul0kKKimVR4PfvHmDAgUKQKVSoVu3bsiZM2eSzxUREYHbt29jx38ZttHKjElKFQIDA5E3b14AQEBAANyNXf42NXr3DsiRQ5Q8jXHoELBkCbB+fVxb586izGpy+PkBRYvK2z58EAEoMq7WreUZ/WPGABMmmG88xhYWJtb91gzObN8uAk3x6dRJlG6NkTcv8OiR7sDngwciy13TpUuiUgKZTmioeD/S/HfdulWsy56WSZJ479OclDJkiPb685R2SZJYK/7Eibg2e3vgzh2gQIHkn//yZaBFi6RNGitaVAS5O3TQnY177ZoI0AcHy9v/9z9g6tSkjZfSJrVaLA3h45Pw5Ad7e7FvQvtYWQFDh4rvHqwiQEQmlC5/w1OaxtcsEVHSjR07FhMnTpS1Zc6cGceOHUO5cuXMMyiyKM+fP8fWrVuxadMmHDt2DGo9kqGyZcuGdu3aoVOnTqhXrx5sTJ1kQ0Zliu9mqf4VkCNHDgwZMgQRERGYaqSLfwsWLMCQIUOMci4io8iWTazlfeFCXNvOnaJ0qqa6dZPflzLzGxAX8hn8Nj5TZn6nBhkyiDVxjx2La9uzJ/7g99OnwObN8rYhQ+LP+C1cWAS//fzi2vbvZ/Db1I4ckQdTbGyAr74y33iMRaUSZYA1133esAGYMcP0WeeUMtaskQe+ARFANEbgGxDvPdeuifetDRv0OyZ/fuDnn4Hu3RN+nZUtK97f6tQRGeUxpk0TpdebN0/OyCmtePUK6NkT2L1b9+M1aohM8MaNxVIRkgQ8eSL2X7JEO9M7JpC+fbt43BLey4mIiIiIyKzGjx+P58+fy7LAP3z4gCZNmuDUqVMoZGnXPynF5cqVCwMGDMCAAQPw8uVLbNmyBRs2bMCxY8firez87t07/P333/j777/h7OyMr7/+Gp06dUKdOnVgbW2dws+AUoNUXfY8xo8//ohgZSZMMnTp0sVo5yIymoYN5dszZ4oMzBgqFdCyZfL7cXTULt3K0ufGp1aLjGZNxlrzOzVRlhLes0dewUDT3LnyNcozZQL69k34/Mr1y/fvN3yMZBhlyfNatSxncoy3t3z75Uvg4EHzjIWMKyQEGDFC3lagAPDTT8btx8VFVGTZuROoWVP3PlZW4rF168TknV699JtgUaqUCGLa2cnbv/lGlEcny3b4sJgEoSvwXayYWAP+5ElR0tzVVXwvtLISr/NBg4ArV0S1GV0Xmh4/Bho0APr0Ad6/N/lTISIiIiIiy6VSqbBo0SK0UVQIfPHiBRo1aoRnvM5MRpQzZ070798fR44cQXBwMObOnYtayqU4FV6/fo3Fixejfv36yJMnDwYPHozjx4/rlUFOliNNBL+zZ8+OEiVK4L2RLtZky5YNFZg5SKlNYuuR1qkD5MljnL647rfpBQeLdds1WeLMx6ZN5dtPnog1d5Xevwf++kve9u23QNasCZ9fGfw+dUr775WMR5LEBAZNTZqYZyymUKQIULmyvG31avOMhYzr11+1A8SzZokKFabQvLkIRD55IrLAp08Xk9a2bhXZuydPiqVKDK0qULWqyPbW9OYNMGyY8cZOqUtEBDBypAhOK7+PqVSiesG1a+LxBNY9i50kefOmqHBhb6+9z99/AyVLAitXyiejEZlKSAhw5ox4zc2YIZZ/+OMPYN48MYno/n0xYZSIiIiI0hQbGxusW7cOdRVVSh89eoSmTZsaLY5DpClXrlwYPHgwTpw4gcDAQMycORPVq1dP8JgXL15g/vz5qFu3LvLmzYthw4bh9OnTDISnA6l+ze8Y0dHRUKlUsNK1TiJZlHS79pIkAaVLA7du6X588WKgXz/j9OXlJS9VPWMG8P33xjk3CceOib/nGBkyAJ8+JXzhOi2SJJF19uRJXNuoUcCkSfL9Jk4Exo6N21apxAXPxLLhQ0LEsgCaH1UnT8afcUnJc+8eULy4vO3aNaBMGfOMxxRmzwaGD4/bzpQJePGC6+GmZTduAOXLy4N5zZuLwEpaJElAu3bAtm3ydl9fseY4WY6rV4HevcV68kqursCqVdqVgfR1/77I9FYuBRCjVCnx3a9rV9NNEqH058kTUcXg8GHg+HGx5E1ismcHatcW73utWwNZsph+nGR06fY3PKVZfM0SERlHSEgIvLy8cPXqVVl77dq1sW/fPmTgbw1KAU+ePMGmTZuwceNGXNBcVjYBHh4e6NSpE7p06YJy5cpBZWnX7NMYU3w3SzORZGtrawa+ybKpVGIdUV0KFBBlLo2Fmd+mp2u9b0v8EFWpgI4d5W3r18uzeD59EhmYmjp00K8MfJYsgKenvO3UqSQNlfSgzPrOnVtMyrEknTqJUsExPn0S6+FS2hQdDQwYIA9829uLSQ5plUoFLFokJv5oGjBAvhwKpV0BAcDAgUDFiroD340aiYlHSQ18A0DRosDRo8CCBdrL3QBismWfPoCzM9CmDTBliphgceaMKKF+/rz4vD18WJRi37IF2LhRfE5cuMDXIglPnohJGn36iO+6+fOLyj6rV+sX+AaAt2/F5/A334i17Nu2FWX+08YcfSIiIqJ0LUuWLNi7d6/WOt8nTpxA586dERUVZaaRUXqSL18+/O9//8P58+fx8OFDTJ48GeXLl0/wmKdPn2Lq1KmoUKECSpQogV9//RV3795NoRFTSjCwFiMRmVTv3uLC4uHDcW22tuLCpYOD8fph8Nv0Hj6Ub1viet8xOncGpk6N2378WKwbHVPKf8kS4PVr+TGjRul//po1RWZnDAa/TUe53neTJpY3aSNXLhFQ2rcvrm3NGpH9SGnPtGna7wk//ZT2l5lwdRVVWXr1imsLDATGjAHmzDHfuCiOWi0mur14IaqU2NsDmTOLW9asYvJCzHc3tRrw9wfOnRNB5G3bAF0XgezsgMmTRXUKY0z6tbISkyaaNxd/6lpP/PNnEXhMyiSgokXFZ32HDkD16pb3eWHJQkPFEj1v34pbdLT4zRFzs7EBrK3j/gwPF/u9eiWqCty+LSZJaFb+MYaICPH/Y9s2sdb94MFiAnDmzMbth4iIiIiMxtXVFfv370fNmjXxXGM5sh07dqBv375YtmwZs2opxRQsWBA+Pj7w8fHB/fv3sWnTJmzYsAE3NK8tK9y7dw+//fYbfvvtN5QrVw5dunRBp06dkC9fvhQcORlbqit7fubMGYSFhaFevXp8U0zA69evMXv2bGzduhX+/v6ws7NDsWLF0KVLF/Tv3x92dnZG6Wf37t1YtGgRLl26hDdv3sDNzQ1eXl4YMmSIydZNT/flpz5/Fhfud+wQF33GjROlAI1p6lSxvmSMr74CDh40bh/pXceOwKZNcds//qi9jqulkCSgXDn5Wt/16gGHDom1aosWBd69i3usWTNg1y79z796NdC9e9y2szPw8iUvshtbWJgoPaq5pvrGjSKoYWlWrZJX07C2FpOAXFzMNyYy3NWrQJUqQGRkXFvBgmLNY0sorSZJYqLGoUNxbSqVyMitVMl840rPIiLEuu4rV4pJFx8+JLy/g4MIaH/6lPga2yVKAGvXis9TU5AkMcHpp5/kE8qMpVIlMTmjdWt+PqdGL1+KyQ9794r3kMePU65vGxugSBFRTcbJSbxnv3kjJoq+epX48U5OIit88GDx24hSpXT/G57SHL5miYiM7/r166hTpw5CQkJk7SNGjMCff/5pplERCXfu3MHGjRuxYcMG3LlzR69jatSogc6dO6Njx45wdXU18QjTN1N8N0tVwe9hw4Zh3rx5AICWLVtim3KtQwIAnD9/Hm3atMGzZ8/QsGFDtG7dGmFhYVi5ciVu3ryJ8uXLY+fOncidO3eS+1Cr1ejfvz+WLFmC7Nmzo1+/fihQoAAuXryIlStXQq1WY/r06Rg6dKgRn5nAHyEpQBlMLFky/rXGKWmUpUwXLgT69zffeEzt779FyUtNa9eKEug7dsjbDV2z+/FjEdDSdPcuL4Aa2549cdn6gMgYfP1au/SyJQgNFZm1YWFxbVOmyCcFUer2/LnINPX3j2tTqcQas7VqmW1YRvfggVh6QHNSSsWKIoPY2tp840pvJElMmvHxMX61HAcHYPRoYMQI41b5iY9aLQKgc+YA+/cbv7T0V1+J7zxFihj3vGQ4SQKOHAHmzRMl7VOq5KSzs5gEWb+++L5XrJiYBKLL06dijJs3i4osEREJn7tRIxEEb9JEZKhTqsHf8JTW8DVLRGQaJ06cQKNGjfBF8zcsgD///BMjRoww06iI4kiShBs3bmDdunVYv349/DWvK8XDysoK9erVQ5cuXdCuXTtks8RrpWZm8cHvzJkz4+PHjwCArFmz4u3btwYdv3btWjg6OqJVq1amGF6q8PTpU1SqVAmvXr3C8OHDMXPmzNjHwsPD0bRpUxw5cgQVK1bEqVOnYG9vn6R+fHx8MGXKFDg7O+PMmTMorFGyee/evWjevDkkScKGDRvQwchZgfwRkgIOHQIaNIjbzpZNlDIk45Ak8XeqOdNx//7krd2Z2oWFidLuwcEJ79epkwiIG0KSgDx55AGHv/8Wa0qS8QwaJJZYiFGjhmWXmPf2FhM0Yri5iYkWSfzcJANIEnD6tFjTNeZHRuHCIou7Zk0gU6aEj//4EfDyAi5dkrf7+IiS0ZZm8mQRHNU0d64IAJHpBQUB3bqJ9bONycFBTBobMQLw8DDuufX16pXIBj5zRlRvefoUeP9elLi2sxPBRXt7MVZ7ezHh4sMHUeo9oUx2e3sRXO/bl1ng5nLypKgeZezXrS7ZswN16gB164qAt6dn0sr2h4SIz+V580RZ9YQ4OwPt2wPt2onPjYwZkzZ2Mhr+hqe0hq9ZIiLT8fX1Rdu2bRGt+M2waNEifPfdd2YaFZE2SZJw7tw5rF+/Hhs2bJCV7Y+Pra0tmjRpgi5duqBly5ZwdHRMgZFaPosPfhcsWBBP/ls3bMiQIZg1a5ZBx9+7dw+dOnVC6dKlMX/+fGS2wLXBOnXqhI0bN8LDwwP379/XCm4/fPgQxYoVQ3R0NKZNm4Yff/zR4D5u3bqFMmXKQK1WY+HCheivI1u1Z8+eWLlyJVxdXfHw4UNkSuxCtQH4IyQF3L4NlColbwsLS5mMo/Tg9Wvt8smPHgEFCphnPCll/XqgS5f4H8+RA7h2TQSyDdW+vcgKitG7N7B0qeHnId0kCcifXwQ+YkyaZNja7GnN+fNA1arytiVLtCsYkHGdOAEMGybWitUlQwZRgaB9e7FOsZOT/HF/f/GYMvBdpYo4t5GWfUlVIiJEKWzNslyZM4sKGG5uZhtWunDuHNCmjag0EJ/MmYEsWcS/04cP8ooSSjlyiPedtm3FLUcOow85RXz5Ikqn79olMuIfPdK9n7e3eF+1hGUI0opnz8Rktq1b9ds/UyYxYdPWVpQjj4oSf0ZHi/sxNxsb8XrNkQNwdxe/I0qWFOXuS5Y0zhr1MWIy1ufOFdWD1OqE97ezA6pVE2Px9BRjK1LEMivXpGL8DU9pDV+zRESmtXLlSvTs2VOrfdmyZejVq1fKD4goEdHR0Th27BjWr1+Pf//9F+80l/CMR8aMGdGyZUt07twZTZs2TXIiKqWD4PfEiRMxbtw4qFQq3Lx5EyVKlDD4HF++fIG3tzeuXr2KLVu2oGzZsiYYqXn4+fmhWLFikCQJY8eOxfjx43Xu17BhQxw8eBAuLi4IDg6GjY2NQf1069YNa9asQYYMGfDixQs4KS88Azh16hRq/VdWdNasWRg2bJjhTyge/BGSAt69E1kamh4/FsEvSr5z58RFuBg2NuJiuIH/F9McSRLrKK9erf2Yra0os1q/ftLOPXMm8MMPcdss1W9c168Dys/LGzfERWRLVr++uMAeo2hRMTlI33LSL18CK1aIyg6BgSJQW6OGyHa09L87Q0kS8OefYkKFvl897e1FadtmzUTw7OxZYPly7eBigQIic9WS1186dkxku2vq3BlYt84sw0kX9u4Vge/wcO3HatcW/8+/+kqsY6wpMlJkT797J26RkYCjo3h95spleZnQUVHAxo2i8kJAgPbj1asD27drTwok45IksRb999+L158uGTIATZsCjRuLCUPFiqX+iQlPnoiqNEuXGl6lKls2UVWkUCFx07zv5mZ5/xfNjL/hKa3ha5aIyPSmT5+O//3vf7I2lUqF1atXo2vXrmYaFVHiIiIicODAAaxbtw7btm3Dp0+fEj0mS5YsaNeuHTp37oz69esbHJNL70zy3UxKRSIiIqSaNWtKVlZW0t69e5N8nqioKKl+/fqSk5OTdOLECSOO0LwmTZokAZAASEePHo13vylTpsTud+DAAYP6+PLli5Q5c2YJgOTl5RXvftHR0ZKjo6MEQKpZs6ZBfSQmICAgdvwBAQFGPTf9R62WJHt7SRKXysTt9Glzj8pyrF4t/7stXNjcI0o5kZGSNGSIJFlZxT3//Pkl6fjx5J339Gn536mVlSR9/GicMZMkTZwo//vNl0+8T1i6vXvlzxuQpKVLEz8uMlL8nWXIoH18zOtzxAixHwljx+r+u0ruLUcOSbp719zPLmV8843289+3z9yjskx79mh/TwIkycNDknx9zT261Ck0VJIGD9b9/7RQIUm6d8/cI7Rc/v6S1Lhx/O+T7u6SNG+eJL1/b+6RJt3nz5L099+SVKWKcT47MmaUpDJlxGt2505+pzQC/oantIavWSKilPHLL7/Evt/G3KytraV///3X3EMj0sunT5+kjRs3Su3atZPs7e21Xs+6bjlz5pQGDRoknThxQoqOjjb3U0gTTPHdzIj1yZLP1tYWe/bsQe3atdG9e3dcvXo1SeextrZG27Zt8fHjR7Rv3x4fPnww7kDN5PDhw7H3y5UrF+9+5cuX13mMPi5evBj795VQH1ZWVihTpgwA4MyZMwhLqMQjpT4qlXapVM31lCl5Hj6UbxcubJ5xmIONjVjnMyAA2LNHlCG+f19kySVH2bLykppqtSihTsaxc6d8u2XL9JER1aiRKCetafRosXRBfB4+FGubjhkTf3ljtRqYOhXo2FFkfaZ3S5YAEyZotxcuLNatHjRIVMvQN+M+RsGCYl36YsWMM87UbupU7TK+ffrEn+VJSXP2rO6M76++EuX6W7Qwy7BSPUdHUaZ682ZRCl7Tw4eiKsbZs+YZm6VSq4GFC0WlkX37tB93dhbfyfz8xPtsliwpP0ZjyZAB+PZbUV3p4UOxNEuVKkkvt/75s6h6M2+e+D+dI4eoprFvX8Lr2RMRERGRQX755Rf4+PjI2qKjo9G5c2f4+vqaaVRE+suYMSM6dOiAzZs348WLF1ixYgWaNGkC6wSuYb18+RLz589H7dq1kT9/fowYMQKXL1+GlHqKcKcLqSr4DQBOTk44ePAgOnbsiFq1amHFihUGHR8UFITZs2fjl19+AQC8evUKW7ZsMcFIU97NmzcBiL+jLAlcvIgpDwCI9buT0ofyPAn1o1arcffuXb37CAwMTPD2jEHYlMHgt+k8eCDfLlTIPOMwp9y5RbniWrVEyfPkypgRUC6FoVzzl5Lm5UvtgER6Ce6oVMCUKfK2ly9FOWPlGqOSJIK4ZcuKEtv62LoVGDrUOGNNq65eFQFupYkTxZrVc+eK4MOZM8CLF6K0bZMmCS8TYW0NfPedCESml8A3IMpGK1+vAQF8jRnT06e6A9/du4sy6MolY0hbu3ZiUoqHh7z9zRux1MSuXeYZl6W5dw+oVw8YOBD4+FH78a5dgTt3gCFDAAeHlB+fKRUsKJbQOHdOLC2wcycwdizQtq2YVJWUgHh4OLBhg/j8yZ8fmD4dsJAJ9ERERETmpFKpMGnSJAwfPlzWHhUVhfbt22OfrkmcRKlUlixZ8M0332DPnj149uwZFixYgDp16iR4TEBAAKZNm4aKFSuiePHi+OWXX3Dnzp0UGnH6luqC3wBgY2ODefPmYfXq1RgxYgTatGmDoKAgnfsGBQVhzZo16NevH4oWLQoPDw/88MMPsgXp3xq6PlgqFB4ejufPnwMAXBNZ01LzcX9/f4P60dzfVP3kzZs3wVuVKlUMGjMlEYPfppOeM79NqWJF+fbly+YZh7lJEuDrK9ZXb9wYGDAAOH486efbtEm+BnOmTNprC1uyRo2A1q3lbdu2ib/XiAixfeeOyPrs1w9QrvNjZSX+LdauFWve2tnJH1+0SFxQT4+iooCePeP+HmMsXiwy7JWzZHPkAHr3FlUjYtZT//prkZ3v6Sle7+PHiyzGRYu0s0vTg969RQBR06pVwJo15hmPJfn4EWjVSkzC0NStm1hrnut16c/TU0yqqlBB3h4WJt5vly83z7gsQXg48PvvQJkyuj/7c+cGduwQ7wnOzik/vpSWOTPQvLn4bNiyRXw+hIWJqkN79ojJVd9/LyralCyp30SAwEDgf/8TEzhGjQL++w1OREREREmjUqkwY8YMDBgwQNYeERGBNm3a4MiRI2YaGVHSubi4YMCAATh27BgCAgIwffp0VKpUKcFj7t+/j99//x0lS5ZEuXLlMGXKFIPjd6S/VH0Vp02bNqhRowYGDRqEkiVL4ueff0bdunVx48YNnDp1CkePHsXjx49j99csG6BSqSBJEqysrFCvXj1zDN+oQkNDY+87JPKjPUOGDDqPS039UCrA4LfpMPPbNCpUAP75J247PWZ+f/wIdOoE7N4tb1+0SLQvXSpKzxpi7Vr5duvWgL198saZ1ixcCJw8KTITY/z1l8hQzJVLTLTQVZqoUCEReKxeXWx36SKyxpo0Ab58idtv4EARPE8PgQhNc+dqL0/w/fdiEkFismUDvvlG3CiOlZUIHJYuLc9K7NNHZMEn8kOL4qFWi+xu5eu1USPx921oSX4S3zOPHQPat5eX5I6OFuWrnz8XE4bSwxIbxqBWA+vXAz//rD3JMkafPmJ5hKxZU3RoqY6dHVCkiLgpqdXiN8+DB8Dp06Kiw+nTYrKWUkgI8McfwMyZ4u925EjtigZEREREpBeVSoV58+YhPDwcy5Yti23/8uULWrRogX379qFWrVpmHCFR0rm7u+OHH37ADz/8gAcPHmD9+vVYt24dbt++He8x165dw7Vr1+Dj44Pq1avD29sbHTp0QM6cOVNw5JYtVWZ+x7h79y7279+P3Llzw8rKCiNHjkTVqlXRp08fLF++HI8ePYIkSbFBb5XGxRNJklCqVCls3LhRtgZ2WqW5pradMqtMQfPxz58/p7p+AgICErydP3/eoDFTEjH4bRqhoSJjURMzv41Dmfl9+3b8ay5boshIUY5cGfiOsWGDKIEaEqL/OR8/Fhd9NXXtmvQxplVubsC6ddqZnUFBYpKFrsB3v36ipHdM4DtG3bqiPLqmt291r3ltyQIDRZBGk6enCCRQ8nh4APPny9u+fBHluuMLilHCxo4VFR80FSsm3leZ8Z10jo6iUkn37tqPjR4t3keVJeZJLixMTPwrVw7w9tb9fzx/fuDAAfHZk94D34mxsgLy5BGf1aNGiQkaz5+LyVrKSgUxwsPFe26hQqL6hp9fyo6ZiIiIyEJYWVnhr7/+gre3t6z98+fPaNasGc6dO2emkREZT+HChTF27FjcvHkT169fx6hRo1CgQIEEjzlz5gwGDx6M3Llzo2nTpli9ejWTTY0g1QW/N2zYgDZt2iBbtmwoVaoUvvnmG8ybNw8fPnyIDXTHF+zOlSsXOnXqhAULFuDevXu4ceMG2rZta66nYlSaWdYRyvKhCpqPZ8yYMdX14+7unuDNTRmUJdNg8Ns0lBclVSogkQ840lO5cvIMseho4Pp1sw0nxf32m7hIm5CLF0UGuK4MJl3Wr5dv58ghMh3To4YNRRZ8YlnvHh5ifdHFi+PPsu/WTWQ7alqwIH0FJseO1V6HdtEi7bLwlDTduonS/JqCgoDatcXEINLfqlXA5MnytmzZRNCWgcTks7UVSxiMGKH92NKlQJ066eu9MTGRkeK7zYoVYjKam5uogHHjhva+1taiPPfNm0CDBik+VIuRIwcweLCY7Hb6tFg7XFdFgqgoYNkyoHhxUenl9Gndk+OIiIiIKF7W1tZYsWIF2iuumYSGhqJx48a4nF6XOCSLo1KpULp0aUyaNAkPHz7E2bNnMWzYsARjX9HR0di7dy+6d+8OV1dXdOnSBb6+vonG6Ui3VJXK0KtXL/zzX0lbZQlzJUmSoFKpUKtWLfTo0QN169ZFEV2lzSyEk5NT7P0vmqVUddDM3tY8LjX1Q6kAg9+mobyA6+6u3/qClDhHR5GJd/duXNulS0DVquYbU0q5e1c7YzZbNqBzZxHAfvcurn3fPmD4cLHOZUIkSXud4A4dRKAiverQAShYEBgyBDhzRv5YliyifPmYMWJd9MRMnSrWXY35ghoZKTId08P633fvioCipt69gZo1zTMeSzV7tgh0a06KefYMqFxZvF8MHBh/ue5374Bbt8T+Hz8CGTKI7NGSJdPXWuqnT4tyxppsbIDNm3WXTKaksbIC/vxTfPf84Qf5Y+fPA2XLitds//6Wm2n/5Yv4jnjvHhAcLP4Pat5evBAZyMHBcZ8bCalWTUyqsoAKZ6lK9epi7fB798Tn+D//iM9vTTEl6NevF++ZvXqJNcWLFmUZfyIiIiI92NjYYO3atYiIiMCOHTti20NCQtCoUSMcOXIEpUuXNuMIiYxLpVKhatWqqFq1KqZPn47jx49j/fr1+Pfff/H27Vudx4SFhWH9+vVYv349smfPjg4dOsDb2xs1a9aElVWqy2lOlVLV1YVNmzbFBrVj1uwGRKDb1tYW5cuXR40aNVCzZk3ky5cPgwcPxtWrV9G/f3+LDnwDgL29PXLlyoXnz5/jxYsXCe6r+Xj+/PkN6kdzf1P2Q6mAMvj98qXIaLDUi44phet9m1bFivLgd3qZETpqlMh0j2FjI9aprFIFGDZMZHu+ehX3+Pz5YlKArlKzMU6eFMEvTemx5LlSxYrAqVMik+78eRGEKFQIqFULMKSaSv78Iog+fXpc28aNwK+/AiVKGHvUqcuvv4rgQIxMmYBJk8w2HItlayuCtA0aiBL8MT5/BoYOFYGbr74SS2+oVCIz/MED8doODo7/nE2bimBO69aWHcjx8wNatdIONM6bJ5aQIOP7/nsxKbBnT/E6jfHpk3i/nDtXTBLq0MGw99vUKCoKOHxYVAo5elR83mq+LyaVpycwcaIItlry/09zK1ZMVCb45Rdg2jTgr7/EBAal27dFVYMRI8R3hZo1gdKlRVA8Z04ge3YxuSg6Ou4WESFu4eHiFnNfpQKcnMQEJCenuBsrphAREZEFsrW1xcaNG9GmTRvs3bs3tv3Nmzdo0KABjh07huLFi5txhESmYW1tjXr16qFevXqYO3cu9u/fj7Vr12L79u3xLi389u1bLF68GIsXL0bevHnRpUsXeHt7o3Tp0joTh0lIVVEuFxcXPH36FJIkwd7eHnXq1IGXlxdq1qyJKlWqwEGRPXnq1CmMGzcOPXr0wJEjRzB37lytfSyJp6cnnj9/jtDQUISEhCBLliw69wsMDIy9X6pUKYP7iBEQEJDgvjH9WFlZ8cMoLVIGvyVJBMBz5zbPeCyFMvObwW/jqlhRnq186ZL5xpJSbt/WXot2xAgR+AbEBdpt24D69eVrp/bvL/6+SpbUfd7Zs+XbMRdtSVyALl1a3JJj9Gjg77+B9+/j2mbM0F4T3JLcuKGd3T5smAgCkPHlyAEcOSIC1mfPyh8LCBClkw0RGSkqFuzYISZ8zJljmZmlr14BzZoBb97I24cNA777zjxjSi86dBBlo9u21f7OdP++CIwPGQJ4eYks3AIFRPl5Kyvx3qwZNIy5WVmJIGPu3GJykTnL1fv5AQsXAuvWiUxuY2nUSHyut24tni+ljLx5xfel0aOBmTPF5ELlkh4xHj40fgl/Fxfx+4yIiIjIAtnb22PLli1o0aIFDh8+HNv+8uVL1K9fH0eOHEGxYsXMOEIi07Kzs0OLFi3QokULfPz4Edu3b8fatWuxb98+RGsmQWkICAjAn3/+iT///BOlSpWCt7c3unTpwuRUHVLVL+eq/5Wu7dOnD168eIF9+/Zh1KhRqFOnjs6gtrW1NSZNmoRDhw5h3759qFy5Mu5qZgRamPr168fev6qZ4aOguTaG5jH6qFSpUmwJ84T6UKvVuHbtGgCgevXqsrXCKY1wcdEuhxpfJpilefVKlDGcMQO4cMG45/bzk29beFWKFFehgnz75k3dmTiWZNYs+Xa2bMBPP8nbatQQGUqaPn8WQYZPn7TPefOmKOupafBgXlA3tuzZRelpTatWifK2lkpZnj9LFrEmLZlO1qzAwYPGD9qePCkm2SxaZFnr2n7+LDK+lZVamjYVGZ5keqVLA1euxP+aDQ0Va66PHi3WVm7aFGjcWASAW7QAvv5aVCrp1UsEhPv1A9q3F5+F2bKJ5Sv69BGfc5qTwkzp8WPg229F8H3mzOQHvvPnFxMEFi4UE1n27RPb/Jw2D1dX8fn29Kn4s3DhlOmXS4sRERGRhcuQIQN27NiB2rVry9qfPXuGevXq4f79+2YaGVHKcnR0hLe3N3bt2oVnz55h/vz5qFGjRoLH3Lp1C6NHj0aBAgVQs2ZNLFiwAK80K4Omc6nq13OTJk0AABMnTkRmA9YbrFu3Lq5fv45ixYqhcuXKseuGW5r27dvHljE4dOhQvPsdPHgQAODs7AwvLy+D+rC3t0erVq0AAOfOncPHeGa2nz17NvaxDh06GNQHpRJWVuJCjqb0sO739etAqVLAN98AP/4oLuyPG2e8C/sMfpuWMgMxKkoEci3Vhw/A6tXytgEDREBRqVs3EQDQdPu2CC5ovr4lCfDxkbdlziyCCGR8gwfLS5aGh4vMMUvk76+d9f399yIYRaaVKZMIUh85Iio+6MPWVnxGVawoAjm6lj2JihLvOQMGyJdeSKs+fgSaN9fOki9fXrx2ufRLynFyEq/Zw4eBSpWMe+7Hj0XVja+/BnLlEgFyUy2TEhAgPmeLFgWWL0/8/0nu3KKqQqtW4rvo8OHAb7+JIPeWLWId+rdvxXPYskWM3d3dNGMnw8VMQLx3Dzh0SEyyMGXVLAa/ycxev36NcePGwdPTE46OjsiePTuqV6+OOXPmIEK5bIiBjh49GrvkYWK3aZycRkRk0TJlyoRdu3ahWrVqsvZnz57By8uLAXBKd1xcXDBw4ECcOnUKjx49wsSJE1Eyvsqe/zl9+jQGDRoENzc3NG/eHGvWrIk3tpduSKnImzdvJDs7O+nJkydJPseiRYukDBkySL1795bCw8ONOLrUoWPHjhIAKX/+/Dqf38OHDyVra2sJgDR16lStx2/cuCEVKVJEypMnj3Ts2DGdfdy4cUOysrKSAEiLFy/WuU+vXr0kAJKrq6v08ePH5D0phYCAAAmABEAKCAgw6rlJoWJFSRIhMHGL59/bYrx6JUm5csmfc8xtwYLkn//TJ+3zXruW/POSXNGi8r/jRYvMPSLT+ftv+XO1tpakoKD49//8WZLKltV+Hfr4SJJaLfb55x/tx3/9NUWeTrrVq5f879vZWZK+fDH3qIxvyBD588yYUZLevDH3qNIftVp89syeLUne3pLUqpUkNWsmXoe//SZJGzZI0q1bkhQRIT/u/XtJWrZMkgoU0P052a2bJEVFmec5GcOzZ5JUrZr28/LwSPh9lUxPrZakrVslqUkTSVKpdL/+jHGrX1+S9uyJ+zxMjuBgSRo8WJLs7BLus1IlSZo4UZJOnpSkDx+S3y+lPmq1JF2+LElz5khS376SVLWqJLm6SpKtbfyvC5VKkhwcJClLFknKmVOS3N0lKXduSXJykv8fqFXL3M9Ob/wNb3nOnTsnubm5SQCkhg0bSvPmzZOmTp0qeXp6SgCk8uXLS0HJ+Pw8cuRI7GsmsZuua1vJxdcsEVHq8+7dO6ly5cpanwO5c+eW7t27Z+7hEZmVWq2Wrl27Jo0cOVLKmzevXt+hMmbMKHXp0kXy9fWVIpTXgFIZU3w3U0lS6qpj2K5dO3Tq1AmdOnVK8jlOnz6Npk2bomzZsti1a1dsGW9L8PTpU1SqVAmvXr3Cjz/+KJsBGx4ejubNm+PQoUOoWLEiTp48qVUuvkuXLli/fj0AUa789OnTOvvx8fHBlClT4OLigrNnz6JgwYKxj+3fvx9NmzaFWq3Gxo0bjZ75HRgYiLx58wIQaxi4M9vBdFq2BHbujNv+9Vfgl1+Md/4zZ4CRI0VWTMGCwPTp5l07dMSI+EuaZs4M3L2rvRa6IW7cAMqUkbd9+gRkzJj0c5K2Ll2A/97HAAB9+wJ//WW+8ZhS3brA8eNx2y1birV4E+LnJzI5Q0Pl7Z06iXKskyfLy8DmzCnWWdWVTU7GcesW4Okpb1u/XvybWIrXrwEPDyAsLK5t2DDtsv2U+n35Avz8MzB1qvZj3t5i2ZCULL388qX4fA0OFq+vLFnEZ3WZMvqv7XzgANCjh3Yp6mzZgBMnREUYSh2Cg0UFg5MnxefZ06fiNRkdDajVomKBgwNgbx93i4wU67c/fSqqFSSmdGmxHEOnTuJ4QwQFie+zCxfGv+xKxoxiyYvevcX65pQ+SZKoNhEZKd4zra3Fzc5O/PlfRTctarVYnuHDB3E/jfwW5m94y6J53Wn48OGYOXNm7GPh4eFo2rQpjhw5gooVK+LUqVOwN/S9FCLzu169eli5ciWqVKmS4L45c+ZE9uzZDe4jIXzNEhEZhyRJuHTpEjZt2oTHjx/jw4cPCA0NRWhoKMLCwuDi4gJ3d3fZLW/evPD09NQZs3n//j0aNWqEC4plKnPnzo0jR46gaNGiKfXUiFIttVqNU6dOYc2aNdi0aRPevn2b6DE5cuRAhw4d4O3tjRo1asAqlS2pZZLvZkYJoRvRgQMHpHnz5iX7PNOmTZNUKpXUqFEjI4wqdTl79mzsDNzGjRtL8+fPl6ZNmyaVLl1aAiCVK1cu3hm4MZnjAKRq1arF20d0dLTUp08fCYCUI0cOafTo0dJff/0lfffdd5KdnZ1kY2MjzZo1yyTPjzNwU1DfvvIshO++M965z5wRWX+a58+aVZJu3jReH4Z49UqSMmRIODtn5Mjk9bF5s/x8efIYZ+wkN3WqdlaVJXrxQjsD7t9/9TvW11eSrKz0y4TbuNG0z4OEunW1MxAtya+/alcp8Pc396goOTZskCR7e+33jBEjTN93SIh4r1dWqFHeChaUpA4dxL7HjklSaGjcOT59kqQdOySpaVPdxzo7S9LVq6Z/LpRywsPFv+nMmZLk5ZX455+LiySNGiVJjx4lfF61WpKuXJGk3r0TzuZ1cJCk77+XpOfPU+LZEqUq/A1vWWKuG3l4eEhfdFQrevDgQWzFwWnTpiWpj5jM7yNHjiRztEnD1ywRUfJERUVJc+fOja0IYuhNpVJJJUuWlHr06CHNmTNHOn36tPT582dJkhLOAL9//76ZnzlR6hIeHi7t2LFD6ty5s5QhQwa9/v95eHhIP/30k3T9+nVzDz+WKb6bpbrgt7EMGjRIUqlUkpWVlXT8+HFzD8foXr16JY0ZM0YqWbKklClTJilr1qxSlSpVpFmzZiVY7v3atWtS4cKFEyx7rmnXrl1SixYtpFy5ckn29vZSvnz5pB49ekiXLl0y5tOR4Y+QFPTzz/KLdq1aGee8ERGSVKiQ7guDFSoYp9ykoebN0w7M1Kwpb8uWTZKSU8Z/yhT5+erWNdrwScOhQ/K/Zzs77fK9lmDpUvnzzJRJksLCDDs+sfKxAwaY5/9jerRmjfbfv6X8aPv0SZJy5JA/t27dzD0qMoa9e3UHwOfONU1/4eGSNGmSmCynz+QdXbcsWbRfj8pb3ryi9DtZtsePRal/V9fEXzfly0vSDz9I0sqVkrR7tyiPvmyZKG1eokTCx9raStKgQSyfT+kaf8Nbjvv370sqlUoCII0dOzbe/Ro0aCABkFxcXKTIyEiD+2Hwm4go7YqOjpZat26dpKB3Qjdra2upbNmy0tChQ6VVq1ZJxYsXZwCcyAChoaHSqlWrpKZNm8ZOVEzs5unpKU2ePFnyN3MCiym+m9kYkiWeVvj7+2PJkiVQ/VdK7OLFi6hdu7aZR2Vczs7OmDBhAiZMmGDQcWXKlIGfn5/e+zdr1gzNmjUzdHiUVuTOLd9+9sw45123Dnj4UPdjly+L8qONGhmnL31t2CDfbt8e+P13oFixuLZ374B//wW++SZpfSj/bxUpkrTzUMKUpfMjIoDbt4GyZc0zHlPZulW+3bSpKPWqr969RUng3r2BkBDtx/v1A+bMib/sJhlXu3ZAjhyiNG+MJUuAP/8035iMZdky+fMCxDITlPY1bgxs2yaWXNAsJz10KJAnD9C2rfH6unwZ6NULuH49eefR9X6nqXFjYPVqwNk5ef1Q6pc/vyjhP3IksGqVKFd+757ufa9cETdD2NiI1+zYsWLZByIiC/Dvv/9CkiQAQIMGDeLdr2HDhjh48CBevXqFo0ePJrgvERFZllmzZmH79u1GP290dDSuXbuGa9euxbtPcHAwvLy8cPToURThdVciGUdHR3Tr1g3dunXDy5cvsWnTJqxZswZnzpyJ95ibN29i1KhRGDVqFGrWrAlvb2906NABzhZwzSR1FXY3ku3btyMyMjJ2O1OmTGYcDVEqplzf2ljB7xkzEn48pdeADQ4Wa3pq6toVKFoUaNJE3q4MkhuCwe+UkS2buKCt6fJlswzFZEJDgYMH5W1JCTJ9/bWYGODjA1SoABQuLM6zezeweLG4cE8pw8FBe2LN8uXy9dfToshIYNo0eVvTpmI9ZrIMTZqIiRqaJEl8jp4+bZw+li0DqlePP/CdKRPg6QlUrSrWULa1NbwPV1exTvPu3Qx8pzcODkDfvuLzcPt2wMsreeeztwcGDBCB9L/+YuCbiCzK4cOHY++XK1cu3v3Ka0xI1jwmOSIiIhAWFmaUcxERkWk8ffoUo0aN0mrPly8ffvzxR/z5559YuHBh7FrE8+bNg4+PD7p16wYvLy8UKlQI1tbWyRpDcHAwihcvblCCH1F6kzNnTgwaNAinT5/Gw4cPMWHCBJQoUSLBY06dOoWBAwfCzc0NLVq0wNq1a/Hp06cUGrHxWeRV72rVqsHW1haRkZFwc3PD119/be4hEaVOyuD38+eAWg1YJWNezN27gHKGXsuWgK9v3PaBA8D79yIrNSUog4iZM4vMLwDo3h3Yu1c+ttevk3Zh/MED+Xbhwoafg/RToQLg7x+3HZMxaCn27pUHRW1sgKRW4cidG5g8WdzIvPr1k08Oev1aZNV26mS2ISXbxo3Akyfytp9+Ms9YyHR69gSePgV++SWu7csXoEULMbmsVKmknTciAvj+e2DBAt2Pt20LDBoE1K4N2NnJj7t1C7h0CbhwATh/HrhxA4iOlh9vZQXUqiUmAn37LeDomLRxkmWwsgJatRK327fF627dOuDtW/2O9/AQ3xsHDwZy5TLtWImIzOTmzZsAACcnJ2TJkiXe/fLmzRt7/9atW0nu7/Tp05g5cyYuXLiA58+fQ5IkZMmSBTVr1kSfPn3Qpk2b2KqORERkfrt27UJERETstkqlwvr169G+fXtY6Xk9OSwsDNeuXcPFixdjb3fu3IFardZ7HGq1GkWLFkWfPn0wYsQIFC1a1ODnQpReFCxYEGPGjMHo0aNx/fp1rFmzBuvWrUNgYKDO/aOiorBr1y7s2rULGTNmRJs2beDt7Y2GDRvCNinJCGaikmLqGVmYx48f486dO6hevTqyZctm7uGQAQIDA2N/SAUEBMDd3d3MI7JggYGAxo9WAMDLl4CLS9LPOX68KDEZI1cuERDPmVNcrI6xdi3QpUvS+zHEN98A//wTt92mTVxJ6Y8fxdg0Z5j/84+4uGmIz59FZpqm69eB0qWTNGRKxMSJosxojBo1gFOnzDceY+veXZTljdGoEbBvn/nGQ8bj5QUcOxa3Xb8+cOiQafuMjhaZusbO9JcksdzAjRtxbdWqiWxgXqS0PJIksmf//lveniePeP/Nl8+w8z1/DnToAJw8qf1YmTLA0qVA5cr6n+/zZ+DRIxHIjIgQE/w8PAAnJ8PGRelLVJR4DR45IsqeP3wIfPgg2nPmFK/r6tWBunXF+1tyJogSWTD+hrcM4eHhcPhvmaXChQsnmFH37t07ZM+eHYBYXi+hErW6HD16FPXq1QMAVKxYET169EChQoUQGhqKffv2YdWqVYiOjo7NOnIy8PM8vou5MZ49e4YqVaoA4GuWiMgQU6dOxciRI2O369evj0NGuKbx8eNHXLlyBSdOnMCBAwdw6tQpWWXfxJQoUQJt27ZFmzZtUKlSJU6cIkqEWq3GiRMnsHbtWmzatAnv3r1L9JgcOXJg586dqFatmtHHY4rfExaZ+Q0ABQoUQIECBcw9DKLUzdVVBCg058A8e5a84LdyzZf27YEsWYAGDUSp0Rg7dqRM8FuStANLX30Vd9/RMW5N0xh79xoe/FZmfQNAoUKGnYP0V6GCfPvaNRHgS2bppFRBkrSrFbRubZ6xkPH16ycPfh8+LJZMMPYyCcHBwMyZ4j35wQPxXl+0qFh7fMgQ42Qt7tkjD3wDIuubPzItk0olyoY/eyb/PA8KEhN0jhwRlSb0cfasyMYODtZ+7PvvgSlTDC9tnjGjKI1OZAgbGzEpKbml0ImILEBoaGjs/ZggeHwyZMig8zhDDR06FDNnzpRlC3bu3BmdO3dGixYtsHPnTnTt2hW+mpXk9JBXOcmfiIiMwk6zIhcAY+VVOjo6onbt2qhduzZGjx6NT58+4cSJEzh48CAOHDiA6/EtkfWfO3fu4M6dO5g0aRLy5MmD9u3bo2vXrqhcuTID4UQ6WFlZoW7duqhbty7mzp2LvXv3Yu3atdixY0e8y9B8/PgRJUuWTOGRJh2nrhOlZ7a22uW9k7Pu95s32msvt2sn/lQG744elQfdTeXxY3FhXpNm8BuIK4EeY/9+Uf7dEMrgd5484kI8mYYy+P3pk/aa62nVnTsiI1JTo0bmGQsZX7t2QI4c8ra//jLe+SVJrOdepIhYi9vPT7Sp1aIKx6RJYkmGxYuT9x4sSdql9IsXF+WEyXLZ2gKbNolqG5ru3xdt9+8nfLwkidd7nTragW8HB2DVKrE0QBoqo0VERGQpNC90KoMbSpqPf/782eC+qlWrBn9/f8yaNUtnmdzGjRujf//+AICdO3diu3KSPRERmUUmRdXLu3fvIioqyiT9NGnSBNOmTcO1a9fw/PlzrFmzBk2aNEn02KCgIMyePRtVq1ZFkSJFMG7cONy5c8foYySyFHZ2dmjVqhXWr1+PFy9e4J9//kHjxo1hrUgya9myJTJnzmymURqOwW+i9E657ndygt9HjsiDKRkyxF0g/6+kWaznz0VpSVM7d06+7eIiAjSalMHv16+1g/iJuXtXvm3sLE6Sc3XVzjA09N9MH9HRooxucv5fGEpZqcDDg1UELImDg1iKQdOyZfKlF5JKkgAfH6B/f1ECOj6fPol9evZMer/79mmXqx45kiWB04OMGYGdO7WzrJ88AapWFUs26JpY8fQp0LIl8N13gLJ8nYeHKJ3erZvpxk1EREQJ0szm1lzPVRfNxzMmYdK3g4MD8uXLl2A2Xu/evWPvL1u2zKDzBwQEJHg7f/68wWMmIiKgatWqsu1nz54ZXJ0jKVxdXdG1a1fs2bMHz5UJIwl4+PAhJkyYgJIlS6J8+fL4888/8fTpUxOOlChtc3JyQvfu3bF3714EBQVh7ty5sWXOvb29zTw6w/AKJVF6Z8zgtzJoV7s2YG8v7hcuLAKWmk6cSHpf+lIGv6tW1S7JW6AAUKyYvG3vXsP6uXVLvl2ihGHHk+GU2d/GDH6r1cD8+SKDv1AhEWivUAE4ftx4fcRH+f+ofn2WkbY0330n3377VmTTJockiXLRf/6p/zH//AO0aCGC4YZQq4FRo+RtHh5AGvsSTMmQLZuYAKGc6PX+vVg25KuvxOvr3DlRer97d/E9YNcu7XPVrw9cvKj9nk5EREQpSnNd7S9fviS4r2aWuKHrceurdOnSsP/vesLp06cNOtbd3T3Bm5vyOggREemldOnSWgHwhQsXpugYXF1d8fbtW1Qw8Dfk1atX8dNPPyFfvnyoU6cOFi1apNc6x0TplaurKwYPHowzZ87g4cOHaNq0qbmHZBAGv4nSO2MGv5VZgJrlxVUqEQzXlBLBb+WM7ipVdO+nzP7et8+wfm7flm+XKmXY8WQ4UwW/1WqxLvPgwcCLF3HtV66I1/S6dcbpR5foaLEkgCZlmX5K+4oWBRo2lLctWJC8cy5YAMyerd3+7bciAHnqlMj0Vjp8GGjWDPj4Uf++Nm4Erl6Vt/32G5BIeUyyMLlzi8/9SpW0HztyRFQ4qFYNaNNGZIMrs70B4H//E5+3Li4mHy4RERElzN7eHrly5QIAvND8HaSD5uP58+c3yXisra2RPXt2AMCbN29MUlaXiIgMN2DAANn2gQMHcOPGjRQdQ7Zs2XDgwIF4A+CJrfN94sQJDBgwAG5ubujSpQsOHDiA6OhoUwyVyCIULFgwdlJiWsHgN1F6Z6zgd0iIdvazMthds6Z8+9KlpPWlr8hI7YCoYnZiLOWaMWfOiAw2fURHa5c9Z/Db9HQFv42xjvwffwB//637sagooFcv05RYB8R5Q0LkbfXrm6YvMq+BA+Xb586J7NekuHhRZH1rsrICVqwQr+UqVcQSFMuXiwxzZXbO8eNirW59SqC/fw/8+KO8rWRJkdlL6U/OnGICRdeuhh2XKxewdSswdSpgY2OasREREZHBPP9b1iQ0NBQhyt8lGgIDA2PvlzLhb1+1Wg1ABDF0rQ1OREQpr2PHjsiWLZusrW/fvikePM6ePXu8AfA8efJg3bp1GD58eILVPsLDw7F+/Xo0atQIBQoUwM8//4xHjx6ZcthElEL4zZEovTNW8Pv8eXng0c5OOzipzA67dQtIpJxasvj5AeHhCY8hRt26cSXaARHQ1rfE9aNH2s+DwW/TU76+QkKAx4+Td85r14Bffkl4n/BwoEcPEQg3NmXJ8+LFtdc2J8vQogXg7i5vmzbN8PO8ewd06KCdVbtqlfba4gDQvj1w7BjwXxZNrCNHgHbttN8zlUaMAIKD5W0TJgDW1oaPnSyDkxOwZg3w77/a3ymUHByAQYNEtZQ2bVJkeERERKS/+hoTb68qK/1ouKwxGbi+gZN1Q0JCMGHCBBw7dizB/SIjI/H27VsAQM6cORn8JiJKJTJkyIAhQ4bI2s6dO4cFya1olwQxAfDy5cvL2gMDAzFixAgMHjwYAQEBOHToEHr37o2sWbPGe66AgACMHz8ehQoVQr169fDPP//gk6HLxBFRqsFvjkTpnbGC32fOyLcrVJAHkwGgbFn52sXR0YApy+LcvCnfzpNHO+ATI2NGkRmpSRmIjI8y493FhSVcU4K7O+DsLG+7cCHp55MkYNgweVDbygpYuxbo21e+761bwF9/Jb2v+Bw+LN9myXPLZWMDKEqFYdMm4MED/c8hSaISgb+/vH3EiIQzccuXF6+1HDnk7Xv3Ah07xj8pac8eYOlSeVujRgxikvD112Iy2IoVopKAu7v4bHVxERPM/vgDCAgA5s0Ta4YTERFRqtO+ffvYUrGHEvg9fPDgQQCAs7MzvLy8DOrj3bt3GDduHNYlspzUpUuXEPnfBM9atWoZ1AcREZmWj48PihQpImsbNWoUnj59muJjyZ49Ow4ePKgzAF6vXj34+/ujfv36WLp0KZ4/f45t27ahffv2sLW1jfecR48exTfffAM3Nzf069cPl0xdvZSIjI7Bb6L0TlfwOymlo5VBx2rVtPdxchJr3WoyVfloQDuw/l8Jt3gpA41JDX6XLKnfcZQ8KpV2Jv+5c0k/3759IiNWk48P0KULMH++mLyhaeLExLNkDREeLtbP1cSS55ZtwADA0TFuW60WZaD1NWsWsH27vK1mTfHaTEzZssCBA4By1vOOHeK98NUrefuVK+L/giZHRzEJJJG1tCgdcXAQFQe2bxeB7k+fgJcvgaNHgZ9+0p6wRERERKlKkSJF0KFDBwDAqlWrEBERobXPo0ePcPi/Sbs//fQTbBRLmNy8eRNFixaFu7s7jidQTW3//v0JlshduHBh7P1+/foZ9DyIiMi0MmTIgCVLlsjaPn36hP79+0MyxpKEBoovAB4QEIB69erh4cOHAAB7e3u0bt0amzZtQnBwMGbPno2yyut9GkJDQ7FkyRJUqlQJVapUwbJly/D582eTPhciMg4Gv4nSO2XwOyxMe81hfVy7Jt+Or7y4slT1lSuG96UvZeZ36dIJ768MNN66BTx/nng/t2/Lt1nyPOUoJ1mcPZv0cykDhnnzAuPGifu2tiLQqCk4GPjnn6T3p3TmjHzNZZUKMDCLgtKYbNm0s79XrAA01lCM15kzwMiR8jZnZ2D9evF61Uf58iLbW7kG+OnTQLlyYo3wBw+AxYtF5q7ys2HKFCBfPv36IiIiIqI0YerUqXBxcYG/vz9Gjx4teyw8PBz9+vVDdHQ0KlasiMGDB2sdP3HiRPj5+SEoKAg+Pj7x9vP48WOMHDlSZ5Bk5cqVWLVqFQCgS5cuaNiwYTKfFRERGVvdunXRV1Epcc+ePZgzZ45ZxpNYAFy5lrezszOGDh2Kq1ev4vLlyxgyZIjWWuaaLly4gN69eyN37twYNmwY7ty5Y5LnQUTGweA3UXqnaz1hfQIvmt68ERlemsqV072vcjadMnBsTMrgd2KZ35UraweBjhxJvB9l5jeD3ymnenX59uXLScvGPnNGO+v6119FFmMMLy/tYPTcuUmrlKCLsuR5hQrxl+kny/H99/IlIiIi4iZdxOfNG6BTJ3mJfpVKrPOtXEc8MVWrArt3A5kzy9uDg4FvvwWKFAH69wdCQ+WPd+gg2omIiIjIonh4eMDX1xdubm6YPn06mjRpggULFmD69OmoXLkyDh06hHLlymHHjh1w0Py99B+1Wh17X1dg29HREYUKFQIAzJgxAxUqVMCECROwYsUKzJw5E40aNULPnj0hSRJ69uyJZcuWme7JEhFRsvz555/IlSuXrO3HH3/EMWVlxRQSEwAvp7guHRAQAC8vL60AeIzy5ctjzpw5ePbsGTZu3IgmTZrELgOiFBISgjlz5qBkyZLw8vLChg0bdFZKISLzYvCbKL1zcABy5pS3Gbo+izLr294eKFZM974lSsi3TTVL7tMn4L+SNrESC37b2IjsRk2JlT6Pjgbu3pW3MfidcqpUkW+HhwNXrxp+ngUL5Nvu7kC3btr7/fSTfPvGDeDiRcP700X5WmPJ8/TBzQ3o3VvetnKlyL7WJTIS6NxZe8LR6NFAkyZJG0OtWmLyR968+u1fr57IULfi10giIiIiS1S1alVcv34dY8aMQUBAAEaOHIkJEyYgQ4YMmDVrFs6dO4fcuibSAxgzZgwKFy6MPHnyYMqUKVqPOzs7w8/PD4cOHcLw4cPh4OCAWbNmoW/fvvj555/x9OlT9OnTB2fOnMHy5ct1BtiJiCh1yJo1K5YuXSpri46ORseOHREUFGSWMSU1AA6IsugdOnTAnj178PTpU/z+++9wTyDJ4NixY+jcuTPy5s2L0aNHI0B5rYaIzIZXLYkI8PCQbxsa/FYGG0uXFoFkXZTrYb9+rb22rDHcuSPPyFWp9FuL29B1vx8+1M40ZvA75WTNqj2hwtDS5+/eAf/+K28bOhSws9Pet1EjIH9+edvffxvWny6hocD58/I25WuRLNfPP8vX/pYkkXX98aN8P0kSZdIPHpS3e3mJSgXJUbo0cO4c0Lhxwvv16AHs2gVkzJi8/oiIiIgoVXN2dsaECRNw69YtfPz4Ee/evcO5c+cwbNgw2On6rfSfMmXKwM/PD4GBgahTp47OfVQqFerXr4+ZM2fizJkzeP36NSIjIxEaGoq7d+9iyZIlqKZc4oqIiFKl5s2bY5yigt3Lly/Rvn17hCelOqMR5MiRI94AuK4S6Lq4u7tj3LhxePz4MbZv346mTZvGmw3+8uVLTJ48GQUKFEDHjh1x6tQps6x9TkRxGPwmIuMHv+MreQ4ABQrIS/wCpsn+vnFDvl24MJAhQ+LHKbNt/f2Bx4/j31+Z9e7iItbdpZSjLH1uaPB79Wrgy5e4bVtboGdP3ftaWQG9esnb1q4VlQaS48QJeQlrW1uRjUvpg6sr8Msv8rZ79wBvb5HpDQBqNTBihPZkC1dX8RqMb8KRIdzcgD17gJ07gaZN4wLcGTOKrPJ9+0RWuj7vpURERERERESULvzyyy9o2rSprO3s2bP4/vvvzTSi+APgT58+1TsADgA2NjZo1aoVdu/ejQcPHsDHxwcuLi46942OjsamTZtQq1YtVK5cGatWrWJJdCIzYfCbiLSD34aWaDEk+G1trV0S3RTrfivX+y5dWr/jPD1FAFtTQtnfly7JtytU0K8fMh5lRoAhwW9JApYskbe1aaP9GtDUq5eoJBAjNFQ7c9xQytdYtWpApkzJOyelLcOHA5Uqydt27ABq1wamT4/7U1OGDGIfNzfjjUOlApo3F+uAh4aK24cPIijeqJHx+iEiIiIiIiIii2BtbY3Vq1ejYMGCsvaFCxdi8eLFZhpVXAC8bNmysvaYAPjjhBKedChYsCAmT56MgIAArFu3DnWVy2dquHTpEnr06IF8+fLh999/x4sXL5L0HIgoaRj8JqLkZX5/+aKduZ1Q8BtImXW/lcHvxNb7jmFlpZ39nVDwW7nec8WK+vVDxqMMfvv7A8+e6XfshQvaVQL69k34mLx5tUtDr16tX3/xUb7GWPI8/bGxAdavF6X8NZ07B/zvf9prgKtUwJo12uveG5OVlSjHbm1tuj6IiIiIiIiIKM3Lnj07tmzZggyKanEDBw7Ezp07zTQqEQA/dOiQzgC4l5eXwQFwQKwN3rlzZxw9ehS3bt3CoEGDkCmeJJbnz5/jl19+gYeHB3r27IkrV64k6XkQkWEY/Cai5AW/b9+Wl2sGgDJlEj5Gufa2KTK/b92Sb+sb/Aa0A4+HD8vXD48hSdqZ38rMTTK9kiWBzJnlbUeP6nesMuu7QAH9As/KsuiHDwPPn+vXp9Lr19rl8xn8Tp8KFQK2b098PW1ra2DFCqBt2xQZFhERERERERFRYsqWLYslimttarUanTp1woULF8w0qoQzwJMaAI9RsmRJzJs3D4GBgZg2bRry58+vc7+IiAisXLkSFSpUQIMGDXDgwAGuC05kQgx+E5F28DswEIiO1u9YZdCuUCHAySnhY0yd+f35MxAUJG8rXlz/45WBx5cvtYPpAPDwIfD+vbyNmd8pz9palITWdORI4seFhgLr1snbevcW2a6JadlSXpZcrQY2bUr8OF0OH5ZvZ8xo2mxeSt3q1BGTNwoX1v14vnziNdOjR4oOi4iIiIiIiIgoMd7e3hgzZoys7fPnz2jevDkePnxoplEBzs7OCZZA9/f3T9b5s2bNih9//BEPHjzAli1bEiyJfujQITRq1AgVKlTAunXrEKVMLCOiZGPwm4i0g99RUfpnsRqy3ncMZeZ3UBAQEqJff/rQ9UWqUCH9jy9QQASYNOkqfX7ypHw7Z05REptSXr168m19gt8bNgCfPsVtW1mJ9bz1kTEj0Lq1vE0ZSNfXgQPy7Tp1ADu7pJ2LLEPlyqIc/9KlQLt2QI0aQPv2wLJlwN274jVCRERERERERJQKjR8/Hj0Uk/ZfvXqFJk2a4NWrV2YaVVwAvIyiaumTJ0/g5eWV7AA4INY/b9u2LY4ePYorV66gZ8+esIvnOt/Vq1fRtWtXFClSBHPnzsUnzeuURJQsDH4TEeDiAtjby9v0LX2elOB3kSLaa8jevatff/rw85Nv58mTeBlhTSqVdvb3wYPa+x0/Lt+uXVscSylPGfx+8ABIrGSRsuR58+ZA7tz699mli3z7zBmx3rghJEk7+N2woWHnIMvk4CAqEWzeDJw6JSoL9Ool2omIiIiIiIiIUimVSoUlS5agoeIa14MHD9CyZUt8/vzZTCMTAfBDhw6ZNAAeo1y5cli+fDkCAgLw+++/w9XVVed+/v7+GDp0KDw8PPDLL7+YdYIAkaVg8JuIRMarMmNZn+C3JCUt+G1np13S15jrfiuD30WKGH4OXcFv5ey7Eyfk28zGNJ+yZQFnZ3nbnj3x73/lCnD+vLytb1/D+mzUCMiWTd62fr1h53jwAHjyRN7G4DcREREREREREaVhdnZ2+Pfff7XKjJ87dw6dO3dGZGSkmUaWsgFwAMiZMyfGjRsHf39//PXXXygSz7Xqt2/f4vfff0e+fPkwdOhQBAYGGnUcROkJg99EJChLn+sT/Pb3Bz58kLfpE/wGtNfgVgask8MYwe8mTeTZ6V++APv3x20/fSoCl5qU605TyrG2Fv9mmnbvjn//+fPl27lzA02bGtannR3QoYO8be1aw86hzPrOlQvw9DTsHERERERERERERKlM5syZsXv3bngorjv7+vqiZ8+eUKvVZhpZXAC8dOnSsnZTBcABwMHBAX379sWdO3ewefNmVKlSRed+YWFhmDt3LgoVKoSBAwfiqb4VWokoFoPfRCQkJfNbmfWdI4coMa4PZea3MpCcHMYIfmfPDtStK2/799+4+76+2vsrZgtSCmvWTL596JD25AwAePdOO0j93XeAjY3hfSpLn9+4Ady6pf/xmhMqAKBBA5bOJyIiIiIiIiIii5A7d27s2bMHWbNmlbWvXbsWAwcOhCRJ5hkYRAD88OHDOgPg9erVM0kAHBDrgrdr1w5nz57FsWPH0Lx5c537RUREYOHChShcuDD69euHx4kt8UhEsRj8JiJBmfkdEJD4MbpKnusbuFMGvx8+1O84fSgD6cq+9NW2rXx761YgJETc37FD/ljz5trrmFPKatJEHsD+8gXYvl17v+XLgbCwuG0bG8NLnseoXVt7nfB16/Q7NioKOHJE3saS50REREREREREZEFKliwJX19fZMiQQda+ePFijBw50uwBcF0Z4P7+/iYNgANibfQ6depg586duHHjBr755hvY6EjOiYyMxJIlS1CkSBH06tULfsasoEpkoRj8JiIhKWXPk7Led4xCheTbDx6INcST69MnIDhY3paUzG8A6NRJHkwNCxOBzWfPgMOH5fu2bJm0Psh4smUT63BrUmZ4R0Vplzz/+mvAzS1pfVpbi9eJpnXr9HstnzihnZneoEHSxkFERERERERERJRK1apVC1u3boWtra2sfdq0aZg4caKZRiW4uLgkGAB/8uSJycfg6emJFStW4OHDhxg4cCDs7Oy09omOjsaKFStQvHhxdO/eHffv3zf5uIjSKga/iUhQBr/1mdV27Zp8u2xZ/ftTZmN/+AC8eaP/8fHRVT5dGWjXl4uLdlD7zz9F8DQqKq4tQwagceOk9UHGpSxDvm+fvKrA2rXAo0fyfQYONG6fjx4BFy4kfty2bfLtcuW0s8iJiIiIiIiIiIgsQOPGjbF+/XpYWcnDUuPGjcPs2bPNNCohoQC4l5dXigTAAcDDwwPz58/Ho0ePMHToUDg4OGjto1arsXr1apQsWRL9+vVDYGBgioyNKC1h8JuIhIIF5dvv3gFv38a//7t3gPJD35DM77x5tddYNsa638qyL3nziuB0UvXvL99+/BhQzkb09gYyZ056H2Q8bdoAWbLEbUsSMHOmuP/5M/Dzz/L9K1USpcuTo1Il7QkWiZU+lyTt4LeyzD4REREREREREZEFadeuHZYvX67VPnz4cCxbtswMI4oTEwD39PSUtad0ABwA8uTJg9mzZ+Px48f48ccftUrGAyITfMmSJShcuDBGjBiBN8ZILCOyEAx+E5GQL5/2mtUJrcOtzPq2swOKF9e/PxsboEAB/fvTlzL4ndSS5zEaNgSqV094n0GDktcHGY+jI9C7t7xt8WLg1i1g9GjtCRu//qr/OvXxUam0s783bACio+M/5soV7aUFGPwmIiIiIiIiIiIL16NHD8ybN0+rvW/fvlirXMIwhbm4uODw4cM6A+ApVQJdU65cuTBt2jT4+/vjp59+QqZMmbT2CQ8Px7Rp01CwYEGMHz8eHz9+TNExEqVGDH4TkWBrC+TPL29LKBP70iX5tqenOIchdK37nVzKcyjLqxtKpQKmTgWs4nm7/OYbwzLeyfSGDhWTMWJERYnXp7J8Ut26QLNmxumza1f59rNnwLFj8e+/dat8u2BBMUYiIiIiIiIiIiILN2jQIEyePFnWplar0b17d2zYsMFMoxLiywB//PixWQLgAJAzZ0788ccf8Pf3h4+Pj85M8A8fPuDnn39GoUKFMGfOHISHh6f4OIlSCwa/iSiOMlBsSPC7YsXk95caM78BoGZN7cApAJQpo7udzCtfPmDEiIT3sbMDFixIftZ3jBIltNe8j6/0uSQBW7bI29q2Nd5YiIiIiIiIiIiIUjkfHx+MGjVK1qZWq+Ht7Y1NmzaZaVRCzpw5cejQIZQqVUrWHhMAN9c6287Ozpg8eTIePnyIgQMHwka5rCiAly9fYtiwYfD09ISvry8kSTLDSInMi8FvIoqTnOB3hQqG92eKzG9TBL8BYPBg4NAhEaSsUAH45Rfg5En5+tKUeowenXBG/qJFQMmSxu1TWfr833+BsDDt/S5dAm7flre1aWPcsRAREREREREREaVyEydOxPDhw2Vt0dHR6NKlCzZv3myeQf0nZ86cOHz4sM4A+FdffYXnz5+baWSAm5sb5s+fj7t378Lb2xsqHUk1Dx48QKtWrdCkSRPcVl6LJLJwDH4TURx9g98fPgD378vbUkPmd2gooPzSYazgNwDUry8ydi9dEmtFOzkZ79xkXBkzAvv2AVWqyNsdHICFC4FevYzfZ+fO8u3374E1a7T3W7ZMvp0vH1CjhvHHQ0RERERERERElIqpVCrMmDEDQ4YMkbVHR/+fvfuOa+p6/wD+SZgyVBBQluLGBSouXKiAe9bZVnGvaqt+3Vatu9ZR97ZV6xY3ghO11l33wq0Iiggqsmfu7w9/pFwSRiAhjM/79cqL3Oeee88TwiWQJ+ecFPTp0weH0i8dmMcyKoA/ffoUHh4eCA8P11JmX1WsWBE7duzAnTt30LFjR6VtTp06BScnJ/z000/49OlTHmdIpB0sfhPRf9IXowMCvk7RnN6dO+JtXV2gVi3V+0s/8vvDh6+F9ZxKX6yXSL6upUxFk5UVcOUK4OsLzJkDrFz59WdkxAjN9FeuHODpKY79/juQkvLf9qdPwF9/idsMHJjxmvJERERERERERESFmEQiwYoVK/DDDz+I4snJyejVqxeOHj2qpcy+Si2AOzo6iuIPHz5E69atERERoZ3E0nBycoKPjw8uXryIRo0aKexPSUnBqlWrULlyZaxduxYpad+vJCqE+G47Ef0n/TTQnz8DoaGK7dJPeV6z5tcRtaoqX15xnePcjP5OX/y2t89ZXlR4SKVA+/bAjBnAjz8Ctraa7W/cOPF2QIB47e/Vq4GYmP+2dXSAAQM0mxMREREREREREVE+JpFIsGrVKoxIN2glOTkZPXr0wLFjx7SU2Vepa4BXTDeY6/bt22jXrh2ioqK0lJlYkyZNcPnyZezYsQM2NjYK+z99+oRRo0bB1dUVDx480EKGRHmDxW8i+o+DA1CsmDimbD0Qdaz3DXwtTNvZiWO5KX5rar1vouxq0wZwchLHJk/++kGS4GBg0SLxvl69vo4YJyIiIiIiIiIiKsKkUinWrFmDoUOHiuJJSUno3r07/Pz8tJTZVzY2NvD390fZsmVF8atXr6Jjx46IjY3VUmZiEokE33//PZ48eYLp06fDwMBAoc2///6LunXrYvbs2UhMTNRClkSaxeI3Ef1HKgWqVRPHHj5UbJe++J2T9b5TZXed8exIX/xOf24iTZNKgXnzxLF374DmzYEWLcSjviWSr4VxIiIiIiIiIiIiglQqxfr16zF48GBRPDExEd988w1OnDihpcy+KleuHPz9/WFtbS2KX7hwAV27dkV8fLyWMlNkYmKCuXPn4vHjx+jRo4fC/qSkJMyaNQv16tXDv//+q4UMiTSHxW8iEqtRQ7ydvvgdHQ08eSKO5ab4nX7db3VOe86R36QNHTt+HQGe1oMHij/bQ4YAzs55lxcREREREREREVE+J5VKsXHjRgxIt1RgQkICunbtilOnTmknsf9XqVIl+Pv7w9LSUhQ/ffo0evXqle9GUjs4OMDb2xvnzp1D1apVFfbfv38fjRo1wpQpU5CUlKSFDInUj8VvIhJLv+73vXvi7evXAUH4b1tHR3GaZ1Woc+R3+uIiR36TNkgkwObNgLl5xm3KlgV+/TXvciIiIiIiIiIiIiogpFIpNm/eDC8vL1E8ISEBXbp0wZkzZ7SU2VfVqlXD6dOnYWZmJor7+Pigb9++SE5O1lJmGWvRogXu3LmDqVOnQkdHR7RPJpPht99+Q8uWLRESEqKlDInUR1fbCRBRPlO7tnj7zh0gORnQ/f9fF//8I95ft67iOuGqUNfI75gYIP0LM4vfpC12dsDJk0Dr1l/X+07Lygo4fhwoVUo7uREREREREREREWUgKioKjx8/xosXL/Dx40d8/vxZfouIiBBtx8XFiY4V0g6aSsPIyAgmJiYwNjaGiYmJ/JZ+u2TJkrC0tISFhQUsLCzw22+/ISkpCbt375afKz4+Hp07d8axY8fQqlUrjX4vMuPs7IxTp07B3d0dkZGR8ri3tzcMDQ2xdetWSKX5a/ypoaEhFixYgB49emDQoEG4e/euaP+lS5dQt25d7Nu3D82aNdNSlkS5x+J3AZScnIxNmzZhx44dePz4MRISElC2bFl06dIFY8aMQZkyZXLdh0QiyVa7Dh064NixY7nuj/KRevXE23FxX6c+T52e+eJF8f6mTXPXX/oCdXAwEB8PGBqqdh5lRfMKFXKeF1Fu1asH3L0LLFgA+Pt/HRHepg3w889A6dLazo6IiIiIiIiIiIqwiIgI3L17FwEBAaJbcHCwtlPLUlxcHNzd3dGnTx98++23sLW1hY2NDaysrBRGNWtSvXr14OfnhzZt2iAmJkYe3759O4oVK4b169dnu9aSl+rWrYt///0XixYtwpw5c0RTtb9//x4tW7bEkiVLMGbMmHyZP1FWWPwuYMLDw9GxY0dcu3YNjo6OmDx5MkxMTODr64uFCxfijz/+wP79+9G8eXNtp0oFlYUFUL488OrVf7Hr178Wv5OSgCtXxO1z+wmw9CO/BQF4+VJx+vWspJ8u3c4udyPSidTB3h5Yt07bWRAREREREREREeHp06fw8fGBj48PLl68iJSUFG2nlCt79uzBnj175NtSqRRlypSRF8NTb2XLloWDgwPKlSsHW1tb6OqqrzTWpEkTHD16FB06dEB8fLw8vnHjRhgaGmL58uX5soCsp6eHn3/+Ge3atUP37t3x+vVr+b6UlBSMGzcO4eHhmDdvnvaSJMohFr8LkOTkZHTr1g3Xrl1D48aNcebMGRT7/+LeDz/8gGnTpuHXX39Fly5dcP36dVSuXDlX/Y0aNQqjR4/OtI2JiUmu+qB8qkEDcfH72jVg6FDg0qWv04un1aRJ7voyNf06DfSHD//FXrzIffGbU54TERERERERERFRESYIAi5fvoxDhw7Bx8cHT58+1XZKGiWTyfDu3Tu8e/cuwzY6Ojqwt7eHg4ODvCCeet/BwQF2dnYqF8dbtWqFQ4cOoXPnzkhKSpLHV65cCSMjIyxYsCBfFsCBr6PAb9y4gb59++LEiROiffPnz4eZmRnGjx+vpeyIcobF7wJk06ZNuHjxIiQSCTZt2iQvfKeaPXs2vL298fz5c/zvf/+Dj49PrvqzsLCAo6Njrs5BBVTDhsDevf9tnz79dUS2n5+4Xd26XwvXuVWpkrj4nb6QnR0sfhMREREREREREREBAC5cuIBp06bh0qVLKh8rlUrh4OAAGxsbmJmZZXgzNjbOsqgrk8kQFxeH6OhoREdHIyYmRn4/7XZUVBQ+ffqE8PBwhIWFidbRVqeUlBS8fv1aNNI5LR0dHdja2ooK4mkL5fb29tDT01M4rm3btti3bx969OghGlG/cOFCGBkZYcaMGRp5POpQqlQpHDt2DHPnzsXs2bNF+yZMmAAzMzMMGjRIS9kRqY7F7wJCEAT8+uuvAL5Oo1FdyahYPT09DBgwANOnT8exY8dw9+5dOKeu00ykitatxdtv3gABAUD69d3bt1dPf5UqAZcv/7etbP3urKQvfqefTp2IiIiIiIiIiIiokLt9+zamTZumMIpXGX19fTg6OqJatWryr9WqVUOVKlVgaGiYB9lmLDExER8/fpQXw8PDwxEeHo53795h/vz5Gus3JSUFb968wZs3b3DhwgWF/VKpVFQcTztyvFatWtiyZQsGDBgAmUwmP2bmzJkwNTXF2LFjNZZ3buno6GDWrFmwt7fHkCFDRPt++OEHeHp6wt7eXkvZEamGxe8C4urVqwgKCgIAeHh4ZNjO09MT06dPBwB4e3uz+E05U7361zWzg4P/i82c+bUAnlaHDurpL32hmiO/iYiIiIiIiIiIiLItPDwcP/74o2gNbGXKlCmDjh07olOnTnB3d4exsXEeZagafX19WFtbw9raWmHfzJkz0bNnTxw9elRh34wZM2BnZ4d3797h7du3ePv2LQIDA/H69WvExsbmOi+ZTIagoCAEBQXhn3/+UdgvkUggCIJCfNy4cfj8+TOmTZsGAwODXOehKYMHD8bnz58xceJEeSwhIQEbNmzg+t9UYLD4XUCcPXtWfr927doZtnN2doZUKoVMJhMdk1symQyxsbFc47uokEiAtm2BzZv/ix04IG7j4PB1bXB1SF+oVrX4HR8vLtQrOycRERERERERERFRIRQcHAwPDw88efJE6X4HBwf069cPnTp1gouLC6RSaR5nqF76+vrYt28funfvDl9fX9G+lStX4syZMxg2bJgoLggCwsPD5YXwtLfAwEC8evUKMTExuc5NWeE71Zw5czBnzhzY2NgoXW/cwcEBZcuW1fqo+wkTJuDhw4fYunWrPLZp0ybMnj0bOjo62kuMKJtY/C4gHjx4IL+f2dQSBgYGsLS0RGhoKB4+fJirPt+8eYPhw4fj9OnTCA4ORlJSEvT19eHi4oLevXtj2LBhCuuOZ0dw+iJlOiEhITlNmdTJy0tc/E5v6FBAXX8kpS9UBwYCSUmAkrVTlHr16uua5Glx2nMiIiIiIiIiIiIq5J49ewZPT08EBgYq7CtdujRmzJiBoUOHQl9fXwvZaY6BgQEOHDiAbt264fjx4/L4ly9f4OnpCX9/f9StW1cel0gksLS0hKWlJerVq6dwPkEQ8OnTJ1FBPH2RPCoqSi25v3v3Du/evcPltEuBpmFhYQE7OzvY29vDzs5OdN/e3h62trY5qs1klyAICkXuDx8+ICQkBHZ2dhrrl0hdJEJmH0OhfMPV1RVXr14F8LV4bGtrm2FbZ2dn3Lt3DwDw6dMnmJmZqdyfRCIBANja2mLo0KHy6dOvX7+OdevWISIiAlWqVMHRo0dRtWrVHJ07O4KCgvjLVFsE4evI7hs3FPcZGn4tOJcpo56+Pn4ELCzEsefPs1/A9vEBOnf+b7t0aeD9e/XkRkRERERERBkKDg6Wf0if/8NTQcCfWSIqTO7fvw9PT0+EhoaK4iVKlMDkyZPx008/5dtpzdUlPj4eXbt2xcmTJ0VxMzMz+Pv7o06dOmrpRxAEREREKB01/vr1a7x69QqRkZFq6Ss7TE1NYWVlJb+VLl1aft/S0hLFixeHiYmJws3Q0BDJyclITExEYmIikpKSEB8fjzdv3uDx48d4/PgxLl26hJs3b4r6s7W1xZs3bwr8rAGU/2jibzOO/C4g0n6iKKspL9J+4icqKipHxW8AaNKkCXx9fVGiRAl5rGvXrhg+fDiaNm2Kp0+fok2bNrh58yZKlSqVoz4oH5NIgAULgDZtFEdV//ab+grfAGBuDpQsCURE/BdTpfjN9b6JiIiIiIiIiIioCAkNDYW7uzvCwsJEcUdHR5w+fTpPPtxz4MABzJkzB/r6+ujVqxeGDx+O4sWLa7zftAwNDXH48GF07twZp0+flsc/f/4MDw8PnD17Vj64LzckEgnMzMxgZmaWYUE9tTiedtT4y5cvla5NnltRUVGIiorCixcv1H5uZX788UcWvqnA4E9qAREXFye/n9X0JGn3x8bG5qi/V69e4fTp06LCd6py5cph+fLlAIDAwEDMmzdPpXMHBQVlert+/XqOciYN8PQEtm0DUj9QIZEAI0cCo0ertx+JRLFgrcqLNovfREREREREREREVITMmTNHofBdt25dXLhwIU8K3wEBAejZsyfu3buHGzduYNKkSbC2tsaiRYuQkJCg8f7TMjQ0xJEjR+Du7i6Kf/r0Ce7u7rh//36e5FGyZEnUrl0bXbp0wZgxY7Bs2TIcOXIEiYmJaN++vdJjmjVrhrp168Lc3DxPcswJZ2dnjBo1SttpEGUbi99qlpycDIlEkuvb1q1bRedNO5o7MTEx0xzS7jcyMsrR43BwcMh0zYiuXbvKR3tv3boVMpks2+dOXaMio5u1tXWOciYN6dfva3H5/HkgNBRYu1Z9a32nlX6Ud/qCdmZY/CYiIiIiIiIiIqIi4sWLF9i4caMo1rRpU5w9exaWlpZ5ksPTp0+RflXd2NhYTJ48GTVr1sSxY8cU9mtSsWLFcPToUbRs2VIU//jxI9zd3fHo0aM8yyU9PT09eHt7o3Hjxgr74uLicP78eXz8+BGRkZF4+PAhTp48iT/++AOzZs3CkCFD0LZtW9SoUUPpYEVNKl++PDZs2IBr167BxMQkT/smyg1Oe15AmJqayu/Hx8dn2jbtKPG0x6mTjo4OateuDX9/f0RERCAgIAA1atTQSF+UD9jYfL1pkjpHfmd3unQiIiIiIiIiIiKiAmbGjBlITk6WbxsYGGD37t15Whz18PCAlZUVPnz4oLDv+fPn6NSpE9q1a4dly5ahatWqeZKTkZERfHx80KFDB/z999/yeFhYGNzd3XHhwgVUrlw5T3LJKLfmzZvj4cOH8viNGzfwzTff4NixYzA1NUX16tVRvXr1DM8TFRWFkJAQfPjwAR8+fEBoaKj8fup2eHg4YmJiEB0djejo6CwHVKbmV7VqVVStWhWOjo5wcXFB27ZtoavLMiIVPPypVTNdXV0EBATk+jzpRz87ODjg6tWrAL6u5WFra5vhsaGhoQCA4sWL53i97+ywsrKS33///j2L35Q76Yvf2R35nZgIvH6d+bmIiIiIiIiIiIiICoH79+9j9+7dotiPP/6YJ1Odp2VsbIzDhw8rHc2c6vjx4zhz5gzGjx+PmTNnZjrbrDrz8vX1Rbt27fDPP//I4+/fv0erVq1w4cIFlC9fXuN5KGNubo6TJ0+icePGePPmjTx+5swZeHl5YdeuXdDR0cn0HKampjA1NUWVKlWy3W9iYiJiYmIQFRWF+Ph46OnpQV9fX/TVyMgIEokkx4+NKD9h8VsDHB0d1X7OmjVryu8HBQWhbt26StslJCTI1/nQdDE67VTnWf1CJsqSspHfMlnWU6wHBn5tl9m5iIiIiIiIiIiIiAqB/fv3i7aLFy+OKVOmaCUXV1dX3L59G506dUJwcLDSNklJSVi4cCEOHDiAzZs3o3nz5hrPy9jYGH5+fmjdujWuXLkijwcHB8sL4Pb29hrPQxlbW1ucOnUKTZs2RXh4uDy+b98+WFhYYPXq1WovQuvr60NfX1+jgyWJ8hOu+V1AtGrVSn7/zp07Gba7e/euvCid9hhVrF69Gn/99VeW7d6/fy+/z3W6KdfSF6wTEoA0n37LUPoR4ubmAF/EiYiIiIiIiIiIqBC6f/++aLt///4oVaqUlrIBateujRs3bqBp06aZtnv27Bnc3NwwcuRIREZGajwvExMTHD9+HPXq1RPFX79+jVatWiEkJETjOWSkatWqOH78uMI62mvXrsWcOXO0lBVR4cHidwHRqFEj+bQl/v7+GbY7c+aM/H7Pnj1z1NeSJUuwYMGCTNskJCTg9u3bAABLS0uVptggUqp0aSD9mjSPH2d93NOn4m2O+iYiIiIiIiIiIqJCKu160QBQp04dLWXyn9KlS8Pf3x8//PBDlm3Xr1+PGjVqwNfXV+N5lShRAidPnoSTk5Mo/vz5c7i7uytdrzyv1KtXD4cOHYK+vr4oPmvWLKxdu1ZLWREVDix+FxASiQTTpk0DAFy8eBGPlRQFk5OTsXXrVgBAhw4d4OzsrNAmOjoaHh4eKFmyJFasWJFhf0+fPsXLly8z3L9r1y75p7OGDh3KtSAo9yQSoFo1cSwgIOvjHj0Sb6c/BxEREREREREREVEhEBcXh+fpZsJMu2SqNunr62PNmjXYtGkT9PT0Mm0bHByMjh074rvvvsPHjx81mpe5uTnOnDmDauneNw4ICICnpyc+ffqk0f4z4+HhgR07dijUV0aPHo19+/ZpKSuigo/F7wJk6NChaNq0KQRBwNChQxEXFyfaP2vWLDx79gwlS5bEsmXLlJ5j586d8Pf3x5cvXzBhwgTExMQobScIAgYOHIioqCiFfXfu3MGECRMAfF3ffPLkybl8ZET/z9FRvJ2dkd8sfhMREREREREREVER8PjxY/myp6mqV6+upWyUGzJkCM6fP48yZcpk2Xb37t1wcnLC6dOnNZqTpaUl/P39USndrKH37t1D69at8eXLF432n5mePXtizZo1opggCOjXrx8uXbqkpayICjYWvwsQXV1dHDp0CA0bNsTFixfh4uKCxYsXY+3atejYsSPmz58PCwsLHD58GJUrV1Z6jvQvjIIgKLRJHTF+4cIFVK1aFRMnTsQff/yB9evXY8CAAWjYsCE+ffqE+vXr49SpUyhevLj6HywVTaqO/BYExeJ3Pvtjj4iIiIiIiIiIiEgd3r9/L9q2srKCsbGxlrLJWOPGjXHz5k00bNgwy7bv3r1D69at8b///Q/x8fEay8na2hpnz56Fg4ODKH7z5k20a9cuw4GCeWHkyJGYPXu2KJaYmIiuXbtmOkMvESnH4ncBY2FhgYsXL2Lt2rUoWbIkfv31V0ycOBEvXrzApEmTcO/ePbi5uWV4fN++fdGiRQsUL14cS5YsgYmJiUKbI0eO4MGDB5gzZw6qV6+OXbt24YcffsC4ceNw9uxZdOzYEfv27cOVK1dgb2+vyYdLRY2qI7/DwoD009Jw5DcREREREREREREVQmZmZqLtL1++KB3glh/Y2Njg77//xuDBg7PVftmyZWjQoAHu37+vsZzs7e1x9uxZ2NnZieJXrlzBN998g8TERI31nZUZM2YorJkeHh6Ojh07anVkOlFBJBHy629GKrKCg4PlRfWgoCCFFyIqxJ4+BapWFcfCw4FSpZS3//tvoEWL/7YNDICYGEBHR2MpEhERERER0X/4PzwVNPyZJaKC7OXLl6hYsaIoFhkZCVNTUy1llDVBELBx40b8+OOPSEpKyrK9gYEBFi5ciJ9++glSqWbGbz59+hRubm4KI+l79eqFXbt2QUdL7y8nJyejc+fOOH78uCjeunVr+Pr6QldXVyt5EWmSJv4248hvIso/KlQA9PTEscxGf6ef8rxqVRa+iYiIiIiIiIiIqFCytLRUiIWFhWkhk+yTSCQYPnx4ttcBT0hIwLhx49C2bVu8e/dOIzlVqVIFZ86cgbm5uSi+b98+jBo1Smuj6XV1dbFnzx7UrFlTFD916hR++umnfDvKnyi/YfGbiPIPXV0g/Xr1ma37nX4f1/smIiIiIiIiIiKiQsrExASGhoai2IcPH7SUjWpS1wF3dXXNVvvTp0/DyckJJ0+e1Eg+NWrUwPHjxxXWTN+wYQOmT5+ukT6zo3jx4jh27BisrKxE8XXr1mH16tVayoqoYGHxm4jyl/Rrdqsy8pvrfRMREREREREREVEhJZFIFEZ/v3nzRkvZqM7Gxgbnz5/HiBEjstX+48ePaNeuHWbNmoWUlBS159OgQQMcPnwY+vr6oviCBQuwdOlStfeXXeXKlcORI0dgYGAgio8dOxZ+fn5ayoqo4GDxm4jyF0dH8XZmxW+O/CYiIiIiIiIiIqIipFq6AUDnzp3TUiY5o6+vj3Xr1mHTpk0KRWdlBEHA7Nmz0bZtW41M8e7h4YFdu3YprC8+YcIEbNmyRe39ZVejRo2wdetWUUwmk6FPnz64f/++dpIiKiBY/Cai/CX96O2HD5W3+/IFSL/mC4vfREREREREREREVIi5u7uLts+cOaOlTHJnyJAhuHDhAmxtbbPV/syZM6hbty5u3ryp9ly6d++OjRs3KsSHDBmCQ4cOqb2/7OrTpw9mzZolikVFRaFTp04IDQ3VTlJEBQCL30SUv9SsKd5+/RqIiFBsl74orqMDVKqkqayIiIiIiIiIiIiItM7T01O0/fz5c7x+/Vo7yeRSw4YNcePGDTRt2jRb7YODg9G0aVPs3r1b7bkMHjwYixYtEsVSR1qfP39e7f1l18yZM/Htt9+KYoGBgejatSvi4uK0lBVR/sbiNxHlL9WqAXp64tjdu4rtbt1SPC4b0+QQERERERERERERFVTOzs6wsLAQxQrq6G8AKFOmDPz9/TFq1KhstY+Pj8d3332HqVOnqn0d8IkTJ2Ly5MmiWGJiIrp164aA9Etw5hGJRII///wTrq6uovjVq1cxaNAgCIKglbyI8jMWv4kof9HXB2rUEMfu3FFsl356m7p1NZYSERERERERERERUX4glUoLzdTnqfT19bF69WqsWrVKYe3tjCxcuBDdu3dHbGysWnP59ddfMXToUFEsIiIC7du319pU44aGhjh8+DAcHBxE8T179mD27NlayYkoP2Pxm4jynzp1xNvKit/pR367uGgsHSIiIiIiIiIiIqL8wsPDQ7R94sQJtReBtWH06NHw8fGBiYlJttofOXIErVq1QlhYmNpykEgkWLduHbp27SqKv379Gp07d9ba99nKygo+Pj4wNTUVxWfPno1du3ZpJSei/IrFbyLKf2rXFm//+694Oz5ecc1vjvwmIiIiIiIiIiKiIqBt27aQSCTy7S9fvsDb21uLGalP+/btcenSJdjb22er/bVr19C4cWO8ePFCbTno6Ohg586dqF+/vih+/fp19O3bV+3TrWdXzZo1sW/fPoXR8YMGDcK/6d9DJyrCWPwmovynQQPx9qNHQETEf9s3bgBp/8CQSABn5zxJjYiIiIiIiIiIiEib7Ozs0KZNG1Fs48aNWspG/ZycnHDt2jXUq1cvW+2fP38OV1dX3L17V205GBkZwcfHR2Gq8UOHDmHSpElq60dVbdu2xYoVK0SxhIQE9OrVC58/f9ZSVkT5C4vfRJT/1Knzde3vVIIAXLv23/bFi+L2Tk5AuuleiIiIiIiIiIiIiAqrYcOGibYvX76MBw8eaCkb9bO2tsbff/+Nb775Jlvtw8LC0LJlS9y8eVNtOZQuXRp+fn4oWbKkKP77779jzZo1autHVaNHj8aoUaNEsdevX2PQoEEQBEFLWRHlHyx+E1H+Y2AApP9U3+XL/93/5x/xvqZNNZ8TERERERERERERUT7RsWNHlClTRhTbtGmTlrLRDCMjI3h7e2Py5MnZav/582e4u7vjWtqBVLlUrVo1HDx4EHp6eqL4Tz/9hGPHjqmtH1UtW7YMTZo0EcUOHz6sMCqcqChi8ZuI8qfGjcXbZ89+/ZqSIi6EA0CzZnmTExEREREREREREVE+oKenh0GDBolif/31F+Li4rSUkWZIpVIsXLgQGzZsUFjrWpkvX77A09MT169fV1sOLVu2xObNm0UxmUyG3r17486dO2rrRxV6enrYs2cPSpUqJYpPmjRJrY+dqCBi8ZuI8qcWLcTbly8Dnz9//Zp2/W+AI7+JiIiIiIiIiIioyBkyZIhoOyIiAnv27NFSNpo1bNgw7N27F/ppl8vMQFRUFDp06IBnz56prX8vLy/MmjVLFIuNjcU333yjtbW27ezssH37dlEsKSkJvXr1wqdPn7SSE1F+wOI3EeVPLVsChob/bctkwKlTwJEj4nZOToCtbd7mRkRERERERERERKRl5cuXR+vWrUWxhQsXIiUlRUsZaVaPHj3g6+sLY2PjLNuGh4ejbdu2CA0NVVv/M2fOhJeXlyj26tUr9O3bFzKZTG39qKJdu3aYOnWqKBYYGIiBAwdy/W8qslj8JqL8ycjoawE8rR07gIMHxbEuXfIuJyIiIiIiIiIiIqJ85McffxRtP336FPv27dNSNprn4eGBs2fPwtzcPMu2L1++RIcOHRAbG6uWviUSCTZt2gRXV1dR3M/PD/PmzVNLHzkxZ84cNEu3NOjRo0exbNkyLWVEpF0sfhNR/tW1q3j72DHg1StxjMVvIiIiIiIiIiIiKqI6dOiAOnXqiGJz584ttKO/AaBBgwY4c+ZMtgrgN2/exNixY9XWt76+Pry9vWFlZSWKz5o1CydOnFBbP6rQ1dXF7t27YWlpKYpPnjwZV69e1UpORNrE4jcR5V/ffQcUL57x/jp1gLp18y4fIiIiIiIiIiIionxEIpFg5syZolhAQAAOHDigpYzyRp06dbJdAN+0aRP27t2rtr5tbW2xd+9e6OjoyGOCIOC7777Dq/SDt/KIra0tduzYAYlEIo8lJydz/W8qklj8JqL8y8QEGDgw4/0TJwJpXsyJiIiIiIiIiIiIipouXbrA2dlZFJs7d67W1qHOK6oUwIcNG6bWwnSLFi2wcOFCUezz58/o0aMH4uLi1NaPKlq3bo1p06aJYkFBQejfv3+h/1kgSovFbyLK32bMAMqVU4w3awb06pX3+RARERERERERERHlIxKJBDNmzBDFHjx4gEOHDmkpo7xTp04dnDp1CiYmJpm2i4yMxMSJE9Xa9/jx49G9e3dR7NatWxg9erRa+1HFrFmz4ObmJoodO3YMS5cu1VJGRHmPxW8iyt9KlQJ8fAB7+/9iTZsCR48CaaaVISIiIiIiIiIiIiqqunXrhpo1a4pis2fPLtRrf6dycXHBgQMHoKurm2m7AwcO4PLly2rrVyKR4M8//0TVqlVF8T///BPbtm1TWz+qSF3/O/2a5FOnTlXrYyfKz1j8JqL8r1Yt4NUr4OFD4MED4Px5oGRJbWdFRERERERERERElC9IpVKF0d/379/H9u3btZRR3mrdujX++OOPLNtNmjQJgiCord/ixYvj4MGDMDY2FsV/+uknBAcHq60fVVhbW2Pnzp2i9b9TUlLQp08fREVFaSUnorzE4jcRFQw6OkD16kCNGhzxTURERERERERERJRO9+7dUaNGDVHs559/RmxsrJYyylteXl6YO3dupm0uXbqER48eqbXf6tWrKxTeIyMjMWzYMLUW2lXh4eGh8GGIoKAgTJ8+XSv5EOUlFr+JiIiIiIiIiIiIiIgKOB0dHSxevFgUe/fuHX7//XctZZT3pk2bho4dO2ba5uDBg2rvt3fv3ujXr58odvz4cWzdulXtfWXXzJkz0aJFC1Fs1apVuH79unYSIsojLH4TEREREREREREREREVAm3btoWnp6cotnDhQrx//15LGeUtqVSKbdu2oVy5chm2OXz4sEb6XrFiBaytrUWxcePGaW36cx0dHWzevBmGhobymCAIGDZsGJKSkrSSE1FeYPGbiIiIiIiIiIiIiIioEJBIJFi8eLFoveeYmBj88ssvWswqb5mbm2Pfvn3QyWD5zMePH2ukXzMzM2zYsEEU+/LlC4YPH6616c8rVqyo8NzfvXsXy5cv10o+RHmBxW8iIiIiIiIiIiIiIqJCwtnZGQMHDhTFNm/ejAcPHmR5rCAIuHPnDnbs2IGtW7fi6NGjePToEVJSUjSVrkY0aNAAo0ePVrovNjZWY8XoTp06KUx/7ufnh23btmmkv+wYP348atWqJYr98ssvePXqlZYyItIsFr+JiIiIiIiIiIiIiIgKkblz58LIyEi+LZPJMHHixEyPCQgIgIuLC+rUqYN+/fph4MCB6NKlC2rUqAEzMzO0bdsWK1euLDBF09mzZ8PKykrpPk1O+718+XKUKVNGFBs7dizevn2rsT4zo6enh40bN4pmA4iLi8PIkSO1NiKdSJNY/CYiIiIiIiIiIiIiIipEbGxsFIrdJ06cgK+vr9L2kZGR8PT0xO3bt5Xuj4qKwsmTJzFmzBhUqFABzZo1w5YtWxAdHa323NWlRIkSmD9/vkJcKpVCX19fY/2am5tj48aNotiXL18wffp0jfWZlUaNGuGHH34QxU6ePIk9e/ZoKSMizWHxm4iIiIiIiIiIiIiIqJCZMGGCwgjkMWPGID4+XqHt7t27VRqZfPHiRQwaNAhlypTBoEGD8O+//+Y6X01wcXFRiMlkMo33q2z687/++gtPnjzReN8ZWbBgAWxsbESxMWPG4NOnT1rKiEgzWPwmIiIiIiIiIiIiIiIqZExMTPDbb7+JYi9evMCSJUsU2j58+FAh5uLiolA8Ty8mJgZbtmxBgwYN4O7ujtOnT+ebqbQfPHiAXr16KcT19PTypP8lS5bA2NhYvi2TyTBr1qw86VuZ4sWLY/Xq1aJYWFgYJk2apKWMiDSDxW8iIiIiIiIiIiIiIqJCqG/fvmjcuLEotmDBAgQGBopiadcHB4DWrVvjxo0bCAkJQUhICPbt24f+/fujVKlSGfZ19uxZtG7dGi4uLvD29s6TEdbKJCUlYd26dWjQoAGeP3+usD+jdcDVzcrKCmPGjBHF9uzZg3v37uVJ/8p069YNXbp0EcX++OMP/P3331rKiEj9WPwmIiIiIiIiIiIiIiIqhKRSKdasWQOp9L9yUFxcHP73v/+J2tWtW1e0fe7cOYSHhwMAypQpg549e2Lr1q149+4dDh48iI4dO4rOmdbt27fRq1cvNGzYEBcuXFDzI8pYfHw81q9fj8qVK+OHH35AXFyc0nbv3r1DQkJCnuQ0YcIElChRQhT75Zdf8qTvjKxevRomJiai2PDhw5VOh09UELH4TUREREREREREREREVEjVrl0bI0eOFMUOHjyIU6dOybfbtGkDAwMD+XZSUhKWL1+ucC59fX1069YNPj4+CA4OxoIFCzKcGv3GjRtwc3PDN998g2fPnqnnwaSTkJAAHx8feHl5oXTp0hg5cqTCqPb0BEFAYmKiRvJJz8zMDOPHjxfFDh8+rNU10u3s7LBgwQJR7MmTJ1i8eLGWMiJSL4mQXxZfIPp/wcHBsLe3BwAEBQXBzs5OyxkRERERERERkTL8H54KGv7MElFR9fnzZ1SpUkU+mhsAqlSpgnv37smL3l5eXti+fbt8f/HixREYGIiSJUtmeu74+Hhs374dixYtUjrNOPB1ne3Jkydj+vTpoiK7qhISEvDvv//in3/+wT///IOLFy8iKioq02MMDAxEI70dHBzw6tWrHOegqsjISFSoUAEfP36Ux1q3bo2TJ0/mWQ7ppaSkoHHjxrh+/bo8VrJkSQQGBqJ48eJay4uKHk38bcaR30RERERERERERERERIWYmZkZFi5cKIo9ffoUy5Ytk29PmzYNEolEvh0ZGYkVK1ZkeW5DQ0MMHToUjx8/xt69e1G1alWFNklJSZg3bx7q1q2brTWvBUFASEgITp8+jd9//x0DBw5EvXr1UKJECTRr1gzTpk3D8ePHMy18u7q64siRIyhXrpwo3rBhwyz7V6fixYtj8uTJotipU6fw5MmTPM0jLR0dHWzYsEEUi4iIUIgRFUQsfhMRERERERERERERERVyAwcORIMGDUSxuXPnyqcJd3R0RM+ePUX7ly5dig8fPmTr/Do6OujVqxfu37+P1atXw8LCQqHNo0eP0LBhQ/z5558ICwvDnTt34Ofnh3Xr1mHChAn45ptv4OzsjOLFi8PGxgatW7fG+PHjsXXrVty8eTNba3W7u7vD398fFy5cwNGjR/H06VPR/vbt22fr8ajTqFGjYGVlJYodPHgwz/NIq3bt2ujataso9vvvv3PtbyrwWPwmIiIiIiIiIiIiIiIq5KRSKdasWSMa3R0bG4sxY8bIt6dPny7aHxUVhblz52a7D0EQEBcXBw8PD2zcuBHW1tYKbeLj4zF48GBYWVmhTp066NChA3744QcsXboUhw4dwr179xAdHa3SY2vatClWrFiB4OBgnDlzBs7Ozmjbti3++OMPUbuGDRvi+++/V+nc6mBkZIQePXqIYtoufgPAlClTRNvv37/HX3/9paVsiNSDa35TvsO1l4iIiIiIiIgKBv4PTwUNf2aJiIAffvgB69atE8WOHj2KTp06AQD69+8vKoDq6uri4cOHMDc3R0hISJa32NhYjeYvkUjg5OSEpk2bolmzZmjevLm8yB4ZGYnVq1dj6dKl+PTpk+g4fX193L59G9WrV9dofhnx9/eHh4eHKBYYGIiyZctqJZ9UrVq1wrlz5+TbFStWxOPHj6Grq6vFrKio0MTfZvzJJSIiIiIiIiIiIiIiKiLmz5+PAwcOiKYzHzp0KI4dO4YPHz7A1tZW1D45OVnpOt55wcjICDVq1ECtWrXkNxcXF5QsWVLeRhAE3LlzB/v27cOGDRsUit7A18L3tm3btFb4BoDmzZvD3NxclN+hQ4dEI++1YerUqaLi94sXL7B//3706dNHi1kR5RyL30RERERERERERERERIWcIAh4+/Yt7t69CxsbG1HxOzQ0FPXr19dabi4uLqhQoQIqVKiAihUromLFiqhQoQLs7e2ho6Oj0D42Nhb//vsv/Pz8sH//frx8+TLDc1tbW+PgwYNo1KiRJh9ClvT09NC5c2ds3bpVHjt48KDWi98eHh5wcXHBzZs35bGFCxeid+/eoinwiQoKFr8LMH9/fwwePBiBgYH45ZdfMGvWLLX38eDBA6xYsQL+/v4ICQlByZIlUbduXQwdOhRdu3ZVe39ERERERERERERERJQ7MpkMAQEBuH79Ou7evYu7d+/i3r17SkdFa0rJkiVhY2MDGxsb2Nrayr9OnDgRcXFx8naWlpa4ceNGhudJTEzE8+fPcffuXVy+fBlXrlzB3bt3kZycnGUO3bp1w+rVq2FjY6OWx5Rb3bp1ExW///nnH4SHh8PCwkJrOUkkEkydOlW0Jvndu3dx4sQJtGvXTmt5EeUUi98FUFRUFCZNmoQNGzZAk0u2//HHHxg1ahRSUlLg5eWFhg0b4s2bN9i4cSP8/Pzw3XffYdu2bVz3gYiIiIiIiIiIiIhIi5KSknDr1i38888/+Oeff3Dp0iV8/PhRI31ZWlrC2tpadCtTpoxCzMjICMDXEefv37/HtWvX4Ofnh/j4eNH59PT0EBcXh6CgIAQFBeHNmzd48uQJAgIC8PjxY7x48QIpKSkq5ditWzfMnDkTtWvXVtfDVgtPT08YGBggISEBwNfvzZMnT7Ra/AaArl27okqVKnj69Kk89uuvv7L4TQUSq5YFTOpo76CgILi7u+PMmTMa6cfX1xfDhg2DTCbDoUOHRKO8hw4dCldXV+zatQtmZmZYvXq1RnIgIiIiIiIiIiIiIiLloqKicPz4cRw+fBi+vr6IjIxU27m7d++OMmXKYM2aNaK4g4MDnj59Cj09PSQlJSEsLAyhoaH48OEDQkNDcfXqVfl2SEgInj59isDAwEz7evfunbxQnhsODg7o0aMHvLy8UKtWrVyfTxOKFSsGS0tLBAcHy2NfvnzRYkZf6ejoYPLkyRg8eLA8lvohiiZNmmgxMyLVsfhdgJw7dw6enp6oVKkSLly4gKSkJI0UvxMSEvDDDz9AJpOhd+/eCtOblytXDgsWLMDAgQOxdu1aDBgwAPXq1VN7HkRERERERERERERE9J/4+Hjs27cPe/fuxZkzZ5CYmKjyOYoXL46aNWuiSpUqsLW1xfz58xXaDB06FPHx8Xjy5ImoDvH69Wvo6+vn6jGoi1QqhZOTE9q1a4cePXqgTp06BWKN6hIlSoiK3xEREdpLJo2+ffvil19+EeX266+/4tixY1rMikh1LH4XINHR0Rg7dizmz5+PYsWK4fz58xrpZ/v27Xjz5g2Ary9wyvTp0wc//fQToqKiMH/+fBw6dEgjuRARERERERERERERFXWvX7/G+vXrsXnzZpWmM7e3t0f9+vXh7OwMJycnODs7w9zcHBcvXsSFCxdw5coVpce1bdtWXamrjbW1NVxcXODq6gpXV1fUr18fJiYm2k5LZSVKlBBt54eR3wCgr6+P8ePHY9y4cfKYn5+f1tckJ1IVi98FSMeOHdGpUyeN9+Pt7Q3g6y+6Zs2aKW1jaGiIpk2b4vjx4zhx4gSio6ML5IsMEREREREREREREVF+9eDBA0yfPh1Hjx6FIAhZtrewsICDg4P8lpycDB8fHxw8eDAPss29kiVLwt7eHhUqVEC1atXg6Ogov6UvGhdUJUuWFG3nl5HfwNcBkT///DNiY2MBfF2T/Ny5c+jZs6eWMyPKPha/C5C8mK4jJSUFFy5cAABUr1490+lL6tSpg+PHjyM+Ph6XL19G69atNZ4fEREREREREREREVFhFxYWhl9++QUbNmyATCbL9nHh4eEIDw/HjRs3NJhdzlSoUAHW1tawsrJC6dKlUbp0adjZ2cHe3l5+MzU11XaaGpf+MeaXkd8AYGxsjObNm+PEiRPy2JkzZ1j8pgKFxW8Sef78OeLj4wF8nQ4lM2n3P3z4kMVvIiIiIiIiIiIiIqJckMlkWLVqFX755Zd8VRTNSOPGjVG5cmVYWlrC3Nwc5ubmKFWqlPy+ubk5LC0tUaxYMW2nmm/cvn1btG1mZqalTJTz8PAQFb/9/f21mA2R6lj8JpHXr1/L75cuXTrTtmn3pz0uK8HBwZnuDwoKkt8PCQnJ9nmJiIiIiIiIKG+l/b89OTlZi5kQEREVbIIg4Nq1a3B1ddV2Kgp8fX1RpUoV1K5dGzExMfL4tGnTMH/+fC1mVvC8fPkST58+FcVatWqlpWyUc3d3F22/ePECr169Qvny5bWUEZFqWPwmkaioKPl9Q0PDTNum/aRW2uOyktWI8rQaNGiQ7bZEREREREREpD1hYWFwcHDQdhpEREQFRmhoKM6cOYPTp09j27ZtGu/P1NQUnTt3hoeHB5o3bw57e3vo6emJ2vz9999o0aKFKLZz507s3LkTI0aMwNKlS+XxPXv2YN68eXmyZGthcfz4cdG2paUlXFxctJSNck5OTrCwsEB4eLg85u/vjyFDhmgxK6Lsk2o7Acpf4uLi5PczW+87/f7Y2FiN5UREREREREREREREVBg8ffoUM2bMgLOzM8qUKYO+fftqpPBdvHhx9OnTBzt37kRYWBgEQUBkZCR27NiBAQMGoEKFCgqFbwBwc3ODl5eXKLZr1y74+/vj22+/FcWVjWKmzPn5+Ym227ZtC6k0f5XqpFKpwuhvTn1OBQlHfqtZcnKy0hcMVW3ZsgUDBgzIfUIqSjuaOzExMdO2afcbGRllu4+005orEx8fj8ePH6N06dKwtLSErm7B+DENCQmRj1S/fv06rK2ttZwR5RSfy8KBz2PhweeycODzWHjwuSw8+FwWDnweC4+C+lwmJycjLCwMAFCrVi0tZ0NERJQ/ffz4EXv37sVff/2Fa9euqXSsVCqFo6MjXFxc4OLigqtXr2LPnj0Ztnd3d8fw4cPRpUuXLAe4ZWTx4sU4evQoIiIi5LEff/wRd+7cgY2NDd69eyePnz9/HlWrVs1RP0XN9evXcfr0aVGsffv2Wsomcx4eHti7d69829/fHzKZLN8V6omUKRhVRcozpqam8vvx8fGZtk07SjztcVmxs7PLsk2lSpWyfb78yNraOluPk/I/PpeFA5/HwoPPZeHA57Hw4HNZePC5LBz4PBYeBe255FTnREREyp0/fx4rV67EsWPHkJSUpNKx//vf/9CtWzfUrl0bJiYmAIBFixZlWPju2bMn5syZA0dHx0zPGxERgQsXLuDOnTsIDw/H58+fkZiYCAsLC1hZWcHW1haVK1fGuHHj8Msvv8iPCwgIwOrVq9GiRQvs2rVLHr9y5QqGDx+u0mMrij59+oRevXqJfg709fXRunVrLWaVsfQjv8PCwnD//n04OztrKSOi7GPxW810dXUREBCQ6/No6xPeaf9hDQ0NzbRt2v38R5eIiIiIiIiIiIiI6Ou62bNmzcL58+dVPrZt27Y4ePCgaJZW4Gvhe/LkyQrtnZycsHnzZtSvX1/p+QICAvDjjz+qZdrq8ePHY+LEiaLYixcvcn3ewk4mk8HLywuBgYGi+Pjx42Fubq6lrDJXvnx5VKhQAS9fvpTH/P39WfymAoHFbw3I6pNV+VmlSpVgaGiI+Pj4LKcnDw4Olt+vUaOGplMjIiIiIiIiIiIiIsq3Lly4gFmzZuHcuXOZtrOysoKurq5o+nAAqFu3Lry9vRUK32fOnFFa+B4zZgwWLlwIQ0NDUVwmk8Hb2xt9+vTJ4SPJ2OLFi0Xbr1+/Vnsfhc1vv/0GX19fUaxZs2aYM2eOljLKHg8PD2zcuFG+ffHiRfzvf//TYkZE2cPJ+UlER0cHzZs3BwA8evQo03W/b926BQAwNDRE48aN8yQ/IiIiIiIiIiIiIqL85OPHj+jZsyfc3NwyLHwbGBigd+/e8PX1xbNnz6CrKx6baG9vD19fX/kU56nCwsLg5eWlcL7ff/8dy5cvVyh8P3v2DE2bNtVI4VuZrJZPLcpiYmIwYsQITJs2TRS3srLCnj17FH4G8pv0Az2jo6O1lAmRalj8JgU9e/YEACQmJuLixYtK28THx+PSpUsAvk7Dkv4FmYiIiIiIiIiIiIiosDt9+jRq1aqF/fv3K91vZ2eHVatW4f3799izZw/at2+P1atX482bN6J2K1asQJkyZRSOnzlzJkJCQkSxX3/9FePGjVNoe/nyZTRo0ABXrlzJxSNSjUQiybO+CpJ///0XderUwYYNG0RxiUSCXbt2wcbGRkuZZZ9MJhNtS6UsKVLBwJ/UIiY6OhoeHh4oWbIkVqxYobRNv379ULZsWQDA5s2blbbZt28fIiMjAUDhU0tERERERERERERERIVZfHw8xo0bh9atWysUpwHA1tYWa9aswfPnzzF69GiULFkSACAIgmgqaQBo2bIlunbtqnCOt2/f4s8//xTF2rZti0mTJim0ffHiBTp06ICIiIgMc65duzbWrVuHly9fIiUlBYIgiG6JiYn4/Pkznj9/jgMHDmDSpElo0KBBpt+H/LpmtbYkJydj3rx5cHV1xbNnzxT2z5s3D+7u7lrITHUpKSmibR0dHS1lQqSa/D2nAqndzp074e/vDwCYMGEChgwZAmNjY1EbAwMDrF27Fp07d8aePXvQp08fdO7cWb7/zZs3mDp1KgBg1KhRqF+/ft49ACIiIiIiIiIiIiIiLfr8+TNat26NGzduKOwrVaoUZs+ejcGDBytMSQ4A169fR2BgoCj222+/KR1BvWzZMtHSpPr6+ti8ebPCCFxBEDBgwIAMC9+///47xowZk+XIXT09PZQsWRIlS5ZExYoV8c033wD4Okuss7MzHj9+rHBMjRo1Mj1nUREfHw9vb28sW7YMt2/fVthvZGSE5cuXY8iQIVrILmc48psKKha/C5jTp08jNDQUABAQECCP37t3Dzt27JBv9+3bV+nx6X9ZCYKgtF2HDh2wYcMGjBo1Cj169ICXlxcaNmyIN2/eYMOGDQgLC8O3336L5cuX5/IREREREREREREREREVDBERERkWvtu0aYMtW7bA2to6w+P37t0r2q5SpQrq1aun0E4QBIW2gwYNgq2trUJbPz+/DJcwnTRpktIp0lWhr6+PlStXonXr1gr7XFxccnXugi4wMBDr16/H5s2bER4errRNw4YNsX37dlSuXDmPs8sdjvymgorF7wJm/vz5+PvvvxXihw4dwqFDh+TbGRW/+/bti3379uHWrVuYM2dOpmt1DxkyBI0aNcLy5cvh7++PHTt2oGTJknBxccGwYcPQrVu33D+gQsTOzi7DDxNQwcLnsnDg81h48LksHPg8Fh58LgsPPpeFA5/HwoPPJRERUf4XGRmJdu3aKRS+DQ0NsWjRIowePTrLNbB9fHxE271791Z6zP379xEcHCyKjRo1Suk5//jjD6VxqVSKCRMmZJpPdnl6eiqNZzUtemEkk8lw5swZrFmzBseOHVMYdJhKR0cHM2bMwM8//wxd3YJXjuPIbyqoCt7VVsSdP38+V8ebmpri3Llz2W5fs2bNDNf9JiIiIiIiIiIiIiIqCmJjY9GhQwdcvXpVFLe1tcWJEydQs2bNLM8RFxeHFy9eiGKdOnVS2vbUqVOi7XLlyimdYjwpKQknTpxQeo5atWrB0tIyy7yyIygoSGl8y5Yt8PDwUEsf+VlgYCD8/f1x9uxZnD17Vuk672lVqVIF27ZtQ6NGjfIoQ/VLP/KbxW8qKFj8JiIiIiIiIiIiIiIiysT06dMVpha3trbG2bNnUaVKlWyd48WLFwozvVSrVk1p27TLngKAh4eH0hHiDx8+RFxcnNJzlCtXLlt5ZSU6OhqdO3dWum/Xrl0YN26c0qnbC7LQ0FCcO3dOXvB++fJlto5zd3fHqFGj0KlTpwI52jut9CO/Oe05FRQF+8ojIiIiIiIiIiIiIiLSoBs3bmDFihWimJWVFfz9/bNd+AaAp0+firZtbGwyXJr0+fPnou2qVasqbZdZUfbp06dISUnJVdHyw4cP6NixI+7cuZNhm4kTJ+Ls2bNZTvmeHyUnJ+PFixd49OgRAgICEBAQgNu3b+Phw4fZPoepqSn69++PH374IcMPMxREERERom2O/KaCgsVvIiIiIiIiIiIiIiIiJZKTkzF06FDRKFgDAwOcPn1a5UJnYGCgaLtSpUoZtn39+rVou2LFikrbffjwIcNzPH78GDY2Nujfvz8mTpyo8hToV65cwffff49Xr15l2u78+fM4fvw42rdvr9L584ogCIiKisKLFy/kBe7U27Nnz5CUlJSj89aoUQOjRo1C3759YWpqquastSs5ORn79+8XxTL6GSTKb1j8JiIiIiIiIiIiIiIiUmLFihUKo55nzJgBJycnlc+Vfg1lIyOjDNvGxsaKts3MzJS2S0hIyLTPDx8+YPHixdi0aRO2b9+Ojh07ZplndHQ05s+fj0WLFilMfV2qVCmcPXsWHTt2FK0DPmnSJLRu3TpPp/pOSUlBWFgYQkJC8P79e9HX9LH038+cKFWqFFq1aiW/Va5cuUCOds+OU6dOKaxr3qdPHy1lQ6QaFr+JiIiIiIiIiIiIiIjSSUxMxK+//iqK1ahRAxMnTtR43+lHI+vr6yttZ2BgkK3zRUREoGvXrvj777/RpEkTpW2Sk5Oxbds2zJgxQ6HwCXxdQ/zEiRNwdHTEvHnz0L9/f/m+hw8fYtu2bRg8eLA8JggCUlJSkJCQgMTERKVfU+/HxMQgKioKkZGRiIyMlN/PLBYREaFQnFcnExMTuLm5oVWrVnB3d0etWrWKzNTfW7ZsEW3Xq1cPNWvW1FI2RKph8ZuIiIiIiIiIiIiIiCid48eP4+PHj6LYxo0bIZPJ8PnzZ8TGxiIuLk7+Ne39hIQEJCUlITk5WX5bvny56FwnTpzAzz//jOTkZIW2X758EbUdMGAAGjZsCJlMBkEQIJPJIJPJFKamzkxKSgqaNm2K5s2bi84TExODe/fuZXl8REQEunTpAplMhuTkZIX9Q4YMwfjx4yEIgry4LQhCtvPTptKlS6NatWrym4uLC+rXrw89PT1tp5bnPn78iKNHj4piAwcO1FI2RKqTCAXlNw8RERERERERERFRLgQHB8Pe3h4AEBQUBDs7Oy1nRER5KSUlBV++fMHnz5/x6dMnfPr0SX5f2dcLFy4onEMikRSYgi4pcnBwEBW5U2/m5ubaTi3fWLVqFX766Sf5toGBAUJCQjKcep8oNzTxtxlHfhMRERERERERERERUYGVkpKC0NBQvHnzBkFBQQgKCpLfDw4ORnh4OD59+oQvX77kunDNwnf+I5VKUbp0aVhbW6NMmTKZfi1WrJi208330k953rVrVxa+qUApGosTEKkgPDwcM2bMQM2aNWFiYgJzc3O4urpi5cqVSExMVFs/fn5+6Ny5M2xtbWFoaIjy5ctj4MCBuHXrltr6KKrCw8Oxbt06dO3aFeXKlYOhoSGMjIxQvnx59O7dGz4+Prn+I/X8+fOQSCTZui1ZskRNj6xoadGiRba+vyYmJmrpj9ek+g0YMCDb10nqrWvXrir3w+tRvQRBwOrVq2FiYgKJRILz58+rdPzly5fx3XffoWzZsjA0NIS9vT169eql8nmyEhMTg0WLFsHFxQUlS5ZEiRIlUKdOHcyfPx+RkZFq7augyulzeevWLUyZMgVNmzaFhYUF9PT0YGZmBhcXF0yYMAHPnj1TS36q/I4IDw9XS58FUU6ex9evX2f7ezt69Gi15MlrMms5eS5VfR2VSCQ4fPhwjvLjNZk5df6PwddKIiIi1clkMrx8+RLHjh3D2rVrMXXqVHz//fdo3rw5HBwcYGhoCFtbW7i6uqJXr14YP348VqxYgYMHD+L69et4+fIlIiIiWLjOZ/T09OTvwdvZ2aF69epo1KgRPD090b17dwwcOBA//fQTpk+fjkWLFmHdunXYuXMnfHx8cP78edy5cwfv379HYmIi3r17h5s3b8LX1xebN2/GvHnzMGrUKHTv3h2NGzdGhQoVWPjOhkuXLuH27duiGKc8p4KGI7+J0rh+/Tq6du2KkJAQeHp6YuTIkYiLi8O2bdswZswYbN26FceOHYONjU2O+5DJZBgxYgQ2bdoEc3NzDBs2DOXLl8eNGzewbds27NixA0uXLhVNK0LZN2HCBKxZswbx8fGwtLTE999/j8qVK0MQBJw7dw779+/Hvn370KpVK3h7e3M6G+I1mc+ULl1a2ykUaS9evMCgQYOUTuuWHXPmzMHs2bNhaGiIIUOGoGbNmggICMCmTZvg7e2NiRMnYtGiRbnO8/nz5+jYsSOePHmC+vXrY9asWZBKpdi7dy+mT5+OP/74Az4+PqhRo0au+yqocvJcvn79Gv369cPFixcBAE2aNMHo0aNhb2+P9+/fY/fu3Vi6dClWrlyJBQsWYMKECZpKn/5fbq/JvMJrMmt5+VzytVT91Pk/Bl8riYiIshYZGYn79+/j7t27uHfvHu7du4f79+8jOjpa26llSCKRoFixYjAyMpJ/NTAwgJ6eHnR1deVf3717h6dPn4qO9fT0hLW1NXR1deVtdXR0sHLlSoV+pk6dColEAqlUColEgnPnzsn/h1OXgQMHokWLFpBKpfJ+0t9PH+vUqZPCea5evYpixYpBX18fBgYG8q+p9/X19SGRSNSaO+XOy5cv8c0334hidnZ28PDw0FJGRDkkEJEgCIIQGBgoWFpaCgCEsWPHivbFx8cLLVu2FAAILi4uQnx8fI77mTx5sgBAsLCwEJ49eybad/z4cUEqlQoSiUTYt29fjvsoykqXLi0AENzc3ISIiAiF/T4+PoKOjo4AQGjcuLGQkpKSo37OnTsnABC2bdsmBAQEZHr7+PFjbh9WkeTm5ibUr18/y+/vkydPctUPr0nN6d+/vwAgy+cwICBAKFeunABAuHz5ssr98HrMPZlMJqxatUowNjYWihcvLjRq1EgAIAAQzp07l61zrFu3TgAgGBoaClevXhXtu3XrlmBsbCwAEBYvXpyrXCMiIoQqVaoIAITu3bsLycnJosfx/fffCwCEcuXKCWFhYbnqqyDKzXN5/Phxedvly5cr7E9OTha+++47eZv169fnKtf+/fsLNjY22fodkfZ5Lgpye02+evVKACAsWLAgy+/t+/fvc5Urr8nM5fa5BCB07do1y+dx586dAgChatWqOc6V12TG1PU/Bl8rifKHoKAg+e/ioKAgbadDVKTJZDLhyZMngre3tzB9+nShc+fOgoODg/wa1fRNX19fKFOmjFCtWjWhSZMmQqdOnQQvLy9h7NixwuzZsxXaN23aVLh69apw79494dmzZ0JwcLDw6dMnIS4uTpDJZNl6zElJSYJUKhWd98qVK0rbzpw5U9Suffv28n3BwcFCt27d1PJ9sLKyEqZMmSI8f/48x8+lj4+Pwnn37NmT4/NR3vvw4YNQuXJlhedx3rx52k6NCjlN/G3G4jfR/+vVq5cAQChbtqzS4vbz58/lb2gsWbIkR308ePBA/sfNunXrlLZJLRaVLl1aiI6OzlE/RVnp0qUFXV1dITAwMMM2w4cPl/8y3b17d476SS22ZbcoRKpzc3MT3NzcNNoHr0nNSv3eZeXSpUsCAKFWrVo56ofXY+798ssvAgChTZs2wps3b+Tb2f2+fvjwQTAxMREACJMnT860D0NDw1z9ITtp0iQBgGBiYiJ8+PBBYf+nT5+EkiVLCgCE0aNH57ifgio3z2Vq8dvT0zPDNtHR0UKpUqUEAELJkiWFuLi4HOfav39/oVy5cjk+vjDL7TWZWvzesmWLxnPlNZm53D6XAIT+/ftn2W7o0KECAGHp0qU5zpXXZMbU8T8GXyuJ8g8Wv4m0KzQ0VNixY4fQr18/oUyZMmovaOvp6Qnly5cX3NzchL59+wpTp04V1q5dKxw8eFA4f/68cPfuXSEoKEiIiYnJsmCd+mGy1Nu2bdvU8j2oVq2a6Lxr1qxR2u6vv/4StatUqZIgCF/fB7GyssrV96lEiRLCgAEDBF9fXyEhISHXj0kmkwm1a9cW9VGzZs0cDzyivBUdHS00aNBA4eekVatWuRoISJQdmvjbjGt+EwF49uwZvL29AQBeXl4wMDBQaFOxYkW0bNkSAPDbb78hOTlZ5X5+/fVXyGQyFCtWDN9//73SNkOHDgUAhIaGYvPmzSr3QUDt2rVRtmzZDPd3795dft/HxycvUqJ8itekZjk6OsLNzS3Ldhs3bgQADBs2TNMpUQYEQcDmzZtx4sQJ2Nvbq3z8ihUr5NPPDRkyRGmbIUOGQCKRID4+HkuXLs1RnlFRUVi1ahUAoGvXrrC0tFRoY2Zmhh49egAANmzYUOTWpc3tcwkAXbp0yXCfsbEx2rRpAwCIiIjAP//8k6M+KHPqeB7zAq/JrOX2uXRzc4Ojo2OmbaKjo7F7924YGBigf//+OU2VspDb/zH4WklEREVVYmIizp8/j6lTp8LFxQWlS5dG3759sX37drx//17l85mbm6Nhw4bo0aMHxo0bh2XLlmH//v24du0aQkJCEB8fj5cvX+L8+fPYvn07FixYgJEjR6Jbt25wc3ODk5MT7OzsYGRklOmU28nJyXj58qUoVrlyZZXzVcbFxUW0fePGDaXtqlatKtp+8eIFvL290bJlS3z48EHlfkuUKIH+/fvD19cXHz58wJYtW9C+fXvo6+urfK70JBIJpk+fLoo9ePAAR44cyfW5SbOSk5PRp08fXL9+XRR3cnLCwYMHldZKiPI7rvlNBGD//v0QBAEAMl2/wtPTE2fOnEFYWBjOnz+v0loXCQkJ8jdBGjZsCFNTU6XtXF1dYWJigujoaHh7e2PMmDEqPBLavXs3SpUqlWmbcuXKye+/efNG0ylRPsVrUvOmTJmCKVOmZNrmy5cv8Pb2hpGREfr165dHmVF6s2bNytU6W/v37wcAODg4oFKlSkrb2NnZwdHREQEBAdi/fz9+//13lfs8duwY4uLiAGT9er1582YkJSXh8OHDGRYZCqPcPJf16tXD8ePHUb9+/Uzb8XVU83J7TeYVXpNZy+1zef78+Szb7Nq1C9HR0fjuu++y/DuYckYd/2PwtZKIiIqSly9fws/PDydPnsS5c+cQExOj8jl0dXXh6OgIJycnODs7w8nJCU5OTrC2ts6Tv5Xfvn2rMPgpo9dwVdWrVw87duyQb2dU/K5ZsyakUilkMhmArx+s7NWrl8r9DR8+HJ07d4a7u7tGC5ndunVDjRo18PDhQ3lsxYoV6Natm8b6pNwRBAEjR47EsWPHRPGyZcvi+PHjKFGihJYyI8odjvwmAnD27Fn5/dq1a2fYrk6dOkqPyY4bN24gMjIyyz6kUimcnJwAAFeuXJG/cUHZ07JlS/n3LyMRERHy+8bGxmrrOzExkc+XhkVFRcn/4M8tXpP5w/bt2xEbG4vevXur9Q9qXo+qyc0bB2/fvsWTJ08AZH4tAf+9jgYHB+PZs2cq95UXr9cFXW6eSwsLC7Rt2zbLAo+mXkeBryNYU1JS1HrOgkgTb+YlJyfn6E3HzPCazFpevDGbOoPK8OHD1X5uXpNf5fZ/DL5WFg27du1S++9ZIqKCJCUlBUePHkXr1q1RsWJF/Pjjjzh27Fi2fjdaWVnB09MT48ePx7Zt23Dnzh1ER0fj/v372LlzJyZNmoS2bdvCxsYmzz4kquz9JyMjI7Wcu169eqLthw8fymeISevt27e5fh/M1dUV69evR/v27TU+glcqlWLq1Kmi2N9//43Hjx9rtF/KmeTkZEyZMkVhpkszMzOcOHECNjY2WsqMKPdY/CbC1ylYAMDU1DTT4kvaqQrTfoJNlT7SnyezfmQyGf840IBXr17J7zdv3jxX57p8+TK6dOkCGxsbGBoawsjICCVLlkSHDh1w6NAh+YwClDOxsbGYM2cOnJycYGxsjOLFi0NPTw/Vq1fHxIkT8e7duxyfm9dk/rBp0yYA6pnynNejduTkWgJUfx1Vpa/c9kOZS30dlUgkaNKkSa7OlZycjBUrVqB+/fooUaIETE1NoaenhwoVKmDkyJE5KvzQfx4+fIjvvvsOZcuWhaGhIUxMTGBsbAx3d3ds2bIlR8v4pMVrUvtu376NmzdvwtHRMdd/1wK8JnMjs/8x+FpZNEilUlSuXBnDhg3DtWvXtJ0OEVGeCQ8Px2+//YaKFSuiS5cuOH36dJbHGBsbo1OnTli9ejWePn2K9+/f49SpU1iyZAm8vLzg7Oys9amWlfWfkJCglnPXrl0burr/Tcork8nkS0rFxMRg69ataN68OapUqZLrvqpVq5brc6iiZ8+eCsuupH5Yk/KPK1euwMXFBYsWLRLFDQ0N4ePjk+c/N0TqxuI3FXkJCQny9WVKly6dadu0+1+/fq1SP2nba7IfytqhQ4cAfH0xHzBgQK7O9fPPP+Pt27eYMmUKfHx8sHv3bnTr1g0nT57EN998g86dOyMqKkoNWRdN//77L3799Vc0a9YMW7ZswbFjx7Bo0SKkpKRgyZIlcHR0xNGjR3N0bl6T2nf16lXcu3cPTk5OaNSoUa7Px+tRO/LyWko9RldXF+bm5hm2MzQ0RPHixXPcD2Xsy5cv8mmYO3XqlOv1qN++fYvx48ejevXqWLt2LXx9fbFq1SqUKlUK69evR40aNbBhwwY1ZF40LVmyBDdv3sTo0aNx6NAheHt7Y/Dgwbh8+TIGDRqEZs2aISQkJMfn5zWpfanXhzo+RAbwmsyNzP7H4GtlwXH58mWMGzcOnTp1QufOnTFlyhRcvHgxW8f26dMHa9aswebNm9G4ceMsZwsgIiro/v33XwwYMAB2dnaYMmUKAgMDM21ft25dTJ06FefPn8enT59w9OhRjBo1CpUrV86XS/4oWwdbXcVvY2NjuLq6imJbtmzB5MmTYWdnh4EDB8qL4Znp27cvDh48iMWLF2fYJqtlrdRNX18fAwcOFMW2bduG+Pj4PM2DlPv48SOGDh2Kxo0b4969e6J9UqkUu3fvzvWH3InyA675TUVe2kKIoaFhpm2LFSum9Lj81A9l7sOHDzhy5AgAYMKECbmevuWnn37CsmXLIJX+91miPn36oE+fPujYsSOOHTuG7777Tr62NKnGysoK586dQ/Xq1eWxDh06YPTo0ejUqRNOnz6Nnj174ty5c2jcuLFK5+Y1qX2pn/xV1xv2vB61Iy+vpdRjsuonta/IyEhER0dDEIR8+WZKQZT6poW+vj4WLlyY6/MZGRnh+PHjCqMkR44ciUGDBmHbtm0YMWIEzM3N0bNnz1z3V9R0794dO3fuFI1a6dGjBwYOHIgWLVrg6tWr6NSpEy5dupSjkTW8JrUrJiYGu3btgoGBAby8vNRyTl6TOZPV/xh8rcz/EhMTMWjQIOzevVsU9/X1xeLFi+Hs7IwlS5agVatWmZ6nW7duMDMzw+fPnzminogKJUEQsG/fPvz++++4fv16pm3Nzc3RsWNHtGnTBp6engqjgfM7TY78BgAPDw9Rgdvb21ul42/duoU6deogJCQEQ4YMybCdp6dnjnPMqaFDh4pGFH/69An79+9H37598zwX+komk2Hbtm2YNGkSwsPDFfZLJBKsXbsWXbt2zfvkiDSAI7+pyEu7JqyyT/SllXZ/bGxsvuyHMjdx4kTEx8ejbt26mD59eo7P06hRI7x+/RrLly8XFdpStWnTBiNGjAAAHDt2TP5mGGXfnj178PjxY1HhO5WBgQG2bt0KAwMDJCYmYvTo0Sqfn9ekdkVGRmLv3r0wMjLK9T8/vB61Ky+vpdS+suonbRuZTKbWNyiKsg8fPmDu3LkAgPnz5+d6GrQlS5bg9evXSqdqlkqlWLNmjXwE5JgxYzhSQAV2dnZ49eoVdu/erfRNuzp16mDmzJkAgJs3b2L9+vU56ofXpHbt3r0bUVFR6NGjB0qVKpXr8/GazLms/sfga2X+17dvX+zatUu+TI4gCKLbnTt34OnpiREjRmT5s1/QijtERNkVGBiItm3bok+fPpkWvl1cXLBlyxYEBwdj27Zt+O677wrk70Zlf0er8z2hGjVqZKtdRkt01qlTB5GRkejevTs+ffqktI2TkxMqVqyY4xxzqlKlSvDw8BDFOHuQ9jx48ABubm4YNGiQ0sJ3rVq18M8//2D48OFayI5IM1j8piIv7SfrExMTM22bdr+RkVG+7IcytmPHDvz111+wsrLCgQMHcrV2kKGhIcqVK5fp6IjBgwfL7//555857quoKlOmDMzMzDLcb2Njg7Zt2wL4ut7l7du3VTo/r0nt2rFjB2JjY9G7d+8M/5HLLl6P2pWX11JqX1n1k7aNVCrV+lpxhUFKSgq8vLwQHh6OPn36YPz48bk+p4WFRaZvghkbG6NPnz4AgJCQEBw/fjzXfRYVurq6cHBwgJ6eXoZtBg4cKP+9mdPfi7wmtUvdM6jwmsyZ7PyPwdfK/O348ePYv38/JBIJJBIJdHR04OXlhR07duD06dM4dOgQ5s2bB1dXV2zcuBFubm4IDQ3N8HxFeQQ9ERVOMpkMq1evRo0aNXDq1CmlbfT19dG3b19cvXpVPh162te/gkhfX1/hA4bPnz/P9XlTUlKwZs2aLGfuadu2Lfbv349nz54p7KtSpQpCQ0PRpk0bXLlyJcNzjBw5Mtf55lT6QurFixfx6NEjLWVTNL1//x6TJk1CnTp1lC7jYmxsjKVLl+LmzZuc6pwKHRa/qcgzNTWV38/qE9xpP7Gf9rj81A8pd+HCBQwdOhTFixeHn58fHBwcNN5nrVq15G8iXb58WeP9FUX16tWT31f1e8xrUrtS37DPq0+V8nrUnLy8llKPyc5ow9S+TExM+Ca0Gvz00084efIk3N3dsXXr1jz7nubm9zxlztzcHBUqVAAA3L9/H9HR0Sqfg9ek9ty5cwf//vsvHB0dlY7U1hRek2LZ/R+Dr5X52+bNmwF8He1tbGyMv//+G1u3bsV3330Hd3d3dOnSBdOmTcPFixdx+/ZtFC9eHE2aNMGbN2+0nDkRkeY9ffoUbm5u+PHHHxETE6Ow397eHvPnz0dQUBC2b9+Ohg0bFqrXlPSzEQYEBOTqfK9fv0bTpk0xevToDEeRjxo1Ck+ePMHx48fRvXt3XL16VaHN06dPUbt2baX70urXr1+u8s2NLl26yGcNSpX6mkuaExMTgx07dqBt27awtbXF4sWLkZycrNCue/fuePz4Mf73v/9l+qFpooKKxW8q8gwMDFCmTBkAyPTT2+n3q1o8Tdtek/2QouvXr6NTp07Q19fHyZMn4eLikif96ujowNzcHADw8eNHpX9oUO5YWVnJ779//16lY3lNas+1a9dw9+5dODs7o2HDhnnSJ69HzcnLayn1mOTk5AyndQO+vuEfGRmZ435IbOrUqVi7di1atmyJI0eO5OnowNz8nqespX5/BUHI8vpVhtek9qROG5nXUxPymvyPKv9j8LUyf7t27RqAryO2FyxYAFdX1wzbOjs74/Tp05gwYQI8PT3x8uXLvEqTiChPJScn47fffoOTk5PSEaO2trbYs2cPXr58iWnTpon+RihM0i/1lJvi97Fjx1C3bt0sC9a//vorqlSpIt/++++/lbbL6m+xadOmwdjYWPVE1URPTw8DBw4UxY4cOSJfYoTUJyUlBadOnYKXlxdKly6Nfv364eTJk5DJZApty5cvD19fX+zfvx92dnZayJYob7D4TQSgZs2aAICoqCh8+fIlw3bBwcHy+9ldlyV9HwAQFBSUadvUfqRSKRwdHVXqh8Ru3ryJNm3aQBAEnDx5Eo0aNcrT/lP/yJBIJErXIqbcSftHnI6OjkrH8prUHnVP05pdvB41IyfXEqD666gqfeW2H/rPjBkzsHDhQri5ueHYsWN5/uZJbn7PU9Zy+/3lNakdMTEx2LVrFwwNDbOcLlPdeE1+per/GHytzN/CwsIAfP1bv3///tk6ZsSIEdi6dSu6d++OJ0+eaDI9rQkPD8eMGTNQs2ZNmJiYwNzcHK6urli5cmW2ptXPLj8/P3Tu3Bm2trYwNDRE+fLlMXDgQNy6dUttfRCRasLCwtCkSRNMmTIFCQkJCvuHDRuGhw8fonfv3tDV1dVChnlHXSO/V69ejU6dOuHz589Ztk2/tMz58+dz1OfcuXNzdJw69erVS7T98uVLpdO4k+oEQcCdO3cwfvx42Nvbo02bNti+fbvSGRqArx9GmD59Oh4+fIj27dvncbZEeY/v/BIBaNWqlfz+nTt3MmyX9p+vtMdkR7169eRT0GXWh0wmw927dwEArq6uBX59HG26ffs2PD09kZycjBMnTqit8P3lyxfMmzcvw09epkpKSpKPtrCysmKxTQU+Pj6YN29elp8GTfspV2tra5X64DWpHZGRkdi7dy+MjIzQt2/fXJ+P16P22drayj+Vntm1BPz3OmpnZ4fKlSur3FdevF7Tf2bNmoV58+ahWbNm8PX1zdHasxm5cOEC5s2bl+WbP7n5PV+UzZs3D0eOHMmyXer3VyqV5mi0Dq9J7dizZw8iIyPRo0cP+awmucVrMvty8j8GXyvzt9QPdtnY2Kg01byrqyt2796N7777Dg8fPtRUelpx/fp1ODk5Yd68ebCxscFvv/2GadOmITo6GmPGjEGjRo3w7t27XPUhk8kwbNgwdOjQAZcuXYKXlxdWrlwJT09P7Nq1Cw0bNsTKlSvV9IiIKLsiIyPRtm1bXL9+XWFfhQoV4O/vjw0bNqBEiRJayC7vpR/5/ejRI6WjaTPz22+/4ccff1SIV6xYEWfPnkWbNm1E8YMHD8rvf/z4ETdv3lSpPwBo3759vnjfo3bt2gp/M/r6+mopm4IvJSUF9+/fl8/KUKdOHfz+++8ICQnJ8BgTExP0798f9+/fx9y5c/m+JhUZ2v8NSJQP9OjRQ74ejb+/f4btzpw5AwCwsLBAixYtVOrDwMAAnTt3BvB1WrWM1lW8evWqfF/Pnj1V6oP+c+/ePXh6eiIxMRHHjx9H48aNFdrMnj1btG5hdn3+/BkzZszA7t27M2138+ZNJCUlAQCaNm2qcj9F2YEDBzBjxowsp4VMO1WUqt9jXpPasXPnTsTExKBPnz4oXrx4rs/H6zF/SL02Xr9+neH0n2/fvsXjx48BiF93VdGxY0f5P2rZeb3W09NDly5dVO6HgPnz52P27Nlo0qQJ/Pz8lI74rlevHmbPnp2j8589exYzZszIcrRcbn7PF2UzZszAunXrMm0TEhKCwMBAAEDdunVz9OEGXpPaoYkZVHhNZk9u/sfga2X+lfohg5wsi+Po6Ih9+/ahX79+WX6woaB48+YNOnbsiJCQEIwdOxanTp3CqFGjMGHCBNy4cQMtW7bE7du30blzZ6UjQrNr2rRp2LRpEywsLHDt2jX8+uuvGDZsGDZu3IgjR45AJpNh7Nix8Pb2VuOjI6LMxMXFoXPnzgozL0gkEowbNw737t0rch+YSjujCgBER0er9Pv+jz/+wJQpUxTiPXv2xK1bt9CyZUt069ZNtM/X1xdxcXHYt28fLCwscpT36NGjc3ScukkkEoVRxn5+flrKpuAJCQnB4cOHMXXqVLRq1QolS5aEk5MTpkyZggcPHmR4nI6ODtq1a4edO3fi/fv32Lp1K6pWrZqHmRPlAwIRCYIgCL169RIACA4ODkJCQoLC/hcvXgg6OjoCAGHx4sUK++/fvy9UrlxZsLW1Ff7++2+lfdy/f1+QSqUCAGHDhg1K2wwcOFAAIJQuXVqIjo7O3YMqou7fvy9YWFgIRkZGGT4XgiAI/fv3F5T9GszquXz16pUAQChfvryQnJyc4fm9vLwEAAIA4dSpUzl7MEVU6nPz559/Ztjm6dOn8muycePGCvt5TeZPderUEQAI165dy1Z7Xo/a8csvv8i/X+fOncuyfWhoqGBiYiIAEKZOnaq0zezZswUAgqGhoRAUFKS0zdKlS4XixYsLnp6eQkxMjNI2kyZNEgAIpqamQnh4uML+iIgIwczMTAAgjBo1KsvcCztVn0tBEISFCxcKAARXV1chMjIyw3YAhP79+yvdl9VzmZrXzJkzMzz/x48f5c9luXLlhMTExGzlXxip+jymXiNfvnzJsM3MmTPl59y4caPSNrwm1S8n12Rad+/eFQAI1apVU+k4XpO5l9v/MfhamX/NmTNHkEgkglQqzfHf+y9fvhTq1KkjXLt2TXB0dJSfryBKfW+kbNmyQnx8vML+58+fy/8PW7JkSY76ePDggfz/sHXr1iltk3otaeL/sKCgIPnv4oyuNaKiJjExUejUqZP82ki9lS1bVrh8+bLG+pXJZEJycrKQlJQkJCQkCPHx8UJsbKwQExMjREVFCZGRkcKXL1+E6OhoITExUZDJZBrLJSNVqlQRfU8WLlyYreMuX74s6OvrK3xP586dK3ocISEhgkQiUWiX05ujo6OQkpKiqW+Hyg4cOCDKT09PT4iKitJ2WvlOTEyMcOHCBWHx4sVCjx49BHt7e5WfexcXF2HZsmXC+/fvtf1wiFSiib/NWPwm+n+BgYGCpaWlAEAYP368aF98fLzg7u4ufxGJi4tTOL5Pnz7yC9TV1TXDfiZPniwAECwtLYUXL16I9p08eVL+D+C+ffvU88CKmIcPHwpWVlbyN+/OnTuX4a1NmzZK35jK6rlMLbYBEP73v/8p/cN769at8j9cv/32W4081sIs7RsdT548Udj/8eNHwcXFRQAgGBkZCbdu3VJow2sy/7l+/boAQHB2ds72MbwetSMnxZl169bJ37C/fv26aN+dO3cEY2PjDD9AJgiCEB0dLejq6sr7zegDKREREfI3H3r27Cn6p14mkwn9+vWTF2bCwsKy94ALMVWfyyVLlsh/Jx45ciTT19GMit/ZeS5T8zI2NhYuXbqksD82NlZo3769AECQSqWCn59fTh5+oZGT4jcAoXfv3ko/1Hny5EnBwMBAACA0b95cSEpKUmjDa1Izclv8/uGHHwQAwrJly7J9DK/J3FPH/xiCwNfK/CoiIkKwsrISpFJpht/77Hj16pXg7OwsmJmZFdji99OnT+V/N0+fPj3Ddh4eHvK/F5S9hmTl+++/FwAIxYoVy/CDdhcvXpT/rC9fvlzlPjLD4jeRWEpKitC3b1+lxbSVK1cK+/btE/78809h5cqVwoIFC4Sff/5ZGDNmjDB48GChd+/eQocOHQQ3NzfBxcVFqFq1qmBrayuUKFFCMDY2FoyMjARDQ0PBwMBA0NPTE3R1dQWpVJqrYq+urq5gZGQklChRQrCwsBBsbGyEcuXKCZUqVRKqVasmODs7C/Xq1RNcXV0FNzc3wcPDQ2jXrp3QpUsXoUePHsK3334rDBw4UBg1apQwadIkYdasWcKiRYuENWvWCFu2bBH27t0rHDt2TDh79qxw9epVoXnz5qL+W7ZsmeX3NDo6WihbtqxC7hn9DdekSZMcfz/S37Zv367mn5Dc+fLli6CnpyfK8fDhw9pOS2uSk5OFoKAg4eLFi8Kff/4pDB8+XKhdu7b8g2Wq3sqWLStMmzZNePTokbYfGlGOaeJvM10QEQCgbNmy8PHxQbdu3bB06VI8ePAAnTt3RlxcHLZt24b79++jdu3aOHr0KAwNDRWOT7vei5DJOsULFizAx48fsXnzZjRo0ADDhw+Hg4MDbt68iS1btkAqleL333/n9Mo5EB8fD3d3d3z48AEAMGfOHMyZM0fl82T1XJqYmKBixYp48eIFfv/9d5w9exbdu3eHnZ0dPn/+jOPHj+P06dMAgAEDBmQ57Sgpql69OvT09BAaGoratWujT58+qF+/PvT19REQEIC//voLYWFhKF26NPbu3Ys6deoonIPXZP6TOk3r8OHDs30Mr8e8s2PHDvn9e/fuye+fPn0awcHBAIDSpUvD09NT6fEjRoxAaGgo5syZg5YtW2LIkCGoUaMGHj9+jE2bNiEmJgYTJkzAhAkTlB4vfP1QpmhbmRIlSsDX1xcdOnSAt7c33rx5g2+//RYSiQT79u3DpUuXUL58efj4+OR4iriCLqfP5eHDh+XPT1hYWI6nwc3Oc1m5cmUYGRkhJiYGbm5u+Oabb9CsWTMYGxvjxYsX2LFjBwIDA2Fqaoo///wT7dq1y1EuBVlurklnZ2fcvXsXe/fuxc2bN9GnTx9UqFABMTExOH/+PA4ePAhBEORT4enqKv5byGtSfXL7+zVVbGwsdu7cCUNDQ3h5eWW7f16TuaOu/zEAvlbmVyVKlMChQ4fQrl07zJkzBy4uLmjZsqXK53FwcMDRo0fRsmVLREREqD/RPLB//375z5WHh0eG7Tw9PXHmzBmEhYXh/PnzmbZNLyEhAT4+PgCAhg0bZrjOuqurK0xMTBAdHQ1vb2+MGTNGhUdCROkJgoCIiAi8ffsWwcHB8q/BwcHYvHlzhsf99NNPeZhl9iQnJ+doqQp1OXfuHCQSCczMzGBkZARjY2PRVyMjIxw5ckThOIlEgmLFimH79u2itjExMbh06ZJacmvWrBm+//57tZxLXYoXL45mzZrh7Nmz8pifn1+hXXYlMTERQUFBeP36NQIDAxVuQUFBuf75LVeuHDw9PdG3b180a9YsX6zvTpTvqKWETlSIhIWFCT///LNQvXp1wdjYWChZsqTQoEEDYfny5UpHzqS6e/euUKlSpUynWE7L19dX6Nixo1CmTBnBwMBAKFeunODl5SXcvHlTnQ+nSPn8+XOOPiGXXnaeS5lMJvj7+wtjx44VGjVqJJQqVUrQ1dUVTExMhKpVqwpDhgwRrly5oumHXKiFhIQIa9asEbp27SpUrFhRMDIyEvT09AQrKyvB3d1dWLZsWabT8fKazF8iIyMFExMTwdjYONNpeNPj9Zh3svP70s3NLcvzXLp0Sejdu7dga2sr6OvrCzY2NkL37t2Fs2fPZnnsokWL5FO5ZjW9ZXR0tLBw4UKhTp06gqmpqWBqaio4OzsLc+fOVelnrDDK6XO5bNkylV9DM5r2PDvP5efPn4UtW7YIvXv3FhwdHQUTExNBV1dXsLCwEJo0aSLMnTtX+PDhgxq/MwVLbq/Jq1evClOmTBGaNWsmWFlZCXp6eoKRkZFQoUIF4fvvvxdOnDiRZQ68JtVDXb9f//zzTwGA0LdvX5Vz4DWZc+r6HyMtvlbmT48fPxaaN28u6OrqCj/99FOOf96DgoKESpUqFciR36kjugEIERERGbY7deqUvF1G0/hnJO2I7rFjx2batnHjxgLwdcaJ2NhYlfrJDEd+U2Elk8mEFy9eCPv27RN+/vlnoV+/fkLLli2FKlWqCEZGRjl6PeOtYN1GjRolbNq0Sdi5c6dw+PBh4dSpU8LFixeF27dvC0+ePBGCg4OFT58+CfHx8Xk6hfzixYtFebq4uORZ37klk8mE2NhYISQkRHj8+LFw7do14dSpU4K3t7ewdu1aYfLkyUKfPn0EV1dXwcbGRq1T2ANfl7Fxd3cXpk2bJhw5ckQICQnR9reESO008beZRBAyGQ5HRERERERERERURFy4cAE7duzA9evXce3aNRgYGKh8jrdv36JVq1Z48uSJBjLUHGtra7x//x6mpqaIjIzMsN3jx49RrVo1AEDnzp2VjnDMyIYNGzBixAgAwNKlS/G///0vw7Z9+vTB3r17AQC3bt1SOuNXTgQHB8Pe3h4AEBQUBDs7O7WclygvCYKAN2/e4MaNG7h58yZu3LiBGzdu4PPnz9pOjQoIqVSKYsWKwdDQEIaGhqL7GcWy08bAwAC6urrQ0dGRfz137hxmzJgh6v/JkyfQ1dVVaKvsq0QikY/4T0lJkd/P6S02NhZfvnyR3yIjI0Xb6W9JSUl59pzUqlULDRs2lN8cHR2ho6OTJ/0TaYsm/jbjtOdERERERERERFQkXLlyBXFxcWjZsiUkEonC/ubNm6N58+a56sPW1rbAFb4TEhLw/v17AF+XYshM2v2vX79WqZ+07VXtJ7vF79QlJTISEhKSrfMQ5ReCIODt27fyAndqsTs8PFxjfero6MDU1BQmJibZvhkbG4vu6+vrQyqVQiKRQCKRyO+n/5rZvtTpnFNSUpCYmIikpCQkJSXl+n58fDxiY2MRGxuLxwUNPwAA/iJJREFUmJiYTO/HxcVp7PusTTKZDDExMYiJidFK/1WrVtVKv/mFoaEhypYtKyp2u7i4wNjYWNupERUKLH4TEREREREREVGhN2bMGKxevRoA0KlTJxw+fFi7CeUjUVFR8vuGhoaZti1WrJjS4/JLP6kjh4gKMkEQcPPmTezatQve3t5ZfqhDFVZWVrC2tsbdu3cV9j169Ah2dnYwMTFR+gGhokgmk+HWrVuoX7++KP7LL7+gYcOGokL5gQMHcObMGVG7unXrwt7eHjExMQr7qPAqUaIEypUrl+HNysqK1xiRBrH4TUREREREREREhd6WLVuQuvrfhQsXVD5+165dMDExQefOndWdmtalHdmor6+fadu0+2NjY/NlP0QF1fPnz7Fr1y7s2rUrxzNIWFhYoF69eqhatSrs7OzkN1tbW9jY2MDAwAAHDhxAjx49RMcdPHhQvqQB/UcqlaJevXpwdnYWfWDg3bt3aNeunahtQECAqMDduHFjXLp0CQBw584dtGjRAl++fFFrfm5ubihdunSWo9hTUlLU2m9RZWhoiBIlSqBEiRIwMzODvb09ypUrBwcHB1Fxu0SJEtpOlahIY/GbiIiIiIiIiIgKPQsLC/n0rl5eXiof7+Ligt69e8Pb2xtr1qxB8eLF1Z2i1qQdZZ2YmJhp27T7jYyM8l0/QUFBme4PCQlBgwYNsn0+Ik0LDQ3F3r17sXPnTly/fl2lY83MzFCvXj35zcXFBWXLls10RKkgCJg3b54oVrNmTXTp0iVH+RcV3377raj4feDAAaxevVr0QZ3z58+Ljkktjr969Qpt2rRRe+EbAObPn48mTZpk2kYQBCQlJYmK4jExMUhISEB8fDzi4uIQHx8vuqWPZadN6i0lJUW+Nnfq17ycXl1PT0++Xriym4GBgbyAreotqw9uEVH+wOI3EREREREREREVeoMHD8aMGTMgkUgwfPhwlY+vWrUqrl69iu+//x516tTBwYMH4ezsrIFM856pqan8fnx8fKZt047eTntcfunHzs5OpZyItCExMRH79u3Djh07cObMmWyNyi1RogRcXFxExW4HBweVp04+fvw47ty5I4pNnz5dvr42Kde7d29MmTJFvv3p0yecPn0aHTp0APB1XfL0o/WbNWuGpKQkODk5ITo6Otc5lChRQqGA/u7duyyPk0gk0NfXh76+PkqWLJnrPHJi0qRJWLx4sXy7c+fO2LNnj0KRXNlXmUyWYSE7/Y0/x0QEsPhNRERERERERERFwKRJk3D8+HFcuXIFb968ydH0voaGhti3bx9at26NZs2awc/PD02bNtVAtnnLwMAAZcqUwfv37xEaGppp27T7HRwcVOonbXtN9kOUn124cAHDhw/H48ePs2xboUIFfPfdd+jduzeqV6+ulsLegQMHRNtVq1ZVmAKdFDk4OMDV1RVXrlyRx7Zs2SIvfr9+/RoJCQmiY6pUqQJLS8tcF751dHQwaNAgzJs3Dz169MA///wj35ed4nd+oGwa8LSzgRARqRM/BkNERERERERERIWenp4ejh8/jmbNmqFfv34KIx+zS0dHB926dUN0dDR69OiByMhI9SaqJTVr1gQAREVFZTo1b3BwsPx+jRo1ctQHkPX05Kn9SKVSODo6qtQPUX708eNHDB48GG5ubpkWvi0tLTF69GhcuXIFz58/x9y5c1GzZk21jWh99OiRaHvw4MHQ0dFRy7kLu759+4q2Dx8+jJCQEADKi9AtW7ZUy1TnAQEB2LhxI6ysrGBmZibal5fTiedGbGysaFvVZTOIiFTB4jcRERERERERERUJpqamOHPmDHr16oWmTZti69atKh3/9u1brFixAr/88gsAICwsDAcPHtRApnmvVatW8vuZfTDg1q1bSo/Jjnr16smnMM+sD5lMJl9b19XVlaMDqUATBAHbt2+Ho6Mj/vzzT6VtjI2N0bdvX/j5+eHt27dYtWoVGjVqpPKU5tnJJX3hPe2HUihz33//vahom5KSIn9OlRW500+DnlNpR5Tr6oon801KSlJLH5qWdikLgKO+iUizWPwmIiIiIiIiIqIiQ1dXF6tXr8aOHTswceJEdO3aFW/fvlXa9u3bt9i5cyeGDRuGKlWqoGzZsvjf//6Hz58/y9t8+vQpr1LXqB49esgLbf7+/hm2O3PmDADAwsICLVq0UKkPAwMDdO7cGQBw7dq1DKcCvnr1qnxfz549VeqDKD959uwZPD094eXlhfDwcIX99erVw65duxAaGort27ejXbt20NPT01g+Hz58QEREhCjGmRWyr0SJEvj2229FsU2bNiElJUUta3oDwJIlSxTW5fbz85PfT//zkZycrJZ+NS39yG8Wv4lIk1j8JiIiIiIiIiKiIqdr1654+PAh9PT0UL16dSxduhQ3btzAli1bMGTIEFSqVAlly5aFl5cX/vjjDzx//hyCIEAQBHmRWCqVomXLllp+JOpRuXJleaF5+/btSExMVGjz8uVLnD17FgAwefJkhRGIDx48QJUqVWBnZ4cLFy4o7WfKlCmQSqWIi4vDrl27lLbZvHkzAKB06dIYMmRIjh8TkbYIgoBFixahVq1aSj9MYmpqipUrV+Lq1av49ttvYWxsnCd5pR/1bWhoiLJly+ZJ34XF8OHDRduBgYE4efJkrqelnz9/PlJSUjB+/Hj07t1btO/48ePy++nXFS8oU9anH/nNac+JSJNY/CYiIiIiIiIioiLn8ePHOHXqFGxsbCCVSjFp0iQ0bNgQQ4YMwZYtW/Dy5Ut5sRuAaPphQRBQo0YN7Nu3D3Xq1NHWQ1C7xYsXw9LSEq9fv8a0adNE+xISEjBs2DCkpKTAxcUFo0ePVjh+/vz5ePbsGd6+fYspU6Yo7aNmzZqYOHEiAGD69Ol4+fKlaP+pU6ewbds2AMCqVavyrChIpE5z587F5MmTFQqVANCtWzc8evQIP/74Y54XLtMXv6tUqVJgiqf5Rb169RR+769fvx7v37/P0fmmTZuGpKQkTJs2TV5Ab9eunajNxYsXERkZCQAIDQ0V7bOysspRv3ktKipKtM2R30SkSbpZNyEiIiIiIiIiIir49u7di927d+Pvv/+WFxJSpRa5ga+FbolEIo8JggBra2s0b94cbm5ucHd3R+XKlfM097xQtmxZ+Pj4oFu3bli6dCkePHiAzp07Iy4uDtu2bcP9+/dRu3ZtHD16FIaGhgrHy2Qy+f2038/0FixYgI8fP2Lz5s1o0KABhg8fDgcHB9y8eRNbtmyBVCrF77//zinPqUA6ePAgfvnlF4W4nZ0dVq9ejS5dumghq6/Sr0HNKc9VJ5FIMGLECNEIcB8fH/j4+Kh0nu+++w6LFi2Cra2twr5WrVpBT09Pvp53cnIy/P390a1bN4Xid+nSpXPwKPKWIAi4evWqKGZjY6OlbIioKGDxm4iIiIiIiIiICr2BAwfir7/+AqBY6E4vdWrzpk2bwsvLC25uboWy2K1Mw4YNce/ePSxfvhyHDh3CpEmToKenhypVqmD58uUYOXIk9PX1lR77888/49atW4iLi8Nvv/2WYR9SqRSbNm1Ct27dsG7dOvz555/4/PkzypQpgz59+mDMmDGoW7euph4ikcbcu3cPXl5eophEIsGYMWMwZ84cmJqaaimzr9LPtFClShUtZVKwffvtt5gwYYLCaObsqF27NlatWoWmTZtm2MbU1BTNmjWTLzMBAP7+/mjdujUCAwNFbQtCEfnhw4cICQkRxVq1aqWlbIioKGDxm4iIiIiIiIiICj1vb295UTv9qG49PT3UqVMHjRs3RpMmTVCuXDmMHj0ad+7cwYgRI4pM4TuVhYUF5s2bh3nz5ql0nJOTE549e5bt9u3bt0f79u1VTY8oXwoLC0Pnzp0RExMjii9duhTjxo3TUlZiBgYGou3UkcWkmkePHqlc+JZIJFi3bh2GDBmSranm3d3dRcXvS5cu4d9//0VKSoo8pqurC2dnZ5Xy0IbTp0+LtsuWLVvkXleJKG+x+E1ERERERERERIWepaUl3rx5A0EQYGBggObNm6NFixZo0qQJGjRooDCN96VLlzBjxgx4eXnh3LlzWLVqldKpvomIEhMT0aNHD4VRuQMGDMDYsWO1k5QS1tbWou30o3Epc9HR0fj555+xatUqlY8NDw+Hubl5ttunHxl+7949+Pn5iWLOzs4wMjJSOZe8lr747enpqXTWFSIidWHxm4iIiIiIiIiICr2GDRvizZs3GDJkCJYsWYLixYtn2l5HRwcLFixAmzZt0K9fP9SvXx/e3t5cI5eIFIwdOxYXLlwQxVxdXbF+/fp8VeRj8TvnHjx4gB49eiism54dNWvWVKnwDQD169cXrfstk8mwePFiUZvGjRurnEtei4mJwd9//y2KtW7dWkvZEFFRIdV2AkRERERERERERJrWtm1bAMD8+fOzLHyn5ebmhnv37qFq1aqoX7++fN1wIiLg64jcdevWiWJ2dnY4ePCgwjTj2pZ+fWgWv7PnyJEjaNiwYY4K38DXnwdVFStWDHXr1s20Te/evXOUT15avHgxYmNj5dsSiQTu7u5azIiIigIWv4mIiIiIiIiIqNDr3LkzdHV1ERcXp/KxJUuWxP79+7FkyRKMGDECQ4YMQWJiogayJKKC5uDBg6LtYsWK4ciRIyhTpoyWMsoYR36r7q+//kL37t1FBVwAMDQ0xMKFC7N1jpwUvwGgUaNGGe5zdHTM9yO/g4ODsWjRIlGsbdu2KFWqlJYyIqKigsVvIiIiIiIiIiIq9MzNzdGhQwdcuXIlx+cYPnw4zpw5A29vb3h4eCAqKkqNGRJRQeTr6yvaHjFiRJYjdrUlffH748ePSEhI0FI2+Z+Pjw8GDBiAlJQUUbxu3bq4d+8eJk+enK3z5LT4Xb169Qz3DR06NF9Nqa/M1KlTRR84k0ql+O2337SYEREVFSx+ExERERERERFRkfDDDz8gPDw8V+do3LgxZs6ciYsXL6JHjx5qyoyICqKQkBDcuHFDFOvUqZOWssla+uI3ALx//14LmeR/Dx8+xLfffgtBEETxAQMG4NKlS6hcuTJiYmKydS5bW9sc5eDo6Kg0bm9vjxEjRuTonHnl+vXr2LFjhyg2bNgw1KpVS0sZEVFRwuI3EREREREREREVCR4eHhg1alSuz/Pq1SsAwJkzZ/DPP//k+nxEVDAdP35ctF28eHE0bdpUS9lkzczMTGEd8sePH2spm/wrOTkZAwYMUChujx8/Hn/++ScMDQ0BQGFEeEbKly+fozzKli2rNP7777/DyMgoR+fMC2FhYejfv78oVrx4ccyZM0dLGRFRUcPiNxERERERERERUTa9fv0amzZtkk83m37UJxEVHceOHRNtt2nTBnp6elrKJmsSiURhSnY/Pz8tZZN/bdiwQeF3u5eXFxYvXiyaalxHRydb56tUqZLKOcTExCj9sJaRkRG6d++u8vnyyufPn+Hp6anwoYqZM2fC0tJSS1kRUVHD4jcREREREREREVE2HTlyBElJSfJtY2NjLWZDRNqSkJCA06dPi2IdOnTQUjbZlz7HY8eOKUztXZQlJiYqrEvt6OiIDRs2KKyxnd0POqi65veHDx/QqlUrpR9MWLt2bb5d6zsqKgrt2rXD3bt3RfEaNWpg9OjRWsqKiIoiFr+JiIiIiIiIiIiyqVGjRtDT04MgCChTpky+HoFHRJpz48YNREdHy7clEgnatWunxYyyJ33x++XLl3jy5ImWssl/jh49iqCgIFFs3bp18qnO09LT04Ourm6W58zuCHEAuHDhAho2bIjr16/n+lx5KTY2Fh07dsS1a9dEcQcHB5w4cUJhun0iIk1i8ZuIiIiIiIiIiCibGjZsiMePH+PYsWN48OABSpUqpe2UiEgL0ha+AcDS0hJWVlZayib7nJ2dYWtrK4r5+vpqKZv858CBA6LtJk2aoEWLFkrbSiQSmJqaqqXf2NhYjB07Fi1atMDr168zbPflyxe19KdOjx49QvPmzXHhwgVR3NbWFv7+/iqPfCciyi0Wv4mIiIiIiIiIiFRQvnx5tG/fHmZmZtpOhYi0JP0HXz5//lwgpg+XSCRo3769KJZ+7fKiShAEnDp1ShTr169fpsfktvidnJyMTZs2oUqVKlixYkWWP0PJycm56k+dUlJSsHTpUtStWxc3b94U7bO0tMSZM2dQoUIFLWVHREUZi99ERERERERERERERCpIX/xOSkpSGA2eX3Xs2FG0ffHixXw5ojivvX37Fp8+fRLFWrdunekx2Sl+JyYmKsQSEhKwY8cO1KhRA8OGDcPbt28V2jRt2lRhNoH88qGrly9fomXLlpgwYQISEhJE+8zMzHDmzBk4OjpqKTsiKupY/CYiIiIiIiIiIiIiUoGyJQ8+fvyohUxU5+7uLlqDOTk5WWHEc1H0/Plz0baJiQkcHBwyPSYwMDDL8+7Zs0d+Pzg4GDNmzEDZsmXRr18/PH36VKG9oaEhfv/9d5w/f15hrXFtF79jY2OxYsUKODk54Z9//lHY7+joiHPnzsHJyUkL2RERfaWr7QSIiIiIiIiIiIiIiAoSU1NT6Orqiqah/vjxY5bF0vzA2NgYLVq0wMmTJ+WxQ4cOoWfPnlrMSvs+f/4s2i5TpgwkEolCu/fv3+PEiRPYuXNntkb7//zzz0hOTsbevXvh7++PlJSUDNu2atUKa9asgaOjIwRBUPhAhbaK358/f8aaNWuwcuVKhIWFKeyXSCQYN24c5s2bh2LFimkhQyKi/7D4TURERERERERERESkAolEglKlSiE0NFQeCw8P12JGqunYsaOo+L1//34sXboU1tbWWsxKu2JjYxVit27dwsOHD/Hw4UM8evQIDx8+xMuXL1U6b3BwMAYPHpxpm3r16uHXX3+Fh4eHPPb06VPExMSI2pUtW1alvnPr7du3WLZsGTZs2JBhod/BwQFbt26Fm5tbnuZGRJQRFr+JiIiIiIiIiIiIiFRkYWEhKn4XlGnPAaB3796i9ZqTkpKwZs0azJs3T8uZaU/6taufP38OFxcXjfbZokULjBkzBl26dFEYZX7p0iXRtq2tLezt7TWaDwCkpKTgn3/+wV9//YUdO3YgKSkpw7bDhg3DkiVLsrX2ORFRXuGa30REREREREREREREKkq/7nd21n/OLywtLeHl5SWKrVu3TmGkcVEREBCQ5ehsdTE2NsbIkSNx//59nDt3Dl27dlU6vfrFixdF240bN1baTh2SkpJw+vRpDB8+HNbW1mjZsiW2bNmSYeG7TZs2+Pvvv7FhwwYWvoko32Hxm4iIiIiIiIiIiIhIRY6OjqLtQ4cOaSmTnBk3bpxo+9OnT/jrr7+0lI12zZw5M0/62bt3L0JDQ7F27VrUrFkzw3ZRUVHYv3+/KNa4cWO15pKQkAA/Pz8MGjQIZcqUQevWrbFx40ala3oDgFQqxbfffovbt2/jxIkTaN68uVrzISJSFxa/iYiIiIiIiIiIiIhU1L17d9H2v//+ixcvXmgpG9VVq1YN7du3F8WWLVsGmUympYy0Jy9GvBsZGcHT0xPGxsZZtt22bRuioqLk21KpFF27ds1V/58+fcKxY8cwdepUNG/eHCVLlkSHDh2wZcsWfPr0KcPjDA0NMXLkSDx79gy7du1C7dq1c5UHEZGmcc1vIiIiIiIiIiIiIiIVtWrVChYWFggPD5fH9u3bh6lTp2oxK9X873//g5+fn3z72bNn8PX1RadOnbSYVd5ITk7Gw4cPcf36ddy+fVvj/cXGxmLz5s2YOHFipu0SEhKwYsUKUaxz585wcHDIdl8ymQwvXrzApUuX5LeAgACV8q1duzZ69OiBIUOGoHTp0iodS0SkTRJBEARtJ0FERERERERERESkacHBwbC3twcABAUFwc7OTssZUUE3cuRIrF+/Xr7t5OSEu3fvajEj1QiCgNq1a+PevXvyWIsWLXDu3DktZqV+giDg9evXuH79uvx28+ZNxMXFqeX8+/btQ6tWreDg4IDo6OgM25UtWxYvX76Ejo5Ohm2mTp2KhQsXimJnz55Fy5YtFdqmpKTg5cuXCAgIwKNHj/Do0SMEBAQgICAgR6PZGzRogO7du6N79+6oWLGiyscTEalKE3+bceR3ASUIAtasWYMpU6YgJiYG586dQ4sWLdTah5+fH9avX4+bN2/i48ePsLa2RosWLfDjjz+ibt26au2LiIiIiIiIiIiIqKDp06ePqPh97949PHr0CNWrV9diVtknkUjwv//9DwMGDJDHzp8/j1u3bhXo94CTkpJw8+ZNnD9/HhcvXsT169czXMs6p7p06YKBAweic+fOkEgkWLlypajwLZVKcejQIXTp0kUee/PmDU6ePKkw3Xyqy5cvY9GiRaKYo6MjSpcujZMnTyIoKAhv3rzB06dP8ejRIzx9+hQJCQm5ehxNmjRB9+7d8c0336BcuXK5OhcRUX7Akd8F0IsXLzBo0CBcuHBBHlNn8Vsmk2HEiBHYtGkTzM3NMWzYMJQvXx43btzAtm3bIJPJsHTpUvz0009q6Y+IiIiIiIiIiCgvcOQ3qVtKSgrKli2Ld+/eyWMzZ87E7NmztZiVahITE+Hg4ICQkBB5rHfv3tizZ48Ws1KNIAh48uQJfH19cfr0aVy8eFFt63gPHz4c3377LXR0dCCVSmFrawsbGxvo6enJ27x9+xbOzs74+PGjPNa6dWucPHkSLi4uuHXrljzetWtXHDp0CDExMQgPD0dYWBjCw8Nx+fJlzJ07Vy05Z8TQ0BANGjRAkyZN0KRJE7i6usLc3FyjfRIRZYYjv4u4tKO9dXR00KhRI1y9elXt/UybNg2bNm2ChYUFrly5gkqVKgEAhg0bhm+++QYdOnTA2LFjYW1tjZ49e6q9fyIiIiIiIiIiIqKCQEdHBz179hSt0bx3717MmjULEolEi5lln76+PkaPHo2ff/5ZHtu7dy/Gjx+P+vXrazGzzMlkMly6dAne3t7w9fXFy5cvc3SeihUron79+qhfvz7q1auHIUOG4NmzZ/L91tbWcHNzU3psQkICgoOD4erqKip8A4CZmRnmzp2rsNb24cOH8+xno3Tp0vJCd5MmTVCnTh3o6+vnSd9ERNrCkd8FyKxZszB79my0adMGmzZtwh9//CH/BKG6Rn4/fPgQTk5OkMlkWLduHUaMGKHQZsCAAdi2bRtKly6NFy9ewNjYONf9EhERERERERERaRpHfpMmXL16Fa6urqLYrVu3UKdOHS1lpLpPnz6hfPnyiIyMlMeaNm2KCxcu5Lsi/pMnT/DXX39h586dCAwMVPn4qlWronr16qhRowaqVauGYsWKITo6GjExMYiOjsbEiRMVjmndurWoTVRUFL58+ZLrKcfVxcLCAtWrV0f16tVRrVo1+VcbG5t89/wREaXFkd9FnCAI2Lx5MwYPHqyxPn799VfIZDIUK1YM33//vdI2Q4cOxbZt2xAaGorNmzdjzJgxGsuHiIiIiIiIiIiIKD9r2LAhypUrJyrE/vbbbwVq2nBzc3NMnz4dkyZNkscuXryIgwcPonv37nmejyAIiI+PR0REBD5//ozPnz/jyJEjWLx4ca7P/eTJEzx58gSHDh3K9jGnTp3Kdb+5VapUKdjb26Ns2bJwcHAQFbktLS21nR4RUb7Bkd8FiCAIok9ppY4EB9Qz8jshIQFWVlaIjIxEixYtcO7cOaXtZDIZSpQogejoaDRp0gQXL17MVb9ERERERERERER5gSO/SVNmzJiBefPmiWL//vsv6tX7P/buO6yJrAsD+Bu6CKJYsABiQ8Xexd5Q14q9YVcs69rWrmt37d219957F7uiYC+IXREUFVFUFGnJ98f9wAyhBAiEwPt7njzLnJnMnKwRMzn3nltRSxklXmhoKIoXL45Xr15FxwoWLIhHjx7B2Ng4WedWKBQIDg7G+/fv8eHDh+hHzO3Pnz8jKCgIQUFBCAsLS+5L0llDhw5F6dKlo4vd1tbWMDU11XZaREQax5nfGVxKtye5efNmdFubsmXLxnmcnp4eSpcuDXd3d1y7dg0hISHIlClTiuZGRERERERERERElFYNGzYMy5YtQ1BQUHRs9OjRcHNz05m208bGxpgzZw7atWsXHXv58iWWLl2KESNGJPj8kJAQvH79Gi9fvsTLly/x4sWL6J9fvXqFnz9/pmT6aUahQoWQJUsWWFhYwMLCAlmzZkXOnDkxb968BJ9bt25d7Nu3D9myZUuFTImI0icWvynaw4cPo3+OGmURl6j9crkcjx8/1qn1a4iIiIiIiIiIiIg0ydLSEmPHjsXo0aOjY+fOncPp06fRqFEjLWaWOG3atEH16tVx9erV6Ni0adPQvXv36NbaCoUCb968wa1bt3Dz5k3cunULXl5eePv2rbbS1roOHTpg9erVyJIli8q+0NBQHDp0KN7nGxgYYNq0aRg5ciT09fVTKk0iogyBxW+K9vr16+ifrays4j1Wef/r168TVfz28/OLd/+vX7/w+PFjWFlZIWfOnDAw4NuUiIiIiIiIKC2KiIhAQEAAAKBUqVIwMTHRckZERNrz119/YcmSJZIi8OjRo+Hk5AQ9PT0tZqY+mUyGhQsXonLlytGxb9++oWLFinBxcYkueAcGBmoxS6B27drIlSsXMmfOjNDQUFy/fl3Srj211KpVC//++y+qV68uiUdGRuLGjRvYs2cPNm/ejE+fPsV5jiJFimDbtm2oVKlSSqdLRJQhsKpI0b5//x79c0I3q8ptzpWfp46EZpUTERERERERke7x9PTkF/dElKFlypQJU6dORe/evaNj9+7dw/bt2+Hi4qLFzBKnUqVKqFevHs6dOxcde/PmDf7991+NnD9z5sywsrJC7ty5YWVlJXncuXMHa9asUXmOubk5pkyZgkGDBsHQ0DA6vmnTJgwYMAAhISEayU0dFhYW6NixI3r37o2KFStGt7UPCgqCm5sbjh49iuPHj0cPDkvIw4cPYWRklJIpExFlKCx+UzTlDwgJ/WOrvD+jrNVCREREREREREREFJ/u3btjwYIF8PLyio5NmDAB7dq1g7GxsRYzS9iHDx+wdu1aHDx4EDdv3kzyeXLmzIlChQqhYMGC0f8tUKAAbGxsYGVlhcyZM8f6vBcvXmDcuHEq8Xr16mHLli3ImzevJB4QEIA+ffogIiIiybkmRtWqVTFz5kxUr14d+vr6ePr0KTZu3Ah3d3dcu3YNjx49gkKhSNQ5c+XKpTNdAYiIdAWL3xRNeTZ3WFhYvMcq7zc1NU3UdXx9fRPcX61aNQBi1HiePHkSdX4iIiIiIiIiSh3+/v7RrXGj1oIlIsrI9PX1MXPmTLRo0SI65uPjgxUrVmDo0KHaSyweL168wLx587BhwwaEhoaq/bxs2bKhQoUKqFChAsqXL49ixYqhQIECMDc3T1IeAwYMQFBQkCTWr18/LF26VDLbO8rz58+TXfjW19dHtmzZYGlpiWzZsiF37tzRBftBgwZJjjU0NMTmzZsxevRoeHl54cePH4m6Vu3atVG3bl1Mnjw5Ovbx40fcunULVapUSdbrICKi31j8pmjKH0p+/foV77HKs8QT+2HG2tpa7WPz5MmTqOOJiIiIiIiISDsMDPg1ExERADRr1gw1a9bE5cuXo2PTp09Hz549YWFhocXMpO7du4dZs2Zh9+7dkMvlaj9vzZo1qFevHgoUKBDd8ju5PDw8cObMGUmsbdu2WLFiRZzXKFOmDHLkyBHvetoNGjRAx44dYWtrC1NTU2TOnDn6YWZmhvDwcLx//x7+/v549+4d/P394ePjgyNHjqic6/Lly5I/U3U4ODigZcuW6NGjB+zt7QEAu3btgre3t+S8LH4TEWkO70oomp2dXfTPHz58iPdY5f3KzyMiIiIiIiIiIiLKyGQyGWbPnh3d3RIAAgMDMXXqVMyfP1+LmQkREREYP3485syZE+9xFhYW+Pr1q0rcw8MDffr00WhOixYtkmznzp0bGzZsiLe4bmpqij179qBFixb4/v17rMe4ubnBzc0tejtnzpywtrbG58+f8f79+0TNdFeHsbEx6tSpg6ZNm6Jp06YoWLCgyjG1atVSKX6PGDFCo3kQEWVkLH5TtJIlS0b/nFBrcj8/PwCAnp4eihUrlqJ5EREREREREREREekSR0dHtGrVCgcOHIiOLVy4EM7OzqhZs6bW8nr37h06duwY5wxmQ0NDuLi4wMXFBTVr1oSBgQGaNGmCkydPRh+zdu1adOjQAQ0aNNBYXhcvXpRsDx8+HGZmZtHb3759g6+vLz58+ICPHz9GPz58+IBChQrh7t27al0nICAAAQEBGss7b968qFatGhwdHVGtWjWUK1cuwbXda9WqhVWrVkVvX758GXK5nGt/ExFpCIvfFK1ixYowNzfH9+/f4/2wIJfLce/ePQDiQ5zyWuFEREREREREREREBMycORPHjh1DWFgYAEChUKB79+64d+9ektfFTo7z58+jY8eO+Pjxo8o+MzMz9O/fH0OHDkW+fPkk+1atWoUSJUogODg4Ota3b188ePBAUqBOKn9/f/j7+0tiFy5cwOXLl+Hj44M3b96orAWuDZUrV0bJkiWjHyVKlECePHkS3fo95uCHL1++wMvLC6VKldJkukREGRaHElE0Y2NjtGjRAoBoXaP8YUbZ9evXo/e1a9cu1fIjIiIiIiIiIiIi0hVFixbF9OnTJbFXr17h77//TvVcbty4gcaNG6sUvg0NDTF58mS8efMGc+fOVSl8A4Ctra1Ki/TXr19j/PjxSc5HoVDgwYMHWLp0KWrVqqWy//jx4zhy5Aju37+v9cJ3mTJlEBoaCg8PD6xbtw7Dhg2Dk5MT8ubNm6Q1z21sbFCgQAFJ7OrVq5pKl4gow2PxOwN5+PAh7O3tYW1tjUuXLsV6zJgxY6Cnp4eQkBBs37491mPWrl0LALCystL42i5ERERERERERERE6cXw4cNVZvquWbMGR48eTbUcgoOD0blz5+gZ6FHy58+PK1euYNKkSciWLVu85+jXr59KkXrp0qWJLto+fvwYY8eOhb29PUqXLo3Bgwfj+fPniTqHuoyNjZEjR44kP9/AwABDhw7F9evXYWRkpMHMRBdWZa9evdLo+YmIMjK2Pc9AZsyYgWfPngEQRW53d3eVY0qWLImRI0di9uzZmDBhAho0aICCBQtG7z99+jQ2bdoEQHy4yZw5c+okT0RERERERERERKRj9PX1sXHjRpQpU0bSabNPnz54+PBhsoqz6ho6dKhKgblp06bYvHkzLC0t1TqHnp4e1q5di9KlS+PXr18AxOzt3r174+7duzAxMYn3+d7e3pg8eTL27NkDhUKRtBcCwNLSErly5UKuXLlgZWUV/XPMbSsrK5ibm6vMzP727Rs8PT3x+PFjPHv2DM+fP4efnx+Cg4Ohr68Pc3NzFCpUCNWqVUObNm1gY2OT5Fzjkz9/fsn2mzdvUuQ6REQZEYvfOmbr1q3RP9+/fz/65zNnzsDPzw+AmJHt5OSk8ly5XB79c3wfMP79918EBgZi7dq1qFy5Mvr16wc7OzvcunULGzZsgJ6eHhYsWMCW50REREREREREREQJKFiwIBYuXIi+fftGxz58+ID+/ftjz549SWqdra6TJ09i3bp1kljVqlVx8OBBGBgkrjxQpEgRTJs2DSNHjoyOPXnyBFOmTMHMmTPjfN769evRv39/hIeHq30tc3NzDB48GAUKFED+/PmRP39+2NjYJFhkT0iWLFnQoEEDNGjQIFnnSS5bW1vJNovfRESaI1MkZ5gVpTp1PgjVrl0bFy5cUInfv38fbdq0iW5pHttaKsqOHz+OFStW4ObNm/jy5Qty586N2rVrY8iQIShfvnxSX0KC/Pz8okfU+fr6wtraOsWuRURERERERERJx3t40jV8z5K2KBQKNG/eHMeOHZPEt27dii5duqTYdZ2dnXHo0KHobTMzM9y9exeFChVK0vkiIyNRrVo1eHp6Rsf09fXh4eGBChUqqBw/a9YsjB07Ns7z2djYoF69etHdRqOMHj0as2bNSlKOuuDQoUNwdnaO3ra2toavr6/2EiIi0pKU+GzG4jelObwJISIiIiIiItINvIcnXcP3LGnT+/fvUbJkSQQGBkbHLCws8ODBgxRprx0REYHs2bPj27dv0bGlS5di0KBByTqvl5cXypUrJ5nJXapUKXh6ekpmZt+7dw/ly5eXdCQFxOxrV1dXtG/fHhUrVoRMJsOYMWMwe/bs6GPy5s0LHx+fRM9O1xW3b9+WDBbQ09NDeHg49PT0tJgVEVHqS4nPZvxNSkRERERERERERESUwnLnzo1Vq1ZJYl+/fkXPnj1VCsSacPPmTUnhGwDatGmT7POWKFECEyZMkMQePHiAMWPGSGJTpkxReV2DBw/G69evMXfuXFSqVCm602nnzp0lx717905llnx6EluROyXb3xMRZSQsfhMRERERERERERERpYI2bdrAxcVFEjt79iyWLVum8WudP39esu3g4IA8efJo5NxjxoxBmTJlJLHFixfj+PHj0duXL1+W7B8yZAgWL16MbNmyqZyvdOnSqFy5siQ2bdq0FBkUkBYEBwdLts3NzVn8JiLSEBa/iYiIiIiIiIiIiIhSydKlS5EvXz5JbMSIEbh27ZpGr/P27VvJdqVKlTR2biMjI2zbtk3S5hwAevTogffv3yMsLAyfPn2S7OvUqVO85/zzzz8l27du3cK+ffs0k3AaE7P4bWZmpqVMiIjSHxa/iYiIiIiIiIiIiIhSSdasWbFx40ZJLDw8HG3atIG/v7/GrmNhYSHZ/vnzp8bODYj25wsWLJDEAgIC0L17d+jr66sUdF+/fh3v+Tp37oxixYpJYqNHj8aPHz80km9awuI3EVHKYfGbiIiIiIiIiIiIiCgVNWjQACNHjpTE/P390bZtW4SFhWnkGtmzZ5dsf/78WSPnVda/f3+0aNFCEjt9+jSWLFmC6tWrS+KLFi2CQqGI81wGBgaYMWOGJPbq1StMmjRJcwmnEQ8fPpRsW1paaikTIqL0h8VvIiIiIiIiIiIiIqJU9u+//6JBgwaSmLu7O4YMGaKR88csfsdsQ64JMpkM69atU1lLfPTo0ShcuLAkdv36dWzevDne87Vq1Qo1a9aUxBYuXAhPT0/NJJxGnDlzRrIdc6AAERElHYvfRERERERERERERESpzMDAADt37oSdnZ0kvnLlSqxduzbZ58+dO7dk28vLK0Vmf+fIkQNbtmyBTCaLjoWHh+PkyZMqOQwcOBCPHj2K81wymQxr1qyBkZFRdEwul6Nz58749u2bxnPXhm/fvsHDw0MSizkIgoiIko7FbyIiIiIiIiIiIiIiLciePTsOHDiATJkySeJ//vmnSoE0sapVqwZjY+Po7YiICBw6dChZ54xL/fr1Vdq4v3jxAuHh4ZLYz58/0axZM7x9+zbOcxUtWhQTJ05UOVe/fv3ibZuuK06cOIHIyMjobSMjI9SoUUOLGRERpS8sfhMRERERERERERERaUnZsmVVZnqHhYWhdevWeP/+fZLPa25ujj/++EMS27t3b5LPl5Bp06ahQoUKklhgYCBy5Mghib169QpOTk7xtmEfNWoUHB0dJbGdO3dixYoVmktYC8LDw1UK+9WqVUPmzJm1lBERUfrD4jcRERERERERERERkRZ17twZw4cPl8TevXuHdu3aISwsLMnnbdu2rWT7zJkz+PLlS5LPFx8jIyPs2LFDpZD748cP5MqVSxLz9vZGrVq14OvrG+u5DA0NsWPHDmTNmlUSHzJkCC5evKjRvFPT6tWr8fTpU0nM1dVVS9kQEaVPLH4TEREREREREREREWnZ7NmzUa9ePUnsypUrKkXxxGjevLmk9Xl4eDiWLFmS5PMlpEiRIli2bJkkFhISAnNzcxQoUEAS9/b2RvXq1fH48eNYz5U/f36sX79eEouIiEDbtm3x+vVrjeadGj58+IDJkydLYhUrVkSHDh20kxARUTrF4jcRERERERERERERkZYZGBhg165dyJ8/vyT+33//YcOGDUk6Z5YsWdCiRQtJbP78+QgICEhyngnp3r27SkH3xYsXqFChAmxtbSVxX19fODo64vTp07Geq1WrVhg3bpwk9unTJzRt2hRBQUEazTslff78OdZW7/Pnz4eeHss0RESaxN+qRERERERERERERERpQI4cObB//36YmJhI4gMGDICnp2eSzjlx4kTIZLLo7e/fv2PmzJnJyjM+MpkMK1euRMGCBSXxvXv3YtiwYShWrJgkHhQUhD/++AMLFy6EQqFQOd+0adPQrFkzSezRo0do1aoVQkNDNf8CNOz79+/4448/8ODBA0nc2dkZtWrV0lJWRETpF4vfRERERERERERERERpRPny5bF69WpJLDQ0FM2bN8erV68Sfb6SJUvCxcVFElu+fDnevHmTrDzjkzVrVuzZs0fSch0AJk2ahA0bNqBy5cqSuFwux/Dhw9GpUyd8+/ZNsk9PTw9bt25FiRIlJPELFy6ge/fuiIyMTJkXoQEvX75Ew4YNVQYuFCxYECtWrNBSVkRE6RuL30REREREREREREREaUjXrl0xZMgQSezjx4/4448/EBgYmOjzTZkyBYaGhtHboaGhGDNmTLLzjE/58uVV1hf/9u0b+vXrh2PHjqFt27Yqz9m1axcqVqyIu3fvSuIWFhY4duwYcufOrXJ8//79Y50xrk1yuRzLly9H6dKlcf36dcm+fPny4ezZsyqvhYiINIPFbyIiIiIiIiIiIiKiNGbu3LmoX7++JPbkyRM4Ozvj169fiTpXgQIF0K9fP0lsx44d2L9/f7LzjE/fvn3RtWtXSez+/fsYM2YMdu/ejalTp6o859mzZ6hSpQrmzp0rmdWdP39+HDt2DJkzZ5Ycv3btWowYMSLNFMC9vb3RsGFD/Pnnn/jx44dkX86cOeHm5gY7OzvtJEdElAGw+E1ERERERERERERElMYYGhpi3759KFWqlCR+5coVdO/eHXK5PFHnmzBhAiwsLCSxfv364cOHD8nONS4ymQwrVqxQaVm+bt06bNq0Cf/88w8OHTqErFmzSvaHhYVh1KhRqF27Np4/fx4dL1++PA4cOAAjIyPJ8QsWLMC0adNS7HUkRKFQwM3NDU2aNIGDgwPOnj2rcoydnR3c3NxU1jwnIiLNYvGbiIiIiIiIiIiIiCgNsrCwwPHjx5EvXz5JfPfu3Rg1alSizmVlZYWlS5dKYp8+fYKrq2uKzprOnDkz9u7dqzJje+DAgbh//z5atGiBO3fuqKwDDgBXr15FmTJlsGLFiugcnZycsGvXLujr60uOnTRpEhYtWpRiryM2nz59wtq1a1GmTBk4OTnhxIkTsR7Xv39/3L9/H6VLl07V/IiIMiIWv4mIiIiIiIiIiIiI0ihra2scP34c5ubmkvj8+fNVitkJcXFxQevWrSWxw4cPY9OmTcnOMz7FihXD2rVrJbGQkBC0bdsW3759g52dHS5fvowRI0ZAJpNJjvv58ycGDhyIRo0awdfXFwDg7OyMjRs3qlxn2LBhWLduXYq9DoVCgQcPHmDmzJmoXr06cuXKhb59++LBgwexHm9jY4PTp09jxYoVKn9+RESUMlj8JiIiIiIiIiIiIiJKw0qXLo19+/bBwMBAEh8yZAgOHDig9nlkMhlWrlyJXLlySeKDBw/G48ePNZJrXDp27Ig///xTEnv27Bl69+4NhUIBIyMjzJ07F5cuXULBggVVnn/mzBk4ODhgwYIFCA8Ph4uLC/777z+V4/r27Yvdu3drJOegoCCcP38e8+fPh4uLC+zs7FC6dGmMGzcO7u7ucc6Yt7S0xPjx4/HgwQM4OTlpJBciIlKPTJGS/UyIksDPzw82NjYAAF9fX1hbW2s5IyIiIiIiIiKKDe/hSdfwPUu6btOmTejRo4ckZmJignPnzsHR0VHt8xw6dAjOzs6SWNGiReHh4aGyLrgmhYaGombNmrhx44YkvnDhQgwdOjR6Ozg4GKNHj8by5ctjPU+pUqWwfPly1KhRA7Nnz8aYMWMk+w0MDHDo0CE0adIkwZzCwsLg6+sLHx8fvH79Gj4+Pnj06BFu376Nly9fJur12dvbY9iwYejWrRtMTU0T9VwioowoJT6bsfhNaU5GvAnx8gIWLgQePwaKFAH++gsoX17bWRERERERERHFLyPew5Nu43uW0oNp06Zh4sSJklj27Nlx7do1FClSJMHnKxQK/Pr1C+3bt8fRo0cl++zs7LBv3z7I5XLI5XLo6+tDT08P+vr6av8c23ZUDABev36N8uXL48uXL9HX1dfXx9mzZ1G7dm1JPqdPn0bv3r3h5+cX62vp0aMH5syZg3nz5mHOnDkq+ydNmoTSpUvj8+fPKg9/f3/4+Pjg3bt3yVrz3NTUFE5OTujduzeaNm0a/TqJiChhLH5ThpDRbkIOHAA6dwZ+/fod09cHNm8WcSIiIiIiIqK0KqPdw5Pu43uW0gOFQgFXV1eVNbT19fWxceNGhIeH4927d5LH169fERwcjO/fvyM4OBhyuVwruevr68PAwAChoaGx7pfJZLC1tY0umMvlcnz+/FlSKE8L8ufPj2bNmqFZs2aoU6cOTExMtJ0SEZFOSonPZgYJH0JEKeXRI9XCNwBERgK9egElSgBlymgnNyIiIiIiIiIiIkp7ZDIZpk2bplL8joyMRNeuXbWUlXoiIyMRGRkZ536FQgEfH59UzChhRkZGKFWqFMqXL49y5cqhZs2aKFGiBGQymbZTIyKiWLD4TaQlCoUocMcsfEcJDQWGDgXOn0/VtIiIiIiIiIiIiCgN+vr1K/bv349du3bBzc1N2+mkO1myZIGdnR3y58+PAgUKoGzZsihXrhwcHBxgZGSk7fSIiEhNLH4TacmhQ4CHR/zHXLgAXL4M1KyZKikRERERERERERFRGiOXy7Fq1SqMGTMG3759S/XrGxoaIjIyUmut0jWpU6dOyJ49OywtLZEjRw7Y2tpGF7yzZs2q7fSIiEgDWPwm0gKFApg2TRorUgTw9ARKlgTevv0dX7qUxW8iIiIiIiIiIqKMyMfHBy4uLrhy5UqSnv/PP/8gX758sLS0hLm5OczNzWFmZhb9yJQpEwwNDaGvr48+ffpgy5Ytkufb29vj6tWryJEjBxQKBRQKRXTr8qiHXC6PdzvmIyIiQrJ9584dDBkyRCX3sWPHokqVKtDT04vzcefOHUyaNAnBwcFq/f/o1KkTmjdvnqT/l0REpBtY/CbSguvXgdu3pbEpU4CsWYGRI0W78yiHDwNBQWIfERERERERERERZQzBwcGoV68eXr58Gev+TJkyoUGDBqhYsSKCg4Mxd+5clWMUCgX69eun1vVWr16NN2/e4OLFi9Gxp0+folmzZjh79iwyZ84MmUwGPT09GBoaJu1FxaJmzZrIkSMHunTpIolv3boVw4YNQ86cOeN8bt26dTFs2DAcO3YMY8aMgZeXV7zX2rVrF4vfRETpnJ62EyDKiFaskG4XKAC0by9+dnEBlD87hoYC+/alXm5ERERERERERESkfWPGjIm18N2sWTPs2LEDHz9+xOHDhzFx4kTMmTMHJ06cUClKT58+HfPnz1freiYmJjh48CBKlSoliXt4eKBDhw6IiIhI+otJQOfOnTFUeUYQAF9fX3Ts2DHB68pkMjRr1gz37t3Dhg0b4ODgEOexWbJk0US6RESUhrH4TZTKQkKA/fulsQEDAH198XP27EDTptL9hw+nTm5ERERERERERESkfT4+Pvjvv/8kMTs7O5w5cwZHjhxBx44dYWZmJtnfuHFjbN26FTKZTBIfMWIE1q1bp9Z1s2bNihMnTsDGxkYSP3bsGFxdXaFQKJLwatQzZ84c1K5dWxI7d+4cxo4dq9bz9fX10aNHDzx8+BCnT59GkyZNJPstLS0xZswYjeVLRERpE4vfRKns1Cngx4/f23p6QLdu0mPatJFuu7mJGeBERERERERERESU/sVc4ztTpkw4c+YMGjRoEO/z2rdvj1WrVqnEXV1dsXfvXrWunS9fPpw6dQrZsmWTxDds2IAhQ4akWAHc0NAQu3btQr58+STxefPmYffu3WqfRyaTwcnJCceOHcP79+9x4MAB7Nu3Dz4+PrC1tdV02kRElMaw+E2UymK2MK9VC7CyksYaNQKUB2j+/AkoLbVDRERERERERERE6dj3798l2+XKlUPhwoXVem7fvn0xZ84cSUwul6Nz5844deqUWucoXrw4jh49ChMTE0l86dKlGD16dIoVwK2srLBv3z4YGRlJ4r169cLDhw+TdD5nZ2e0bt1aZaY8ERGlTyx+E6Wi0FDVFuYxZ3kDQM6cQOXK0tjZsymXFxEREREREREREaUdkZGRkm1/f3/I5XK1nz9y5EiVduHh4eFo1aoVrl69qtY5qlWrht27d0M/ar3G/5s7dy4mT56sdi6JVaVKFSxdulQS+/HjB1q3bo2goKAUuy4REaUPLH4TpaKzZ4Fv36Sx1q1jPzZmB6NLl1ImJyIiIiIiIiIiIkpbKlasKNl+9eoVLly4kKhzzJgxAwMGDJDEQkJC0LRpU9y9e1etczRv3hzbtm2Dnp60lDB16lT8+++/iconMfr27YvevXtLYs+ePUO3bt0SNQiAiIgyHha/iVJRzJbn1aoBefPGfmzt2tLtmzela4UTERERERERERFR+lS5cmU4ODhIYv/88w8iIiLUPodMJsOyZcvQqVMnSfzr169o1KgRnj59qtZ5OnTogA0bNkCmvE4jgPHjx2PBggVq55MYUbnHHARw5MgRzJgxI0WuSURE6QOL30SpJDwcOHhQGmvbNu7jHR0B5Y5CERHAtWspkhoRERERERERERGlITKZDH379pXE3N3dMX369ESdR09PD5s2bULTpk0l8Y8fP8LJyQm+vr5qnadbt25YuXKlSvzvv//GwoULE5WTukxMTLBv3z7kyJFDEp80aRKOHz+eItckIiLdx+I3USq5eBH4/Fkai6vlOQCYmQHly0tjnp6az4uIiIiIiIiIiIjSnj59+qBAgQKS2LRp0xLd/tzQ0BB79uxB7RitJt+8eYMGDRrg/fv3ap3H1dUVS5YsUYkPHz4c8+bNS1RO6rK1tcWuXbskbdcVCgW6dOmCFy9epMg1iYhIt7H4TZRK9u6VbleqBOTPH/9zqlSRbt+8qdmciIiIiIiIiIiIKG0yMzPD9u3boa/UHlIul6NFixbwTOQsmUyZMuHw4cOoUKGCJP706VPUr18fAQEBap3nr7/+wpw5c1TiI0eOxMyZMxOVk7rq1auH2bNnS2JBQUFo1aoVfnCdSCIiioHFb6JUEBkJHDggjbVpk/DzYnwWxa1bmsuJiIiIiIiIiIiI0raqVati2rRpktj379/RsGFD3Erkl4VZsmTByZMnUbx4cUn80aNHaNiwIT7HbFsZh5EjR2LWrFkq8XHjxqnkqil///032rdvL4k9ePAAffv2hUKhSJFrEhGRbmLxmygVXLkCfPwojSWl+P3mDaDmIEwiIiIiIiIiIiJKB0aNGoWWLVtKYl+/foWTk1OiC+A5cuTAmTNnUKhQIUn87t27aNy4Mb5+/arWeUaPHo358+erxCdOnIhJkyZpvCAtk8mwbt06lChRQhLfsWMHFi9erNFrERGRbmPxmygV7Nsn3S5TBihcOOHnFS8OZMokjXH2NxERERERERERUcahr6+PXbt2oXHjxpL4ly9fUKtWLRw+fDhR58uXLx/OnTuH/DHWZLxx4waaNGmC4OBgtc4zfPjwWAvPU6dOxbhx4zReADczM8OBAweQJUsWSXzEiBG4ePGiRq9FRES6i8VvohQml6sWv9u2Ve+5BgZA2bLSGIvfREREREREREREGYuxsTH279+PBg0aSOI/f/6Es7Mz5s2bl6his62tLc6ePYt8+fJJ4u7u7mjevDl+/vyp1nkGDx6M//77TyU+a9YsDB06FHK5XO2c1FGkSBFs3bpVEouMjET79u3h5+en0WsREZFuYvGbKIV5eADv3klj6rQ8j8J1v4mIiIiIiIiIiChTpkw4dOgQ6tWrJ4krFAqMHDkSrq6uCAsLU/t8hQoVwtmzZ2FlZSWJX7hwAa1atcKvX7/UOs/AgQOxatUqlfiSJUvg6uqKyMhItXNSR/PmzTFx4kRJ7OPHj2jbti1CQ0M1ei0iItI9LH4TpbCdO6XbDg6inbm6KlaUbrP4TURERERERERElDGZmpri+PHj6N69u8q+tWvXonbt2vDx8VH7fEWLFsXZs2eRI0cOSfz06dNo27at2sV0V1dXbNiwAXp60pLDunXr4OLigvDwcLVzUsekSZPQpEkTSczDwwNDhgzR6HWIiEj3sPhNlIIiIoBdu6Sxdu0Sd46YM7/fvAECApKXFxEREREREREREekmY2NjbNiwATNnzlTZd/36dZQtWxYHDx5U+3wlSpTAmTNnkDVrVkn82LFj6Nixo9qF6x49emD79u0wMDCQxHfu3Im2bduqPZNcHXp6eti6dSsKFiwoia9atQrr1q3T2HWIiEj3sPitoz59+oR//vkHJUuWhJmZGSwtLeHo6IglS5YkqrVNbC5cuACZTKbWY968eRp6RenT+fPAhw/SWKdOiTtHsWJApkzS2N27yUqLiIiIiIiIiIiIdJhMJsOYMWOwd+9eZIrx5WFQUBBatWqFwYMHq90GvGzZsjh9+jSyZMkiiR84cADdunVTu3V5hw4dsG/fPhgZGUnihw8fRosWLdReS1wd2bJlw4EDB1Re/59//okbN25o7DpERKRbWPzWQZ6enihdujSmT5+OvHnzYvbs2Rg3bhyCg4MxZMgQVK1aFe9iLjJNWrFtm3S7QgWgaNHEncPAAChZUhrz8kpeXkRERERERERERKT72rRpgytXrqBQoUIq+5YuXQpHR0c8evRIrXNVqlQJJ06cQObMmSXxnTt3onfv3pDL5Wqdp0WLFjh69ChMTU0l8TNnzqBx48b49u2bWudRR+nSpbF27VpJLDQ0FG3atMHHjx81dh0iItIdLH7rmDdv3qBZs2bw9/fH0KFDcfr0afz5558YMWIEbt68ibp16+LOnTto0aKF2qP64rJp0yZ4e3vH++jVq5eGXln6ExIC7N8vjXXpkrRzlSgh3X74MGnnISIiIiIiIiIiovSlfPnyuH37Njp06KCy786dOyhfvjzmzp2r1uztatWq4dixYyqzqTdt2oQBAwZAoVColZOTkxNOnToFc3NzSfzy5cto0KABPn/+rNZ51NG5c2cMHTpUEvP19UXHjh0RERGhsesQEZFuYPFbx4wcORIBAQGwtbXFrFmzJPuMjY2xZs0a6Ovr49atW1i2bFmyrmVra4tixYrF+7C0tEzWNdKzPXuA799/b8tkQCyfP9USc+Y3i99EREREREREREQUJUuWLNixYwdWr14NExMTyb7Q0FCMGjUKNWrUwJMnTxI8V+3atXHo0CEYGxtL4qtXr8bgwYPVLoDXqFED586dU/kO+caNG6hTpw4+xFwvMhnmzJmD2rVrS2Lnz5/H2LFjNXYNIiLSDSx+65Bnz55hz549AIBu3bqpfPgAgEKFCqFu3boAgNmzZ3Nkm5YoFMCSJdJY/fpA3rxJO1/Mmd9eXuIaRERERERERERERIBYB7xv377w9PRE8eLFVfZfv34dZcuWxYIFCxKcBe7k5IS9e/fC0NBQEl+2bBmGDRumdgG8YsWKuHDhAnLlyiWJP3jwALVr14afn59a50mIoaEhdu3ahXz58kni8+bNw+7duzVyDSIi0g0sfuuQvXv3Rn+oaNCgQZzHOTk5AQACAgJw4cKF1EiNYnBzA27dksb+/DPp54s58zs4GHjzJunno/QnLAw4cwZYuxY4fhz4+VPbGRERERERERERkTaUKlUKt27dwt9//w2ZTCbZ9+vXL/z999+oVq0a7t69G+95mjVrhl27dkFfX18SX7x4MUaOHKl2AbxUqVK4fPkyrK2tJfEnT56gZs2aePnypVrnSYiVlRX27dsHIyMjSbxXr154yFaaREQZBovfOuTcuXPRP5ctWzbO48qVKxfrc5IjLCwMISEhGjlXehcRAYwZI43Z2QHNmyf9nPnyARYW0hg/r1GUM2eAokWBhg2Bvn2Bpk0BW1tgyxZtZ0ZERERERERERNqQKVMmzJs3D5cvX0bhwoVV9nt6eqJChQoYPnw4goOD4zxPq1atsH37dujpSUsJ8+fPx9ixY9UugNvb2+Py5csoWLCgJP769WvUqlULjx8/Vus8CalSpQqWLl0qif348QOtW7fGt2/fNHINIiJK21j81iFRo9PMzc1hEbMSqsTGxib6Zy8vryRfz93dHS1btkTevHlhYmICU1NTZM2aFU2bNsWBAwfU/mCTkYSGAoMHA7dvS+MTJgAxBkgmikwWe+tzov37gSZNgNevpfHAQKBbN2DyZG1kRUREREREREREaUH16tVx7949DBkyRGUWuFwux8KFC1G8eHEcPHgwznO0b98eW7ZsUSmAz549G//884/a3xPb2dnh0qVLKFasmCT+9u1b1KpVC/fu3VPvRSWgb9++6N27tyT27Nkz9OvXj99pExFlACx+64jQ0FC8f/8egGjfEh/l/a9jVsQSYfz48Xj79i3GjBmDI0eOYMeOHWjVqhVOnTqF1q1bo0WLFvj+/Xuiz+vn5xfvw9/fP8k5a8vjx0CrVoClJbBihXRfsWJA9+7Jv0bM1uec+U3e3oCLi+g2EJcpU4DVq1MvJyIiIiIiIiIiSltMTU2xaNEiXLhwAfb29ir7/fz80KpVK7Ro0QKvXr2K9RydO3fGxo0bVQroM2bMwNSpU9XOJV++fLh48SLKlCkjiQcEBKBOnTrw8PBQ+1xxkclkWLZsGSpWrCiJ79y5E2vWrEn2+YmIKG1j8VtHKBeZTUxM4j02U6ZMsT4vsQYPHgxPT08MHjwYTZs2RceOHbFhwwYcO3YMBgYGOHr0KDp37pzo89rY2MT7qFy5cpJz1hYzM+DgQdV1lvX1gY0bAQOD5F8jZvGbM78zNrlcDKqIuRqBmZnqsYMHc7AEEREREREREVFGV6tWLdy/fx9TpkyBsbGxyv4jR46gePHimDBhQqyt0Lt27Yp169apxCdPnowZM2aonUeuXLlw/vx5VKlSRRIPCgpCgwYNcOnSJbXPFRcTExPs2bMHWbNmlcQHDx6ssRnmRESUNrH4rSOU19s2MjKK91jl/T9jVmPVULVqVbx+/RqLFi1SaWUDAI0aNUL//v0BAEePHsWhQ4cSfY30xtoaiDFYETIZsHw5EOMzXJLFbHv+6BEQGamZc5Pu2bEDuHFDGuvZE/j6VbzvlIWGAgMHAuzqRERERERERESUsRkbG2PixIl48OABGjRooLI/NDQUM2bMQNGiRbF161bI5XLJ/p49e2J1LG0GJ0yYgNmzZ6udR7Zs2XDmzBnUrl1bEg8ODkbjxo1x6tQptc8VFzs7O2zYsEESCw0NRfv27ZM1aYyIiNI2Fr91hPJs7rCwsHiPVd5vamqa6GuZmJggf/78Ki1slCmvmbJ+/fpEnd/X1zfeh6enZ6JzTguaNBH/lckAR0fg1CnA1VVz549Z/P71S3WdZ8oYIiOBSZOkMXt74L//AD09YMAAYMgQ6f7Ll4Ft21IvRyIiIiIiIiIiSruKFCmC06dPY9u2bciVK5fK/nfv3qFr166oXr26yve1ffv2xYqYaz8CGDNmDObPn692Dubm5jh+/DgaN24siYeEhKBFixbxrkOuLmdnZwyJ8UXZ06dP0b9/f67/TUSUTrH4rSPMzc2jf/7161e8xyrPEld+niaVKlUqujWOu7t7op5rbW0d7yNPnjwpkXKKc3EBNm0C3r8H3N0BJyfNnj9XLrGmuLJHjzR7DdINBw8CL15IY3PnAkpjZDBzJmBnJz1mxAjg27eUzo6IiIiIiIiIiHSBTCZD586d8eTJEwwZMgT6+voqx1y/fh1VqlRB165d4ePjEx3v378/li5dqnL8iBEjsHjxYrVzMDU1xcGDB9GqVStJPCwsDG3btsWOHTsS8YpiN2fOHJX1v7dv3x5rC3ciItJ9LH7rCGNjY+TOnRsA8OHDh3iPVd5vF7P6pSH6+vqw/H8lNjAwEBERESlyHV3i4AB06yaK1ClBJgOKF5fGvL1T5lqUti1ZIt0uXx5o3lway5QJiHmf8eGD6nOJiIiIiIiIiChjy5o1KxYtWoT79++jYcOGsR6zdetW2Nvb4++//0ZgYCAAYNCgQVi4cKHKsUOHDsV///2n9vWNjY2xe/dudOnSRRKPjIxEly5dsHbt2kS8GlVGRkbYtWsXLCwsJPG//voL9+/fT9a5iYgo7WHxW4eULFkSAPD9+3d8/fo1zuP8/Pyify4Rs1e2BkWt9yKTyWJdG5w0j8VvevUKuHRJGvv7bzE4IqbmzX+344+yYIFYF5yIiIiIiIiIiEiZg4MDTp48icOHD6Nw4cIq+8PCwrBgwQIUKlQIs2fPRkhICIYOHYp58+apHDto0CCsXLlS7WsbGBhg06ZN6Nu3rySuUCjQt2/fRM0mj03BggVVlu/89esX2rdvj+Dg4GSdm4iI0hZWLHVIvXr1on++e/dunMfdvn071ueo4+vXr5g+fTouXrwY73Hh4eH4/PkzACBXrlwsfqcSFr9p61bptqUl0KZN7MfKZMC//0pjX74AsXSkIiIiIiIiIiIigkwmQ/PmzfHw4UPMmTMn1mU1v379ijFjxsDe3h7r16/HkCFDMGvWLJXjBgwYkKhZ2/r6+li1apXKGt2AmE3+b8wvuhKpdevW+OuvvySxJ0+eYMCAAVz/m4goHWHFUoe0bdsWsv9P7zx79mycx7m5uQEAcuTIgTp16iTqGl++fME///yT4Foqt27dQnh4OACgRo0aiboGJZ2Dg3Tb2xvg57KMQ6EAtmyRxjp0AIyN435OmTJA69bS2Pz5nP1NRERERERERERxMzY2xsiRI/HixQsMHjwYhoaGKsf4+fmhd+/ecHBwgLW1NaZMmaJyjKurKzZu3Kj2dWUyGRYuXIgJEyao7Bs/fjzGjRuXrEL13LlzUaFCBUls69at2LlzZ5LPSUREaQuL3zqkSJEiaNeuHQBgy5YtCAsLUznm5cuXOHfuHABg9OjRMDAwkOx/+PAh7O3tYW1tjUsxeycrOX36NCIjI+Pcv2LFiuifXV1dE/U6KOlizvz+9g3w99dOLpT6PDyAZ8+ksW7dEn7epEnS7aAgrv1NREREREREREQJy5kzJxYvXgxvb2907Ngx1mOePXsGFxcX7Ny5Ew4xZu8oFAr06tULW2O2M4yHTCbDtGnTMHPmTJV9M2fOxNChQ5NcADc2NsauXbuQJUsWSXzgwIF4+/Ztks5JRERpC4vfOmbu3LnImTMnXr9+jXHjxkn2hYaGwtXVFZGRkahQoQIGDRqk8vwZM2bg2bNnePv2LcaMGRPndV69eoVRo0bF+iFi06ZN2PL/6aedOnWCk5NTMl8VqcvGBjA1lcYePdJOLpT6tm2TbhcpAlSpkvDzSpdWbY2+YIEoghMRERERERERESWkUKFC2LFjB27cuBHnUpve3t54FMuXlQqFAt27d0+w22hMY8aMwZJYZnAsWbIErq6ukMvliTpflEKFCmH16tWSWFBQEHr16sX250RE6QCL3zrG1tYWR44cQZ48eTB//nw0btwYy5cvx/z581GpUiWcPXsWZcuWxeHDh2FiYqLyfOUPBLH9Q25mZoZChQoBABYsWIDy5ctj+vTp2LhxIxYuXIiGDRuiR48eUCgU6NGjB9avX59yL5ZU6OkBxYpJY1z3O2NQKIBDh6QxFxexrrc6Jk6UbgcFiQI4ERERERERERGRuipWrAg3NzecPHkSFStWVPt5crkcLi4u2L17d6Ku99dff2HdunXRy4FGWbt2LUaMGJHkYnWHDh3QqVMnSez06dNYuXJlks5HRERph0zBoUw66dOnT1i0aBEOHDgAHx8fGBoawt7eHp07d8aAAQNgZGQU6/Pu37+PNm3aICQkBNu3b0etWrVUjlEoFDh//jyOHDmC69ev49mzZ/j69StMTEyQL18+1KxZE71790bVqlVT5LX5+fnBxsYGAODr6wtra+sUuY6ucnGRzgAeMABYvlx7+VDquHcPKFtWGnvwAChZUv1ztGsH7N37e9vcHHj5EsiRQyMpEhERERFRBsR7eNI1fM8SaY5CocCRI0cwceJE3Lt3T63n6OvrY9euXWgTs01hAnbu3AkXFxeVpTpnzJih0iFVXZ8/f0apUqXw7t276JipqSnu3buHwoULJ+mcRESUOCnx2YzFb0pzeBMSv3//BcaP/71dpw5w/rzW0qFUMm2adPZ2gQLAixfqz/wGRIv8kiXFLPIoo0YBs2drLk8iIiIiIspYeA9PuobvWSLNk8vlOHDgACZNmgQvLy+1nnPw4EG0bNkyUdc5ePAg2rZtq1IAX7lyJfr165eoc0U5deoUGjduLIk5Ojri8uXL0NfXT9I5iYhIfSnx2Yxtz4l0TPHi0m22Pc8YjhyRbjdvnrjCNwA4OACdO0tjy5YBHz4kLzciIiIiIiIiIsq49PT00KZNG9y7dw/bt2+Hg4NDgs9xdnbGihUrEnUdZ2dnbNq0SSU+YMAAnDx5MlHnitKoUSMMGDBAErt27Rrmzp2bpPMREZH2sfhNpGNiFr8/fAA+f9ZOLpQ63r0DbtyQxlq0SNq5Jk0ClAet/vwJzJiR9NyIiIiIiIiIiIgA0dK8U6dOePDgAQ4cOJDgmuADBw5EtmzZ4OnpqfY1unTpgsWLF0tiCoUCnTp1wosXL5KU99y5c1GoUCFJLDGt3ImIKG1h8ZtIxxQqBBgYSGOc/Z2+HT8u3c6SBahZM2nnKlIE6NZNGvvvP+DOncSfKyRErBnOmeNERERERERERBRFT08Pzs7O8PT0xOnTp1GnTp04jw0KCkKVKlVQrVo1bN68GSEhIQmef/Dgwfjnn39UzuPs7Izg4OBE55s5c2Zs2rQJenq/yyXh4eHo2rUrQkNDE30+IiLSLha/iXSMoaEoYCpj8Tt9O3VKut24MWBklPTzTZwIGBv/3pbLAVdXIMZySbFSKIADB4B69UQRvlAhIHduoHBhYMkSIDw86XkREREREREREVH6IZPJ4OTkhPPnz+Pq1atoEU8rw2vXrqF79+7Ily8fhg4dCu8EvvCcMmUK2rZtK4k9fPgQEyZMSFKu1atXx6hRoySxBw8eYN68eUk6HxERaQ+L30Q6KOayOSx+p1+RkcDZs9JYo0bJO6edHTB+vDR28yaQ0Gf5p0+Bhg2B1q2B8+eBiIjf+168AIYMAerWBT59Sl5+RERERERERESUvlSrVg2HDh3C48eP4z3uy5cvWLx4MRwcHFCjRg2sWLECAQEBKsfJZDJs2LABJUqUkMSXLVuGR48eJSnHyZMno3Tp0pLYjBkz8ObNmySdj4iItIPFbyIdFHPdbxa/06/bt4EvX6QxJ6fkn3fUKKBYMWls3Djg2DHVY3/9EmuFlyoFuLnFf96rV0WB/MeP5OdIRERERERERETpS9GiRREREYE//vgjwWOvXr2KgQMHIk+ePGjSpAm2bNmCT0qzLszMzLB//34YK7U4jIyMxPiYsz7UZGxsjA0bNkAmk0XHQkJC8PfffyfpfEREpB0sfhPpIBa/M44zZ6TbRYsCNjbJP6+xMbB6NaD0WR5yuZjVvXKlmNUdGgps2iSuOXUqEBam3rnv3AH69Ut+jkRERERERERElP7o6+vj8OHDaN++vVrHR0ZG4sSJE+jWrRty5cqFihUrYuzYsTh69CgUCgUGDBggOf7kyZOIVGd9v1iUL18e/fv3l8T27t0Lt4RmhBARUZphoO0EiCjxYha/fXyAnz8BU1Pt5EMpJ+bnak3M+o5SsyYwebKY1R0lLAwYMAAYMUK0XP/1K/bnWlsDM2cCzZoB9+4BXbsCvr6/92/bBrRvD8SzlBNlcL9+iffJsWPAy5eAoaHoLtCxo3ifKw/MICIiIiIiotT1/ft33L59G0+ePEGmTJmQPXv26IeVlRXMzc21nSLpOAMDA2zduhVhYWE4ePCg2s9TKBS4desWbt26Fecxv379gq+vL+zs7JKU2/Tp07F7924EBgZGxwYPHox79+7B0NAwSeckIqLUw+I3kQ4qWlQUhhQKsa1QAE+eAOXKaTcv0qyfP0UbcWWaLH4DwIQJovC4aZM0Hlfbcn19YOhQUTQ3MxOx2rXFuuSVKwNBQb+PHToUaNwYMDLSbM6k+44fB1xdgbdvpfGbN4ENG4Dq1YF168TvOiIiIiIiIko9AQEB6NGjB06cOAFF1BdPsciTJw+KFy8OBwcHFC9ePPphZWUlaRlNFB9DQ0Ps3LkTzs7OOHnypMr+ChUq4NGjRwgJCUnUeQ0MDGAW9cVVElhaWuLff/9FP6XWht7e3li6dCmGDx+e5PMSEVHqYNtzIh1kagrEHLj46JFWUqEUdOmStNW4vj5Qp45mr6GnB6xdCwwenPCxtWqJNcjnzftd+I5SpAiweLE09uqVaK1OFEWhAGbMAJo2VS18K7t6FahQAThxIvVyIyIiIiIiImDq1Kk4fvx4vIVvAPD398e5c+ewbNky/Pnnn6hXrx7y5MmDnDlzomHDhhg3bhz27dsHHx+fBM9FGZuxsTH279+PunXrquz7+PEjbty4gW3btqF58+YwVbPt5ZgxY5AjR45k5dW7d29UqFBBEps8eTL8/f2TdV4iIkp5LH4T6Siu+53+xVzvu2pVIEsWzV/HwEAUrk+eBCpVUt1fs6aYqXvhAlC6dNzn6doVqFZNGpszBwgP12i6pMMmTxbdBtTx4wfg7Czee0RERERERJQ6fJXXNEuCwMBAnDlzBjNnzkTbtm1hZ2eHnDlzonHjxhg/fjz279+f7GtQ+pMpUyYcPnwYjo6Okrivry9atGiB2rVr4/Dhw/j8+TPOnz+PcePGoVq1aioF7uzZs2Ps2LGYMmVKsnPS19fHsmXLJLHv379j9OjRyT43ERGlLLY9J9JRxYtLi0Isfqc/MYvfmm55HlOjRuLx9i3w7JmYaV68OKDuQFmZTKwDXrv275ivL7BnD9C5c8rkTLpj0yZg6lTVeJ06QJcuwNevwPLlog1/lLAwoFUr4NQpzXc9ICIiIiIiIlUFCxaMc5+JiQl+/fqV6HMGBgbi1KlTOHXqVHQsX758cHR0jH6UL18exsbGScqZ0gczMzOcOHEC9evXl6zn/fLlSzRo0AAXL15Erly5UKdOHdRR+pIgKCgI7969g5WVFSwtLTXadr9q1aro0aMHNm7cGB3bsmULBg8ejIoVK2rsOkREpFkyBfvOUBrj5+cHGxsbAGJ0n7W1tZYzSpvWrQP69Pm9Xbw4W5+nJ+/fA3nySGNXroi1kNO6atWAa9d+b9esKVq4U8Z19y7g6Agof0cikwHz54u14aPuS3/+FL/XduyQPj9HDrEeeP78qZUxEREREamL9/Cka/iejd/Nmzfh6OiIiIgISdzQ0BBDhgzB8OHD8eXLF3h7e0sejx8/TvS6zMqMjIxQvnx5SUGcfzYZU2BgIOrUqYOHDx9K4qVLl8b58+dhaWmZqvl8+PAB9vb2+PbtW3Ssffv22LVrV6rmQUSUXqXEZzMWvynN4U2IetzdpYVQAwNRODI01F5OpDlbt4o24lHMzYHAQN348927F2jXThp79gwoXFg7+ZB2ffsGlC0r1oBXtnIl0K+f6vGRkUCvXsDmzdJ4uXJiLfBMmVIsVSIiIiJKAt7Dk67hezZhbm5u6NChAz5//qyyL1euXJgxYwZ69uwJfX396LhcLsfr169x584d3Lp1Czdv3sTNmzfx5cuXJOdhbW2N6tWro0aNGqhZsyZKliwpuSalXx8+fECtWrXw9OlTSbxixYpwc3ODhYVFquYzc+ZMjBs3LnpbT08Pz549i7dTAhERqSclPptxzW8iHRVzze+ICODFC+3kQpoXs+V53bq6UfgGgBYtgOzZpbGYhUzKOEaPVi18DxoUe+EbEO32168HmjeXxu/cEeciIiIiIiKilNWgQQPcuHEDpUuXVtn38eNH9O3bF5UqVYKbmxui5lXp6emhYMGCaNOmDf7991+cPn0agYGBePnyJXbv3o3Ro0ejfv36yJo1q9p5+Pn5YdeuXfjrr79QtmxZZM+eHU2aNMG///6Ly5cvJ6kFO+kGKysrnD17FgUKFJDEb968iaZNm+LHjx+pms+AAQNgZmYWvS2Xy7Fw4cJUzYGIiNTH4jeRjsqWDcidWxpj2/P0QaFI/fW+NcnISHWN782bAblcO/mQ9ly4IGZ4K3N0FO3O46OvD2zZAtjbS+NLl4r1v4mIiIiIiChlFSxYEO7u7hg5ciQMYxmNf+fOHTg5OaFGjRo4deoUYmsuKpPJUKBAAbRr1w6zZs2Cm5sbAgMD8ejRI6xbtw59+vRBiRIl1F6j+evXrzhx4gTGjx+PWrVqwcLCAjVq1MCYMWNw7NixZM0yp7TH2toaZ8+eVZkBePXqVTg7OyM0NDTVcsmaNSv69u0ria1fvx6BgYGplgMREamPxW8iHRZz9re3t3byIM3y9gb8/aUxXSp+A0CPHtJtHx9RCKWMI2r9bmWmpsC2bWKAREIsLIADBwATE2m8Rw/g0yeNpUlERERERERxyJw5M+bMmQMvLy+0aNEi1mPc3d3RuHFjODo64sSJE7EWwZXp6emhePHi6NWrF9asWYOHDx/iy5cvOHXqFCZPnoxGjRqp3dI6LCwMV69exezZs9GsWTNkz54dpUuXxsCBA7Fjxw74+vom+jVT2lKgQAGcPXsWVlZWkribmxu6du2KyMjIVMtl6NChkrb7P3/+xIoVK1Lt+kREpD4Wv4l0GIvf6VPMWd82NqozYNO6cuWAkiWlsV27tJMLacfEiapLMcycCcToWBYvBwdg3jxp7P170TI9ge9TiIiIiIiISEOKFCmCQ4cO4fTp03BwcIj1GA8PDzRp0gRVq1bFsWPHEiyCK7OwsEDDhg0xadIknDx5Ep8/f4aXlxdWr16Nbt26qb2uskKhwIMHD7BixQp07twZtra2sLOzg4uLC1atWgUvLy/I2ZZO59jb28PNzQ3ZY6yxt2fPHgwaNChR77XksLW1RceOHSWxpUuXsv0+EVEaxOI3kQ5j8Tt9iq3luZodwNIMmQzo2lUaO3yYrc8zitu3gZhLX1WrJtb6TqyBA4HGjaWx/fuBjRuTnB4RERERERElgZOTE+7du4fVq1fDzs4u1mM8PT3RrFkzlC9fHtu2bUN4eHiir6OnpwcHBwf07dsXmzZtwosXL6LX/x40aBDKli2rdqt0Hx8fbNu2Df3790fJkiWRM2dOtGjRAnPnzsW1a9cQFhaW6Pwo9ZUsWRInT56UrLsNACtXrsSkSZNSLY8RI0ZItj9+/IgtW7ak2vWJiEg9MkVqDY0iUpOfnx9sbGwAAL6+virrutBv584B9ev/3jY1Bb5/B/Q4rEVnhYUBlpbAjx+/Yzt2ADEGluqEZ89UZ6xfuwZUraqdfCh1RESIP+Nbt37HjI2Bu3eBYsWSdk5/f6BUKUB5Ka3MmUWRXde6IhARERGlN7yHJ13D96xmhIeHY/PmzZgxYwZevXoV53HW1tYYOnQo+vbtiyxZsmjs+l+/fsW1a9dw5coVXL58GR4eHklaA9rExARVqlRBzZo1UaNGDTg6Omo0T9Kss2fPokmTJiqDFhYvXozBgwenSg5OTk5wc3OL3q5bty7OnTuXKtcmIkqPUuKzGUtkRDos5szvnz8BLmek265flxa+AekAB11SpIhoW63s4EGtpEKp6L//pIVvAJgwIemFbwDIkwdYs0Ya+/FDDApJwncbRERERERElEyGhobo3bs3njx5gvXr16NQoUKxHufn54cRI0bAxsYGI0eO1Ng63BYWFmjcuDGmT5+Oixcv4uvXr5L1v7Nly6bWeX79+oWLFy9i+vTpaNy4MbJly4by5ctj8ODB2L17N/z9/TWSL2lG/fr1sW3bNpWZ/0OGDMH27dtTJYeBAwdKtt3d3dn6nIgojWHxm0iH5c4NWFhIY48eaScX0oyYLc/LlQNy5tROLprg7CzdZvE7ffP1FYVuZcWLA6NGJf/crVoBffpIY3fuAKNHJ//cRERERERElDSGhobo2bMnHj9+jI0bN6JIkSKxHvft2zfMmzcPBQsWRNeuXXH37l2N5mFsbIxq1aph1KhROHLkCD59+qSy/rc65HI57ty5g6VLl6JDhw7ImzcvChUqhO7du2Pt2rV4/Phxqq0xTbFr27YtVqxYoRLv3r07Tpw4keLXr1u3LvSU2m6Ghobi2rVrKX5dIiJSH4vfRDpMJuO63+lNzOJ3gwbayUNTYha/nzzhezQ9GzwYCA6WxlatAoyMNHP+RYtUf+ctXizWkyciIiIiIiLtMTAwQPfu3eHt7Y39+/ejWrVqsR4XERGBrVu3oly5cqhfvz4OHjyIyMhIjeejp6eHkiVLon///ti2bRt8fHxU1v9W18uXL7F582b07dsXxYsXR65cudCqVSvMnz8fHh4eSVrXnJKnX79+mDZtmiQWERGBNm3apHghOmvWrChfvrwkxrbnRERpC4vfRDqOxe/0IzAQuHFDGnNy0k4umlKhApAvnzR2/Lh2cqGUdeCA6sz+Pn2AmjU1d43MmYFdu8Qa4spcXID79zV3HSIiIiKijCwiIgIrVqxA9erVkT17dpiZmcHBwQFjx47F+/fvNXINmUym1qNZs2YauR6lHn19fbRq1QpXr16Fu7s72rRpo9KiOsq5c+fQqlUrFCpUCLNnz0ZgYGCK5mZra4vOnTtjxYoVePDgAQIDA3HkyBGMGjUK1apVg6GhoVrn+fTpEw4ePIgRI0agatWqsLCwQL169TBx4kScOXMG379/T9HXQcL48eNV1vkOCQlB06ZN4eXllaLXrlu3rmT7/PnzKXo9IiJKHBa/iXQci9/px/HjgFz+e9vUFKhRQ3v5aIKeHtC0qTR2+rR2cqGU8+ED0K+fNJYzJzB7tuavVaqUmAGu7Pt38T57+1bz1yOKolAAz58Du3eLjgZLlogBH0+fin1ERERE6cGnT59Qo0YNDBw4EJ8/f8bo0aMxZ84cFChQALNmzULp0qVx6dIlbadJOsLR0RF79+7F06dP8eeffyJTpkyxHufj44MxY8bA2toavXr1wp07d1IlP0tLSzRr1gyzZ8/G1atX8fXrV1y6dAkzZszAH3/8gSxZsqh1npCQEJw/fx7Tpk1Dw4YNkTVrVlSoUAFDhw7F3r17NTZohKRkMhkWLlyILl26SOJfvnxBo0aN4OPjk2LXrlevnmTbw8MDwTFb4RERkdbIFFykhNIYPz8/2NjYAAB8fX1hbW2t5YzStmPHAOWB0JaWwKdPoiU66Zb27YE9e35vt2gBHDqkvXw0Zd8+oG3b39smJsDnz0Ac97ykYxQKoHlz8btI2ZYtYkZ2Sl3TxQXYvl0aL1QIOHsWyJ8/Za5LGdPdu8D69eL3c1zfWRUuDHTrBvTvLwZ+EBERZSS8h08/IiIiULduXVy5cgXVqlWDm5ubpFg5btw4zJw5E1mzZoWnp2ecazurQyaT4c8//8SgQYPiPc7MzEzj7ym+Z7UnMDAQK1aswLJly/Dhw4d4j61WrRr++usvtG7dGkaaWksrkSIjI/Hw4UNcuXIFV65cweXLl/E2iaOuCxcujBo1aqBGjRqoWbMmihQpEueMeEqc8PBwtGzZUmW9b3t7e1y9ehU5cuTQ+DWDg4ORLVs2RERERMfc3NxQv359jV+LiCi9S4nPZix+U5rDm5DEeflSFHyUffgA5MqlnXwoacLCRMHk27ffsTVrRNtoXfflC5Ajh3RW+6lTQMOG2suJNGfePGDkSGmsZUvRBj0l7+N//QIaNACuXpXGra3FgIvKlVPu2pQx3LoFTJgAnDyp/nMsLICJE4G//gLU7JhIRESk83gPn36sWLECAwcOhEwmw8OHD+Hg4CDZHx4eDgcHBzx//hzNmjXDkSNHknwtmUyGSZMmYfLkycnMOvH4ntW+X79+Yffu3Vi6dClu3rwZ77F58uRBv3794Orqijx58qRShrFTKBTw8fGRFMMfPXqUpHPlzJkTNWrUQLVq1eDo6IgKFSrAxMREwxlnHD9+/ICTk5PKet81a9bEmTNnYBxz/TQNsLe3x7Nnz6K39+zZg7bKsz+IiEgtKfHZjG3PiXRc/vxiJq2yJH7uJi26fFla+AZU24XrqmzZgCpVpDG2Pk8fjh4FRo2SxqysxMCNlB7AbmIiCuz29tK4nx9QvTowfTrw82fK5kDpk7c30K4dULFi4grfAPD1K/D332Kt+zdvUiY/IiIiopSgUCgwc+ZMAED16tVVCt8AYGhoiB49egAAjh49inv37qVmipSOmJiYoFu3bvD09MT169fRpUuXONfb9vf3x+TJk2Fra4t27drBzc0NcuXR9alIJpPBzs4OLi4uWLlyJby8vPDp0yccPnwYI0eOhKOjo9rrhgcEBODAgQMYOXIkatSogSxZsqBq1aoYNmwY9uzZAz8/vxR+NelL5syZcfToUZQoUUISv3z5Mvr164eUmP8XEhKikgMREaUNLH4T6Th9faBoUWmM637rnpgD5itWBLQ8oFmjYs7yPnVKO3mQ5ly+DHTqpLrW8YYNqdf2OWdO4OJFoGRJaTwiAvjnH9GKesYMFiFJPa9fAz17ivfT3r1xH2dlBTg6ikEWcb3XPTyAcuVEG34iIiIiXXD9+nX4+voCABo0aBDncU5OTtE/71Fet4soCWQyGapUqYKtW7fC19cXU6dORd68eWM9NiIiAnv37oWTkxPs7e0xe/ZsfPz4MZUzVpU9e3Y0b94cc+bMgbu7O75+/YoLFy5g+vTpaNy4sdrrhoeHh8PDwwOLFi1C+/btYWNjAxsbG7Rv3x6LFi2Ch4cHwsLCUvjV6DZLS0ucOnUK+fLlk8Q3bdqEWbNmafx6P2OMuDc1NdX4NYiIKGlY/CZKB2IMasTdu1pJg5JILhczWJU1b66dXFJKo0bS7YcPgXfvtJMLJd/x4+LPNDhYGp8xA/jjj9TNJXdu4MIFoEYN1X3+/qJtdf78ovvAv/+Kzhhc8IWUPX8O9O4NFCkCbNwoXaIhipWVGFDx+LF4X7m7A1euiGVGrl0DOndWfc7nz+Lvw86dKf4SiIiIiJLt3Llz0T+XLVs2zuPKlCkDPT09leckl1wuR3DMGwzKUKysrPDPP//g9evX2LVrF2rEdpP3fy9evMCYMWNgbW2NDh064OzZs1qbDR5TpkyZULt2bYwfPx4nTpzA58+fcefOHSxduhTt27dPVOt2Pz8/7NmzB8OGDUPVqlWRJUsW1KhRAyNHjsT+/fvxjl+sqMiXLx8OHz6sUogeN24c9sY3yjkJfvz4IdnmzG8iorSDxW+idKB8eel2AsslURrj7q46M7VlS+3kklIqVRJr4Spj63PdExwMDB0qWvLH6O6Fzp2BsWO1khayZwfOnxeF7rjarXt6AuPHi8FC9vZinXJ2acy4wsKAY8eANm1E95T160XHgJiyZQNmzwZevgSmThXHKr/HZDKgalVg2zbxu7xwYenzw8NFh4Q1a1L29RAREREl18OHD6N/jlpzMTbGxsbI+f/2N15eXsm65ps3b9CvXz8ULFgQJiYmMDc3h7GxMapVq4bFixertBSmjMHQ0BDt27fH5cuXcefOHfTu3RuZMmWK9djw8HDs3r0bDRo0QNGiRTF37lwEBASkcsbx09fXR9myZTFo0CDs2rULb9++xcuXL7Fp0yb069cPpUuXhkzNdcNCQ0Nx9epVzJs3D23atEG+fPlgbW2NVq1aYebMmTh79iy+fv2awq8o7Stfvjy2b9+u8v+1a9euuHHjhkauERERgdDQUEmMM7+JiNIOmSIlFrwgSoaUWNw+vbtwAahb9/e2oSHw/TtgbKy1lCgRBgwAVq78ve3gIGZGp/SayamtTRtg//7f2506Adu3ay8fUo9cLrpJ7N8PrFghZrPG1LIlsGtX2vidc/s2MG6c+q3127cXM8ILFUrZvEg7FArg/XvgyRPg6VPx8PYGLl1S7VygLHNmYPhw8ciaVf3rff0qWqfH7OYBiAJ7z56JfglERERpHu/h0wdHR0dcv34dgPgzjdk2WFmZMmVw//59AMDnz5+RLVu2RF8vqiiVL18+9O3bF2XKlAEAeHp6YsWKFQgKCoK9vT0OHz6MojHXektAQmsl+/v7o3LlygD4ntUVQUFB2Lp1K1atWiUZqBEbIyMjtG7dGq6urqhTp47ahWVt+vbtGzw9PXHt2jW4u7vj+vXrCAoKSvL5ihYtisqVK6NSpUqoXLkyypQpAxMTE80lrCPmzZuHkSNHSmK5c+eGh4cHbG1tk3XuHTt2oHOMFmD+/v7InTt3ss5LRJQRpcT9BIvflObwxjnxvn5V/XL+5k2gQgWtpEOJEBYm1vZWLihOny5mqKY3q1cD/fr93s6RQ7QM1mMPkjQnMBBwcwNOnhSP9+/jPrZzZ9Eq2tAw1dJTi4eHWH981y4goe8MTE3FzNzYWleT7ggPFy3IPTzEIIioYndiumeamAD9+4suBrlyJS0PuVx0SFi6VBqXyYBNm4CuXZN2XiIiorSK9/DpQ8mSJaNncn/69AnZs2eP89iqVavCw8MDAODj45OkIpJMJkP16tVx7NgxWMRoE+bj44MaNWrAz88P+fPnx61bt+LNJ7Zzq4vvWd2iUChw7do1rF69Grt27cKvX7/iPb5w4cLo1asXunXrFu+AjrRGLpfj8ePHuHbtWnRB3NvbO8nnMzQ0ROnSpVG5cuXoonixYsWgr6+vwazTHoVCAVdXV6xdu1YSL126NK5cuQJzc/MknTcyMhIlS5bE48ePo2PlypXD7du3k5UvEVFGxeI3ZQi8cU6aokXFl/xRVq6UFhopbTp6VHV975cvgQIFtJNPSnr1CihYUBq7dUu1bT9ph0IhukjMmycK3gktl2ZsDMyaBQwenLYHMISFARcvAgcPAocOAW/fxn3ssGHA/Pnpr+tCeuflBSxaJLoTxNaZQB2ZMwN//ilmeltZJT8nhQKYNAmYNk0a19MDtm4VnS+IiIjSC97Dpw+FChXCy5cvAYhZqPEVhWrVqoXLly8DALy9vVGsWLFEX+/169ewsrKKs531vn370LZtWwDA0KFDsXDhQrXPzeJ3xvDlyxds2bIFq1atwqNHj+I9Vk9PD40bN0avXr3QvHlzGBkZpVKWmvPlyxd4eHjA3d0d165dg4eHB75//57k82XOnBmlS5dG2bJlUa5cOZQtWxYlS5aM8++krgoPD0fjxo1x7tw5SbxZs2Y4ePBgkgYAbNu2DS4uLpLYgQMH4OzsnJxUiYgyLBa/KUPgjXPSdO4M7Njxe7tvXzHTltK2mK3Aq1UDrl7VXj4pzd4eePbs9/asWcDo0drLhwR/f6BXL1H0VkezZsCcOUDx4imbl6YpFGLAxb59YoBQbDPChw8XAwBYAE/7/PyAv/8G9uwRf7aJJZMBVaoAPXoAHTsCMSYcJZtCIVrwz5oljevri3+v27XT7PWIiIi0hffwqSsiIgKGGmi7tGHDBvTo0SN6O7VnfickMjISVlZWCAwMRNasWREYGAg9NUfdsu15xqJQKODu7o5Vq1Zh9+7dKuswx5QjRw64uLigV69eKFWqVCplqXlyuRxPnjzBjRs34OnpiRs3buDu3bsICwtL8jn19fVRrFix6GJ41CMxnRfSoi9fvsDR0RFPnjyRxIcNG4YFCxYk6lxPnz5Fw4YN4ePjEx0rW7Ysbt++rRMt9omI0qKUuJ8wSPYZiChNqFBBWvy+dUt7uZB6fH3FTFRlXbpoJ5fU0qCBtPjt5sbit7adOSMGz3z6FP9xRYoATZoAffoAJUumTm6aJpMBFSuKx6hR4hGj+xkWLBDLSPzzj1ZSJDXt3AkMGJBwS/somTKJ97C9vXg4OABOTklvba4OmUysJx8eLjoKRImMFDO/9fWB1q1T7vpEREREiaE80zuhVtIhISGxPk+T9PX1UbZsWZw9exZBQUHw9vZGiRIl1Houi9kZS1QL/erVq2PRokXRs8HjahP+6dMnLFq0CIsWLULFihXRs2dPdOrUKUlr12uTnp4eihcvjuLFi6Nbt24AgNDQUNy/fz+6IO7p6YnHjx9D3blvkZGR8PLygpeXF7Zu3Rodt7GxiS6IlytXDiVKlEDBggV1pm16tmzZcPToUVSpUgWfldqFLVy4EOXLl1eZxR2X/fv3o0ePHioz7idPnszCNxFRGsOZ35TmcNR40ly8CNSp83vb0BD4/l20Jqa0adQoYO7c39tmZqIlc5Ys2ssppR04IC32GBsDX76IwhSlvsOHgbZtRXEupkyZgLp1gUaNgD/+EIXD9GjDBtEpIzJSGj95Urx2SlsUCmD8eGDmzLiPKVMGqFoVKF1aLAlibw/ky6e99vwKhWipv3ixNG5gILoQtGihnbxI+4KCgCtXgHv3gOfPgY8fgR8/xENPT/weVn6Ymv7+2cBA/O4ODxfLO/z6Bfz8KZ7786f0AQCWluJhYyP+blSuLJYd0ZHvK4kojeM9fOpTXmc2qfLkySNZa7tTp07YuXMnAODWrVsoH8/6VLlz58aHDx+QJUsWfP36Ndm5xKVz587Y8f9R/m5ubqhfv75Gzsv3bPqnUChw/fp1rF+/Hjt37kRwcHC8xxsbG6N169bo1asX6tWrp3aXAV3w7ds33Lp1K3p2uKenJ3x9fZN9XmNjY9jb20cX4IsXLw4HBwfY29vDOI1+GXnp0iU0aNAA4UpfgmTOnBm3b9+Gvb19nM+LiIjA2LFjMW/ePJV9VapUwbVr11j8JiJKBs78Tobt27ejZcuWyJw5s7ZTIUoR5cpJt8PDgfv3gUqVtJMPxe/TJ2D5cmmsa9f0XfgGRDFVT+/3etKhoaLNe4MG2s0rI/LwADp0UC1858kjios9eoh1kNO7nj3FYKFu3aSts7t2Be7eBfLm1VpqFENkJNC/v+psfUC0LB8yRLTvz58/9XOLj0wGLFwo/q4p/96PiBCDT/btA5o3115+lLq+fhWdC7ZuFf/+aXMYcvbsYhmLnj2BWrW43AMRkS5JyhrbCSmp1N7J19c3zuJ3aGgoAgICAEDtmdhJJY+6cQR0ZoYppQ0ymQyOjo5wdHTEokWLsHfvXqxfvx6XLl2K9fjQ0FDs2LEDO3bsQP78+dGtWzd07doVRdLBKPAsWbKgbt26qFu3bnTsw4cPuHv3Lu7cuRP932fPnqk9QxwQ/88ePHiABw8eSOJ6enooWLCgpCBevHhxFCtWDFm0/KVXrVq1sGbNGsmSDz9+/ED79u1x/fp1mJiYSI5/9uwZduzYga1bt+KZchvD/ytVqhT27NnDwjcRURqUYYrfenp6KFKkCJo1a4bevXujSpUq2k6JSKOyZBEz3JSXr7l2jcXvtGraNDE7K4qenlhrOL3LmlW8J/+/PBwA0Xabxe/U9fWrWG84ZjfDFi2A9etFQSQjcXEBPnwARoz4HQsIEIXUEydYEEoLomZPx1b47twZWLpUzGpNq2QykWNkJLBq1e94eDjQqhWwerV4v1H6FRgoBkEsXQp8+6btbITAQGDTJvEoUQIYO1YMijLIMHeIRESkrF69etE/3717Fy1btoz1uHv37kUXpZWfkxjLli1DlixZols1x+X9+/fRP+fJkydJ1yLKnDkzunfvju7du+PZs2fYuHEjNm3ahLdv38Z6vI+PD6ZNm4Zp06ahSpUq6NatGzp06KDz614rs7KyQqNGjdBIqd1ZcHAw7t+/LymKP3jwIME11GOSy+V4/vw5nj9/jiNHjkj2Zc+eHfnz54ednR3y58+v8siWLVuKF5K7d++OK1euYK3SzeW9e/cwfPhwLF++HP7+/ti1axe2b9+OGzduxHmerl27YuXKlTA1NU3RfImIKGl0qu25u7s79uzZg+fPn0Mmk8HBwQHNmjVDjRo11Hr+gQMH0KZNG8hkMpQoUQL3799P4YwpKdh+Kul69RItfKO0bQvs2aO9fCh2t2+LdqPKbZZdXIAtW7SXU2qaMAGYMeP3dvnyXKM+tfXsCWzcKI316AGsW6e91tDaplAAzs6iFbyy3bvFQAHSrnnzgJEjpTE9PWDlStG2XlfI5YCrq/i7FtOUKWKteQ62SF8iI8Wf99ixgNLygmlWyZKiQK+8lA4RUUJ4D58+KBQK2Nraws/PDzVr1oxzhuy///6L8ePHAxBF8jJlyiT6WnZ2djAxMYm3fXtoaChy5cqFb9++IWfOnPjw4YPGimJ8z1JkZCTOnDmD9evX4+DBg5I22LExNDREkyZN0LVrVzRr1izNtvXWtPDwcDx58iS6GH737l3cu3cPgYGBKXI9MzMzSWHcxsYGlpaWyJYtm8rDwsIiye3pg4KCkDNnTkRERKjs09PTk3SdiMnQ0BCLFy9G//79OeObiEhDUuKzmU4Uv8PCwtCrV6/odX5iKlOmDObNm6fWiNPs2bPjy5cvkMlkiIy5wCelCbwJSbr164HevX9vW1kB/v78Ij0tCQwEHB0B5W5JJiaAtzdgZ6e1tFJVzPXpZTKxzmmOHFpLKUM5fBiIOYmjdm0xA9/QUDs5pRWBgWIt3Hfvfsfy5gUePwbMzbWXV0Z34gTQpIk0ZmgoBiY4O2slpWSRy4E+faSD1aJ06ACsWcP3W3rh5ycGt128GPcxxsZiQFyJEqJlv5mZWHJCLgdCQsTj58/fP0c9IiLE34OoR9Sa4Kam4vlRP5uainN9/iw6Wjx+DNy4Ie0UFJsOHcRMdU6yo9goFMCXL6KDTFiY2DY3F0tQZPTPEhkV7+HTjxUrVmDgwIGQyWR49OiRSnv1iIgIODg44NmzZ2jatCmOHj2qco7g4GA4Ozvj5s2bmDJlCoYMGaJyjJ2dHd68eYPnz5+jYMGCseayYcMG9Pp/a5xx48ZhhvII6mTie5aUffr0Cdu3b8e6devUmiiVNWtWdOjQAV27dkW1atUyZAE0ICAA3t7eksejR4/g5+eXajnIZDJYWFhICuJ6enqIiIhAREQEIiMjY/3558+f8PPzS1SL9yjFixfHhg0b2FGWiEjDMmzxu3379ti7dy8A8Q9bbCnLZDL07dsXixYtUlmfQ1mxYsXw9OlTFr/TMN6EJN2zZ4C9vTT29CmQDpYoSheePRMzSO/dk8YnTQImT9ZKSloRGiraE//8+Tu2axfQvr32csoowsKA4sWBly9/x8zNgQcP0t46ydqyZ4/qe3HECGDuXO3kk9H5+gLlyomBCcq2bRPtznWVXA6MHw/MmqW6r0gRMZhNzcZGlEYdPCgGJMY221smE4OQevQAGjUSg+BSm4+P+H23dm3chfDs2UVL/tatUzc3Sls+fwauXxePGzfEZ4g3b1SXToliZgbY2orPFfnzAwULivsTe3vxcwaZKJfh8B4+/YiIiEDdunVx5coV1KhRA6dPn0amTJmi90+YMAEzZsxA1qxZ4enpGet6yKtWrUL//v0BAAYGBggKCkLmzJklx9jZ2cHHxwe1atXC0aNHYR5j5N/du3dRv359fP78GcWKFYOHh4dG1wrme5Zio1AocOfOHWzevBnbt2+PXts+PgULFoSLiwu6du2KwoULp0KWadv379/x+PFjlcL48+fP451NnZblzJkTHTp0QOfOnVG1atUMOdiBiCilZcji94kTJ9C0adPof1j09fXRuXNnNGzYEFZWVggODoaXlxeOHz8Od3d3VKpUCYcPH4aVlVWs5ytevDiePHnC4ncaxpuQpFMoxCxFpWWxsHw5MGCA9nLKaCIjxReDt2+L2cxfvgDBweKLwsuXpa3OATHb68qVjDdLpkkTMZszSt++4gt2SlnLlwN//imNrV8v2qCToFAAjRsDp0//jhkbi8Er//+niVJJZKToSnD1qjQ+cyYwZox2ctK0//4D/vpLvO9i6tdPFMezZk31tCgZ5HJg3Dhg9uzY97dtC0ybBsSYSKc1cjlw5IgYiBdzcF6U7t2BJUsADdYcKI3z8QH27xeDOK5cEe8TTdDTEwXxqGK48sPGBtDX18x1KPXxHj59+fTpE5o1awYPDw8UL14cPXv2RObMmXH8+HEcO3YMOXLkwN69e1G7du1Ynx81exwQxe8vX77AzMxMckzLli1x+P/rDeXJkwddunRBsWLFEB4ejuvXr2PHjh0ICwtDpUqVsG/fvuj3l6bwPUsJCQ8Px+nTp7FlyxYcPHhQrXWvHR0d0bVrV7Rv3z5drQ+uCaGhoXj16hV8fHzw+vVr+Pj4SB5v375N0kzslNStWzd07twZ9evXh4GBgbbTISJK1zJk8btNmzY4cOAAALHux6lTp+Do6Bjrsffu3cOIESPw6tUrnDt3Dra2tirHsPid9vEmJHm6dgW2bv297ewM/P+vEKUghUKsoTxlivjCUB02NuILxVh+VaV7CxYAf//9e9vOTgwQ4ADalBMcDBQuDHz48Dvm6CgKi/z/LvXsGeDgINoKR+nTR7SjptSzZAkQs0ums7MoyKSn9+zRo+Lf7qAg1X3Zs4tC/59/irbWlLb9/Al06wbs26e6L39+Mcu6QYPUz0sdkZHAqlXAhAli4F5Mdnbi82X16qmeGqWSyEjg5EkxUO7EidgH5aQkY2OgUKHYC+O5cqWv3/vpEe/h05+IiAisWbMGW7ZswePHjxEaGgpbW1u0aNECQ4cORZ541sX4/v07WrRogdu3b2Pq1Kmxtj0HAC8vL+zfvx8XL16Et7c3Pn36BD09PeTMmROVKlVCx44d0bp1a+inwMgYvmcpMb5+/Yq9e/diy5YtuBjfejb/Z2BgACcnJ3Tq1AktW7bUaNeC9CosLAx+fn7RxfCoArm/vz++fPkieWjy+/ycOXPCysoKDx8+VNl3+PBhNG/eXGPXIiKiuGXI4re1tTXevXsHmUyGxYsXY9CgQQk+Z+XKlVi4cCFOnDihsnYQi99pH29CkmfLFvHFa5QsWYBPnzLezOLUFBoqChd79qj/nKJFxUyrjNqS/sEDsbaysufPxZeelDJmz1adLXvxIlCrlnbySev+/FMUAKLo6QFeXmlntmZ69+aNGIDw48fvWIECoqtGepwJ/eoV0LEj4OkZ+/48ecRs4j59tNMimxL2/j3QooXo/hJTu3aiu4kuvHcDAoCBA4H/rzgloacH/POPKJBz8kv6ERAgusCsXAm8fq3tbGKXJYtYtqV6dfG5pVYtIFs2bWdFyngPT7qG71lKqtevX2Pbtm3YsmULnsS1dowSExMTNG3aFB07dkTTpk0lywhQ4ikUCgQHB6sUxL98+YKgoCDIZDLo6+vDwMAg+qG8ra+vD0NDQ9jY2KBQoUKwsLAAICbUValSRTLD38bGBt7e3irLNhARkeZlyOK3sbExwsPDoa+vj8+fP6usAxSXa9euYeDAgdi5cyeKFi0aHU8vxe9Pnz5h8eLFOHDgAF6/fg0jIyMULVoUnTp1Qv/+/WFkZKSR6xw/fhwrV67ErVu3EBgYiDx58qBOnTr466+/UL58eY1cIybehCSPv79ofa7MzQ2oX187+aR3crloYaru7PpMmURRbeJEsdZyRqVQiGKO8izkFSuA/y8NRxoWFiYKh+/e/Y41aQIcO6a9nNI6f38xU155bfouXaSdNShlKBSiiHj0qDR+4YJog55eRUQAy5aJwqJy0V9ZnjzA6NGAqytngqclDx8CTZuKQRvKDAxEB4P+/XVr1qpCIX7XDRoEfPumut/REdi2Tfy7QrpJoRBreC9fDuzeLT4nxMfEBKhUCahaFShTRnQysLUV63tH3XZ+/w58/SoGgvj4iL8Pr1+LbipPn0o/8yWXvr4ogDs7izXpebuofbyHJ13D9ywll0KhwM2bN7F582bs3LkTnz59SvA5ZmZmcHZ2RqdOneDk5ARDzlJJU1auXIkBMdaN/OeffzB16lQtZURElHFkyOK3paUlgoKCYGNjAx91ewn/3+PHj9GlSxds3rwZJUqUAJA+it+enp5wdnaGv78/nJyc0LJlS4SEhGDTpk14+PAhypUrh6NHjyJvzApoIsjlcvTv3x9r1qyBpaUlXF1dUaBAAdy8eRObNm2CXC7H/PnzMXjwYA2+MoE3IclXsSJw69bv7QEDpDMYSXNmzQLGjlWNFysmHpaWYraKpSVQqpQYhJCRi97KXFzEl+dRWreOvVUsJd/WraI7gbIbN8TvCorb+PHAv//+3tbTE1/ix2gqQxq2d6+YKassI7Wd9/EBhg2Lf1BV7tyiCD5w4O/CE2nHqVPi/fr9uzRuYSHey2m1zbk6fHxEN6FLl1T3mZuLz5YuLqmfFyXd16/Arl1iwOHdu/Efa2EBtGkjCswNGiR/wM23b78L4TEfsQ2yUJeeHtCwIdCrlxg4ZWycvDwpaXgPT7qG71nSpPDwcJw8eRJbtmzBkSNH8OvXrwSfY2lpibZt26Jjx46oVatWirT3p8RRKBRo0KABzp07Fx0zNjbGo0ePVDrLEhGRZmXI4neVKlVw48YN5MmTB2/fvk3081+8eIF27dph/fr1KFu2rM4Xv9+8eYOKFSsiICAAQ4cOxcKFC6P3hYaG4o8//sD58+dRoUIFXL16FcZJvPsfM2YMZs+ejRw5cuDatWsoXLhw9L6TJ0+iadOmUCgU2LVrF9rF/IY6mXgTknwzZ4r2qFGsrAA/P7ao1LTHj0VBW3ldYDMzUdBt3ly3Znlpw8aNQM+ev7ezZBGtN1nI0SyFAqhQAbhz53esVi3R8pziFxgoZrcpz8Lt10+0hqWUERQkWtu+f/87ZmUFeHtnvBa3np5iFviZM3EfU7y4KEDWqZNqaZGSZcuAoUPFWsnKChQQnTWKF9dKWhoVGSmWzZg4UfV1AkDnzsB//+lGS/eMKjxcDNLYsgU4dEgs1xOfsmVFl6JOnYDU6PKpUAAfP4oieMzi+PPnCeerLHdu0bGgf38ge/aUy5lU8R6edA3fs5RSvn//jsOHD2PHjh04deoUIpS/MIpDnjx50L59e3Ts2BFVqlSBjF8maY2XlxfKlCkjqRm0bNkSBw8e1F5SREQZQEp8NtNL9hlSWLNmzQAA79+/x4+4ekDGo1ChQti3bx969eoFz7gWUtQhI0eOREBAAGxtbTFr1izJPmNjY6xZswb6+vq4desWli1blqRreHl5Ye7cuQCAadOmSQrfANC4cWN07doVCoUCf/31V5L+XChltWkj3f7wATh+XDu5pGfDh0sL33p6wMGDYtYJ71US1rixdPvbN+DKFe3kkp5duiQtfANiViklLHt21Vb8GzYASRiLR2oaM0Za+AaAxYszXuEbACpXBk6fFn+H41q6xNsbqFtXzM5NzsxJSpyICFEc/Osv1YKwo6NoJ50eCt+AaC89bhzg7g4UKqS6f/t28Vp37RJFTEobFArg5k1gyBAgXz4xKHP37rgLyUZGokPMtWvA7dui20ZqLW8pk4lBTjVritnbs2YB+/eL5QR+/ABevQJOngQmTwbq1RMt2OPy/r0YNGRjIzpjvHiROq+BiIgoirm5Obp06YKjR4/iw4cPWL16NerVqxdvQdvf3x+LFy+Go6MjChQogL///hvu7u6Qy+WpmDkBQIkSJTBo0CBJ7NChQzh16pSWMiIioqRK88XvwYMHI2fOnACAFStWJOkcBQoUwP79++Hq6ooPmlxsLJU9e/YMe/bsAQB069Yt1lndhQoVQt26dQEAs2fPVmuEYUwzZ86EXC5HpkyZ0KVLl1iP6du3LwDgw4cPWLt2baKvQSnL3l58aa5s1Srt5JJeeXgAJ05IY3//zbXVEyN3btW221yDWvNWr5ZuFyokvgQn9QwfLu1GEBYGLFigvXzSsytXVP+tatIEaN9eO/mkFTVrAm5u4v9Pw4axH7NlC1CunCh2UcoKChLre8e2nEzHjsC5c0CuXKmeVoqrXFkMpOrRQ3Xf+/fitTduLAqWpD1v3ojlOhwcxBrdS5aIrjpxKVBAzOx/+xbYvFms6Z2WBnDq6wN2dkCjRsCkScDZs6Iry8GDQPfuomtQbEJCRGt3e3sxgz2hFu9EREQpwdLSEn379sXZs2fx9u3b6AJ3fHx8fLBgwQJUr14dNjY2GDRoEM6fP5+k73cpaSZPnhxdi4gyePBghIWFaSkjIiJKijRf/LawsMCBAwdgZmaGqVOn4vz580k6j52dHQ4fPoxsOjx1aO/evYjqUt8gngUEnZycAAABAQG4cOFCoq4RGhqKI0eOABAt583jWJzY0dERZmZmABBdkKe0xdVVun38uJjJQZoxc6Z028oK+Ocf7eSiy5o2lW6z+K1ZX76orqM+cKD4MpnUkzevmImmbOVK4NMn7eSTXoWGqv67lTmzKDCmpUKMNlWvLloXu7urDhwCgJcvgRo1xOxOShk3bohlJE6fVt03caJY9iS+Wam6ztxcdL/YuVOsBx3T6dNA6dKiQP76dWpnl3F9+wasXy+6QOTPD4wfL5bmiYuhoVjH+9gx0WZ81CggR45USzfZTE2Bli3F8jn+/mLwT61asR8rl4v3a7lyYjDV5cvsUEBERNqRJ08eDB48GO7u7nj16hVmzZqFsmXLxvucd+/e4b///kO9evWQN29euLq64tSpUwgPD0+dpDOorFmzYmaML/2ePn2KxYsXaykjIiJKijRf/AaAatWqwdPTE+XKlUPDhg0xZMgQBMQ3hD0Otra2uHjxIgrF1rNPB5w7dy765/g+IJUrVy7W56jj5s2b+Pb/vpnxXUNPTw+lS5cGAFy7dg0hISGJug6lvI4dAUtLaezvv8WXQMoCA0VxoXt30S595EjVFskk5eMDHD4sjY0YIb4UpsSJWfx+8kSs70iasW2btMWpoaFoj0yJM3KkdMDAz59ijVvSnNmzRQtvZdOni0IOSUW11V6+XLUAGRoKdOgA/H/1GtIQuRxYuFAMQHj5UrrP2Fj8rp0yRSx/khF06ADcvw/88YfqPoUC2LQJKFIEcHHhZ8qUEhkpWoF36iQGYPbuDSQ05tnRUfze8PcHDhwQxWBdHwxnaireZxcvikG+Li6AgUHsx544IYrkNWoAR4+yCE5ERNpjZ2eH0aNH486dO3j06BEmTZoEe3v7eJ8TEBCANWvWoHHjxsiVKxe6d++Ow4cP49evX6mUdcbSs2dPVKpUSRKbNm1a9HfmRESU9unMVzRFixbFxYsXcfbsWYSEhMDJyQmhcS1aFg9ra2tcuHBBZR1rXfDw/30Ezc3NYRHbdIv/i1oYHhDrdyflGjHPE9915HI5Hsc3vYC0InNmMZND2YULogD+65doy9mli1gH8M8/RavD/fuBefOA8uVFjB19YrdunfQLsyxZgH79tJePLqtQQXxpq+zoUe3kkt4oFEDMVSlatdKt2V1pRcGCosCgbMkSsRYpJd/jx8CMGdJYxYpiPWWKnb4+MGCAKEBWq6a6f9QoUYxlcSf5vL2B2rXFEggxJ9nkygWcPw907qyd3LTJ1lbMHN67V3TIiCkiQgwKKF8eaNBAHMtlK5PPzw+YOlX8u/THH2JWc3zfeRcoILoSPH0qukYMGABkz556+aamcuXELPBXr8Sg1P83KVPh7i6WfyldWrxH2UWWiIi0qXjx4pg8eTIeP36Me/fuYeLEiXBwcIj3OUFBQdi8eTNatmyJnDlzolOnTti7dy9+8AZVY/T09LB06VJJ7Pv37zhw4ICWMiIiosRKc8Xva9eu4dy5c9HtvWOqVasWVq9ejbt378a65rU68uXLhydPniQnzVQXGhqK9+/fAwCsYlaKYlDe/zqRPQeVj0+p6/j5+cX78Pf3T1TOFLdBg4CYYxgWLQIyZRJrU2/fLp0Vqmz5cjFDlF+cSykUos2isq5dOes7qfT0xMwjZbyX0Iy7d4F796Sx3r21kkq6EHMw0efPYiAMJY9cLtqdKw+20tcXa9Xr+ozE1GBrKwa29e+vum/yZFEAp6T58kW0jy5TRqy3HlO1aqINegLLNqZrMpnoGvT4sViPOa5i49mzQLNmQNGiYuAQJ8wk3p07QPv2ohvGpElibe+4ZM0qfq9evgy8eCF+DxQpkmqpap21teh+8eYNMG1a3IP+Hj4UM8Xt7YE5c8Ta9URERNoik8lQunRpTJkyBV5eXvD29sb06dMl3T1jExwcjJ07d6Jdu3bImTMnWrRogTVr1vC7VQ2oUqUKmsZoV7ht2zYtZUNERImVporfQ4YMQY0aNeDk5IRWrVppO5005fv379E/mySwmGCmTJlifV5auY6NjU28j8qVKycqZ4pb5sxiRndS10vdtUu0+aTfbtwAfH2lsT59tJNLeuHsLN2+fBl4904rqaQrMe/JbG3F7DtKmlKlVNv0z5+vOhOUEmfNGvF3Xtnw4WIGH6nH0FAMWIut1fmUKWIfqS8wEJgwQRQZ//039r/jY8eKQQe2tqmeXppkbi4GW7x4AQweLAZZxub5c2DIENF16K+/xFInFL8rV8QM7/LlgT174p49b2AAtGghZuL7+wOrVon23km9B0gPsmUTf5d9fMSgi7j+vr56BYweLYrmLVqITlg/f6ZurkRERDEVK1YM48ePx+3bt/HixQvMmTMHVapUifc5ISEhOHLkCFxdXZE3b15UqlQJU6dOxZ07d+KcZEbx69q1q2T77NmzeMcvrIiIdEKaKn5v2LABCoUCCoUCly5dSvTzt2/fjsMxF+JNJ5TX1DYyMor3WOX9PxN5555a16HUU6eOmJ0Y3zqURkZi/cY//wRijnmYOBF4+zZFU9Qp+/dLt+3txawwSrqGDUXr+CgKhfjylpIuMhLYsUMac3HJOOvRppTRo6Xbb96IlrOUND4+ojWtsgIFxKxGShyZTPy/XLFCdd+gQfydqo6PH4ExY0TRe8YMILZxnQUKAGfOiKK4oWHq55jW5coFLF4sBglOmya2YxMcDCxbBhQrJgq7J06wJXpMz5+L1tw1a4q1veNSrhywdKkoeB86JGbiJzB+OcMxNRWDLZ4/F92biheP/bjISODIEfH/MGdOoG1bMZDwy5dUTZeIiEhFwYIFMXLkSFy/fh1v3rzB4sWLUatWLcgSGOV28+ZNTJo0CeXLl4etrS0GDBiA48ePc53wRGjevDnMlVo9yuVy7OSXAEREOiFNfQ2eI0cOyGQyyGQydOvWLdHPr1ChAiZOnIiuXbviWzrrp6c8yzosgYWYlfebmpqmuev4+vrG+/D09ExUzpSwnj3FGt9Vq0rjpUqJmd1v34oCzrJlorir/Pn5xw+2TY2iUAD79kljrVtn7Fk1mmBiArRsKY3t3q2dXNKL2GbPZ8Q1aTWtRg3V9ZVnz2bRJikUCtE1IzhYGl+5UnQtoaTp3191prdCAXTpImYqk6r378XAgQIFxN/n2JZK1NcXSx88fMgOGurInv33jNu1a8XaynE5eVIsf1KqlFj2JKNPSvr+XQy0cnAAjh6N/RgzM6BfP+DmTeD2bTHAJa7W3vSboSHQvbv4e3zgABBfs7GfP8VnfhcX8f+2ShXxnr54UbpMBxERUWqzsbHB4MGDcfHiRbx79w4rVqxAgwYNoJ/AmlF+fn5YuXIlmjZtiuzZs8PZ2Rnr1q2LXmKTYmdqaoo2bdpIYlu3btVSNkRElBhpqvjdu3fv6DYs/fr1S/TzixYtiuvXr+Pnz58oV64c7sVc7FSHKY8yS2iEnvLsbfNELkScGtextraO95EnT55E5UzqqV0buHYN+PBBrBv4/j1w/z4wdKj0C7M//lBdF3jTJq6DBwBeXmLWiLLWrbWTS3rToYN0++pVwM9PO7mkBzFbnpcpA5QooZ1c0hOZTHX2t5cXcPy4dvLRZatXA25u0lifPqITBCXPgAGiBbWysDCgVSvA21srKaVJ79+Lz0AFCoglDGJrYiSTAR07is9Ls2eLGaSkPhMT8Zny7l0x+KJ167g7kDx6JPZXrSoGbGY0crlYqihq/enY2u3nzCm6Dvj5iYFCFSqkfp7pgZ6eWHLn+nUxWLBnz/gHXcnlgKen6AhRpw5gaSnWsF+yRKx3n9EHbBARkfbkzp0b/fv3x5kzZ/Dx40ds3boVHTp0QBbl1nqx+PnzJw4dOoQ+ffogT548qFKlCqZPn47bt29DzpHdKlxcXCTbd+7cgTdvrIiI0rw0VfweNWoUqv1/StWbN2+SdA4TExPs3r0bdnZ2qFmzJq5cuaLJFLXG2NgYuXPnBgB8+PAh3mOV99vZ2SXqOsrHp+R1SHty5QLKlgWsrOI+Zto00Qo9SliY+JIto4vZ8tzGBqhYUTu5pDdOToCFhTQWs4BL6gkNVW1xzFnfmtOsmZiRp2zWLO3koquePVNtd25tDcybp5180qOJE0URXFlQkFi3/uNHraSUZnz+LNbsLlRItOiObaynnp6Y8fnokVhCIubfeUocmUwMwty3D3j5Usyiz5Yt9mM9PYH69cXv2pcvUzdPbblxQ3QV6d499sGmUe3kX78W792Yn5coaWQy0dFl/XrRNn7dOlHcTmiJmB8/gGPHxPr1xYuLpRL69BFdiz5/TpXUiYiIVFhaWqJLly7YuXMnAgIC4ObmhiFDhqBgwYIJPtfT0xP//PMPKlSoACsrK3Tq1AkbNmyAH2ckAADq1KmjMlHr1q1bWsqGiIjUlaaK34aGhjhx4gRq1qyJrl274u7du0k6j76+Plq1aoXg4GC0bds23bRAL1myJADg+/fv+Pr1a5zHKX84KZHIqX5R1wBEe/L4RF1HT08PxYoVS9R1KG3LnRvo2lUa27SJrX1jtp9ky3PNMTJSnUW/ejXfc0lx8qQocinr2FErqaRLenqicKPs6lUgnYy1S3EhIWId1ZjtzteuZUFHk2QysQ6ws7M0/uoV0KKF+HPIaORy8T4rXFgMWIltpre+vpgF+vgxsGWLWJOaNCt/fjGL3s9P/Dsf163KsWNi0MGUKbEPUEgP3r8HevUS7bc9PFT3GxgAf/8NPH0KDB7MzgMpydxc/FmcPy+6ZK1bJwYLKa0IFidfX3F8hw6/W6T/84/4XBARkfK5ExERxWRkZIT69etj0aJFeP78Oby8vDBr1ixUr14degmM8vr06RN27tyJXr16wcbGBg4ODhg6dCiOHTuG4Jg3cRmEvr4+rK2tJbEI/iNPRJTmpaniNyDaZ7u5uaF9+/aoUaMGNm7cmKjnv337FosXL8akSZMAAAEBAdgfc7qmjqpXr170z/ENDLh9+3asz1FHxYoVo1uYx3cNuVwe3Vbe0dFRslY4pQ/9+0u3X78WrQEzqqAgIObAzubNtZJKutW3r3T75Uvg9Gnt5KLLtm+XbtesCdjaaieX9KpTJ9H5QRlnfydMoQD+/FO0kFbWpw/QqJF2ckrP9PVFB41KlaRxDw8xwC0jDS56+FD8LuzbF/jyRXW/gYHY9/SpmAVapEjq55jRmJqK/+f374vZ9YULqx4TGipa+JcsCZw4keopppiQEDEAwN4e2LAh9mP++EO8b+fN48Cg1JYjhyiEHz0qZnK7uYklT8qXT/i5CoXoXjB9uvidkyMH0KYNsGYNkMTGdkRERMkik8ng4OCA0aNH48qVK/jw4QM2bdqEtm3bqrWEpbe3NxYvXoxmzZrB0tISdevWxb///oubN28iMjIyFV5B2qDgOidERDonzRW/AcDAwADLli3D1q1bMXLkSDg7O+Pt27exHvv27Vts27YNrq6usLe3h62tLYYPH44vSt9sfU4n/cfatm0L2f+nmZ49ezbO49z+v4hmjhw5UKdOnURdw9jYGC1atAAAeHh4xDmq7/r169H72rVrl6hrkG6oUEG1zefu3drJJS24eFFaKDA2Fi0qSXOqVhVrUytbvlw7ueiqb9+Aw4elsS5dtJNLemZkBAwfLo0dOybWD6W4zZypWugpUQJYtEgr6WQIpqbAkSNitq2yffuAMWO0k1NqUiiAZcvEEiXu7qr79fXFmtTPn4tZyGp0hSQN09MT3UkePQJWrRLdh2J68QJo0kR0iNHlAqJcDmzdChQtKv7+ff+uekyRIqLoevy4OI60y8REtOGfNUsMgg0IEIM1evYE8uVL+Plfv4plk1xdxe9hBwdg2DDg0CHRap2IiCi15ciRA926dcOePXsQEBCAU6dOYdCgQSiixujP8PBwXLhwAePHj0elSpWQK1cudOjQAWvWrMGTJ0/SdYE45muTsQ0kEVGalyaL31GcnZ3h5eUFQ0NDODg4YP78+bh58yY2bNiAPn36oHDhwrC1tUW3bt2wbt06PH/+HAqFAgqFIvofIT09PdStW1fLr0QzihQpEl1o3rJlC8LCwlSOefnyJc6dOwcAGD16NAwMDCT7Hz58CHt7e1hbW+PSpUuxXmfMmDHQ09NDSEgItsecQvh/a9euBQBYWVmhT58+SX5NlHbJZKpFs0OHMtZMMWX//2sVrXp19VohkvpkMtU1ao8dE216ST0HD0rbwxoYiBbTpHl9+ogZXcomTNBOLrpg3Tpg/HhpLHNmsT595szaySmjsLIShbSYs0fnzhXFxvTq82egVSvgr7/EDOKY2rYVBde1a1UHB1DqMzQUBcLHj8VayrF15DxwQKyxPHs2EMttUJoVGSkGnFSsKLouxLaylJmZeF0PHoh225Q25cghBmusXy/+HL28gIULxUx9de4LvL3FgC9nZyBvXtFFplUrMbN89Wrxu9rdXfxuevdOrC9ORESUUoyNjdGwYUMsXboUT58+xcuXL7Fq1Sq0bdsWWbNmTfD5nz9/xu7du+Hq6opixYrBysoKrVu3xoIFC3Djxg2Eh4en/ItIJTFnubP4TUSU9skUaXhY1uPHj3Hz5k3cuHEDmzdvVlm7Wzn1qH90lGMlSpTA1KlT0apVq9RJOBW8efMGFStWREBAAP7++2/Mmzcvel9oaCiaNm2Ks2fPokKFCrhy5QpMTEwkz+/UqRN27twJQLQrd49tGgxEAXz27NnImTMnrl+/joJKU2FOnz6NP/74A3K5HLt379b4zG8/Pz/Y/L+frK+vr8q6KpR6vL1VZ397eIi1CTOakiXFF1xRpk9XLeRQ8gUHiy8DlWdDubqm7wKNJjVuDJw69Xu7WTMx65NSxoIFYj1WZefOAelkzJ3GLFkiilnKZDJR+G7dWjs5ZURnz4rfEcrL0+nri1mmjRtrL6+U4O0tliZ58UJ1X6FCoqtIw4apnxep7949YODA2GfsA6IIvngx4OSUunklxsePwM6dwNKlortAXLp3F50x8uRJvdxI8379Aq5eFZ/DTp8W7+HksrQEAgOTf57UwHt40jV8zxLFLzIyErdu3cLp06dx5swZuLu7J3qda1NTU1StWhU1atRAzZo1UbVqVZiZmaVQxinn0qVLqF27tiS2b98+tObNLBGRxqTEZ7M0V/zetWsXduzYgYsXLya62J0nTx7UqlULtWvXRv369dVq2aKLPDw80KpVK/j7+6NRo0Zo0aIFQkJCsGnTJjx48ABly5bFsWPHkDdvXpXndujQAbv/37u6atWquHbtWqzXkMvl6NevH9auXYvs2bOjX79+sLOzw61bt7BhwwbI5XLMmzcPQ2J+m60BvAlJOxQKoFgxsQZmlClTgIkTtZeTNnz4oNqG89o10aabNG/YMGkbZAMDMQMmnf5K15gPH8TAAeXuDNu3i/WpKWWEhIh1at+9+x0rX16s96mvr7280orQUGDUKFH8jmnxYmDw4NTPKaPbsEGsZavMzAy4ckV12Qlddfo00L69aDcc07BhwIwZ7NyiK+RyYNMm8Xvk06fYj6lbV/yZOjqmbm6xUSjEzPXz50XnmlOnxKzvuNSpIzowVKyYailSKnr3Tvw+OnUKOHMmaUXsAgWAly81n1tK4D086Rq+Z4kS5/v377hw4QLOnDmD06dP48mTJ4k+h76+PsqWLRtdDK9SpQry5cuXpmdRh4aGokyZMpLXa2Zmhjdv3iBbtmxazIyIKH1J98Xvnj17YvPmzQASLnRHxatXr45u3bqhdu3a6bbYHZtPnz5h0aJFOHDgAHx8fGBoaAh7e3t07twZAwYMgJGRUazPu3//Ptq0aRPd0rxWrVrxXuf48eNYsWIFbt68iS9fviB37tyoXbs2hgwZgvLly6fES+NNSBoTsxBZp474Ui8j2blTWkA0NxftVGOsKkAa4u8v1l1Vbt/drJlYyzoN3xNpXczZtZkzi4I4W0qnrJUrVdv1r1wJ9OunnXzSirt3gb59gZs3VfeNHQv8+2+qp0T/N2GCKBYqy5dPdHZRZw3btGzZMmDoUNWCY44coojapIlW0qJk+vwZGDdOtIWO6861Vi0xU7xVKyCO26BkiYwEvnwRRfjAQOl/fXzEIL2HD+Mu0isrXhyYM0e0N+fnmowhMlKsGX7qlLiPunkz9jXfYypXDrh9O+Xz0wTew5Ou4XuWKHnevHmDM2fO4MyZM7h06RL8/f2TdJ7s2bOjbNmyKFu2LMqUKYOyZcuiWLFiMDQ01HDGiRcUFISRI0dGL/0ZZfHixRjMkdxERBqV7ovfZmZm+PnzZ6zFbkNDQ5QrVw7VqlVD9erVkT9/fgwaNAiPHj3CypUr0blzZ22lTRrGm5C05fBhoGXL39vGxkBQEBCjo3661r+/tO1206aiTSylnJEjAaVVHQAAmzeLtTIpdlWqiBnHUVxcgC1btJdPRhEeLmbMenv/jllaio4Z2bNrLy9tef5czGRcu1bahSDKzJnAmDGpnxf9plAAXboAO3ZI48WKAW5uulkAj4wUSxAsXqy6r2JF4OBB3XxdJHXjhhhsdOtW3MfkyCFa3jdsKJbpsbOLff1wQPyOCgoSg+7evxf/VX5ExQICROE7uXfNFSqIzzdt2nAAZUYnlwNPnohBR48eiSUaXrwQ77WvX3+v9a1Lg455D0+6hu9ZIs1RKBR4/fo1Ll++jCtXruDKlSvwVr5BTiQjIyOULFlSUhAvU6YMLCwsNJh13IKDg7FkyRLMmzcPX758keyrVKkSrl27Bn22eiMi0qh0X/wuUKAA3rx5A4VCAWNjY9SqVQt16tRB9erVUblyZZX1qyMjI/HPP/9gzpw56NmzJ5YuXapyDOke3oSkLUFBooCjXMTIaGvali4NPHjwe3vuXGDECO3lkxF8/QrY24v1MqOYmgKXLokvj0nq2TPx/0vZiRPpbx3ftOrcOaB+fWmsQwdRXMwos/quXxe/Gw8ciL1AZGws1lmO2XKbtOPXL6BBA7E+rbICBcTMRF1qpvTjhyjmHzqkuq99e9Hq3dQ09fOilBEZKf5MJ08G3r5N+HgDA7GWdq5cYjkKhUK8Z6JmbsfXllwTTE3FbPRevcRn54zybwIlT0QE8O2bGGBnZaXtbNTDe3jSNXzPEqWsT58+4erVq9HF8Js3byZ6zfCYbGxskD9/ftja2kY/lLe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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 390, "width": 991 } }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10, 4))\n", "ax1 = plt.subplot2grid((2, 5), (0, 0), colspan=3)\n", "ax2 = plt.subplot2grid((2, 5), (1, 0), colspan=3)\n", "ax3 = plt.subplot2grid((2, 5), (0, 3), colspan=2, rowspan=2)\n", "\n", "ax1.plot(t, y[:, 0], 'r')\n", "ax1.set_ylabel('$x_1$', fontsize=18)\n", "ax1.set_yticks([-1, -.5, 0, .5, 1])\n", "\n", "ax2.plot(t, y[:, 2], 'b')\n", "ax2.set_xlabel('$t$', fontsize=18)\n", "ax2.set_ylabel('$x_2$', fontsize=18)\n", "ax2.set_yticks([-1, -.5, 0, .5, 1])\n", "\n", "ax3.plot(y[:, 0], y[:, 2], 'k')\n", "ax3.set_xlabel('$x_1$', fontsize=18)\n", "ax3.set_ylabel('$x_2$', fontsize=18)\n", "ax3.set_xticks([-1, -.5, 0, .5, 1])\n", "ax3.set_yticks([-1, -.5, 0, .5, 1])\n", "\n", "fig.tight_layout()\n", "fig.savefig('ch9-coupled-damped-springs.pdf')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Same calculation as above, but with specifying the Jacobian as well:" ] }, { "cell_type": "code", "execution_count": 148, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "def jac(t, y, args):\n", " m1, k1, g1, m2, k2, g2 = args\n", " \n", " return [[0, 1, 0, 0], \n", " [- k1/m1 - k2/m1, - g1/m1, k2/m1, 0],\n", " [0, 0, 0, 1],\n", " [k2/m2, 0, - k2/m2, - g2/m2]]" ] }, { "cell_type": "code", "execution_count": 149, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "r = integrate.ode(f, jac).set_f_params(args).set_jac_params(args).set_initial_value(y0, t[0])" ] }, { "cell_type": "code", "execution_count": 150, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "dt = t[1] - t[0]\n", "y = np.zeros((len(t), len(y0)))\n", "idx = 0\n", "while r.successful() and r.t < t[-1]:\n", " y[idx, :] = r.y\n", " r.integrate(r.t + dt)\n", " idx += 1" ] }, { "cell_type": "code", "execution_count": 151, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 390, "width": 991 } }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10, 4))\n", "ax1 = plt.subplot2grid((2, 5), (0, 0), colspan=3)\n", "ax2 = plt.subplot2grid((2, 5), (1, 0), colspan=3)\n", "ax3 = plt.subplot2grid((2, 5), (0, 3), colspan=2, rowspan=2)\n", "\n", "ax1.plot(t, y[:, 0], 'r')\n", "ax1.set_ylabel('$x_1$', fontsize=18)\n", "ax1.set_yticks([-1, -.5, 0, .5, 1])\n", "\n", "ax2.plot(t, y[:, 2], 'b')\n", "ax2.set_xlabel('$t$', fontsize=18)\n", "ax2.set_ylabel('$x_2$', fontsize=18)\n", "ax2.set_yticks([-1, -.5, 0, .5, 1])\n", "\n", "ax3.plot(y[:, 0], y[:, 2], 'k')\n", "ax3.set_xlabel('$x_1$', fontsize=18)\n", "ax3.set_ylabel('$x_2$', fontsize=18)\n", "ax3.set_xticks([-1, -.5, 0, .5, 1])\n", "ax3.set_yticks([-1, -.5, 0, .5, 1])\n", "\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Same calculation, but using SymPy to setup the problem for SciPy" ] }, { "cell_type": "code", "execution_count": 152, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "L1 = L2 = 0\n", "t = sympy.symbols(\"t\")\n", "m1, k1, b1 = sympy.symbols(\"m_1, k_1, b_1\")\n", "m2, k2, b2 = sympy.symbols(\"m_2, k_2, b_2\")" ] }, { "cell_type": "code", "execution_count": 153, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "x1 = sympy.Function(\"x_1\")\n", "x2 = sympy.Function(\"x_2\")" ] }, { "cell_type": "code", "execution_count": 154, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode1 = sympy.Eq(m1 * x1(t).diff(t,t,) + b1 * x1(t).diff(t) + k1*(x1(t)-L1) - k2*(x2(t)-x1(t) - L2), 0)" ] }, { "cell_type": "code", "execution_count": 155, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode2 = sympy.Eq(m2 * x2(t).diff(t,t,) + b2 * x2(t).diff(t) + k2*(x2(t)-x1(t)-L2), 0)" ] }, { "cell_type": "code", "execution_count": 156, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "params = {m1: 1.0, k1: 10.0, b1: 0.5,\n", " m2: 2.0, k2: 40.0, b2: 0.25}" ] }, { "cell_type": "code", "execution_count": 157, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/latex": [ "$\\displaystyle \\left( 1.0, \\ 10.0, \\ 0.5, \\ 2.0, \\ 40.0, \\ 0.25\\right)$" ], "text/plain": [ "(1.0, 10.0, 0.5, 2.0, 40.0, 0.25)" ] }, "execution_count": 157, "metadata": {}, "output_type": "execute_result" } ], "source": [ "args" ] }, { "cell_type": "code", "execution_count": 158, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y1 = sympy.Function(\"y_1\")\n", "y2 = sympy.Function(\"y_2\")\n", "y3 = sympy.Function(\"y_3\")\n", "y4 = sympy.Function(\"y_4\")" ] }, { "cell_type": "code", "execution_count": 159, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "varchange = {x1(t).diff(t, t): y2(t).diff(t), \n", " x1(t): y1(t),\n", " x2(t).diff(t, t): y4(t).diff(t), \n", " x2(t): y3(t)}" ] }, { "cell_type": "code", "execution_count": 160, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle \\left( b_{1} \\frac{d}{d t} y_{1}{\\left(t \\right)} + k_{1} y_{1}{\\left(t \\right)} - k_{2} \\left(- y_{1}{\\left(t \\right)} + y_{3}{\\left(t \\right)}\\right) + m_{1} \\frac{d}{d t} y_{2}{\\left(t \\right)}, \\ b_{2} \\frac{d}{d t} y_{3}{\\left(t \\right)} + k_{2} \\left(- y_{1}{\\left(t \\right)} + y_{3}{\\left(t \\right)}\\right) + m_{2} \\frac{d}{d t} y_{4}{\\left(t \\right)}\\right)$" ], "text/plain": [ "⎛ d d d d ⎞\n", "⎜b₁⋅──(y₁(t)) + k₁⋅y₁(t) - k₂⋅(-y₁(t) + y₃(t)) + m₁⋅──(y₂(t)), b₂⋅──(y₃(t)) + k₂⋅(-y₁(t) + y₃(t)) + m₂⋅──(y₄(t))⎟\n", "⎝ dt dt dt dt ⎠" ] }, "execution_count": 160, "metadata": {}, "output_type": "execute_result" } ], "source": [ "(ode1.subs(varchange).lhs, ode2.subs(varchange).lhs)" ] }, { "cell_type": "code", "execution_count": 161, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode3 = y1(t).diff(t) - y2(t)" ] }, { "cell_type": "code", "execution_count": 162, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode4 = y3(t).diff(t) - y4(t)" ] }, { "cell_type": "code", "execution_count": 163, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "vcsol = sympy.solve((ode1.subs(varchange), ode2.subs(varchange), ode3, ode4),\n", " (y1(t).diff(t), y2(t).diff(t), y3(t).diff(t), y4(t).diff(t)))" ] }, { "cell_type": "code", "execution_count": 164, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle \\left\\{ \\frac{d}{d t} y_{1}{\\left(t \\right)} : y_{2}{\\left(t \\right)}, \\ \\frac{d}{d t} y_{2}{\\left(t \\right)} : - \\frac{b_{1} y_{2}{\\left(t \\right)}}{m_{1}} - \\frac{k_{1} y_{1}{\\left(t \\right)}}{m_{1}} - \\frac{k_{2} y_{1}{\\left(t \\right)}}{m_{1}} + \\frac{k_{2} y_{3}{\\left(t \\right)}}{m_{1}}, \\ \\frac{d}{d t} y_{3}{\\left(t \\right)} : y_{4}{\\left(t \\right)}, \\ \\frac{d}{d t} y_{4}{\\left(t \\right)} : - \\frac{b_{2} y_{4}{\\left(t \\right)}}{m_{2}} + \\frac{k_{2} y_{1}{\\left(t \\right)}}{m_{2}} - \\frac{k_{2} y_{3}{\\left(t \\right)}}{m_{2}}\\right\\}$" ], "text/plain": [ "⎧d d b₁⋅y₂(t) k₁⋅y₁(t) k₂⋅y₁(t) k₂⋅y₃(t) d d b₂⋅y₄(t) k₂⋅y₁(t) k₂⋅y₃(t)⎫\n", "⎨──(y₁(t)): y₂(t), ──(y₂(t)): - ──────── - ──────── - ──────── + ────────, ──(y₃(t)): y₄(t), ──(y₄(t)): - ──────── + ──────── - ────────⎬\n", "⎩dt dt m₁ m₁ m₁ m₁ dt dt m₂ m₂ m₂ ⎭" ] }, "execution_count": 164, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vcsol" ] }, { "cell_type": "code", "execution_count": 165, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode_rhs = sympy.Matrix([y1(t).diff(t), y2(t).diff(t), y3(t).diff(t), y4(t).diff(t)]).subs(vcsol)" ] }, { "cell_type": "code", "execution_count": 166, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y = sympy.Matrix([y1(t), y2(t), y3(t), y4(t)])" ] }, { "cell_type": "code", "execution_count": 167, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle \\left[\\begin{matrix}\\frac{d}{d t} y_{1}{\\left(t \\right)}\\\\\\frac{d}{d t} y_{2}{\\left(t \\right)}\\\\\\frac{d}{d t} y_{3}{\\left(t \\right)}\\\\\\frac{d}{d t} y_{4}{\\left(t \\right)}\\end{matrix}\\right] = \\left[\\begin{matrix}y_{2}{\\left(t \\right)}\\\\- \\frac{b_{1} y_{2}{\\left(t \\right)}}{m_{1}} - \\frac{k_{1} y_{1}{\\left(t \\right)}}{m_{1}} - \\frac{k_{2} y_{1}{\\left(t \\right)}}{m_{1}} + \\frac{k_{2} y_{3}{\\left(t \\right)}}{m_{1}}\\\\y_{4}{\\left(t \\right)}\\\\- \\frac{b_{2} y_{4}{\\left(t \\right)}}{m_{2}} + \\frac{k_{2} y_{1}{\\left(t \\right)}}{m_{2}} - \\frac{k_{2} y_{3}{\\left(t \\right)}}{m_{2}}\\end{matrix}\\right]$" ], "text/plain": [ "⎡d ⎤ \n", "⎢──(y₁(t))⎥ \n", "⎢dt ⎥ ⎡ y₂(t) ⎤\n", "⎢ ⎥ ⎢ ⎥\n", "⎢d ⎥ ⎢ b₁⋅y₂(t) k₁⋅y₁(t) k₂⋅y₁(t) k₂⋅y₃(t)⎥\n", "⎢──(y₂(t))⎥ ⎢- ──────── - ──────── - ──────── + ────────⎥\n", "⎢dt ⎥ ⎢ m₁ m₁ m₁ m₁ ⎥\n", "⎢ ⎥ = ⎢ ⎥\n", "⎢d ⎥ ⎢ y₄(t) ⎥\n", "⎢──(y₃(t))⎥ ⎢ ⎥\n", "⎢dt ⎥ ⎢ b₂⋅y₄(t) k₂⋅y₁(t) k₂⋅y₃(t) ⎥\n", "⎢ ⎥ ⎢ - ──────── + ──────── - ──────── ⎥\n", "⎢d ⎥ ⎣ m₂ m₂ m₂ ⎦\n", "⎢──(y₄(t))⎥ \n", "⎣dt ⎦ " ] }, "execution_count": 167, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sympy.Eq(y.diff(t), ode_rhs)" ] }, { "cell_type": "code", "execution_count": 168, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle \\left[\\begin{matrix}y_{2}{\\left(t \\right)}\\\\- 50.0 y_{1}{\\left(t \\right)} - 0.5 y_{2}{\\left(t \\right)} + 40.0 y_{3}{\\left(t \\right)}\\\\y_{4}{\\left(t \\right)}\\\\20.0 y_{1}{\\left(t \\right)} - 20.0 y_{3}{\\left(t \\right)} - 0.125 y_{4}{\\left(t \\right)}\\end{matrix}\\right]$" ], "text/plain": [ "⎡ y₂(t) ⎤\n", "⎢ ⎥\n", "⎢-50.0⋅y₁(t) - 0.5⋅y₂(t) + 40.0⋅y₃(t) ⎥\n", "⎢ ⎥\n", "⎢ y₄(t) ⎥\n", "⎢ ⎥\n", "⎣20.0⋅y₁(t) - 20.0⋅y₃(t) - 0.125⋅y₄(t)⎦" ] }, "execution_count": 168, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode_rhs.subs(params)" ] }, { "cell_type": "code", "execution_count": 169, "metadata": {}, "outputs": [], "source": [ "_f_np = sympy.lambdify((t, y), ode_rhs.subs(params), 'numpy')\n", "f_np = lambda _x, _y, *args: _f_np(_x, _y)" ] }, { "cell_type": "code", "execution_count": 170, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y0 = [1.0, 0, 0.5, 0]\n", "tt = np.linspace(0, 20, 1000)\n", "\n", "r = integrate.ode(f_np)\n", "r.set_integrator('lsoda');\n", "r.set_initial_value(y0, tt[0]);\n", "\n", "dt = tt[1] - tt[0]\n", "yy = np.zeros((len(tt), len(y0)))\n", "idx = 0\n", "while r.successful() and r.t < tt[-1]:\n", " yy[idx, :] = r.y\n", " r.integrate(r.t + dt)\n", " idx += 1" ] }, { "cell_type": "code", "execution_count": 171, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 390, "width": 991 } }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10, 4))\n", "ax1 = plt.subplot2grid((2, 5), (0, 0), colspan=3)\n", "ax2 = plt.subplot2grid((2, 5), (1, 0), colspan=3)\n", "ax3 = plt.subplot2grid((2, 5), (0, 3), colspan=2, rowspan=2)\n", "\n", "ax1.plot(tt, yy[:, 0], 'r')\n", "ax1.set_ylabel('$x_1$', fontsize=18)\n", "ax1.set_yticks([-1, -.5, 0, .5, 1])\n", "\n", "ax2.plot(tt, yy[:, 2], 'b')\n", "ax2.set_xlabel('$t$', fontsize=18)\n", "ax2.set_ylabel('$x_2$', fontsize=18)\n", "ax2.set_yticks([-1, -.5, 0, .5, 1])\n", "\n", "ax3.plot(yy[:, 0], yy[:, 2], 'k')\n", "ax3.set_xlabel('$x_1$', fontsize=18)\n", "ax3.set_ylabel('$x_2$', fontsize=18)\n", "ax3.set_xticks([-1, -.5, 0, .5, 1])\n", "ax3.set_yticks([-1, -.5, 0, .5, 1])\n", "\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Doube pendulum" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "http://scienceworld.wolfram.com/physics/DoublePendulum.html" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "$$\n", "(m_1+m_2) l_1\\theta_1'' + m_2l_2\\theta_2''\\cos(\\theta_1-\\theta_2)\n", "+ m_2l_2(\\theta_2')^2\\sin(\\theta_1-\\theta_2)+g(m_1+m_2)\\sin(\\theta_1) = 0\n", "$$\n", "\n", "$$\n", "m_2l_2\\theta_2'' + m_2l_1\\theta_1''\\cos(\\theta_1-\\theta_2) - m_2l_1 (\\theta_1')^2 \\sin(\\theta_1-\\theta_2)\n", "+m_2g\\sin(\\theta_2) = 0\n", "$$" ] }, { "cell_type": "code", "execution_count": 172, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "t, g, m1, l1, m2, l2 = sympy.symbols(\"t, g, m_1, l_1, m_2, l_2\")" ] }, { "cell_type": "code", "execution_count": 173, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "theta1, theta2 = sympy.symbols(\"theta_1, theta_2\", cls=sympy.Function)" ] }, { "cell_type": "code", "execution_count": 174, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle g \\left(m_{1} + m_{2}\\right) \\sin{\\left(\\theta_{1}{\\left(t \\right)} \\right)} + l_{1} \\left(m_{1} + m_{2}\\right) \\frac{d^{2}}{d t^{2}} \\theta_{1}{\\left(t \\right)} + l_{2} m_{2} \\sin{\\left(\\theta_{1}{\\left(t \\right)} - \\theta_{2}{\\left(t \\right)} \\right)} \\left(\\frac{d}{d t} \\theta_{2}{\\left(t \\right)}\\right)^{2} + l_{2} m_{2} \\cos{\\left(\\theta_{1}{\\left(t \\right)} - \\theta_{2}{\\left(t \\right)} \\right)} \\frac{d^{2}}{d t^{2}} \\theta_{2}{\\left(t \\right)} = 0$" ], "text/plain": [ " 2 2 2 \n", " d ⎛d ⎞ d \n", "g⋅(m₁ + m₂)⋅sin(θ₁(t)) + l₁⋅(m₁ + m₂)⋅───(θ₁(t)) + l₂⋅m₂⋅sin(θ₁(t) - θ₂(t))⋅⎜──(θ₂(t))⎟ + l₂⋅m₂⋅cos(θ₁(t) - θ₂(t))⋅───(θ₂(t)) = 0\n", " 2 ⎝dt ⎠ 2 \n", " dt dt " ] }, "execution_count": 174, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode1 = sympy.Eq((m1+m2)*l1 * theta1(t).diff(t,t) +\n", " m2*l2 * theta2(t).diff(t,t) * sympy.cos(theta1(t)-theta2(t)) +\n", " m2*l2 * theta2(t).diff(t)**2 * sympy.sin(theta1(t)-theta2(t)) + \n", " g*(m1+m2) * sympy.sin(theta1(t)), 0)\n", "ode1" ] }, { "cell_type": "code", "execution_count": 175, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle g m_{2} \\sin{\\left(\\theta_{2}{\\left(t \\right)} \\right)} - l_{1} m_{2} \\sin{\\left(\\theta_{1}{\\left(t \\right)} - \\theta_{2}{\\left(t \\right)} \\right)} \\left(\\frac{d}{d t} \\theta_{1}{\\left(t \\right)}\\right)^{2} + l_{1} m_{2} \\cos{\\left(\\theta_{1}{\\left(t \\right)} - \\theta_{2}{\\left(t \\right)} \\right)} \\frac{d^{2}}{d t^{2}} \\theta_{1}{\\left(t \\right)} + l_{2} m_{2} \\frac{d^{2}}{d t^{2}} \\theta_{2}{\\left(t \\right)} = 0$" ], "text/plain": [ " 2 2 2 \n", " ⎛d ⎞ d d \n", "g⋅m₂⋅sin(θ₂(t)) - l₁⋅m₂⋅sin(θ₁(t) - θ₂(t))⋅⎜──(θ₁(t))⎟ + l₁⋅m₂⋅cos(θ₁(t) - θ₂(t))⋅───(θ₁(t)) + l₂⋅m₂⋅───(θ₂(t)) = 0\n", " ⎝dt ⎠ 2 2 \n", " dt dt " ] }, "execution_count": 175, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ode2 = sympy.Eq(m2*l2 * theta2(t).diff(t,t) +\n", " m2*l1 * theta1(t).diff(t,t) * sympy.cos(theta1(t)-theta2(t)) -\n", " m2*l1 * theta1(t).diff(t)**2 * sympy.sin(theta1(t) - theta2(t)) +\n", " m2*g * sympy.sin(theta2(t)), 0)\n", "ode2" ] }, { "cell_type": "code", "execution_count": 176, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "cannot determine truth value of Relational\n" ] } ], "source": [ "# this is fruitless, sympy cannot solve these ODEs\n", "try:\n", " sympy.dsolve(ode1, ode2)\n", "except Exception as e:\n", " print(e)" ] }, { "cell_type": "code", "execution_count": 177, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y1, y2, y3, y4 = sympy.symbols(\"y_1, y_2, y_3, y_4\", cls=sympy.Function)" ] }, { "cell_type": "code", "execution_count": 178, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "varchange = {theta1(t).diff(t, t): y2(t).diff(t), \n", " theta1(t): y1(t),\n", " theta2(t).diff(t, t): y4(t).diff(t), \n", " theta2(t): y3(t)}" ] }, { "cell_type": "code", "execution_count": 179, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode1_vc = ode1.subs(varchange)" ] }, { "cell_type": "code", "execution_count": 180, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode2_vc = ode2.subs(varchange)" ] }, { "cell_type": "code", "execution_count": 181, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode3 = y1(t).diff(t) - y2(t)" ] }, { "cell_type": "code", "execution_count": 182, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "ode4 = y3(t).diff(t) - y4(t)" ] }, { "cell_type": "code", "execution_count": 183, "metadata": {}, "outputs": [], "source": [ "ode3 = sympy.Eq(y1(t).diff(t), y2(t))\n", "ode4 = sympy.Eq(y3(t).diff(t), y4(t))" ] }, { "cell_type": "code", "execution_count": 184, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y = sympy.Matrix([y1(t), y2(t), y3(t), y4(t)])" ] }, { "cell_type": "code", "execution_count": 185, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "vcsol = sympy.solve((ode1_vc, ode2_vc, ode3, ode4), y.diff(t), dict=True)" ] }, { "cell_type": "code", "execution_count": 186, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "f = y.diff(t).subs(vcsol[0])" ] }, { "cell_type": "code", "execution_count": 187, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle \\left[\\begin{matrix}\\frac{d}{d t} y_{1}{\\left(t \\right)}\\\\\\frac{d}{d t} y_{2}{\\left(t \\right)}\\\\\\frac{d}{d t} y_{3}{\\left(t \\right)}\\\\\\frac{d}{d t} y_{4}{\\left(t \\right)}\\end{matrix}\\right] = \\left[\\begin{matrix}y_{2}{\\left(t \\right)}\\\\\\frac{g m_{1} \\sin{\\left(y_{1}{\\left(t \\right)} \\right)} + \\frac{g m_{2} \\sin{\\left(y_{1}{\\left(t \\right)} - 2 y_{3}{\\left(t \\right)} \\right)}}{2} + \\frac{g m_{2} \\sin{\\left(y_{1}{\\left(t \\right)} \\right)}}{2} + \\frac{l_{1} m_{2} y_{2}^{2}{\\left(t \\right)} \\sin{\\left(2 y_{1}{\\left(t \\right)} - 2 y_{3}{\\left(t \\right)} \\right)}}{2} + l_{2} m_{2} y_{4}^{2}{\\left(t \\right)} \\sin{\\left(y_{1}{\\left(t \\right)} - y_{3}{\\left(t \\right)} \\right)}}{l_{1} \\left(- m_{1} + m_{2} \\cos^{2}{\\left(y_{1}{\\left(t \\right)} - y_{3}{\\left(t \\right)} \\right)} - m_{2}\\right)}\\\\y_{4}{\\left(t \\right)}\\\\\\frac{g m_{1} \\sin{\\left(2 y_{1}{\\left(t \\right)} - y_{3}{\\left(t \\right)} \\right)} - g m_{1} \\sin{\\left(y_{3}{\\left(t \\right)} \\right)} + g m_{2} \\sin{\\left(2 y_{1}{\\left(t \\right)} - y_{3}{\\left(t \\right)} \\right)} - g m_{2} \\sin{\\left(y_{3}{\\left(t \\right)} \\right)} + 2 l_{1} m_{1} y_{2}^{2}{\\left(t \\right)} \\sin{\\left(y_{1}{\\left(t \\right)} - y_{3}{\\left(t \\right)} \\right)} + 2 l_{1} m_{2} y_{2}^{2}{\\left(t \\right)} \\sin{\\left(y_{1}{\\left(t \\right)} - y_{3}{\\left(t \\right)} \\right)} + l_{2} m_{2} y_{4}^{2}{\\left(t \\right)} \\sin{\\left(2 y_{1}{\\left(t \\right)} - 2 y_{3}{\\left(t \\right)} \\right)}}{2 l_{2} \\left(m_{1} - m_{2} \\cos^{2}{\\left(y_{1}{\\left(t \\right)} - y_{3}{\\left(t \\right)} \\right)} + m_{2}\\right)}\\end{matrix}\\right]$" ], "text/plain": [ " ⎡ y₂(t) \n", "⎡d ⎤ ⎢ \n", "⎢──(y₁(t))⎥ ⎢ 2 \n", "⎢dt ⎥ ⎢ g⋅m₂⋅sin(y₁(t) - 2⋅y₃(t)) g⋅m₂⋅sin(y₁(t)) l₁⋅m₂⋅y₂ (t)⋅sin(2⋅y₁(t) - 2⋅y₃(t)) 2 \n", "⎢ ⎥ ⎢ g⋅m₁⋅sin(y₁(t)) + ───────────────────────── + ─────────────── + ─────────────────────────────────── + l₂⋅m₂⋅y₄ (t)⋅sin(y₁(t) - y₃(t)) \n", "⎢d ⎥ ⎢ 2 2 2 \n", "⎢──(y₂(t))⎥ ⎢ ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n", "⎢dt ⎥ ⎢ ⎛ 2 ⎞ \n", "⎢ ⎥ = ⎢ l₁⋅⎝-m₁ + m₂⋅cos (y₁(t) - y₃(t)) - m₂⎠ \n", "⎢d ⎥ ⎢ \n", "⎢──(y₃(t))⎥ ⎢ y₄(t) \n", "⎢dt ⎥ ⎢ \n", "⎢ ⎥ ⎢ 2 2 2 \n", "⎢d ⎥ ⎢g⋅m₁⋅sin(2⋅y₁(t) - y₃(t)) - g⋅m₁⋅sin(y₃(t)) + g⋅m₂⋅sin(2⋅y₁(t) - y₃(t)) - g⋅m₂⋅sin(y₃(t)) + 2⋅l₁⋅m₁⋅y₂ (t)⋅sin(y₁(t) - y₃(t)) + 2⋅l₁⋅m₂⋅y₂ (t)⋅sin(y₁(t) - y₃(t)) + l₂⋅m₂⋅y₄ (t)⋅sin(2⋅y₁(t\n", "⎢──(y₄(t))⎥ ⎢───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n", "⎣dt ⎦ ⎢ ⎛ 2 ⎞ \n", " ⎣ 2⋅l₂⋅⎝m₁ - m₂⋅cos (y₁(t) - y₃(t)) + m₂⎠ \n", "\n", " ⎤\n", " ⎥\n", " ⎥\n", " ⎥\n", " ⎥\n", " ⎥\n", " ⎥\n", " ⎥\n", " ⎥\n", " ⎥\n", " ⎥\n", " ⎥\n", " ⎥\n", ") - 2⋅y₃(t))⎥\n", "────────────⎥\n", " ⎥\n", " ⎦" ] }, "execution_count": 187, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sympy.Eq(y.diff(t), f)" ] }, { "cell_type": "code", "execution_count": 188, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "params = {m1: 5.0, l1: 2.0,\n", " m2: 1.0, l2: 1.0, g: 10.0}" ] }, { "cell_type": "code", "execution_count": 189, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "_f_np = sympy.lambdify((t, y), f.subs(params), 'numpy')\n", "f_np = lambda _t, _y, *args: _f_np(_t, _y)" ] }, { "cell_type": "code", "execution_count": 190, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "jac = sympy.Matrix([[fj.diff(yi) for yi in y] for fj in f])" ] }, { "cell_type": "code", "execution_count": 191, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "_jac_np = sympy.lambdify((t, y), jac.subs(params), 'numpy')\n", "jac_np = lambda _t, _y, *args: _jac_np(_t, _y)" ] }, { "cell_type": "code", "execution_count": 192, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y0 = [2.0, 0, 0.0, 0]" ] }, { "cell_type": "code", "execution_count": 193, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "tt = np.linspace(0, 20, 1000)" ] }, { "cell_type": "code", "execution_count": 194, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 124 ms, sys: 15 ms, total: 139 ms\n", "Wall time: 132 ms\n" ] } ], "source": [ "%%time\n", "\n", "r = integrate.ode(f_np, jac_np).set_initial_value(y0, tt[0]);\n", " \n", "dt = tt[1] - tt[0]\n", "yy = np.zeros((len(tt), len(y0)))\n", "idx = 0\n", "while r.successful() and r.t < tt[-1]:\n", " yy[idx, :] = r.y\n", " r.integrate(r.t + dt)\n", " idx += 1" ] }, { "cell_type": "code", "execution_count": 195, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 389, "width": 990 } }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10, 4))\n", "ax1 = plt.subplot2grid((2, 5), (0, 0), colspan=3)\n", "ax2 = plt.subplot2grid((2, 5), (1, 0), colspan=3)\n", "ax3 = plt.subplot2grid((2, 5), (0, 3), colspan=2, rowspan=2)\n", "\n", "ax1.plot(tt, yy[:, 0], 'r')\n", "ax1.set_ylabel(r'$\\theta_1$', fontsize=18)\n", "\n", "ax2.plot(tt, yy[:, 2], 'b')\n", "ax2.set_xlabel('$t$', fontsize=18)\n", "ax2.set_ylabel(r'$\\theta_2$', fontsize=18)\n", "\n", "ax3.plot(yy[:, 0], yy[:, 2], 'k')\n", "ax3.set_xlabel(r'$\\theta_1$', fontsize=18)\n", "ax3.set_ylabel(r'$\\theta_2$', fontsize=18)\n", "\n", "fig.tight_layout()" ] }, { "cell_type": "code", "execution_count": 196, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "theta1_np, theta2_np = yy[:, 0], yy[:, 2]" ] }, { "cell_type": "code", "execution_count": 197, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "x1 = params[l1] * np.sin(theta1_np)\n", "y1 = -params[l1] * np.cos(theta1_np)\n", "x2 = x1 + params[l2] * np.sin(theta2_np)\n", "y2 = y1 - params[l2] * np.cos(theta2_np)" ] }, { "cell_type": "code", "execution_count": 198, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 390, "width": 991 } }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10, 4))\n", "ax1 = plt.subplot2grid((2, 5), (0, 0), colspan=3)\n", "ax2 = plt.subplot2grid((2, 5), (1, 0), colspan=3)\n", "ax3 = plt.subplot2grid((2, 5), (0, 3), colspan=2, rowspan=2)\n", "\n", "ax1.plot(tt, x1, 'r')\n", "ax1.plot(tt, y1, 'b')\n", "ax1.set_ylabel('$x_1, y_1$', fontsize=18)\n", "ax1.set_yticks([-3, 0, 3])\n", "\n", "ax2.plot(tt, x2, 'r')\n", "ax2.plot(tt, y2, 'b')\n", "ax2.set_xlabel('$t$', fontsize=18)\n", "ax2.set_ylabel('$x_2, y_2$', fontsize=18)\n", "ax2.set_yticks([-3, 0, 3])\n", "\n", "ax3.plot(x1, y1, 'r', lw=2.0, label=\"trajectory of pendulum 1\")\n", "ax3.plot(x2, y2, 'b', lw=0.5, label=\"trajectory of pendulum 2\")\n", "ax3.set_xlabel('$x$', fontsize=18)\n", "ax3.set_ylabel('$y$', fontsize=18)\n", "ax3.set_xticks([-3, 0, 3])\n", "ax3.set_yticks([-3, 0, 3])\n", "ax3.legend()\n", "\n", "fig.tight_layout()\n", "fig.savefig('ch9-double-pendulum.pdf')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Versions" ] }, { "cell_type": "code", "execution_count": 199, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "%reload_ext version_information" ] }, { "cell_type": "code", "execution_count": 200, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "application/json": { "Software versions": [ { "module": "Python", "version": "3.10.12 64bit [Clang 14.0.6 ]" }, { "module": "IPython", "version": "8.12.0" }, { "module": "OS", "version": "macOS 10.15.7 x86_64 i386 64bit" }, { "module": "numpy", "version": "1.22.3" }, { "module": "scipy", "version": "1.7.3" }, { "module": "sympy", "version": "1.11.1" }, { "module": "matplotlib", "version": "3.7.1" } ] }, "text/html": [ "
SoftwareVersion
Python3.10.12 64bit [Clang 14.0.6 ]
IPython8.12.0
OSmacOS 10.15.7 x86\\_64 i386 64bit
numpy1.22.3
scipy1.7.3
sympy1.11.1
matplotlib3.7.1
Sat Nov 02 19:31:21 2024 JST
" ], "text/latex": [ "\\begin{tabular}{|l|l|}\\hline\n", "{\\bf Software} & {\\bf Version} \\\\ \\hline\\hline\n", "Python & 3.10.12 64bit [Clang 14.0.6 ] \\\\ \\hline\n", "IPython & 8.12.0 \\\\ \\hline\n", "OS & macOS 10.15.7 x86\\_64 i386 64bit \\\\ \\hline\n", "numpy & 1.22.3 \\\\ \\hline\n", "scipy & 1.7.3 \\\\ \\hline\n", "sympy & 1.11.1 \\\\ \\hline\n", "matplotlib & 3.7.1 \\\\ \\hline\n", "\\hline \\multicolumn{2}{|l|}{Sat Nov 02 19:31:21 2024 JST} \\\\ \\hline\n", "\\end{tabular}\n" ], "text/plain": [ "Software versions\n", "Python 3.10.12 64bit [Clang 14.0.6 ]\n", "IPython 8.12.0\n", "OS macOS 10.15.7 x86_64 i386 64bit\n", "numpy 1.22.3\n", "scipy 1.7.3\n", "sympy 1.11.1\n", "matplotlib 3.7.1\n", "Sat Nov 02 19:31:21 2024 JST" ] }, "execution_count": 200, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%version_information numpy, scipy, sympy, matplotlib" ] } ], "metadata": { "kernelspec": { "display_name": "npbook_py310", "language": "python", "name": "npbook_py310" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }