{ "cells": [ { "cell_type": "markdown", "id": "423311c2-db13-48fb-83b8-f4d33ec5076e", "metadata": {}, "source": [ "# Stability of Linear Homogeneous ODEs\n", "\n", "**Randall Romero Aguilar, PhD**\n", "\n", "This demo is based on the original Matlab demo accompanying the Computational Economics and Finance 2001 textbook by Mario Miranda and Paul Fackler.\n", "\n", "Original (Matlab) CompEcon file: **demode01.m**\n", "\n", "Running this file requires the Python version of CompEcon. This can be installed with pip by running\n", "\n", " !pip install compecon --upgrade\n", "\n", "Last updated: 2021-Oct-01\n", "
" ] }, { "cell_type": "markdown", "source": [ "This demo is hard to run, because it requieres user to install ffmpeg" ], "metadata": { "collapsed": false, "pycharm": { "name": "#%% md\n" } } }, { "cell_type": "code", "execution_count": 1, "id": "9de8e257-1ffa-4efc-8d03-f22b00859f99", "metadata": {}, "outputs": [], "source": [ "from compecon import ODE\n", "\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "\n", "ANIMATED = 3 # static images if 0, videos of ANIMATED seconds if positive. Requires ffmpeg" ] }, { "cell_type": "code", "execution_count": 2, "id": "d5dd14ac-defb-4357-8e5c-43a2609acc0d", "metadata": {}, "outputs": [], "source": [ "def annotate_line(ax, str, l, pos=0.1, **kwargs):\n", " \n", " xlim=ax.get_xlim()\n", " ylim=ax.get_ylim()\n", " \n", " x=np.asarray(l.get_xdata())\n", " y=np.asarray(l.get_ydata())\n", " \n", " dx = x[1] - x[0]\n", " dy = y[1] - y[0]\n", " angle = np.arctan(dy/dx)*180/np.pi if dx else 90\n", " \n", " is_visible = (x >=xlim[0]) & (x<=xlim[1]) & (y >=ylim[0]) & (y<=ylim[1])\n", " x = x[is_visible]\n", " y = y[is_visible]\n", " \n", " xt = pos * x[-1] + (1-pos)*x[0]\n", " yt = pos * y[-1] + (1-pos)*y[0]\n", " \n", " ax.annotate(str, (xt,yt), rotation=angle, ha=\"center\", **kwargs)\n", "\n", "\n", "\n", "\n", "def phase(A,figtitle, stable=True, pos=(0.1,0.1)):\n", " xlim = [-1.05, 1.05]\n", " \n", " A = np.asarray(A)\n", " \n", " problems = [ODE(lambda x: A @ x, T=T,bv=bv) for bv in x0]\n", " \n", " for problem in problems:\n", " problem.solve_collocation()\n", " \n", " \n", " fig, ax = plt.subplots(figsize=[8,8])\n", " ax.set_aspect('equal', adjustable='box')\n", " \n", " # Compute and plot Nullclines\n", " xnulls_kw=dict(ls=\"--\", color=\"gray\")\n", " x1 = np.linspace(*xlim, 100)\n", " \n", " if A[0,1]:\n", " lx0, = ax.plot(x1, -(A[0,0]*x1)/A[0,1], **xnulls_kw)\n", " else:\n", " lx0, = ax.plot([0,0], xlim, **xnulls_kw)\n", " \n", " if A[1,1]:\n", " lx1, = ax.plot(x1, -(A[1,0]*x1)/A[1,1], **xnulls_kw)\n", " else:\n", " lx1, = ax.plot([0,0], xlim, **xnulls_kw)\n", " \n", " annotate_line(ax, '$\\dot{y}_{0}=0$', lx0, pos=pos[0], color=xnulls_kw['color'], fontsize=16)\n", " annotate_line(ax, '$\\dot{y}_{1}=0$', lx1, pos=pos[1], color=xnulls_kw['color'], fontsize=16)\n", " \n", " \n", " # Eigenvalues\n", " D, V = np.linalg.eig(A);\n", " V = np.sqrt(2)*V\n", " \n", " print('Eigenvalues', D, sep='\\n')\n", " print('\\nEigenvectors', V, sep='\\n')\n", " \n", " \n", " if np.isreal(D[0]):\n", " for j in range(2):\n", " color = 'darkseagreen' if D[j] < 0 else 'lightcoral'\n", " ax.plot([-V[0,j], V[0,j]], [-V[1,j], V[1,j]], color=color)\n", " ax.annotate(f'$v_{j}$', V[:,j], color=color, fontsize=14)\n", " \n", " video = problem.phase(xlim, xlim, ax=ax, animated=ANIMATED,\n", " x=np.array([problem.x.values.T for problem in problems]),\n", " title=figtitle,\n", " path_kw=dict(color=\"forestgreen\" if stable else \"firebrick\"),\n", " xticks=[-1,0,1], yticks=[-1,0,1]\n", " )\n", " \n", " \n", " \n", " return ax.figure, video" ] }, { "cell_type": "markdown", "id": "7ff80b0d-d0cb-49fc-b0da-fd8d94a03b4c", "metadata": {}, "source": [ "## Example 1" ] }, { "cell_type": "code", "execution_count": 3, "id": "3e6d11f2-1d79-442f-88fe-6f8c6397811c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Eigenvalues\n", "[-0.5 -1. ]\n", "\n", "Eigenvectors\n", "[[ 1. -1.]\n", " [ 1. 1.]]\n" ] }, { "data": { "text/plain": "", "text/html": "" }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "A = [[-0.75, 0.25],[0.25, -0.75]]\n", "x0 = [[1.0, 0.8], [-0.8, 0.5], [0.5, -1.0]]\n", "T = 10\n", "fig1, video1 = phase(A,'Negative Real Eigenvalues', stable=True, pos=[0.35,0.1])\n", "video1" ] }, { "cell_type": "markdown", "id": "e651faf0-f824-498c-ae1e-af2a928c2dd2", "metadata": {}, "source": [ "## Example 2" ] }, { "cell_type": "code", "execution_count": 4, "id": "ddb8cadd-6f31-4117-a7a9-c8f94ef26bc3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Eigenvalues\n", "[1. 0.5]\n", "\n", "Eigenvectors\n", "[[ 1. 1.]\n", " [-1. 1.]]\n" ] }, { "data": { "text/plain": "", "text/html": "" }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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ZUfs8Hg92uz0qKyMzM5OOjg6+8IUvsG7durjYlJyczEknncS///1v2traIilsM93zsbrH4Y7HXEWa9s0GCP8WU1JS5uU5kSSJ4447LtIp6Onp4Xe/+x2PP/64EPjDCJEmJ1hSHHnkkUCoOtu+yLIc2X700UcDITf4cccdFxWYZLFYuOiiiyKj6gMFLc3XfX/SSSeRlJTEa6+9xssvvwww60Ud/g77S9G7+eabueyyyyJzyYvh8ssvZ9OmTfh8Pu66667I6NVgMLBu3TqcTuecRYSGh4c577zz+MIXvoDX62VsbIzu7m7y8/PnzOkOp+Htr/KfkhxzzDEAvP7667P2vfnmm7NGsUcccQSw/7/HtddeyxVXXEFTU9Oi7AqL+Wuvvca//vUv0tPTOf744yP7Y3WPw9Mpc9WE2LFjR9Tn/Px8srOz6ejoiIqFCVNfX88555zDt7/9bSBUU+Kiiy7ihhtumHWdO++8E41GE5nyECx9hMALlhSXXXYZJpOJRx55hFdffTWyPRgMct9991FfX09VVVXkpZ2RkYHdbufee++NCk4aHh5my5YtaDSaA85Bh92nc+VBz4XBYODss8+mqamJzZs3k5KSwoknnhh1zHnnnUdaWhrPPPMMmzdvjtr39NNP87e//Y3m5mbWrFlzSG0eCEmS+M53voNGo2H79u08/fTTkX2f+cxnALjjjjuiage4XC5uu+02WltbSU5OxmAwkJKSgslkYmBggIaGhsixwWCQP/7xj5ERqcfjWbTNi+XKK69Eo9Hwv//7v1G55729vdx9992zjr/sssswGo387ne/ixJ5WZb59a9/zdtvv83g4GBUsOdCOO2007BarfzpT39iYGCAc889NyrgL1b3OBzo9uSTT0blpD/zzDNRRXjCXHXVVfh8Pr71rW9FxX3Y7XZuv/122tvbyc3NBSA3N5fx8XHeeOONqOcPQkGDwWAwbl4QQewRLnrBkiInJ4cf//jHfPvb3+amm25iw4YN5OTkUFdXR1dXF9nZ2fz85z+PpBhdf/31vPjii/zjH/9g69atrFmzBq/Xy7Zt23A6nVx33XUHjMrOz89Hq9Wybds2rr/+eo466ihuvPHGA9p4wQUX8OSTTzI4OMjll1+OXq+P2m+1Wrnvvvu46aabuOWWW3jggQcoLS2lu7ubhoYGdDod995775xBXAth9erVXH755Tz66KPcd999nHnmmSQnJ3Peeefx/vvv89e//pULL7yQ9evXk5yczPbt2xkbG6OsrCwSBKjVarnyyit58MEHufTSSznmmGMwmUzs3r2b/v5+ysvLaWlpYWRkZFG2tra2zkpjm4vPfvaz++2YrV69mhtvvJH777+fiy++mOOOOw6tVst7770XcUnP/Jvk5eXxwx/+kFtuuYXPf/7zrF69mvz8fJqamujo6MBisfCLX/xiVvT9fDGZTJx11lmRTt2+o/RY3ePzzjuP3/zmNzQ2NnL22WezceNGOjs7aWho4IILLuC5556LOv7aa69l27Zt/Oc//+Gcc85h/fr1GI1GPvjgA6anpzn66KO56aabgFCH8fvf/z433ngjN910E+vXrycnJ4f+/n5qamowm83cfPPNi7pPAuUQAi9YcnzsYx+jsLCQ3/3ud3zwwQfU19eTm5vL9ddfz3XXXRcVJZ2YmMgjjzzCb37zG9544w3eeOMNjEZjRPT2V0I0TFpaGt/73ve4//77ee+99/B6vQcV+GOOOYbs7GwGBgb2e/3jjz+eZ555hv/3//4f77zzDq+99hoZGRmcc8453HDDDaxevXr+N+YA/Nd//RcvvPACY2Nj/PznP+euu+4C4Hvf+x7HHHMMjz32GPX19QSDQfLz87niiiv43Oc+F5U3//Wvf52MjAyefvpptm3bhtVqJT8/n89+9rNceeWVnHLKKezYsYOxsbFZkeqHyujo6CwBmotzzjnngJ6Xr33taxQVFfHwww+zZcsWTCYT5513HjfccANnnXVWxI0d5sILL6S4uJgHHniArVu30tzcTE5ODh//+Me58cYbY1Yv4YILLogEPW7YsGHW/ljc44SEBB577DF+/vOf8+abb/L6669TVVXF/fffT0JCwqz7q9Vq+c1vfsPjjz/O5s2b2blzJxqNhqKiIi666CKuuOKKqEDAk08+mQcffJAHH3yQXbt2UVdXh81m48ILL+Smm25aVHCoQFkkOZY5GQKBQBBnOjs70Wg05Obmzhp119XVcckll3Duuefyi1/8Qh0DBYIlgpiDFwgEhxVPPPEEZ5xxBr/97W+jtrvdbu677z6Ag6YGCgQrATGCFwgEhxWdnZ18/OMfx+FwUF5eTllZGW63m507dzI+Ps7ZZ5/NL3/5S7XNFAhURwi8QCA47Oju7uahhx7irbfeYmBgAIPBQFlZWaS8aqyqFwoEhzNC4AUCgUAgWIaIOXiBQCAQCJYhKyJNLhgMEggo66iQZRlZDqLRLC63doGtEwzGp23Z58PV0YYcCKBPz8CQnjHrmGAwoNL3VrdtWQ4iSer0mdVtW1bRJS4Dh4c7Xt37FGvC71M1vo+MLM+/CmVMWpZlZFmOWupXybYNhvlJ9ooQ+EBAZnzcefADBYfEeFsPDf8VWtik6r5fknrCRw9yhkAgEAgWS0ZG4sEPmoFw0QvmTcqxx1Nww5dAlmn57m24e3vUNkkgEAgOa/R//C2a2u3RG+1j6P/vF0gjh7609EyEwAsWRO7V15L60VMITE3RdOs3CO5Ze1wgEIQIrQn/D3bt2onTKTyIggMj29KRxsaitunee5NgeRVyeuZ+zjowh63A33HHHZHFNATKI2k0lH3n+5jyC3A2NdL20x8ddC13gWAlMTDQR2trE2+88W/a2prVNkewxJHT0pHse1cIlPr7kLo6CBwbWsxK9/yzTNxzD9PzWLr5sBT4J598kieffFJtM1Y8usQkKu6+D43RxMjzzzH07NMHP0kgWCG0toaWn5UkidLScpWtESx1ZFu0wGvfe5Pg2o2QGFqUKrDhCCwXXzyvax5WAh8IBPj1r3/NnXfeqbYpgj1YKyopuSX09+i47ydM7apV2SKBQH1kWaa1NTRqz83Nx2KxHuQMwUpHTktHcrnA7UJqb0EaGyFw5DF79+cVIs1YFOhQOGwE3uPxcMkll/CrX/2Kiy66iKysLLVNEuwh49yPkfXJy5H9fppv+yY++9jBTxIIljEDA31MTzsAKCurVNkaweGAbEtHliSk0RG0771N4IhjwGRe1DUPK4F3OBz8/Oc/55577kGni12Gn5g7XjxFX/sGCevW4x0apPnOW5D9frVNEghUQ7jnBfNGr4fEJLTvvYXk9RBct2nRlzxsBD4hIYGXX36Z8847L+bXDvr9+J58BO0Tj4CKo8/DuaOh0eup/NHP0KfamNy6he7f3a+2SQKBKsx0z+fk5An3vGBufD60/3oe/aN/hHE7EHLTawb7CRxzAsRgEHvYCLxGo4npqH0mWp8Py/Aw2pEhNM88hn94YTmHi8XjcdPV1Ypf5dFvMBhc0HmGzCzKf3gPaLX0PfwHxl5/NcaWCQRLn5nu+fLyKpWtESxJfD50L/wNbXMD0rgdzdAAAP5zL8L7xa8TXLU2Js0cNgIfVywW/EcfD4DO40H37OMMNewmEAgoaobJZMbj8VBT8wEjI4OqjegnJuz09/csqP3kI4+m8ItfBaD1+9/B1dW5YDuUvv8CQSwIj96Fe14wJ3vEXdPTBUAwv5BgacVBT9P9/SmcTz6Jv7mZyf/5H/zd3Qc957BdTe60004jLy+PP//5zwc91ucLHFKpWvfrr5C0uwYAj15P/eo1pFdUk5GRo1jd4+lpB7t2bQMgMTGZ4uJyLJYERdoOEwwG2bHjfUwmM6WlVZjmGeghyzLNt32Lsf+8grm0jLUPPoLWPP9gkb6+LiyWBFJSbPM+N5b4/f64eY8Eyw+v10tnZxt2+yjHHHOi2uYIlhJziLv/3ItC8++HgChVuwiMJ51Ob1Fx6N8+H6vqdjPd043DMamYDVbrXkGbmpqgtnYbnZ0tirrtNRoNmZk5e9rfyuBg77xG85IkUXbH9zAVleBqa6Xt7u8tyBuQlJRKY2MtPT0dqsYndHW14vGoW6kvEAgseOpEoCwGg4GKimoh7oJoFinuC0EI/AwkSUJ/4il05OYCIZEv276NRJ+yc+K5uUVRnwcGemltrVdU5DMzc4DQaL6jo4WGhpp5iZzWaqXqJ/ehsVgYfflFBp54bN42WK0JGI0mens7aWzchd/vm/c1YoFer6eubgdO57Qq7YdpbW1QPRDT6/WqboNAcNihgriDEPhZJCenMlG1iqGy0JyIzuNGs/lxGBs9yJmxIzExiaSklMhns9lCWdkqRd3EBoMRmy098nlycpyamq2MjAwe8jXMJaWU3X4XAF2//B+mdm4/8An7IEkSaWmhGswTE2PU1m5jenpqXteIBUlJKXi9HurqdjA1NaF4+wBarRaHY5LOzhZVBXZqapzRUXWCUGeitkdlLmRZZmpK+d+nYImjkriDEPhZSJJEQUEpuhNPxrOnipAaIp+bWwhAWloGLpeTpqZdirtos7Lyoj4XFpZis81e//1ApJ1+FjlXfAY54Kfpjm/jG5tfGmJa2t72vF4Pu3dvZ2ioX1GRS0hIRpIkAgE/DQ01jI8r9zuYiclkZnCwj76+LlXah9D0TUdHs+oC29PToZpHZyZu997YnoGBfv785wd4+unHGBkZVtEqwZJBRXEHIfBzkpCQSEJCEtKxH1FN5JOSUsjLK6KsbBU2WwZTUxO0tNQpKmyJicmYzZZIkF9vb+eCpgkKvvRVEjdswjc8TPN3bkWeR3S82WzFZLLM+GwhGAwSCCg3XaHVaklICAW3BINBGht3MTx86J6MWBG+Dz09HQwN9SvePoAkaQgEAqpPF7hc0/T3q7tMsdfroa9vbyRzuLjN0NAAFotlf6fFHI/Hg8/nVaw9wSGisrjDYSzwr7766iFF0C8WtURekiTy8opCAWtl1SQlpWC3j9Le3qTYi1WSJDIzcyktraKwsBSfz0tz8+55exI0Oj0VP7xnTxGc9+l54LfzsiEtLQNJktBqdbjdLpKTU9HplHtIIBTwN9Omvr5OJibsitpgnpGJ0N7ehN2uvCdBowm9MqamJujvP3iaTrzweDwMDPSqOoofHx/Dbh9FluU9xW1CAq90cZve3k68Xo9i7e2PiQlRojrCEhB3OIwFXknUFHkIvVQrK9dgtSYyPDxAT09H3NsOk5mZg9WaQHZ2PmlpmTgck3R0NM+7k2HIyAwVwdFo6H3o99jffuOQz01LyyQrK5fS0kqCwSCtrfWKT1eEYyLCf5PKyjUkJ6ce4IzYM9OTAdDSUqd4TEBY4CHkSVAjJiIYDOD3+wgGA6qO4u32Ufx+Hw7HJAMD/aoUt3G5nAwP9+P1qjuCD9fOUBufz8vYmMrTI0tE3EEI/CGjprseQKvVUVW1FpPJTF9fFwMDyjxM4Rd6qGhHVaSTMTjYO+9rJR95NAVf+CIALd+7A3ffoV3DbLaQn1+CzZZBRkY209MORTs5AAkJSVitiZSXr0aWZTo6lA92M5ujBb64+ODFMWLNTIGXZZmWlgbFCxJ5PHtHqwMDvfh8yo/ig8EAk5MhD874+KhqtefDz4GaLnqXy0lzcx16vUE1GwAcjklqa7cp7t2LwudD+/yzS0LcQQj8vFBb5PV6A9XV69HrDXR2ts4roj0WhD0J4fYX4pLLvfpaUk48icDkJM23f4vgIY48tFotAEVF5ZhMZvr7uxV1kWs0Gqqq1mKzpZOSksbk5LjiIwWDwYjRaCI/vxgAp3OaxMRkRW2QpOhXhtFoVDweYKY7OhgMMDCg/FTBxMR4xIs0Njaqinve4ZiK/AbVEni/30dT0y4CAT8Gw/yWMo0lQ0P91NXtAGTFn4kwstdL8G9PoO0N/R7VFncQAj9v1BZ5o9FEdfV6tFodbW2NjI8rO+9lMBiprFyDJEk0N9fjdrvmdb6k0VD+3R9izMllur6Ojp//bF7na7VayspWIUkSra0Nio7ewiOUoqIyJElDZ2erosF+kiRRXb2enJwCDAYjQ0N9is9BazQajEYTKSlpAOTlFZGTk6+oDftG8A8M9Ck+ip+ZSTEyMqSKe767uz3ybzUEPhgM0txcF3kHGOe5VnmsbGhvb47EJqWmpitWdTSMLMuMDfXjfvIRTEOhQZcvJ091cQch8AtCbZG3WKxUVa3dI7K7mZpSrtIehNzVJSVVBAL+PQVo5idyuqQkKu6+F0mvZ2jzkwy/8M95tp9Ifn4xPp9X0aDDMCaTmdzcAnw+L729C6+1v9C2NRoNOTn5BINBBgbmP1WyGHQ6HatWbSQrK1QMSo35Tq/XQ2ZmqHx0QkISq1dvUFTgZFmOCnC020OeJCXd8xMT9sgUAaD4HLwsy3R2tjA5OR7ZpvQI3uv1Ul+/k6Ghvsi2+abxLpbJyXHqarZifOkfJE+MA+BIS0M+/+OqizsIgV8waot8YmIy5eWrCQaDNDXV4nIpW2UtIyOLnJx83G4nra318xbZhOrVFH/9ZgDa7/kBzraWeZ2fk1NAYmIydvsIw8MD8zo3FuTmFmI0mhgY6FX83gNkZOSg0+kYHOxVdA5cq9VhNBpJSkpBp9MxOjqseAcrMzOHkpJKTCYzLtc0FkuColHrLpeT1NT0SEnppKQUtFqdYu55WZbp6WmPElSlR/CDg32zpmYMBpNi7ft8Plpa6qLKiOt0OkXd816vh9HBPkpqd5K6p8CRPTFxyYg7CIFfFGqLfGpqGqWlVfj9fhoaahUvPlJQUEpycirj42P09LQf/IR9yLz4E6Sfez5Bt5umW79JYPrQhTKUPrgKrVZHZ2cLLtfBFxOKJRqNhqKictUC7rRaLdnZ+fj9flVy4jUaDamp6fh8XkXXaoC9I0WLJYFAIKB4ipjZbKGkpCIyZXPSSadz7bU3cdppZyvSvizLVFWti3hR8vKK0Gi0irQdJi0tk9WrNwJ742OUHMHr9Xqqq9djte5dfCU1NT0qCDTeGCQNJbU7SZkM/f7tiYmMnngSRuv8FoSJJ0LgF4naIp+RkU1hYSler4eGhlpF5yIlSaK8fPWeyP5uRkbmV8JUkiRKbr4dc1k57s4OWn88v0VpjEajqqlzqalpqgXcAWRl5aLRaOnv71ZlIZqwO1SttCSzOTRaVnqNgLnmePV6PUlJyoweNRoNOp0+Mu+fkZFNZeUaRdoOo9frGRwMucYrKlaTnp6l+IqLfX1dTE9PkZGRTWJiMqmp6Qc/KVb4fPDcUxgGQp1rZ3oGjZWV5BSUKmfDISAEPgaoLfI5OQXk5BTgdjtpbKxV1GWr0+morFyLVqulra1x3nnRWpOZyrvvQ2uxMvbvl+e9KI2aqXOgXsAdgE6nJysrB5/Pq3hGBaCqmx6IuMPVmCJZCkxPT6HT6TEYjJFRtFJ4vaF8c7PZQlJSKqWlygUXQiglrre3E6PRRGFhGUVF5crVpdhH3L3ZOWguuoz8kkr0S8Q1H0YIfIxQW+QLCkr2CN3UgqrNLQaz2UJ5+SpkOVTGdb4BP+bCIkrvuAvYsyhN7c55na9W6hyoG3AHkJ2djyRJ9Pd3Ky6yarrpYa/Aq7XK3+TkBP39/UxOKr8Akd/vw+NxY7UmKh41DjA01Icsy2Rl5SFJkqI2hEslA5SWVqHT6bBaE5Rxz88h7lzwSTRGY2QFzqWEEPgYoqbIS5JESUklKSlpTEzYaWtrVPSFn5KStqhytmmnnUn25VciB/w03/5tfPZDT/9TM3UOogPulBYbg8FIRkY2brdLFVe5mm768MhVLYHv7e2hr6+Pp59+bN7poosl7J63WhMUbRdCqWlDQ/1otTrS07MUb7+rqw2320VOTkHUqptxZz/irlRA3UJirFaEwCspdPuKvO5vT8I8xGpRbUsS5eWrSExMYnR0SPEyojPL2S5kJF345f8iYd0GvEODtHz3tnktSjMzdc5uH5l324thZsCdGkKXk1MAoLj3Ava66cOCoySSJGE2W/H7lV+jXpZlBgZC2RvZ2TmYTOaDnBFbwi97qwoBXU6ng0DAT2ZmtuJTAz6fj7GxYSwWa6Tgk0INo3vhb6qJO0BHx/wyjQAkWc0loRTC5wswPq5slLX8/lsYt20J/dtixXfRpZBqU6Rtv9/P9PSU4rXSIdS7n5qaWHDb3qFBaq65HL/dTt51X6Dg81885HND63FPKNurn4HDMUlCQpIqbTud05jNFlXctR6PB4PBoErbgYAfjUareNv9/X1s3vxXIBRFv3btBkXbh1AVP5AUjRwP4/f7kGVUmXP2ej0EAoFZpZvjxj615b3ZuXDBJxRPhfN43OTnzy/Pf0WM4NVAOvYj+I85IfRv5zR6BUfyOp1OFXGH0Gh2MW0bMrOo+N7dIEn0/uEBxt99+5DPlSRJNXEHVBN3CM1HqyGwEMpmUKttrVanStutrY2A8rXnZ6LRaFURdwgFeKoVUGYwGFUT92B+oSriDqEqpvNFCHwcCR51nGoifziTfMxx5H/+iyDLtHz3NjwD6qx9LhDMRWhp2GYAcnPzFS2yI1CQJbQq3EIRAh9nhMgvjLzPXkfKCR/BPzlB022HviiNQBBvZi4NW1ZWqbI1griwDMQdhMArghD5+RNalOZHGLJzmK7bRecv71PbJIEAWBrueUEcWSbiDkLgFUOI/PzRJSdT+eOfIen1DD71OCMvv6C2SYIVjnDPL3OWkbiDEHhFESI/fxJWr6Xov74FQNvd38fVMf+a9wJBLDn11LNYtWot1dXKlocVxJllJu4g0uRUQbP1PXRb3gGUT6E7HJFlmZbv3sroyy9iLitn7YN/Rqtw3rFAIFjGHCbinpExv7oHYgSvAmIkPz8kSaL05jsxFRXjam2h496fqG2SQCBYLhwm4r4QhMCrhBD5+aG1Wqn80c/QGE0M/+NvDP/z72qbJFhhBAJ+VRbVEcSRZSzuIAReVYTIzw9LeQXF37wFgPaf/hhn2/xLNwoEC+Xdd9/kscf+xAcfvCuEfjmwzMUdhMBHCAaDqjy0QuTnR8b5F5F+3gUEPW6ab/s2AefSia0QLF/C0fPj42P09narVrlPECNWgLiDEPgZyDQ371ZlbWsh8oeOJEmUfOs2zCWluDraaP/pj8RoShB3Zha3KS8XxW0Oa1aIuIMQ+AgajZb09GxaWuqoqfmA4eEBRddU31fkdc8+oarI+3xLt3Kc1mym4sc/Q2MyMfLiPxn++2a1TRIsc6KL21SobI1gwawgcQch8FGkpqaRkmLD7XbR1tZITc0HDA72KSb0M0Ve43IiPf0YnoE+RdreF4djipaWerwql4j1eDxzbreUlFFy850AtP/PPUw3NypplmAFMbO4TU5Onihuc7iywsQdhMBHIUkSRUXlkfk1j8dNR0czO3a8z9iYMmuMB486Du+RxwKg93owPPc0PbUf4vXOLXTxIiXFhtM5TU3NFgYGelVzgw8P99Pb2zVn+xnnfozMCy9B9nhovu1b+OO0Jrksy5H1twUrD+GeXwasQHEHIfCzMJnM5OQURG3LycknNTVNOSOOPRF79WoAjD4fee+9TdN7r9Pd3Y7f71fEBEmSyM0tIBAI0NnZwu7dH+JwTCnS9kzS07Po6Wmnvn7nnCJb/PWbsZRX4u7uov3uH8SlIyJJEh0dLUxNTcT82vPB6/Uq9vcX7KW1tQkQ7vnDlhUq7iAEfk5ycwsxGIyRtZZ7ejqYnLQraoPp5DPpzg91NIw+H2sbG0n0+xWN3k1Ly4ysQTw97WD37g9pb29WVGRMJjNJSSlMTU1QW7uV0dGhqP0akyk0H2+xMPrKSww+82Rc7EhISKS+ficjI4Nxuf6hoNFINDbWEggEVLMBwOmcXjGBjSH3fEjghXv+MGQFizsIgZ8TrVZLUVE5qanpVFauQZahsXHXLHGJtw3ScSfSkZsLgMHnw/bqv9BOjCtmgyRJZGfnR21zOCYZGRlU9AWfkZENQCAQoKWlntbWhqhOhrmwiNJbvwtA5y9+hqOhLuY2pKTY9rzsG+jp6VBF4HQ6PR6Pm+bm3YoGgO7L1NQEQ0P9qrUfZno6/h4lh2Mq8rcW7vnDjBUu7iAEfr+kpqaRl1dEamo61dXr0Gg0tLTUMzDQq5gNGRk5DJeU4li3EQCdx41m8+MwNqqgDdnodHsfCL3eQGZmjqKeBJstHa1WG/k8MjLI7t0fRrns0888m6yPX4rs89F8+7fxx3g6wWJJQK83ANDb20lra4MqImuxWJmYsNPSUq/aKFqSJLq6WnG51K1B0NnZGndvRmJiEldf/XkuuuhSysqqZu0PBgOqTF0JDoIQd0AI/H6RJAmz2QJAUlIKq1dvRK830NnZotgITpIkysqq0X/kVDxHHgMoL/JarZbs7DxSUmykpNiYmBijvb1JUXHRaLSkpWVFPhsMRtas2RSZPghT9LVvYqmsxtPbQ9sP74qpjZIkkZKyd0Gg0dEh6ut3Kp5OGHYR2+0jtLU1qiLyGo2GYDBIa2u9ap4EWZZxOCYZHo6/J0Gj0ZCXV4DZPHuBo7GxESYm1K9ZoVQQ8MFYElM3QtwjCIE/RCyWBFav3ojRaKa3t5OOjmZFfswJCUlIkoR07EdUE/msrFxycgooL1+N1ZrIyMggPT0dirQdJjMz5Ka32dLxej10drbOuv8ao5HKH/8MrTWBsdf+zcATj8XUhpkCD6GOn9M5HdM2DobZvHcOeGRkcM77EG/CsSnT0w56ezsVbTuMx+NGlmX6+3tUna4YHh7A4ZhUrX1gz/Ogftlmv9+n/tSNEPcohMDPA5PJzJo1G7FYEhga6qelpU7Rl4taIq/T6UlKSkGr1VJVtQ6TyUxfXxeDg8rl6FutiRQWllFWtoqEhFAnY66XiSm/gNLb7wKg61f/g2N3bcxsSEpKRZIkTDOWqk1OTo3Z9Q+FfYO8Bgd7FRfZsMAD9PV1qZJd4Ha7gJC4jY0Nx6WNjo5WBgcH9tuBcrtdTE6OR83TK004LiQYVDfw0u12sXv39qjfhuL4fGiff3bJiLssy6oHxAqBnyd6vYFVqzaQlJTC2NgIjY21ikaVqzmSB9Dr9VRVrUOvN9DR0ayoazA7Ow+NRkN5+Rp0Oj2dnS1zjp7STjuD7MuuQPb7abr92/gnYiNAOp2OzMwc1qw5AqPRRF9fVyQ/WinC00aSFHp0q6rWkZ9frKgN4bbDtLTUK56+53bvnf/v7++OucDKsszrr/+bp59+lFdeeX7OY0ZGBoDQyFWtOgkDA71MTo7P+psoydTUBLt3b8ftdine4Q0T9HgIPPs42t7u0GeVxF2WZSYm7LS3N9PYGLvBxUIRAr8AdDodVVXrSE1NZ3JyXPG5WLVF3mQyU1W1Fo1GS0tLnWIjuHBgn9FopLx8FbIs09xch8/nm3Vs4Ve+jnX1WrwD/bT+4DsxE4CionJ0Oh0lJaGIaqXnwTUaLSkpNlatWg9Ab6/yEf0zR2mSJJGWlqn4PLTL5Yr82+mcZmIitmmsM4vb5OTkz9ovyzLDw3tTJtVw0zudDrq72wBUGzmPjg5TX1+D3+/DYknAYDAq2r4sy4z09+B56hHMw6EsJ19OrqLiHgwGGR8fo62tkQ8/fJeGhhpGR4coLq6ICg5WAyHwC0Sj0VBRsZrMzBycTge7d++IuA2VQG2Rt1oTqaxcA4RSCJWei05OTqWgoASv10NLS93s+Xi9noof3oM2MRH7W6/T/+jDMWk33MlITk4lIyMbp9NBf393TK59qJSXryIxMRmbLR2HYyrm4nYwNBoNqanppKVlIssyNlvo30oycwSv0Whi/jeILm5TPmv/xIQ9qrqk0pH0wWCQlpaGyO9eaYGXZZm+vu49z15omlLJ0bssy9jto+zesQXzKy+QvMdL57ClIZ//CUXEPRgM0tnZwocfvkNjYy3DwwP4/aHBRnl5ddRUnloIgV8EkiRRXFxBXl4RHo+LurodOJ3KuWzVFvnk5FRKS6sIBPw0Ntbut258vMjJKSA1NY3JyfE5g/5MuXmU3fkDALrv/xVTu2LrMissLEWvN9DT0xklOPFGq9UBkJdXBCg/ijeZzJSXr4qIerzmwA9EKLK9EID8/BLy84tjFg8zs7hNbm7+nMVthocHolJFlR7Bd3e343Lt7VQr6aKXZZnu7raI9yDMvkGo8SQQCOCemqCsbhepU6HOlT0xkcDHLlZs5B76DRZF0mfD5OcXk5KiYOXTAyAEfpFIkkR+fjFFReX4fF7q6nYwOTmuXPsqi3x6ehaFhaV4vR7l4xEkidLS6kjQn90+Ox7AdtIpZF9+JXLAT8udN+Ofit2LWKfTU1xcgSwHaWtTNnUQQpkdaozitVodGo2G5ORUtFqtKkssV1SsITU1AwCPx0ViYnLMRrEz3fNlZbOL24S8FhmRaZq8vCIsFqtyi1IFA1itCWRmhopgaTQaRUfwkiRRWFhGUVFZZJtGoyUhIUkxG3SyTM7W9yMjd3tiIsPHfwRzYrJiNrjdLhobd0V5blNT08nNLVTMhoMhBD5GZGfnUV6+imAwSEND7ZxiEy/UFvns7Hyys/NwuaZpatqlaGaBTqejomI1Go2G1taGOadJCr/0X1hXrcbT30fbj78fUzGy2dJJTU1XrbqbWqN42Ouq93o9ilSV27ftsAs01lNjB3PPh+IOMiKR62azldLSKsVENrS0dVbEa7RmzSYSEhIVaTuM1+ulp6cTrVZLfn4xycmpynUyfD547ikMA6HnzZ2ZRUNFBbmFpYo0L8syQ0P91NZuw+GYJC0tg7y8IsxmC2VlVYoWATsYQuBjSFpaJpWVa5EkaGrazfDwgGJtqyny4R69zZbB1NQEra0NioqNxZJASUklgUCA5ubds1JTNHo9FT+4J5Qf/59XGHz6iZi2Hwqm0dHV1ab4NIVao/gwNltoFK2Gm16r1aLXG2Iq8Ifing8TDu7U6XQxa/9Q8fm8TE6Ok5iYjMWSQGFh2cFPiiGdnS0EAn4KCkrJzS0kN7fg4CfFgn3E3Zudi+aiyyiuWKNIgJ/P56WpaTft7U17CpGtorx8NcnJqVRWrolMn8WDhQycVoTAKyk2oQjnDeh0OtrbmxRNn9lX5HV/exLsykQ3h6vuhdIHhxUXm/T0LLKycnE6p+dcM8CUX0DpraH14zt/eR/TTQ0xa9tgMFBUVEYwGFCkstq+hEfxSq6VECbspp+cVGelPZPJjNfridkzfjD3/EzC01F6FfKsw/c73MFSctTodruw20dITEyKlK1WxD3v86F9/m9R4s4FoYC6tLSM+LcPNDfXMT4+SlJSKuvWHUV6eigOJTExGZPJEte2Ozqa532OJC+J2oLxxecLMD6ubN1sl8uJyzUdeQCVRH7/LYzbtoT+bbHiu+hSSFUmAMbv9zMxMaZ4VDWE01VGSU1N3+8Lr+2eHzK0+SlMhUWs++OjaK2xWR1MlmXGx8dISbGp4qKbmpqIVD1UGpdrGpPJokrbPp83EhMQCyYmxtm9eydtbS18/OOXH3AEHy5kotVqVfnuHo8HrVarigfB5XIiScRd1CLsU6FuprgryfT0FFNTk2Rl5Sr+N5+enqK4OHde5wiBX6Zotr6Hbss7gPIiv5QJut3suu4zOFubST/nY5R994dLas5MsDSQZVn8LpYKovxshIyM+cVarAgX/UokeNRx+I85AQDJOY1eQXf9UkZjMlHxw3vQmEyMvPhPhv/5d7VNEixBhLgvEYS4Lwoh8MsYIfJzYy4ppfibtwLQce/dONtbVbZIIBDMQoj7ohECv8wRIj83GR+7kPRzzyfodtN8x80E3erUEhcsDWRZ5qmnHuXNN19lZET5YEXBPghxjwlC4FcAQuRnI0kSJd+6DVNhEa7WFjp+8TO1TRKoyMBAP0NDA9TW7mBgQOUlT1c6QtxjhhD4FYIQ+dloLRYqfvRTJIOBoWefZuRfL6ltkkAlWlsbgf0XtxEohBD3mCIEfgUhRH421ooqir72TQDa7/4+7h5lF44RqE+ouE0ox/hgxW0EcUSIe8wRAr/CECI/m6yPX4rt1DMIOKdD8/Fe5Zb+FajPfIrbCOKEEPe4IAR+BSJEPhpJkii97TsYc3KZbqij6ze/UNskgYII97zKCHGPG0LgVyhC5KPRJSZR8cN7kLQ6Bh5/lLE3XlPbJIECCPe8yghxjytC4FcwQuSjSVizjoIvfhWA1h9+B4+Ipl72CPe8ighxjztC4Fc4QuSjybniKlJO/CiByUlavnMrsoLr2wuUp7c3JC7CPa8wQtwVQdSiFwCidv1MfON2aj5zGb7hYfKu+wIFn/+i2iYJ4oQsy4yNjTA4OMDq1evUNmdlIMR9wcy3Fr0Q+KjjfEiSpMrqTEsBIfJ7mdj2AfVf/gJIEqt/8wBJm45U2ySB4PBHiPuiEIvNLAKtVktT0y7a2hoj83Jq4Ha7CAQCircr3PV7ST7yaHKvvhaCQVq+exv+CXXWOxcIlg1C3BVHCPwMNBoNxcUVjIwMsmvXNnbv3s7IyCDBYFBRO7RaHbt2baOnpwOfz6do20Lk95L/+RtJWLMO79AgbXd/nxXg7FoxyLJMd3enKh3pFYkQd1UQLvo56Ovroru7PfJZp9OTmZlNZmYuRqMpHibOYmion/b2JjQaDZmZOWRn5yvWNkS76wMmM4GLLwNbmmLtz2RycpzExGRVlvB09/VS+5lPEZh2UHLzHWRd8knFbRDEnv7+PjZv/itGo4lzzjmfvLxCtU1avghxjxnCRR8DcnIKSEhIinz2+31MTk7gck0rZkNGRjYJCUkEg0EGBnrZuXMLra0NitkwcySvdbvgmcdwdHco0va+OBxTNDbW4na7FG/blJtHyc23A9Dx85/ibGtR3AZB7GltbQLA6/WQmqpOx3VFIMRdVYTAz0EoZaYKjWbv7QkEAphMFkVtKCmpiHyWZZmRkUFaWupxOpUTefemowEweL1YX3yO9m3vKh6fkJmZw9TUJLW1W+nv71bcVZ5+1rlkfOxCZK+X+lu/ScClfEcjjMvlxOMRS9suhlBxm5DA5+TkieI28UKIu+oIgd8PZrOFgoISICQwLtc0u3d/yOTkuGI2WCwJZGfnRz5LkkReXrGiLyTN8R9lpCJUAMTo81H84VZat75Ne3uTYrEJOp2OzMxsgsEgXV1t7Nr1IdPTU4q0Hab4G7egz83F19lBzY++g1+l/HidTk99/U7VRX5iwn7YxiTMLG5TXl6lsjXLFCHuSwIh8AcgKyuP7Ow8SkoqKSmpJBAI0NBQw+Bgn2I25OcXodcbsFoTkSQNzc27FW0fwHTymXTm5QEhkd/Q3Exxsi3KwxFvZnZ0nE4Hu3Z9SGdnq2JBUlqLhfLv3wNaLZ5X/kXNo39QzJMyE/2eF6TaIu9wTDIw0KNa+2Hs9tF5nxMevceyuM3h2tmJC0LclwxC4A+AJEkUFpYBoVH8qlUb0Gp1dHQ0KzaC1Wp1FBeXk52dx+rVG9Dp9HR0NNPd3a7YS8VgMOI/4mg6cnMB0Hu9aDc/AWPzf7kuFKPRhM2WEfksSRIajYTHo5y7PHntOkyXXgaA96GH2PX2q4yMDCrWfhirNQGPx62qyEuShu7udlXTSQOBAJ2drfN6DuLhnnc4JlWJD9mXJdHJEOK+pBACfxBmRm4nJiazdu0RWCwJDA3109BQg88X/6VFU1PTsdkysFoTWbNmE0ajmb6+LtrbmxR7qHNyChmvrMZz5DEA6DxuNJsfV1Tkc3L2juJlWUaSNFgsCYq1D5B7xWeguhqcToJ/+hMtzXX09nYq+nK1WkORtGqKvEaj2SOW9QSD6qSaOZ0OPB4XExP2Qz4nHu757u52Rd4DByIYDNDX16WqDULclx5C4OeJ0Whi9eqNpKVlMDU1sWc+OL6jmNBoNfSnMpnMrFmzEas1keHhAZqadiniptbpdFRUrEY69iOqiXxCQhKJiclUVq7BZDLT29vJ8PCAIm2HsaVlIl11FSQkQEsLKVu3k5dXpGgKX1jgQT2R12hC39flckallCpJ+LkbGjr0KatYu+cnJuxMTo6rKvCBQIDGxl2qxYUA4POhff7ZJSPugUBA9U7XUkAI/ALQarWUla0iP78Er9dDXd12RkeHFWtfrzewatUGUlJsjI+PUV+/U5Efs15vAFBV5IuLy0lJSaOqah06nY729qZ5jeAWi06nI6WgmOQvfQWA8cceYXTbFsXah2iBh1Cnc2RkUFEvgiTtfXUMDPQyPq58MaRwoKXdPorX6zmkc1JSUklLy4iJez5ULKcNQDUxCQT8NDbWMjk5HpXaq6gNbjf+zY+j7e0G1BF3WZZxOqfp6+umvn4nDQ01aDRaxdrf1xafz8f0tAO7fVTVYkqi0M0isdtHaGlpIBgMkJdXpOhoLhgM0tHRzPDwACaTmaqqdZhMZkXaBpDffwvjHnHzG00EL/mUosVwpqYmqK/fiUajYfXqTYplF4yPj5GQkETLfT9hfPNTSOnpbHr0aQxJyYq0D7Bz5xZAwu12kpWVS3FxxUHPiSWjo0O0tNRHPuv1BtatOyoSBKgENTUf4HKFnuv8/GLy8ooO+Vyfz7doW0dHh2lpqQNCtTMKC0sXdb354veHxN3hmARg48ZjFS2GFQwGGenvJuE/r5AyGSrl7M3OhQs+oYi4+/1+JiftjI+PMT4+FulkGQxG1qzZhMFgjLsN09NTkQ6mx+PG6/Xg9XoIBoNoNBpKS6tJS8s4+IUOEVHoRmFSU9P3zIub6O3tpLm5TrEem0ajoaSkktzcQtxuF3V12xVNH1NzJA+hmIiysuo9LsraQx7FLZaUFBs6nY7Kr9+MrqQUeWSE+rtuV3QEnZ6exZo1mzCZzAwN9Sse5BUewUuShFaro7CwVNFCUIFAICLuEKr8OJ/7v1hxl2WZnp69UxNKj+D9fh8NDTURcdfrDYoIGoS+++joELu2v4/11Zcj4j6ValNM3IPBIL29HTQ31zE8PBC5/1qtlqqqdYrdC7PZitvtYnh4gMnJcdxuF8FgEL3eEJnKVRMh8DHAYrGydu0RJCWlYLePsHv3dsVeuJIkUVBQQnFxBT6fj7q6nUxMKOcuVVvk09IyKSgITZU0NioTjxBGo9dT/eN7wWjE9c5bdD/1V8Xazs0tRKfTUVBQusdVrOw8uEajoaioDJstg0DAj9lsJSkpRbH2Z3ZkJUnC7/crOk0wPDwQ9YwrKfA+n4/6+pqoe5CQkKSY51CWZfAHqGysJ3VqzzRJYiL+8y5WzC2v0Wiw2TKihFySJCoqVivmyXO7XXR3t8/63Vmtiaxde8SsqTQ1EAIfI3Q6PdXV68nKyosUxVFybjgrK5eKijXIskxj4y5F07fUFvmcnAIyM3NwOh20tNQpOpJOKCkl9yv/DUDfr3+Bo7NDkXbDL/PU1DQSEhIZGxuOjOaUICkphezs/Ejq4tiYcjEoEHLPVlWtxWy2otFoOeKI4w/onh4c7Odf/3qe9vYWAoHFBaMFg0EmJuykpISWUpYkSVGBl+UgRUVlkZgYQNH5d00gQNrbr5E0Pg6ExH3gmOOxJqco0r7f76e9vYm6uh14vZ7IfSguriA5Ob7LW8uyzMSEncbGXezcuYWBgR40mr3ZPDZbBqtWbVDMg3AwVoTAK/XClySJ4uLySFEcJd3GADZbOqtWrUej0dLa2qBoIZZ9RV77tycUW4UudN8rSE5OZXx8jJGRIUXaDVPwiU9hPuFE8HhouvNmZAWjmUMenNDcr5IFkMJZHSkpqWg0WsWD7Gy2dFJS0tDr9QQCfiRJOuDIrbm5gebmBl588Tk8nsU9kxqNhoqK1ZERWnn56rgLy0wMBmOkU5GamobJZCEhQaHR4p5oecNAPwCerBwaK6vIKypTpHlZlmloqGFoqB+z2cqaNZvIzMwmN7eQzMycuLff3t5EQ0MN4+OjJCQkUV6+io0bjyUpKZm8vCLKy1eh1cYnuK+3d/5pkCLILk5MTYUWp8nMzFW0XQCnc5rJyXGys/MUb3tm4J1sseK76FJIVeblFwj4GRkZJDMzV/GV53wTE+y48hMERkbIu+4GCj5/k6Lt2+0jJCtcXTCMwzGJxWJVJWrZ4/Gg0UjodPr9/s1lWebhhx9getpBbm4+F198WUzalmUZt9uFwWCM20v9QDgck+j1Bnw+H2azJf427JPn7s3OgQs+yYTTQXJyanzbnoHdPorT6SAnpwCNRoPL5cRkMivyzNvtI4yNjZCVlRfVqfJ6PXEftdvto1RWFs/rHCHwgpgzc6lZpUVeTSa2fUD9l78AksSa//sDies3qm2SgL1LwwKcdNLprF27QWWLDkNEEZslgYiiF6jOzKVmJec0+r89qZi7Xk2SjzyanE9fDcEgLXfdjl/FMq6CvbS2NgKxrT2/ohDiftgiBF4QF1aqyBfc8CUsldV4+nrpuO8etc1Z8YTK6TYDkJubL5aGnS9C3A9rhMAL4sZKFHmNwUDF936MZDQy8vxzjP77ZbVNWtHMrD1fVlapsjWHGULcD3uEwAviykoUeXNJKUVf+ToAbT/5AZ5BZevlC/Yi3PMLRIj7skAIvCDurESRz/rEZaSc+FECU1O0fv9OZAWWFhZEI9zzC0SI+7JBRNELFGOlRdd7R0epvepSfPYxCr/8X+Re9Vm1TVpxTE1N0traTFJSshjBHwpC3Jc0842iFwIvUJSVJvL2d96k8etfQdLpWPvgI1irqtU2SSCYGyHuSx6RJidY0qw0d33qCR8l6xOXIfv9tHz3NgIKLwojEBwSQtyXJULgBYqz0kS+8Cv/jamoBFdHG12/+rna5qwIXC6namu0H3YIcV+2CIEXqMJKEnmtyUzF9+9G0ukYfPoJ7G+/obZJy55t297nD3/4LS+99A9FFx867BDivqwRAi9QjZUk8taqagpu/DIAbT+8C9/Y8vyeS4Fw9HwgEMDtdim+LsFhgxD3ZY8QeIGqrCSRz/n01SQdeTQ++xht9/xAjCzjhChucwgIcV8RCIEXqM5KEXlJo6Hszu+jtSZgf/0/jDz/nNomLUtEcZuDIMR9xSAEXrAkWCkib8zOofjr3wag47578PQrt4b7SkAUtzkIQtxXFELgBUuGlSLy6eddQOrJpxFwTtP6g++IKncxRLjnD4AQ9xWHEPh98HjcTE6Oi/lRlVgJIi9JEqW33IE+1cbkh1sZeOJRtU1aNgj3/H4Q4r4iEQK/DwaDkcHBPrZvf4+OjhampiZUEXuHYxKHY3JFdjRWgsjrU22U3PodALru/yXO9laVLTr8Ee75/SDEfcUiBH4fQj3/KrRaHYODvdTV7WDHjvfp6mplenpKMcG1WBJoa2uitnYb/f09+Hw+Rdrdl7GxEVwu5cv8rgSRt510ChkXXIzs9dJ61x0E/er8jZcLbreL5OQUJEkS7vkwQtxXNKIW/X5wuabZtWs7wWAgantubiH5+cWK5NY6nQ527foQWZaRJInU1HQyMrJJTk5VLLfX43FTU7OV5OQUsrPzSUxMVjSveGbt+qDFin+Z1a73TzuoufJSvAP95F37BQq+8EW1TTrscTqn0el0GAxGtU1RFyHuyw6x2MwcLHSxmdHRIVpa6iOfExKSqKpai06n3AMyMNBDZ2e0+9ZgMFJaWklysjJC19/fQ1dXyAarNZGcnHxstgzFhH6myPtNJgIXX4ZkS1ek7ZkEAn5GR4fIyMiJ6Xef/HArdV/6PGg0rPl/D5G4dl3Mri1YoQhxX5aIxWZiSFpaJtnZeQDodHocjklqa7cxOTmumA1ZWXkkJ6dGbcvOzldM3EPt5WG1JgAwPT1FS0s9O3a8T39/D4GAP+7tB486Dv/RxwOgc7uRnn6MsdZGxeMTtFodk5PjNDTU4PG4Y3bdpCOOIueKz0AgQOv37zjogjRTU6H4DLVZAWODwxMh7oI9CIE/CAUFpSQkJFFRsZr8/GK8Xg/19Tvp7m4nqEB6UygmoDrKa9Dd3cbgYJ9iL1hJkigpiZ7TDAaD6PV6JEmZn1Dw6OOZXr8JAIPPR+qrL9P0/hvY7SOKCk1WVh6Tk+PU1GxlaCh2f4OCG76EubQMd1cnXb/+3wMeazZbaGioYXxc3ZiEkZFBRZ6BgyHLMnV1tTQ07Mbtjl3H67BEiLtgBkLgD4JGo6GiYjUWi5W8vCLWrNmE0Wiir6+LuroduBVY/tNgMFBaWoXZbKW6ej1arY6Ojmba2hoJBAIHv0AMCLvmw/j9Plwup6Lz8fqPnMpASSkARp+PytoaenftYHh4QDEbEhKSMJutBIMB2tubaWysxePxLPq6GqOR8u/+CEmrY/CpvzL+/rv7PVan02EyWWhq2sXIyNCi214oTqeDvr4u1doHCAQCDA8P8sEH7/Lqqy/x8sv/UMWOYDCovkdDiLtgH4TAHwIGgzEygk5ISGLduiNJT89ienqK2tptDA8PxP3hTk1No7i4nOTkVNauPZKEhERGRgapq9uuSCcDIC+vGKPRRF5eESaTmb6+LlpbGxQdxRlPOp2O3NzQv30+1jc1kakzKNa+JElkZeVGPk9M2Kmt/SAmvwFrVTX5198AQNsPv4t/cv9u+KSk5D1pYfUMDPQsqt2FIkkaens7mZqaUKV9gMlJO+3tzZHiNqWlFYrbIMsyPT3t6i5qI8RdMAdC4BeAVqujrKya8vJVSBK0tTXS0lKPP85pTklJKQAYjUZWrdpIVlYuTuc0u3Ztw24fiWvbAFqtluLiCjIzc1i9ehOJiUmMjg7R0FAT9+8exmpNxLl2Az2FRQDoPG40mx+HsVFF2gdIT89Cq9VGPpvNFjQaTUw6Ormf+RwJa9fjHR6i4xc/2+9x4d8CQGdnK93d7YqPIDWa0OujtbVBkViMubDbx+juDomaWsVtBgZ6mJiwK95uBJ8PzT83Lwlxl2UZp3NasUGH4MAIgV8EaWmZrFt3FImJyYyNDSsagKfRaCgurqCsrBpZlmlq2q3ISz4lxYbBYESv11NdvYG0tAympibYvVs5T0J+fjGBI4/Bc+QxgPIir9VqSU/PBkJ/B6dzGpPJEiX6C0XS6Si78/tIRiMjzz+H/c3X5zwuMTE56nNfXxft7c2Kinw4/sLjcc/K9FACWZax20ew76mPoEZxG7t9lK6uNtVS8vxuJ/7Nf0XXF/LiKC3uPp+P8fFRenraqa+vYdu2t+nqalXkfng8biYm7IyPjzI2NszIyBDDwwMMDvbR399Df3+3IvVDpqYmGBsbYWpqAo/HPSu1Wk10ahtwuGM0mli1agN9fV309HRQX7+T3NxC8vKKIiOceJKenoXFYqWpqY6+vi4cjknKy1eh18ffba3RaCgrW4XRGHLX7969ncrKtSQmJsW1XZPJTHZ2PlJOAR7AuG0LOo8b/+bHCV7yKbClxbV9gKysHLxeD+npWTQ376apaRdr1x4Rk/tuLiqm8IYv0/nL+2i754ds2LAJXVL0PdVqdSQkJOJwTAFgs6WTnZ0bqZmgBBrN3naGhwdISbFhs2Uo0jbA9LSD8XF75CWudHEbp3M6kkartMAHgwEGezpJfuNVUvZM5XiycpAUEPdgMEh3dxvj42OzOvVJSSlUVKxR5N2n0Wjp7GzF5Zqetc9kMu95D8a/o2MwGGlq2oXfv9eLpdVq0esN6PUGkpNTyckpUOSe7IsYwccASZJUC8CDUNW7tWuPIDU1jcnJcXbt+lCxNCpJkigoKKGkpBK/30d9/U7GxoYVaRdAOvYjqozkzWYrxcXl2GzpkeyK5ua6mMUjZH/q0ySu34hvZJiOn/90zmOSklJITU1Hrzdgt4+h1eoUfYns21Z7exNe7+IDDg+V8fFR7Pa9rvGSkjLF2vb5vDQ17YqM1pQU+EAgQGvjLpJe/3dE3CdTUuGCTygyctdoNGRn50cJGkBiYhKVlWtj4sk6GF6vh9HRwTk7s5mZuaxdeyRW6/xyxg8VWZbxeNyMjY3Q3d1Oe3sTwWC05ywQCCDLMhkZOeTmFqoi7rBiBF4Zt+W+AXi7dm1TrMSsTqejomINBQUleL0eRTsYAJmZOVRVrUOSJJqb6xTN095X5LXPPqFIWdvwSz03txCbLTRVMTgYm+VfJa2W0ju+F3LVv/APxt54bdYxqanplJRUUFRUhiwH6e3tjEnbh2yjpEGr1SJJGkwmM9XVGxR1TzocU4yPjwOQkpKKUs85hFzTmZmhYEtJkjAYTIq1rQ0GqW5qInUq5L2xJybiO/dCJIMywaayLNPcXBcVd2O1JlJZuU4RcW9vb2b79vfo7GzF6XRExFOn01NZuZaSkoq42dHf382HH77Ljh3v09y8m76+LiYm7FECrtPpKSoqZ/36o8nIyIqZR20hGTMrxEWvXHRrOAAvJcWG2+1SxEUURpIkcnMLsVoTmZqawGQyK9Y2hObn16zZyOjocNx6z/tDOvYjEXe91u1C87cn8SlU1ja8foHFYo2KsF8s5sIiCm/6Cp2/uJf2e35I0oZN6JL3zr0nJITc9jZbBiUlAdLSMmPW9qGg1xuoqlpPMBjAak1QtMIjQFJSKl6vF4D164/AbFZu/t1isWI2WyIFoBQboYWj5Xu7AXCkpdG7biOVqfGflgojSRIZGdkkJiYzOWlHkiSqq9ej0ykjJ2azhaSkFGy2DGy2dBoba9HrQ9U94z01Ge7UJiWlYLUmYLUmYrUmMDIyRHd3O7m5BWRn56HVxv5eLKTzLErVCpYVM8vayharYiIfL+RgkLqbrmNq53bSzz6P8u/9WG2Tlgwej4e2tmZaW5s47bSzl//qcXOkwjlOO4ugRqvad+/qaiM3t0Dxzt1MRkeHFCudvb8YF7t9lISEpLgO6GRZJjNzfvFNQuAFy47lJvLu7i5qrrqMoMdN5T3/g+3k09Q2SaA0SzTPXcmgToGoRS8QLLulZk0FhRR88asAtN/zI3wT4+oaJFCWJSrugBD3JY4QeMGyZLmJfPall5O46Uh8Y6N03PcTtc1RnX0juJctS1jcBUsfIfCCZctyEnlJo6Hs9rvQmEyMvvwiY//5t9omqYYsyzz22EP87W9P0tHRprY58UOIu2CRCIEXLGuWk8ib8gso/NJ/AdD20x/iG1exPKqKDAz0MzU1SW9vd6TQz7JDiLsgBgiBFyx7lpPIZ33iMpKOOAq/3U7nz/dfq34509raBKhXez7uCHEXxAgh8IIVwXIReUmjofS276Ixmhh56Xns77yptkmKElpBLyTwOTl5yy81Toi7IIYIgResGJaLyJvyC8j/wheBUFS9f89SqSuBgYH+yNKw5eVVKlsTY4S4C2KMEHjBimK5iHzOpz6NdfUavIMDdN//S7XNUYxl654X4i6IA0LgBSuO5SDykk5H6a3fRdLqGHz6CSZ3fKi2SXFnpntejaVh44YQd0GcEAIvWJEsB5G3VlSSe821ALT9+HsEPcqt5KYGM93zSi8NGzeEuAviiBB4wYplOYh83mevx1xcirurk54//E5tc+LK+PjYntXrlol7Xoi7IM6IWvSCFc/hXrt+qmYHu2/4HGg0rPvjX7BWVqttUtzwer0MDvZTUFCktimLQ4i7YAGIWvQCwTw53Efyies3kn3p5RAI0Paj7yEv4zKuBoNBiLtAcIgIgRcIOPxFvuDGr2DIzmG6sZ7+x/6stjmC/SHEXaAgQuAFgj0cziKvtVgoveVOALp//3+4ujpVtih2yLLMrl07mJo6zMvSCnEXKIwQeIFgBoezyKccdwLp552P7PHQ/tMfs1zCawYG+nnjjVf5858foKWlSW1zFoYQd4EKCIEXCPbhcBb5oq9+A11yCpNb32fkxefVNicmtLY2AqHiNrm5eSpbswCEuAsWidM5jdvtnvd5QuDnwO120tPTweTkOMFgUG1zBCpwuIq8PiWVwq/8NwCdv7wX/8SEyhYtjlBxm2bgMC1uI8RdsECczml27drBs88+wZ/+9Dvq63fN+xq6ONh12GMyWdDp9NTX70SSNCQmJpGUlEJSUgpWayIajTL9ookJOw7HJCkpNiyWBCRJUqRdQYjgUcfhB3Rb3omI/OGQQpfxsQsZ/uffmdq+ja7f/ILS276rtkkL5rAubiPEXTBPnM5p2tpaaGlppL+/N2qaLVTF8dR5XU/kwR+A7u52+vq6orZpNBrS07MoKiqPu9DLskx7exPDwwPo9QZSUmykpNhISkpFp1OubzY42EcwGMBmy8RoNCrW7kxkWVatg3M45sm7OtqpuepSZL+f1f/3R5I2blLbpAXx1lv/oaZmO5Ikcc01Xzh8RvBC3AXzZGxslMcff3hW7IzVmkBZWSXl5ZWsWze/BZbECP4A5OcX4/f7GBrqj2zTanXk5RUpMoqXJIni4grcbhdTUxMMDw8wPDyAJEkkJCSRmZlDenpW3O3IyMhi9+4ddHW1kZiYhM2Wic2WgcFgiHvbM+nqasNqTSA1NV0xLwocniN5c3EJuVdfS+8ffkf7T3/Iuj/9Fc1hJi4z3fOH1dKwQtwFB8HpnKajo5VVq9ZFBi6pqTas1gQcjqmIqJeVVZKdnbPgwY0YwR8EWZZpbq7Dbh+JbNPrDRQVlWGzZSgyqvT7fezevR232xXZlpKSRnl5NVqtMn00t9vFrl0fEgjsLaKSlJRCWloGqakZ6BV4eblcTmprt6HT6cjMzCYjI1dRj8LMkXzQbMF/8WWqiXwwGDxoJyfo8VBz5Sdx93RTcNNXyLvmOoWsiw39/X1s3vxXAE466XTWrt2gskWHgBB3wX4Iud+baWlpoq+vB4CLL76M3Nz8yDHt7a2YTOb9ivp8K9kJgT8EgsEgDQ016HR6LBYrfX3dyHKQpKQUiovLMZvjP7Jwu13s3v0h/hlVynJy8snLK0ar1ca9fQC7fZSmpuhAj4yMHPLyihQT2v7+Hrq6WiOfU1PTycrKJSkpRZHO1kyR9xuNeC74JPrM+HtR9mVychyXy0lm5oF79xNb3qP+qzciGY1sePRpTHn5+z12IRxKR2OhHHbueSHugn2YS9RnsmnT0Rx//EcP+XpC4OcgFrXo/X4/Y2PDZGbm4Ha76OxsZXx8FEmSyM7OIy+vKO6j6cnJcRoaasjJyWdsbAS324XRaKKkpJLk5NS4th1m37iE1NQ0SkqqFBnBQ8ijUl+/k6mp6OjwtLRMSkurlJk6+eAd9B+8B4BXr2fwoyeTVr5a0biIYDDI9u3vkpKSRnFxxQE7ec3fuZXRl18g+bgTqP75b2LaEerp6SA3tzAu9727u5OGht34fD7OO++i/R4nyzKyHESjUaajOydC3AX78OqrL9HQsHvW9plz6llZ83O/C4Gfg3gtNmO3j9LZ2YLH41bMbT88PIjVasVkMtPT00l/fzcQGkkXFpbGXWRkWaahoQancxqLxcrk5Dh6vYGysmrFOhlut4va2q2RFEaz2crq1RsVFVjXa/8iua4WAI9eT92q1aSVV5GZmatYfEB7exNDQ/1YLFYqKlZjMlnmPM47OsrOyy8mMDVF+Q/uIf3Ms2NmQ0tLfeS3Hy8OFmA5OjqMyWTCap3fyy9mCHFf8Tid0wQCARITkyLb3n//bbZtex8IiXp5eWhOfb6iPhMh8HMQz9XkgsEgfX1dirrtZ77wpqenaGtrwul0oNcbKC6uwGZLj1vbAD6fl+7udkpKKunv76Gnpx1ZlsnJySc/v0QRgRsY6KWzswW93oDP58VkslBVtWa/IhdrZFlm5J/PkLenJKxHr6f3uBOxlVVisSQoYsPEhJ2GhhoAtFotpaXV+/3bDz77FO0/+SH6jAw2Pv43tJbY3Ke2tkaGhweorl6vWAdvJsFgkNrarRQWlpGamqZ4+/h8SP98Bn1fb8geFcQ9EAjg9Xoi/1ks1rh3dkKBv5MYDHr0egN6vQGdTq94povTOc3U1AQJCUlYLFZF29/X/V5VtZrTTz8nsn9sbIT6+l2LFvWZCIGfAyWWi1XLbQ+hl1x/fw+9vR3IsozNlkFxcTl6ffyi3GfOvU5PT9HSUo/b7cJiSaC8fBVmc3yFNuxJKCoqY2RkiP7+brRaHeXlq0hJUSbwbWxsBPcbr1Dc1weA32gieMmnwKaM0MiyzPbt7+HzeSPbCgpKyMkpmPUykYNBdl3/GabrdpNz1Wcp+vJ/xcSG9vZmhob60OsNrF9/FDqdsqPWoaE+2tubKSmpJDMzR9G2vU4H0nPPYB0NBeAG8goJnKeMuHs87j3PnDMqLic3t4D8/JK4C134+ZucHI9skyQJnU6PwWDAYkkgP78YgyG+sTmhdQq24XROo9FosFoTSUhIivwX60yfmaK+b566Tqfj+ONPwGbLIDU1DbM59h0OIfBz4PP5GR93HfzAGDDTbW8wGFm//ijFIt1dLift7Y1MTU2i0+lYt+6ouD9gYQKBAF1drQwN9aPRaFiz5oi4B0V5PB4MBgOSJDEyMkhbWxOyHGTVqg0kJaXEtW0IvVzq6nZQ2N9PWlMDAAGTmcAln1Isur6jo4XBwdDoMSengIKC/b/cHbtr2XX91UhaLesfeRJzccmi2+/sbGFgoBeLxUpubhFpaRmLvubAQB9vvPFvysoqWbNmPSaTec7jgsEgjY21TE6Ok59fTF6egsvI+nzw3NMYBkKdO09WNtKFlyo6cm9q2h3J7pEkiZKSKjIylAn47OlpZ2hoIKpzCaDRaMnJyScnJz9u772hoX7Gxobx+334fD58Pu+c6y6EBlr5ewZai4vPGBoa5J13Xp8l6gBGo4msrGwSExMwGg2R589gMJKamkZKShpJSSmL9mxOTo5TVlYwr3NWSB68cm6b1NQ0kpNT6evrwu/3KybuAGazhVWrNjI01Mf09LRi4g4hF3Eo2M+G3T4S9xE8EBW5n56ehclkYXCwl8TE5Li3DaEXSGFhKYbyVXgSkzBu24LW7UKjYJ58WloGLtc0KSk2MjIO7AZMWLOOzAsuZujvm+n4n3uo/t/fLnqEkZycSlpaJnq9AaPRtKhrhWlpaWJkZJjR0RFWrVq73+M0Gg2VlWtxu12K1kWIzLnvEfepVBuGCz6p+Jy71ZrA1NQ4IFFZuUax3z2EOvQzkSSJrKxccnML4+o5hJC3dGLCjkajRa/Xo9PpozoaFouVjIwc0tMzF+xR8vl8UYHDBoMhKgper9eTmppKamoqVuvcI3Wv18PQUD8ulxOv10NGRvainrdwRcf5sEJG8PF30QsEalS8k2UZt9t5yDEfPvsYOy67iMDUFJV334ft1NPjat98kWWZhx9+gOlpB7m5+Vx88WVqmxTNHAF1nrM+hnY/XoZ409raQH5+ccw6V4dKMBjE6/Wwc+cW0tOzFLUhEAggSVKkU9fcXMfExBhpaVlkZmYvuKz3TPf76Ogw11xzQ1Tg7j/+sZmkpGRKSkrJzIwW63B2j8fjRqvVkZJi2zPYs8Us+Nfv95OTM784FyHwAkEMORzK2g489Tgd996NITuHDX99RjVxmoslXdxmCUbLq1nCeXragSRJqtYnkGWZsbERUlNtC0qTPFCe+rnnXkRJyaFlhzgck4yNDZOSkkZiYnLc/ibznYNfIS56gUAZDoeytlmXfJKhvz+Ds6mRvj/9gYIbvqS2SRFCC2qEXL6lpeUqWzODJSjugKoLUFmtymSLHAhJkuYd9yHLMrt319DS0jhn8ZlwnnpKyqGPlsNBfUsNIfACQYxZ6iIvabWUfPNWdn/hs/Q98hAZ512AqaBQbbP21J4PCfySqj2/RMVdsDAkSaKxcTeDgwORbbHKU19qCIEXCOLAUhf5xPUbST/vAkaef46OX/yM6vt+pbZJUUvDlpfPb9WsuCHE/bBlpvt97dqNlJfvXW64rKwSh8Ox4IpyhwtC4AWCOLHURb7wS/+F/bVXGX/7Tcbff5eUY49X1Z4l554X4n7Ysb85dZPJHCXw69ZtZMOGI5elqM9ECLxAEEeWssgb0tLI/ex1dN//Szp/eR/Jf/orkoLlfveltzdUdnlJuOeFuB82HKj4DITc7/vOpyuZvqwmIopeIFCApRpdH/R42Hn5JXj6+yi5+Q6yLvmkarYEAgF6e7vRajXk5akYEyDE/bBi164dvPHGq1HbFrOgy1JGVLKbAyHwgqXAUhX50VdeovmOm9GlprLxyb+jS1Bp0ZalgBD3JUt4pO5wODjuuI9EbX/oof+3bEV9JkLg50AIvGCpsBRFXpZl6m74HFM1O8j9zOco/NLXVLVHNYS4LznmmlPXaDR87nM3RhXWGR0dwWZLW5aiPhMh8HMgBF6wlFiKIu+o28Wua69C0uvZ8PizmHLzFGt7cnICn8+LzZau3gtaiPuS4UDFZyDkfj/nnAvJyspWwTp1EQI/B0LgBUuNpSjyLXfdzsiL/8R2+plU/uhnirX71lv/oaZmO6mpaVx22ZXKB0AJcV8y+Hxe/vCH386qdb8S3O+HgqhkJxAcBizF6PqCm77C2H/+zdi//8XUp3aQuH5j3NsMFbdpBsBisQhxX0GER+qlpZVYLKHFqfR6A3l5BXR1dUREvayskuzslSvqi0EIvECgEktN5I1Z2eRccRW9D/2ert/8L6v/7w9xf6nOLG5TVlZ5kKNjjBB3xZnb/S5FrTlw9NHHc9RRx63okXqsEAIvEKjIUhP5nKuuYXDzU0zt3M74O2+SeuJJcW2vtbURUKG4jRB3xThYnnpvb3eUwGdl5Sht4rJFCLxAoDJLSeR1CYnkXXMdnb+8j+77f0XKcSciaee/StehMNM9n5ubr1xxGyHuirFly9ts3fr+rO37zqkL4oMQeIFgCbCURD7rE5fR//hfcLY2M/Lyi2Sc+7G4tKOKe16Ie9xwOqdxOp2kp+9d3S01NS3ybxEopzxC4AWCJcJSEXmN0Uj+52+k7Yd30fO735B2+ploDIaYt6O4e16Ie8zZd049KyuHT3ziisj+oqJSNmw4Ytmt0na4IAReIFhCLBWRzzj3Avr/8jCu9jaGnn2a7MuuOPhJ80Bx97wQ95hxoDz1wcF+pqamSEwMpXMZDAZOPPEUFawUgMiDFwiWJEshT37s9Vdpuvnr6FJT2fTM82jN5phd2+fz8u67b9LW1sJRRx0XFWQVc4S4x4TJyQleffWl/RafESlt8UcUupkDIfCCwxG1RV6WZXZd9xmm63ZR+JX/JvfKa2LeRjAYRJaD8ct/F+K+YNxuFybT3k6d3+/jj3/8P3w+HyBEXQ2EwM+BEHjB4YraIm9/500av/4V9Kk2Nm7+J1pT7EbxcUeI+7zZN6Xt05/+LMnJe5daffvt15FlWQTKqYQQ+DlYiMA7ndN0dbWh1+sxmcyYTBbM5tD/NRpNnCydjSzL4iFa4agp8rIss+vaK5mur6Poq98g59OfUaTdRSPE/ZA50Jz6scd+hCOPPEYlywT7IgR+DhY6gnc6p2lsrMXr9URtNxpNJCQkUVJSEffSmuPjY/T2duzpYFiwWKyYzVYMBqNiwi/LMrIsK9qxEUSjpsjb336Dxm98NWaj+A8/3ILb7aK8vIrMzDgsGCLE/ZBoaKijoWHXfufUy8srqapaTXp6pgrWCeZC1KKPIRaLldWrN9HYWIPLtbeD4PV6yM7OU6RudkqKDUmSaGraRTAYjGzXarWYzVZSUmzk5hbGVewlSWJ4eIDBwT6s1gQSEhKxWhMxm62Kin5ovlZGG6fCK0sZNaPrU074KNZVq5mur2No81PkXLHwUbwsy9TW7mB62sHw8BAXXXRpDC1FiPsB2Ncb2NfXHSXuYVEXKW3LBzGCPwT8fh+NjbtwOCYj2yRJQ0ZGNrm5BVHrEseLqakJGht3EQj4I9uMRhNr1mxCr499jvJcDAz00tnZEvksSRIWS0jwU1LSSEmJr9jIskxXVysOxxRJSSkkJaWQkJCkuOD7/X40GgmNRvmOhlojefubr9P4ra+hT0tn09P/QGNa2G++v7+PzZv/CsBJJ50e2+h5Ie6zmOl+z8sr4Oijj4/s6+pq5z//+ZcIlDuMEC76OYhFkF0wGKC5uZ7x8VEKC8sYHOzF43EDkJ6eRU5OQdxzeaenHTQ01OD3+yLbzGYLeXlF2GwZijyc+4o8QHJyKuXlq9Dp4v8ilWWZlpZ6xsaGgVAnIyEhKUrw4+1VCAaDNDXtQqfTk5aWQXKyTVFPhhoiL8sytddcgbOpgZJb7iDr4k8u6DrhpWElSeKaa74Qu2dGiHuE/dV+T021cfnl10TeE+HtQtQPH4TAz0GsouhlWaa9vZnCwhK0Wh1jY8P09XXhdE4DobKMubmFJCQkLbqt/eFyOWloqEGj0ZKYmMTIyCCyLCsq9PuKvEajITs7n5ycAnS6+E9bBINBGhtrmZwcj9qenJxKSUmlIh4Vj8fDrl3b8Pt9aLVabLYMbLYMkpJSFBH7mSIfMJsJXPypuIv8yMsv0PKdWzEVFrHhr5uR9nxPv993SJ07WZZ5+OEHmJ52kJdXEDv3vBB3XC4Xra2N+13QJZzSdvzxH4np1GIwGBSxOQoiBH4OYpkmt2+vV5ZlxsfH6Ovrirjwk5JSyM0tJCkpJS5i6/G46e3tpLS0CrfbRV9fl+JCHxb55ORUnM5pfD4vOp2O3NwisrJy4/7QBwJ+6ut3RmqZA2Rm5lBQUKKIJwFgYsJOQ0NN1LbExGQqK9coYsNMkfcZDLg+djGmnPy4tSf7/Wz/5AV4B/qpvOd/sJ18GgBtbU0UFZUddKokLu55FcVd7eDT0dEhHI5JUlLSmJyc5Lnnno7ar0SeemtrAxqNhszMHKzW+YlPLBkeHiA1NU2xZ38ulPCICIGfA6Xy4Ccnx+nr62Jiwg6A1ZrI6tUb4/IC2LfnPJfQr169Ka4j6oGBXiRJIiMji4GBXvr6ugkE/BgMRlav3oTRaIxb2xCqhlZXt2NPQQ4LbrcTnU7HqlUbFVuZrLe3i56e9sjnNWs2xdWDsy/y+29j3BZarctvNBK85HKwpR3krIXT//hf6Pz5z0hYt4G1D/wJgIaGGkwmM8XFFQc8N+bueZ8P7fPPou3tBtQZuTc17WZy0o5eb8BoNJGXV0RiYnLc2gu73/v6ejniiKNobW0AQl60nTt3otXqKCurpKKiOq5z6mNjI7hc07jdLkZGBoHQ+y4zM4e0tMy4xsVMTo7jdDowmcwYjWaMRhPd3W0MDQ2QmZlDdnZe3Lx4Dsck09NTmM1WLJaEWe/X1tYG0tIySU5Ojfm9dzqnKSqaX9aJiKKPIeF54OnpKfr6Qi+dePXu972uyWSmtLSK3NxC+vq6IiPqeJKdnUcgEECj0ZKbW0hmZg59fd1MT09hiMPiJPui1xuorl5Pff1O1q07ksHBPuz2EcxmS9zbDpObW4DDMcnU1DiJiSnKLXm6B+nYExlzTGJrrEfn8SD//am4zslnXnAJPQ/+Pxy1O5mq2UHi+o3k5hZiNB44dW5m7fmcnLyYiLvuhb+h2SPugbwCAiq45fV6A4FAgNTUJPLzi+MiLPvLU7fZ9hagCQaDVFZWYjZbsNnSSU2NvcDMxG4fiQh7mOnpKdrbp+jsbCU9PWvPqD4h5m2PjQ0zONgXtU2r1REMBhgY6GFwsJe0tMy4xEXZ7SORdzuAwWDcI/ah/wKBAI2NtSQkJJGXVxRToR8fH523wIsRfBxRs0jNSmp7ZklNNb633++nq6uV0tIqRdud2b5++wfoP3gXiH/gXddvf0Xfnx7EdtoZVP743kM6Z2Cgj2eeiZF7fgnNuU9PTyFJmpgLyYGKz0DI/X7ssScwMTGKyWQmJSWN1NQ0EhOTFfn9u90uPB4XfX09TE7ao/aZzdY9qbQJpKVlxtxt7na7cDoduN2uyH/T0w6CwcCsY8NpxAkJSTG5L263C4djEqdzGpdrGqdzeladlJkkJIQ6frGYrvV43OTnZxz8wBkIgRcIYsBSCDZSKrreOzTIh5ech4TEpmefx5Bx8EIosiwzNDRAS0sTmzYdtXBBXELiHi9kWeYvf/kDk5MTUdv3XU99enoKrVanqMdqJh6Pm6am3VgsVqzWBKzWRCyWBMXTVr1eL7W1WyPZRaHKo6GqoyaTGbPZEtfsGr/fj8s1zfS0g+7utqh6JWESE5PIy1u80Is5+DkQAi9YKSgl8k23fIOx1/5N/udvIv+6G2J+/TlZhuIeHqlnZ+dGVYx7++3X2blz25IuPrNUymhPTU3i93sxmSwYjSbVOtp9fV309XVhMJgwGo0z/m/EaDRhMBgXXYFUCPwcCIEXrCSUEPmJLe9R/9UbMWRksmnz80jxTo9cRuI+V576unUb+ehHT4scMzExjsvlXHKiLtg/gUAg7t4LUapWIFjhKFHWNumoYzAVFuHu6sT+1hvYTjltv8dOTk6QkJC48JHVMhD3/RWfCTM4OBD1OTk5heTkFAUtFCyWpVhCW4zgBYJlSrxH8uFgO7RaCAbRmi2knXMeuZ++GlN+QajdPcVtZFnmyCOPZd26jfNrZBmIe11dDa+//u/9Fp8RS68KDhUxghcIBEB8R/L2d95i4K9/CX0IhKKXA85phv6+mZHnn6Pix/eSesJHGBjojxQjmreAHYbi7nROY7ePkpdXGNmWmZkTEXch6gIlESN4gWCZE+uRvLunm5qrLiXodu+/TZOJ9Y88ydaOVmpqPpx/cZvDSNz3TWkzmUxcc80NEZetLMts2/Y+eXmFYkEXwaIQI3iBQBBFrEfyfY8+TNDvP+AxQb+fvsf+TGtmOgC5ufnLStwPlKfudrvp7+8lPz80ipckiaOOOk4NMwUrHCHwAsEKIJYiP/ri83AQgcfvZ/j5fzB9aWjVubKyykO7+BIXd5/Pxz//uXm/xWdmprQJBGojBF4gWCHESuQDrkOb7gq6XUBoBFtaWn7wE5aguDud0xiNxsgKbHq9Ho9nb+WypZynLhAIgRcIVhCxEHmt2UJgzxLJB2xrT4nSQ3LPLyFx39f9fu65F1FSUhbZv2bNesbH7SJQTrDkEQIvEKwwFivyaeecx9DfNx/YTa/VMlpaAhyCe34JiPuB5tRbW5uiBD4my9wKBAogBF4gWIEsRuRzP301I88/d+BAO50O97HHIUkc2D2vsri3tbVQU/PhnMVnwiltFRXqLCIkECwWkSYnEKxgFppCZ3/nLZpv+2ZI5GcKvU6HRqej4sf3knL8iUxOTuy/IpsK4r7vokA7dmzlnXfeiHwWeeqCpYyoRT8HQuAFgv2zUJF393TT/9gjjLz4DwJOJ1qLhfRzzifniqsilez2i4LiPtP9bjZbOPvs8yP7pqYm2bz5cUpLK4SoC5Y8QuDnQAi8QHBglFqFDlBE3Pc3p67T6fjc525ErzdEti2VVdEEgoMhCt0IBIJ5E6sUOlmWeeedNygoKCIvr2D2AhxxFHev10NTU/2cgXKw1/3u9/ujBF6Iu2C5IgReIBAAsRH5gYF+du7cxs6d2zj55DNYs2b93p1xHrn7/X7eeOPVqG1hUS8rqxRlYgUrDiHwAoEgwmJFvrW1CQiNimemlsVS3MPu97a2Fs4++3yMRhMAFouV3Nx8JibGhagLBAiBFwgE+7BQkZdlOSLwUcVtYiDu+5tTb29vpbp6TeTz2Wefj8lkFqIuECAEXiAQzMFCRH7m0rCR4jaLEPcDFZ+BkPs9GAxGbTObLYf4DQWC5Y8QeIFAMCfzFfmZ7vnS0vJFj9xfffUluro6oraJPHWB4NCJqcD7fD6uu+46Hn744VheViAQqMShivws97zecMjiHh6pJyQkUVxcGtleVlZJV1eHEHWBYIHEVOBlWeaDDz6I5SUjdHd3c88997BlyxYATjnlFG655RZstjjl6gI+n3dPjqwGjSb0n3i5CFYahyLyM93z5cVlBxX3me73cJnYvLyCKIEvLS0nNdUmRF0gWCDzFvirr756v/viVTPHbrdzzTXX4PV6uf766wkEAjz44IM0Njby5JNPYjAYDn6RBRAalTQwOTketT0s9mazlcrKteh08Z3pcDqnkWV5RicjusMhXn6CeHMwkW9tbQRAD6xta0bT3xs6b4a4H2xOfXJyAr/fH3mejEYT2dm5inw/gWA5Mm9l2rFjB5/73OfmHDn7/X62bt0aE8Nm8tBDDzEwMMBzzz1HWVko9WbDhg187nOf49lnn+Wyyy6LeZsABoOR6ur1DA720tXVFunABINBgsEgNlsGGk38xVWj0dDa2oDDMTnn/rS0TMrKquMq9LIsRzo6+3Y0ZnY4ZhU2ESwbDiTy69ZtxGowUl6/C/0c4t7d3clzzz0965rC/S4QxI95C3xVVRXr1q3jjDPOmLXP4/Hws5/9LCaGzeSf//wnxxxzTETcAU444QRKSkr45z//GTeBh1DAUHZ2PklJqbS21uOcsQ52Z2cL3d3tpKamYbNlkJKSikYTe4EzmcysXr2Rvr4ueno6ZtmXkmIjGAzGVVwlSUKvN9Da2oDT6ZjzmKKiMrKz8+NmA4Q6V2NjI0gS+3gyZnYydHHz6qx09ifyyQmJHD3Qh2aPm96Rlo5hhls+KysHrVZLIBAQxWdiiCizKzgQ8xb4iy++eP8X0+n48pe/vBh7ZjExMUF3dzdnn332rH1r1qzhtddei2l7+8NisbJmzRH09LTT399DRkY2er2B0dFhRkeHGB0dQqPRxk3sJUkiL6+I5ORUWlsbcLtdwN5pBI1GQ0qKDZstk5QUW1zEPnQPNtHT00F/f3fUPr3egE6nj3KxxoPQ1IiZlpb6yD2YiVarpapqfdwF3ufzMjo6tGeKZG/nwmJJwGQyx7VttZkl8s8+QSAhEc3wIACdwHOjI3za4yZhj8AbDAZOOun0ZTenHggEkCQpaoU6JenoaCYzMwerdX41ymOJLMuRKUTB0mLeb+Irr7xyv/u0Wm3MBX5wMPTSyMrKmrUvIyMDh8PB1NQUiYnx/4FrNBoKC8tITrbhcEySl1dEfn4xTuc0Y2PDs8TeZkuntLQqpi+zhIQk1q49kq6uVoaG+iksLCMQ8DM2NszY2AhjYyN7xD6NsrLqmD90oXtQSkqKjdbWBrxeDxASvNbWhohHoaxsVdw8ClZr4p570MbQUF/UPoPBpIjA6vUGLJaEqHug0+lZv/7ouLc9E5fLycjIIBqNhqysXHQ6ZdZRDx51HC6fF/P2rUguJzpXaDGnTuA5wA90dLSxdu2GyDmrVq2Niy1utwuj0aRKp8Hn89LSUk9ZWbXiOfjT01O43S52795Ofn4xOTkFit0Dp9OBLMtYLAkANDbWUlxcjtlsjXvbLpeTQMCP1ZoY9X0DgUDcA6Hdbhc+n5eEhCTFf2+h90yMF5v58Y9/zFe/+lUSEhIWateimJ4OucTN5tkvbaPRCIDT6VRE4MMkJ6eSlJQChEbWVmsCVmvCLLH3+bxx+RFotVpKSiojrvm0tPyotsfGhvF63XHtUSclpbBu3VF0dDQzOjpEdfV6HI5JxsaGcblcce/Nh+5BBampNlpbG/H7fQD4/b64Bz2GCd+Dzs4WRkYG0el0iscgmM0WEhOT6enpIDs7T5E2ZVnmhRf+Rk9HG1cBKXu2+4GtJjNrqlZRVhaaU1eC9vZQel5paVWkbK1StLY2MD09xa5d2ygsLCMzUznvRHd3eyQupru7nfHxMcrKqhW5B729XYyNDWM0mklLS8fjcVNb+yGFhaVkZeXG9R4MDPQwNNSPwWAkLS0Dmy0DqzWRQMBPQ0MdZWXVcevkDw3109/fjV5viLS9r9j7fF50On3M78HIyCB5eenzOuegb8JHH32U5557jq997Wt86lOfUrzXsm+lqrlQwzU0133YV+wDgUBcbUhNjf5jWyxWLBYr+fnF+P3+uLYNoSmZ8vJVpKTY0Ol05OUVkZdXhN/vV+x3kpKSxvr1R9HW1sTU1ATr1x+t6G9Up9NRVlZNSopNNVdtSoqNpKSUuLXtdE6j0WgiL01JkjBqtVzAXnGH0Mvk4xoNvtXr47fU7D7IskxhYSnBYBC/36eowIfd8xB6T3V0NDM+PkppaVXUanXxwmJJYGLCHvk8NTVBbe1WiosrSEvLjOtzkJGRhSRJ2O2j9PXtna7r7GxhfHyM0tKquE2T2WwZBINB7PYR+vt76O/vwWAwYrNl4HBMUlu7jeLictLTs2J+D1JT0/D7/djtwwwM9DIw0DtL7KenHfT391BWVoXBYIxZ2+FB5Xw46HrwbW1t3H333bz55ptUVVVx2223ceyxxy7UxnnT0NDARRddxJ133slVV10Vte8nP/kJf/zjH9m+fTsWy/7dY2I9+OWPLMsMDw+QlpaBVqtOgcblFPC0b0rbccd9hCOOOCa00+fDv/lxLCNDQMgt70hIZI1jClBgPfklQmjuOUgwKBMMBvf8O4hGo4l7R8PtdtHcXLenVkcwktkTJi0tg+LiirhP2QSDAVpaGrDbR6K263R6SkoqsdnmN+KcX9tBJibsjI0NY7ePzBpQ2WzpFBdXoo/RaoX7tj01Nc7o6Ah2+3BkQKXXG0hMTGZsbBidTrfnHmTErN35rgd/UIEP89prr3H33XfT1dXFmWeeyc0330xeXvxdgpOTkxx99NHceOON/Pd//3fUvq9//eu8+eabBy2uIwReIDg4cxWfCZOenslll101q/xseM79hJNOZ73bhW7LO8DKEfmlhizLEbHXaKS4d3YnJ8f3pBDv7WTM7Oykp2dTVFQW96mrQCDA7t0f4nJFv+f1egNlZVUkJ8fvd7g/sQ+TkRG+B4v/W8RN4CGU5/6nP/2J3/72t/h8Pj772c9yww03HHD0HAtOP/10SkpK+P3vfx+1/ZxzziEnJ4c//vGPBzxfCLxAsH96e7v44IP3Zok6hPLUy8v3pLSlZUSJ+1hCIo86pghIEtdc8wUsFiuare8JkRdECP+e4u3ZGh4eYHR0OKqjEf63LMtkZuaQm1sYdztCsQjbCASiRd5oNFFWVk1iYvKirj9fgZ9Xl0Kn03HddddxySWXcN999/HAAw/wzDPP8I1vfOOA6XOL5ayzzuLhhx+mtbU1kgv/zjvv0N7eznXXXRe3dgWC5Ugg4I8aTQQCgajKcnPmqc+xcMyzY6P4gbwZS8Mudj15wfJCqSmrjIxsMjKyFWlrf8iyzOjoEKmpabM6GaEYjRZycvLjHh8xk3mN4MO0t7dTU1PDU089xQcffIAkSaxbt4477riD9evXx9zIsbExzj//fLRaLddeey0ej4ff//73FBYW8te//vWgwRxiBC9Y6cx0v7vdLi6//JrIvkAgwFNPPUpeXsHcxWfmEPeeTcfwzHNPAXDSSadHpcMBYiQvEMSBmLvoh4eHqampoaamhtraWnbt2sXUVCiYRpIkysrKWL9+PVu2bKG3t5fPfe5zfPOb34x5DyUc7Ld161ZMJhMnn3wy3/72tw9psRkh8IKVyIFqv19++dWHFgC1nyVf33r/LWpqtiPNcM/vixB5gSC2xNxF/9GPfhRJkpBlmeTkZDZt2sSGDRvYtGkT69evx2oNPdh+v58HH3yQX/7yl0iSxDe/+c2FfYP9UFpaygMPPBDTawoEy41AwE99/a79LugSnlM/pOjq/Yi7rNPhcIRK0ubk5M0p7iDc9QKB2hx0BP+d73yHI444gg0bNlBSUnLQC953331s3ryZt956K2ZGLhYxghesFILBIH/60++ioolnBsodcpnY/Yg7en0kHXBqahKPx016euYBLyVG8gJBbIj5CP773//+vC5YXV3NyMjIwQ8UCAQLZqb7/YQTTiIzMxRgpNFoKCuroL29df6iHuYA4j6TxMQkEhOTDno5MZIXCNRhQUF2B2JiYoK33nqLj33sY7G87KIQI3jBcmB/c+obNx7FCSecFPm8qFKZhyjuC0GM5AWCxRHXPPjDFSHwgsOVAwXKQcj9vm7dxr1V5hbDIYj72Ngoo6MjFBeXLKgcqxB5gWDhxDUPXiAQKMv27VvZuXNb1LYFzakfjEMcudfV1VBTsx29Xs8119ww73rjwl0vECiHEHiBYAkQHqnLMqxbtzGyvaysgp07t8VH1MMcorjLskxrazMQWmxkoYuJCJEXCJRBCLxAoBJzud8tFitr126ICHhWVg6f+MQVZGZmx6f61Tzm3AcG+pmeDqXHlZdXLapZIfICQfwRAi8QKMjB5tTD6WdJScmRz3FbV32eAXWtrY0Rm0pLyxfdvBB5gSC+CIEXCBRiYmKcv/zlD7O2z1n7Pd7MU9xnuucPVNxmvgiRFwjihxB4gSAOOJ3TtLe3Ul29JrJUZlJSMikpqYyP29UR9TALSIUbGOiLmXt+X4TICwTxQQi8QBAj5nK/JyUlU1BQBIRc2yeeeAoGg1F5UQ+zwDz31tYmIHbu+X0RIi8QxB4h8ALBIjjYnHpXV0dE4AGKig5e7jluLFDc4+We3xch8gJBbBECLxAskNdee4X6+lr2rRW1r/t9SbCICnXBYJAjjzyWlpZGKiqq42qmEHmBIHaISnYCwSHgdE7j9/sj0e0AW7e+z5YtbwN7Rb28PA556osljuVn44WoeCcQzEaUqp0DIfCChTDT/d7f30tFRTVnnHFuZP/EhJ3a2p1LU9TDHIbiHkaIvEAQjRD4ORACLzhUDjSnbjAY+Oxnb0SnO0xmtg5jcQ8jRF4g2IuoRS8QLICRkSHeeuu1/S7oEp5TD6e8LXliJO7vvvsGo6OjVFRUUVW1Oh6WHhAxJy8QLBwh8IIVidfrjaqlbjSaosR9Sc+pH4wYibssyzQ1NTA97SAQ8Ksi8CBEXiBYKELgF4Asy/j9frxeN16vh+RkGxqNRm2zBAdhpvt9eHiQz372RvR7RC8xMYnS0nISEpIOT1EPE0O3/Mza82VllTE1c74IkRcI5o8Q+IPgcEwyMWHH4wmJucfjwet1EwwGAcjJKSA1NV1Rm2RZxufz4XY7cbuduFwu9Ho9ubmFitqxL36/D7/fj8lkVtWOmRxoTr2zsy2qKts551yotHmxJcZz7vEubjNfhMgLBPNDCPxBsFoT8XjcjIwM4XbPDtRzOCbo6GjBYrFisVgxm60xn6eVZRm7fZSxsWHcbhdut5NAIBB1zJo1m5BlWbFRp9/vx+l0MD09hcMxxfT0FB6PmzVrNgHKC7zf79vTEfOQm1vA7t01NDc37HdOvby8EptN2Y5ZXImxuIeK24QEPjc3P27FbebLUhR5j8eNwWA8PD0+gmWNEPiDIEkSaWmZ2GwZjI4O09vbGRH68MpfU1OTUecYjSYsFisJCcnk5hbExIbU1DQ0Gom+vu5Z4g6we/d2tFodJpMZk8mMxWKN+YhelmUGB/sYHOzF7XbN2q/T6RgZGWRyclwRb4LL5WR8fBS7fZSpqQkAsrLyAGaJezzXU5dlmfHxMdxuFzk5+TG77iETh2j5peSe35e5RH7izPOw5C3+WZsvgYCfoaE+9Hoj2dl5irbt83nRanVoNBrs9hFSUtIU62T4fF4kSaNKRonP5wWkyPSakvj9PoLBIAaDUYW2/fM+Rwj8ISJJEunpmaSlZTA6OkRvbyeBgJ8NG47F7XbidE7jdDpwOqdxuaax20fx+/0xEfhw+ykpaaSkpOFwTNLX143dPgKAwWDEYrHidrtwOqeZnp7C5Yq9wEuSRHZ2HomJyQwN9TEyMkQwuLez4ff7GRzsw2AwxlXgA4EAvb2d9PR0MDo6it1uJz09nbS0NIaH+ykuLqe8vJKJifG4B8pNTU3Q1dWGwzGJRqMhKytX2XiMOKXCzcc973ROMzjYS0mJch2BfUXe8vyzBD9+BZo05bwysizT0FCD0zmNLMtYrYkkJiYp1nZrawNut4uionIGB/uYnBynsLBMEZHv7GxhYmKcvLxCMjNDv3m/30cgEMBoNMW17Z6eTkZGBsjKyiMnp0BRoe/v76a/v4f09GxycwsUnY4cGuonJyd1XucIgZ8nIaHPIi0tk9HRIfx+P1ZrIlZrdH6iz+ddUI/rUEhISKKycg0ul5P+/h4mJsaorFyLJEnIssz0tCOuImO1JlBSUklhYRmjo0MMDYVWGktKSqGoqDxK9GPNvsVnwmUcdDo9aWlpZGeHRtCrVq1jzZoNcX3Zeb0eHI4pEhOTMZnMyHIQWQ4CCgn8PuIeyCsgEANxn697XpJgZGSQ4uIKRd3UwaOOY3LaQdLuGgw+H/5nnyD48csVc9f7/T68Xm8kHqelpY61a49Arzcc5MzYYLFYmZwcp6lpF5IkMTFhR683xN17JssyFksC4+NjdHa2MjDQS35+MVZrIo2NtaxatSGuIm+1JmC36+jv72ZwsHeW0MdzysRiScBoNDE83M/wcD82Wwa5uYVYrQkxb2tfzGbLvM8RhW6WASGhcbBr1w56erpITEyisLCE9es3KfbCnZ6eYnh4gPz8kpi77ZxOJ21tTbNEPYzVmkBlZTXr1x+B0zlNRkZWTNtfksSxiM3Y2ChPPPFngsEgJ510OmvXbjjoOQMDvWRmZqPRKFsnQJZlfG+9RkLtdgCCFit+BebkZVmmr6+LwcG+PS7jEElJKVRXr1fsuXM6HdTV7SQQ2DuYKCmpJDMz/msg+Hy+Pfcg9EwaDEa8Xg9GoynuIh8MBhke7qe3twufz7vHexYS+qGhPgIBPwUFpXH5O4Riokbo6+uKTGOlpNjIzS0kMXFvKWufzxvzzp6oZDcHy13g/X4fzz//d3w+DxUVqxgaGqCpqZ5Vq9Zy9NHHk5CQqGgAXqypr9/Ff/7zctS2wzpPfbEoUKHO7XbR3t5KUVEpFsvBRw7h14hafwfNB++i++DdkC0KVryTZZmpqQnGxoYZHR3G7/eRm1tIQUH8Vw0MBAK0tNQxPj42a19l5RrFsns8Hjc9PR2MjAxGtikh8jC30BuNZlyuaTIzc+LqVZJlmYkJO319XZEYoMTEJHJzC0lOttHQULPn3/Nzqx8IIfBzsNwF/sMPt/Dhh1s477yLyc0Nuajr63fx3ntvsmrVOo477iOHhcCH3e8TExOceOLJke1ut4uHHvp/mM2WqFXalvr3iQvLoPxsvFC7rK0sy0xOjjM2Nkx6elbUaC6ebXo8LiYnxyP/+Xw+JElDdfU6kpJS4m6Dx+Omra2RycnxqO1KiTzMFvowaWmZlJZWxT0uZmpqgr6+bsbHR4GQKz80TeujrKyatLTMmLQjBH4OlqvAh0X73/9+kbGxUS699MrINr/fx6uvvkxvbzdXXXWdKhGnh8JceeqSJHHNNTdEjRzHxkZJTbWtTFEPI8T9oKgt8mHU6lDLsozL5WRychyn00F+fnHcI74DgQDT01NMT+9Nm/V4Qlk2Soq8x+OmpaUehyM6qyklxUZFxWpFpo+cTgd9fd2Mjg5FbS8qKovEBy0GUYt+BSFJEoFAAK/Xi1arJRAIoNVqkWUZnU5PSUk5bW3NtLY2UV29ZsmM4g9UfAZCwUMTE+NRAm+zpSlp4tJjkeLu7umm79GHGX3xeQIuJ1qzhbRzziP301djyt+b6dHf30dycsohueWXIkslT16t50ySpEhNDqXQarUkJaVEeQv8fl9E8AcH+8jLK4r7Og5+v4+0tAzMZgsu1zROp5NgMMD4+BiNjbuorFyDVhtfybNYEsjLK8ThmMTjcUe2d3a24vV6KSgoUfS3IUbwhzFhwf7Xv/7J2NgYZ555HjZbGsFgEI1Gw8TEOC+//E+MRiMXXvjJJSHwfr+fP/zh/lkZBjMXdFmx7vf9sUhxt7/zFs23fZOg3w8z77tOh0ano+LH95J6Qmga5+GHH8DpnGb9+iOipkkON5bKSF6gHrIs4/V69qQvO9FqQ4F48Xy3yLLM2NgwDsfUnkqjrqiaIenpWZSUVC54ykCM4Jcpc4lzeFteXiFtbS2Mj9ux2fYWu0hISCQjI4uOjlb8fr/iRSnCI/WSkvJIGolOp6OgoIj29lYh6odCDEbuzbd9k6DbPXun30/Q76f5tm+y/pEnsWu1kajg5OT4zx/Hk6UykheohyRJGI0mjEYTqbGLcztom2lpmVFz7sFgEI/HHSkrPj4+plgVTSHwSxhZlpFlGY1GM6f4hXuBZWUVvP76KwwM9FFcXIpGo0GWZbRaLVZrqHTu2NgomZnxTx+bK089EAiyYcMRkWOOPPI4Nm06euVFv8+XGMy59z36cGjkfgCCfj/9jz1C7/HHAeHiNhULt3uJIEResBTQaDSYzRbMZotiHY0wQuBjRKzc3/uKevianZ1tDA8Pc9RRx8463mg0UVBQRFdXB+XllWRmZhMMBiMC7/f7MJvjV3Fpf8VnwvT1dUcJvBIdjcOeGAXUjb74fLRbfi78fkZe/AetmaE4h5ycvCVTe36xCJEXrGSEwC8SWZbp7++NpKctlPC8+UxR7+hoo76+lu7uTkCisrIar9cTFRUb7lisXbuRN998lZqa7ZxxxrlotVp8Pi/d3V0YDMa4ldDcuvU9Pvjg3TmLz8x0vwvmQQyj5QOuQ4s9CTidEfd8efnSqj2/WITIC1YqQuAXyX/+8zJ2+yjnnHPhosoVht3tM0VdkjTk5xdw6qlnU1Q0d7pL+LyCgiLWrdvIO++8QTAYpLS0grGxYQYG+jjppNMXbNdMQnXup8nI2Du/ZLOlRcRdzKnHgBinwmnNFgLO6YMeJxtDv63l4p7fFyHygpWIiKJfIOGRs8MxhU6nx2RaeJ5nIBBg27b32br1PYxGI7m5+ZSXV0eJ+tTUJI2NdTgcDk455Yz9Xqu2djsdHW2MjY2g1xvYsOFIqqvXLDhFZd+UtoyMTC699KrIfr/fx/vvv0NZWYWYU18scchzb/vpjxj6++YDu+l1OuxV1bQfeQS5uflcfPFlC25vqSOi6wWHM6LQzRws9TS5YDBIZ2cbXq+XkpKyKFFvaNhNU1M9k5MTpKbaWL16HWvWrJ+VzzkzBsDn8xEI+Be80tHB8tSvvPJakpNTFnRtwX6IUxEbd083NVddOncU/R4ko5Ha887Dm5jISSedxtq1GxfV5lJHiLzgcEUI/BwoKfCBgJ++vl4yMrIwmUxRQXOHQnik3thYx8TEODZbGmVllZSUlJOSkjqvVLdw2zPn9Q+EwzHFK6+8sN8FXYT7PU7EuUJdJA/e64U9K58BkTz4zJvvoJ4g3d2dXHXVtcsmwO5ACJEXHI4IgZ+DWAv8gSLmt2x5m927a7j66i/MSm/bN0Au2kYfb775Kg0Nu0lLy6C0tHxBoj4fnE4nZrM5YmMgEOChh/4Pj8cDCFFXBIXKz7p7umm8+eu4WpsB0FqtpJ9zPjlXXBWpZKdGrQQ1ESIvONwQhW4UIFTr3c/EhJ20tIwowe/t7aGsrDIy5+12u9i1ayc7dmyjsrKaY4/9CEbjbJHXarWsXr2OtWs3YrOlxVHUo93vn/rU1aSlpUdsWLNmA36/X4i6EihYW96UX4AxOwdXazOVd9+H7dTZgZcrSdxBBN4Jlj8r64mOEYGAn3/84xns9lGuuup69Hp9aF1qn4/x8TFWrVobOXZ83M7/b+9Ng+O8zgPd5/t6RS9AY9/3feUiipRseZdtWZbNyEuczK3E9tzJvZqKZ6rimZqamu2Xq1L5MTO3Jq6Jb1WS8aSSmziyJdmyHMd2bFmWrZWiRIIg9n1poIFGN7rRe3/f/dHoJkCAJACizwcC56lyyejtHPbyPee85z3v0XWdnp5+QqEgkcjmnoJXVZWqqpq89Pdua+oTE6M5wQM88shjeemD5DYMODgmvpD57G1193/oxUlBSl5ykpGCPyCZCnFmBgbO8fLLP+Xdd9/m4YcfRVEUlpYWAAWP51a5orKyckpKylAUhZdeeo5AYJ1iQReP0dGbDA1d3zNRLht+b25uFdIXyTYMkLuuacSWFgCwb9Vs0HWdH//4B9TU1NHa2oHLdbDw30lBSl5yUpGCPyQNDc10d/dx7dpVamrqqK2tJxwOoevajpm42Xzrol1UVMzKipfa2rq8HOF4e26A17u4Q+5yTf0YYNCRr8lVH3o8jrm4GJMzk0Tn9S4xNTXB1NQEJpOZvr4zee3DcUZKXnISkYI/IFkpms1mLlx4hJGRm9y4cY3q6lpmZ6epqanPHduaJVulrr6+iZGRIUKhEKWlRyP47eH3yspqHn30A7n7Wls7mJqakFI/Lhh4nnt8ZRkA27aqghMTo0C2uE1b3vtw3JGSl5w0pOAPia7rW4VkznPt2jsMDr5LMpmktLQMk8mUkzrcqjZXV9fA0NA1kskEwK6BwH6505p6KLTBI488lpN4TU0dv//7fyClfhwwUO4AybVVAKyl5UDm+5sVfE1N3anYGrcfpOQlJwkp+Pukra0Lv3+NV199GYfDyblzFwD23Pdut9sxmcy88srP2dwMcfHi++ntHdhXO7FYlPHxkTsWn3E6XTQ3t5FKpbBsSUOK/ZhgsNwBEqsZwVtKMwfKeL1Ludrzra0nq/b8/SIlLzkpSMEfkqw83W43585dYHJynFgsescEuo2NIG+88Wt8vmXa2ztpaWmnurp23+0FgwFeeeXnO25zOl20tWXC77JM7DHlGMgdIOnPCj6zY0KG5++OlLzkJCAFf59omkZJSRmNjc2EQhsUFDj2fFxBgYOLFx+lqOjJu75eNvw+Pz/HJz/5VE7aFRVVuFxudF2ntbWDtjYp9WPPMZE7QHJtDQDL1uFAMjx/b6TkJQ86UvD3STYUn06nKCwsxGQy7VnpzmKxUFSU2T6nadqO8rF3WlP3ehdzs3xFUXj66d/B5XJJqT8IHCO5wy3BW0vLZHj+AEjJSx5kpOCPgNVVH7Oz0zzxxGeAe699q6p6zwNdnE4XkcjO8rpu9+ncp/zAcczkDpAKhwAwFRYyOZkpVyvD8/tDSl7yoCIFf5/Mzk5z5cobVFfXUVFRte/nvfDCswQC/h23Zfepy/D7A8wxlDtAemvGbna6uHTmLNXVtfj9qzI8v0+k5CUPIlLwhyQWi7C6usLbb79GOq3xgQ98dM/19+xMvby8isrKWwOA1tZ2rlx540ikHo1G8Pm8VFRUYbfvnQOQb3RdJxDwE49HqaoyphRqKpVEUdRDbT08Eo6p3AHS4YzgTU4nZrOFlpY2OXs/IFLykgcNKfh9ous6oVCQQGCN9fU1YrEoALW1NTQ0tKJpKVZWloDMlraFhXkWFuZZWfEC0NPTv0PwPT39NDY2H1rq6XQav9+Hz7dEKLSB3V5ARUU14fAGqVSSTMlcMReeUCjI3NwUoVCQ+voWQqEgbneRkLazRKMRRkYG6ek5Y4jgY+Egzn/6KerC8ZM7QHpzEwCT05W3Nu52ymK+icdjJBLxvH/v9pT8Z78AW8mLIv/9mpZGUVRD3vN0Oo2iKPs+BvuktK1pGrquYTKJV6e2/ajnfSIFvw82NgJMT48Rje595OzMzPjWQTMB1tfXCW/NlrazsuLdcQFwuwtxuwsP1A9d1wmHQ/h8S6yt+dC0dO6+WCzKe++9mfu7oMCZd8FHImHm5qYJBNZyt83NTWKxWDl//tG8tr2dYNDP2NgQ6XSawcErnD17CVUVKPlkEvWHz2PyZ5ZcRMs9EgkTDAZwOJw4na4d5ZEh873JhujD6STFe73IfRCNRlhdXUbTNBobxZ5tkEgkmJoaIZ1OY7c7hAwsb5e8+vx30J7+EjMbfpqa2vPePmQ+0/Hxm4BCa2uX8EHt9PQYsViE1tZu7PYCoW3Pz08RCPhpbu6gsNAjtO3FxVlWVpZobGylpKRc6OBqZWWRysqDfb+l4PdBYaGH/v4LbG6GtmbwfiKRWxJXVTPXr7+z63kOh4O2tq4jKROr6zqrqyv4fEtsboZ2jeZUVaW0tAKz2YLZbNnzxLqjIh6PMT8/zerq8q77rFYbVVW1wmYzy8sLTE+Pb7tFIZ3WxAk+mYQXv4drS+6RsnJMT3wWRfDMfXZ2AlVVOXPm4q779EQCPZUCs5m/ffZvKCsr5yMf+QTl5ZX33W4kssno6CDxeAy73SFU8LFYlPX11VwuSzS6iaa1CZnZaRceIZ5OY7vyBuZ4jORzf8tGezvhsiohh/ZomkY6nWZjI8DQ0FU6Ovqw2ewEAv68D+x1XQcgHA5x/foVmpraKCurFPJ7z15XYrEoN2++R0VFDfX1zcKOOlZVE6lUivHxmxQWLtHY2CYsj+Uw1zQp+H2iKAouVyGqakLXVTo6egkE/Fuz11tvfL4S5RRFoby8kvLySnRdJxLZJBze2PpfiFgsQklJed5/3JqmsbER2FoSqCGZTOz4XyIRx+l05/3Hrus6MzPjLC8vYrFYsVpt2Gw2rFYbkUg4tyUxr2TX3L2LAETLK1A/+wUUqzX/bW/DYsm0V1lZu+chRtpWaWR9a5a3traK84hC9Q6Hk/LyKubnp9H1g4cQ7wdFUVhb8+X+TqVSbGys4/GUimn/0vuJo2O78iaWRIL+0VGmXG6c5x/N+/ffZDLR2dnP7Owky8sLDA6+Q1tbN+PjN+ns7D9wdPAgKEomalBUVML09CiTkyMEg36amjowm83E4zGsVlte3gNFUWhoyMyeJydHWVlZJBBYo7m5XcjnXlNTT0lJGbOzE6yvrzE4eIWqqlpqaxvzHravqKi+94NuQ9Gzw7ETTDKZJhDYO7y+H7ZvaVtaWsBisfCVrzyTGzXqus7Vq29RU1NnWPZ7KpUkkUgYmhWt6zqaliad1rDmWXKpVJJ0Oo3FYjVkLe72hLp0bT3pJ3/LkDV3Xdd5553XOHPm4V3heYBkMMCVT36YtM3Ge1/6ErW19Vy+/MUjbX9o6F3i8ZjQpRnIDDhnZiZYWckMssrKKmlt7RLSdiqVzMzkhodoWsy0H7dYCH/yKdwNzUL6ALCyssT09FhuZm23F9DX95CQsH08HmN8/Cbh8AZWq422tm6CwXVUVaWmpiGvbWuaxuLiLIuLs+i6TmlpBY2NbblS3alUKq8z+0BgjenpceLxGBaLVUjYvrz8YNEhKfg7cLvUb3+bnnzyt2hqajnKbkoeFI5htvzq6jJlZXuH3BNrq7zz6cdJ2u1c/+3f5oMf/NiRHw0bi0UZHr7G2bOXjvR198vq6jJTU6MoisL58+8TNuhLpZIsLs5heedNGrckn7Ba4XO/CyViIgnpdJqZmXF8Pm/utqqqWhobxeyS0HWdxcVZ5uengUxEKZlM0N19RsgaeSSyydTUCOFwCLPZQmNjG6Wl5dy8+S4dHf15lbymaSwtzbGwMIuuaxQWemhqaqOgwJm7/yi/i1Lwe3AQwafTKX74w+dZXJzfJXVZ+11yHOUOd89gjy97uXr5CRIOBze++EW+/OX/Ky+RnrU1H6Vbp9UZQSQSZnR0iIaGFkpKyoS2HY/HiP3yZ5SPZ0oAp+0FpJ/+kpAtdD6fl4WFWeLx6I7bRQk2SygUZHR0kFQqBYDZbKG//6E9l42OGl3XWV5eYG5uCk3TKCoqJhhcp6iomM7O/rxfq2OxaC5sryhKLmwfDAZIJhNUVtYcSTsHFfypX4OPRDaxWq250KbJZCaZTObkLqUuyXFM5Q53r56oJZMA6Kqa19rzRsodwOFw0dd3nmBwXXjbNpsd2yeeIup+hYKrb2OKRVEF7ZMvL6+irKySYHCd5eXF3K6WyckR+vsvCAnVp1IpFhdnc3LP3JZkbGyI7u4zeY+oZKRah8dTytTUWO47EAyuMzMznvfdDXZ7AR0dfbmw/dLSPKurK7jdRfj9PiwWCyUl4n8fp1Lwt5eJ/cQnPk1bW2fu/t7eAaqqamRFOcktjrHc74XPm6nPoCvKia89bzabDR1omB79ICmLVXgxHEXJ1L3weEqIx2OsrCyysuJldnaS5ub8b90zm820tnYTCKyxtrZCMLi+ta13g7m5SWHLBYqi7ArJLy8vYrc7qKra/+mdh8XjKWVgoDgXtvf7M0mgmeRHs5jk322cGsHfrfb7xMToDsF3d/eJ7p7kOPMAyx1gdm4q80OXteeFYHTFO5vNTn19C7W1Tfj9PhKJRN6TXiEj+bKySsrKKkmlkvj9q/j9PrzeBVyuQkpLK/LeB0VR8XhK0HWdYHA9VytkZmYcm81OcXH+8yJUVaW8vIqNjQAbGwEgs4QwOnqDnp4zOJ3izhQ5FYIPBPx8+9v/767bs1va2ts793iWRMIDL3cAsyWzBmpWVVl7XhBGSx4yorlT4mW+MZstVFRUU1FRTTKZ2JLt0Sac7YXVaqW8vIry8io0TSMUChIM+llf9zM+fpPe3rM4HPmr5phlczOE1ZrZtptIxIFM5cHh4ev09p4TVhzoVAg+ubUGCbekfhTFZyQnnBMgd4BzD13kKlBgEbs//7RzHCR/HLBYrIYMNFRVpaiomKKiYhoaWonFokSjEQoKnHm/7hcXl1FcnEn0jMWiudn8xkaA4eFr9PScExNVyXsLxwBVNTEwcF5KXbJ/TojcAZRsktXJ3zBz7JCSPz7Y7QXCy+pub7eiohpd14nFolvFgPIveAMqhIintLSMxx77MNXVNVLukntzguQOQLbCVjp998dJ8oJ24RFSF98HkJM86/57PEtyElEUhYICR14rDW7nVAheItk3J0juPt8yb775awLZRB8peMOQkpcYgRS8RJLlBMkdYGRkiLfffoPnf/BdALRU8h7PkOQTKXmJaKTgJRI4cXLXdZ2JiTEAKusbAdCi0V3VGSVikZKXiEQKXiI5YXIH8HoX2dw6A76toxvFZgNdR4vHDO6ZREpeIgopeMnp5gTKHTLFmyCT1NPS0obJ4QBAi0Tv9jSJIKTkJSKQgpecXk6o3LeH56ura3E4nJgKMoJPRzaN7JpkG1LyknwjBS85nZxQuQN4vUu3wvNbJZhzgo8e7NhkSX6RkpfkEyl4yenjBMsddofnAVRHpsCHFpGCP25IyUvyhRS85HRxwuWeCc9nBJ8NzwOYnJn626lwyLC+Se6MlLwkH0jBS04PJ1zuWR5//FP09Z2hp6c/d5ulyANAKhg0qFeSeyElLzlqTkUteonktMhdURRqa+upra3fcbu5OHMOdSoQMKBXkv0ia9dLjhI5g5ecfE6J3O9GdgafDK4b2xHJPZEzeclRIQUvOdmcIrknk8k7Vqoze7Zm8OtS8A8CUvKSo0AKXnJyOUVyB3jjjV/z13/9F7z22q92id6cm8EHxHdMciik5CX3ixS85GRyyuSezZ4PhTZYWfHuOhbZ4vEAcg3+QUNKXnI/SMFLTh6nTO6ws7hNa2vHrvvNW4JPSjk8cEjJSw6LFPwJwuiTwlIGH0eq6/qplDvsXdxmO9byCgASvhXDvyeSgyMlLzkMUvD3SSSyydTU2K6LZjKZICqoLKiu6ywszBCLRXN/xwWfGpZKJbl58xq6rpNKpYS2DZn3e3l+2jC5p9PpvLdxJ7YXt6mpqcsVt9mOyeVGLShAi0ZJb83084GR74MRiBws7Sl5/5qw9rej67phA0Wj29Y0zbC2D4rcB39I4vEY8/PTrK4u4/GUEgz6CYdDbG6G2dwMkUwmcLuL6Ok5m9d+xGJRJiaGCYc3cDhceL3z+P2rWK02+vsfymvbWVKpFMPD14hEwoyODhKLRenvv4Cqihs/Ls1NUv7ar1G3CrmIlLuu64yN3cDlKsTjKcXlcue9zSyapjE7O50Lzzc2tpBMJrHc9u9WFAVreQWx2RkSK8uYj7CPm5shfL5lPJ4S1tfXaG5uP7LXvheJRIK5uUmqqmpxOt3our4r/yBfaFqayclRPJ4SysoqxbR52z559fnvoD39JSgpFdI+ZL7vMzPjpFIpWlo6hf7OAebnpwmHN2hr68ZisQpt2+udZ21thdbWbgq2zncQhc/npaKi8EDPkTP4A5JMJpiZGee9995kdXUZgEBgjZGRQRYWZggE1lAUheLiUoqL8/ej03Udn8/L9etXCIc3ABgdHWRlZQlFUXC7C4WMNNPpFCMj13KCCQT8WCxWoeH6WHiD0l//iqItuccrq0g+8VlhYflEIk4wuM7CwgwzM+MsLy8KaRdAVVXefffN3N+xWAiTae+ftbUiI6HEysqRtJ1MJpmfn2Zuborl5QVGRq6TSiWO5LX3SywWYXV1mampMdLpNIuLs8LaTiQSBAJ+JidHCQssAaxdeITEQ5cAMMdjqM9/R+hMXtc1NjfDrK2tMDx8TehvXdd1otEIGxsBBgffyV37RBGLxdjcDDM4eIWVlSWhkYREIn7g58gZ/D5Jp1MsLc2ztDSPpu0OQ9bWNuJyuXE63XkfVSaTSaamRllfX91xu91eQHNzB253kZBZTDqdZmTk+q6LW2GhB7NZ0Jp3Mon6w+cpDGX6sO52M93WTks6SQFiRvfbf3jxeCyvA7vb0XUdvz+zFut2uykuLkNVTXs+1lqxtQ6/snwkbVssFtLpNMFtxXNEhy8LCz2UllawtrbC0NC7pNMpamsbhbRttxfQ1tbNyMh1RkcH6es7D2TeA7u9IL+NX3o/cXRsV97EHI+REjiTV1UT3d1nmJgYxu/3cePGVTo7+/P/byYTiWpv72FpaY65uSmGht6lsbGNiopqIde85uZ2ioo8TE6OMjU1SiDgp7m5Y1fELB/U1TUd+DlyBr9PwuEQJpOZysoaysoqKSoqxuFw5kSmaWk8ntK8yz0Q8HP9+tu75A4ZuUQim8LkPjo6SCh0awRttxdQVlYpbgafTKL88DlcW7OXYJGH2CeeomfgAgUFu9eh80VW8Kqq0tHRh9VqE9Z2OBzGZMoIvbi4+K6Di+2JdkdFfX3zjvdapOB1XWd1dTkXIo5EwsTjMaH5Jx5PCQ0NLSSTCcbGbrC0NCcsgqNceoz4QxeBnTN5TdPy/vtTVZW2tm6qq+uJxaLcuHFV2GxaURRqahro6hrAZDIzPT3G5OSIsPyPkpJy+vsvUFjoYX19levX394xyD1OyBn8PikqKqaoqHjP+3RdJ5lM5H39T9d1LBYrXV0DqKqKqqooirrt/4tae9SYnBzZqnuejVwUChnF5shmyy8tABCrqMT2mS9QYBMn1yxZobS0dAldf4fMrP33fu8PeOWVn2KxmPF47lyz3Fq+FaJf9h5Z+9kL/eDgFeHJT4qi4HS6mZub2nH7xkaA8vIqYf2oqqojEtlkdXU5NxGoq2vKDbzyiXLpMeKwYyYf+vgTrAMNDS35bVtRaGhowW4vYGpqlKGh92hr66akpAzIXCfyuT5fVFRMX99DjI/fYHV1mUgkTHt7r5BIgs1mo6trgKWlOebnpxkevkZ1dT11dU3CcxLuxvHpyQOMoihYrba8CzZzQXPhcDix2wuwWm1YLBZMJpMwuWdpa+umq2uAurqmrciFAXLfypZP19ajXv5tVAPkDpkZfF1dE6Wl5Ya0r6oqdXUNFBUV3zV6YKuqBiDuXTrS9h0OZ04mokP0BQUOenvP7YgibGwEhLWv6zrLy4tEIpu529LpFGtrRxcluRe3z+Td//gSwelx4vGDr9kehoqKajo7+1EUZSuKMY+u60xNjeZ9wGez2ejuPktlZQ2RyCaDg1d2RDfz2X42ktDTcw67vYClpTmGhq4K2z21H6TgJQdGZLRgF3vsc08/+VuG7nN3u4uoqWkwrH2A4uLSu87eAWy1tQDEFuaPvP3KyloKC4sN2UJktdro6TmDy5XJMN7YCAiLJCiKQnl5FW73zuzm5eVFsdGMS4+xOZDJAbAmk/SNjOAbGRTWvsdTQk/PWSwWK7OzE4yPD7G6uszqav4HOqqq0tTUTmtrF7quMzp6g7m5KXRdZ23Nl/clG5fLTV/fQ5SXVxmWgHcnpOAlDw7HtIhNaWmFIQOeiYkxFhczs6WiopJcaPRO2Kszgo97l9COeI1WURRaWzvvmMGfb8xmC93dA3g8pSQScaHr8CaTiaamdrq6BnIRlEgks11WFJubIW64HEzX1ABgSyapfeM3xLaWsETgdLro6zuPw+HC78/Momdnx0kmxWTZl5VV0tt7DputgMXFWYaHr+H3+xgfv5l32ZpMJlpaOmlv70FRVKamRhkbG8rlQmR3XIlGCl7yYHBM5W4Uuq7z6qu/4IUX/p5//McfYjabcThcd32OardnEu3SaRLLR3/BsVptNDTsrqInClU10dHRS3l5FRsb4pOeioqK6e+/QHl5ZilE5HZJp9PNwMAFTI9+gNm6OiAj+YKXXhBW8S67dXf7rpJUKsXs7ISQ9gEcjswgo7i4lI2NAOvrq4TDG8K2T96egHft2ttbWylHCATEFyWSgpccf6Tcd7G99nxd3f6XB2x19QDE5ufy0q/bQ9WiURSF5uaOew528oXZbKalpYPOzn5CoaCw2StkQtWVlbWUf/rz+Du7AbAk4phf+HshklcUhYqKGqqqanfk5KyuLhMMiiurq6oqHk/pjmS3bHEcEWQT8Orrm0mlkoyMXEfXdcbHh4VXGJWClxxvpNz3ZGJiBLhz7fk7Ya/NzO7ieViHPy4oipJbjzcKj6eEvr6HDDmfwWQy4frYp3LFcNRoRFjteovFQm1tI2fPPkJLS2eu2lu2EJEIUqkUiUR8Vy2O8fGbpNNiymgrikJ1dT3V1XW529LpFGNjN4TmqUjBS44vUu57kqk9Pwbcufb8ncgKPraQnxm85BZms1l4OdMdXHq/YQfUqKpKeXkV/f0X6Ozsx2YrYGFhRkjbVquVuromzp69RFdXPyUl5SiKQjweY2ZG3HJBMOhn/bb3e3MzzPT0uLA+yH3wkuOJlPsdudfRsHfjVoj+5M7gJbe4vXa95fvPkrz8RSi++46Lo0JRFDyeEjyeEiKRTaFnBSiKQlFRCUVFJSSTSdbWlllZ8bK25hOypdXjKcXjKSUS2cTv97G2tkIsFsXnW8LtLhRSq0EKXnL8kHK/K4cNzwMU1GfKuMZmp4+6W5JjitGSz3KQSNNRY7FYqKqqo7KyVvg6uMPhxOFwUlvbSCSyydraCktLczgcLpzO/OaKyBC95Hgh5X5Xtofnq6trD3zRtDc2ARCbnT3yrXKS44s8Tz6DoihCKt3dqW2n00VDQwv9/ReEFAeTgpccH6Tc78n28HxbW+eBn28qKMBWXYOeThGfk+vwpwkp+eNDtvppvpGClxwPpNz3hcvl4qGHLlFcXHLg8HyWguZMWdno9NQ9Hik5aUjJny6k4CXGI+W+b9zuQi5dej+/+7tfOfSaZlbwkanJo+ya5AFBSv70IAUvMRYpd+HcmsGL2zIkOV5IyZ8OpOAlxiHlfiCOqp52QVMrAFE5gz/VSMmffKTgJcYg5X4gdF3n2Wf/ml/84ics3+d57gXNzQBEZ2fQBVUXkxxPpORPNlLwEvFIuR8Yr3eJ1VUfN28O4vPd30ExZqcLa0Ulejyel6NjJQ8WUvInFyl4iVik3A/FxMQocLjiNnvhaM9ssYuMDt/3a0kefKTkTyZS8BJxSLkfikxxm4zgD1PcZi+cHRnBb46N3PdrSU4GUvInDyl4iRik3A/N/Ra32YvsDH5zRApecgsp+ZOFFLwk/0i53xdHHZ4HcHZ2ARCRM3jJbUjJnxyk4CX5Rcr9vshHeB7AVl2DyekiubZKYm31SF5TcnKQkj8ZSMFL8oeU+32Tj/A8gKKqONozR81GRuUsXrIbKfkHHyl4SX6Qcj8SlpYy29iOMjyfRSbaSe6FlPyDjTwPXnL0SLkfGefPX6SlpR2vd+nIz9N2ZAU/IrfKSe7McTlPXnJw5Aw+T+i6TjqdMqx9TdOEtpcro2qQ3I+qjOtxxOMppqur58hf19nZDcDmyM0jf23JyWLPmbx/zbD+GPl7f5CuNVLwR0AgcOuLrmkaPp+XGzfeYWxsSEj7uq6ztrYCQCqVYnp6jJGR60K/iMvLi6RiUXjxu4bM3JeW5kmlUkxOjhKPx/Le3nbSW+Vevd55gsF1oW1nCQb9LC8vHOg5juZWVLud+PwcycDh+x2NRpifnyKVEj+gTSaTzMxMEI1GhLetaRozM+OGfOa6rjM7O8HKypKwNm+XvPr8dwyR/NLSHFNTo8InMQArK4uMjg4a8l3PXuMPghT8faDrOjMzE8zOTpFIxJmbm+Lq1deZnBxhczOMyWQWItnFxVkWF2fx+1e5du0tlpcXSSYTpFLJvLcNmUHF0uwE+vefxerNXHASVTXC5J5Op5mbm2Rk5Bo+3xJ+vy/vbW5nfn6K5eVFZmYmWFqaQ9O0+37vdV1nenpy3xeSpaV5pqfH0TRt3xc+xWzGuRUZCA8NHrqvfr+PhYXZHQNdUYRCQbzeeebnxZ9tH4tFWF5eZGJimGRSzG8tSzKZwOdbZnp6jGBQ3Jq4duERkhceAcAcjwmXvK7r+P2r+HxeRkdv5AbXotpeX/cTCPi5ceMqsZjYQeXGRuDAz5GCPySpVIrR0UG83nni8SjvvvsGi4uzgE5NTT1nz16ivb0HRVHy2o/V1WXm56eJRDYZG7tBKpWkrq6Jvr6HsFiseW07i3duio6REZxb260SVdXwmc8LW3Pf3AwBEA5n/ptIxPH7xW39MplMTE+PbfUlzNWrr9/37MLrXeJHP3qB//W/vsXc3MwdHxeNRvD5vKiqCcgM9mZmxvfdjqunD4DwjcMLvqSkHCA3sIrH44d+rYNSXFyKy1WI379KOLwhrF0Ah8NFXV0zyWSCqakRoREzq9VGR0cvAGNjQ0QiYWFt6xffR/yhi4B4ySuKQlfXAB5PCcGgn5s33yOZTAhru6Ojl+rqOmKxCIODV4UOrpqa2g/8HCn4QxCLRRkaukogkPlwNU3DarXR0tLJuXOPUF/fgs1mz3s/NjYCTE7eyoDOfvlraxtRVTEfbSISpuTXv6Q4lJHrutvNaFc3MYH5B7df2Dc2grjdRcLa3z6QSqWSVFRUY7Xa7us1s3vfU6kkpaVld3yc3V7A3NwU6+uZAc3Cwgw2W8G+23H13r/gCwocOBxOAgE/CwszeL1zh36tg6IoCg0NmfPtZ2cn0XVdaPi0urqOwkIP6+tr+HziwuUAbncRra3dpNNpRkYGSSTEDayUS48ZJnmTyURHRx/l5VVsboa4ceNdYrGokLYz37dWWlq60LQ0w8PXWVqaFzK4O8xkUQr+gIRCQW7cuLprzS+ZTGA2m3MzqXwTjUYYHb2x44ul6zpzc1PifujJJMqLz+HZyAh23e1m9ux5ahpasNv3L5n7JTtzB3A63XR3n8EiMGN/u+BNJjPV1fX39Xrbi9vU1NTdNXteURQqKqp33OZ0uvbdlqu3H4DNocFDXaTi8RhjY0Poeqbf8/PTwtdG3e4iPJ5SQqEggcAao6OH+7ccBkVRaG3twmw278gFENV+aWk5DQ0tJBJxRkYGhYasjZS8oig0N3dQW9tIPB7lxo2ruUieCMrLK+npOYvFYmV2dsKwnIB7IQV/AHw+L2NjN7BYrHg8JVRUVFNX10RLSxednf0UFBztNqY7kUwmGBm5TjqdQlVNFBeX0tTUztmzl+jtPXffs8d9dgLlpedyYfkNj4fkpy7T1Xcel6sw/+1voet6bgbvchXS1TWA2Sx29+d2wdfUNNx3+9uL27S2dtzz8eXltwveve+2rJVVWEpKSW0Eic8ffOZts9kpKHAQjW7mbjPiQldfnznjfmxsiFAouKM/+cZqtdHc3ImmaYyP30TT0szOTghrv6qqjoqKGiKRMOPjQ0KXCoyWfF1dE01N7aRSSYaG3s1FVUXgchXS13cep9ONz+fl5s33SCTELBfsF7kPfp/ouk5JSTnl5VWG9kPTNObnZygpKcfjKcHlKhQWjs+R3Qq3mMnajldWYfvMF7Bbxaz5byeRiJNMJnC7i+js7MdkEhNB2U5W8BaLlaqqmvt+vYPWnrfZbHg8pQQCa9jtBQcaYCiKgqu3n/VfvUz4xnXs9Q0H7m9tbSOBgD83g9J1sYJfW/MxPT261XZGbuFwCIdj/5GM+6WkpIzy8mp8viWGht5lczNMTU2DkDwYRVFoamojkYgRCPiZnh6nqamN1dUVyssr89/+pceIA7Yrb2KOx0g9/x20p78EJaV5bxugsrIGi8XK+PhNRkcHaW7uFPLvhszgrqfnLFNTo6yuLnPjxjt0dPQeaJCdT+QMfp8oimKIPPbqR3NzOw0NLRQWeoyT+9ZWuHRtA8pnv4higNwhs/5eWFhsmNzhluDr6prue4nmIOH57WTD9Ie5sOTW4Q+ZSa8oCm1t3bnvoqaJ3SdcWlpObW3TjttEhmshs1RRWFiEoii56IvIRM/MZ9CDw+FiZWWRubkppqZGiETERDLuNJMPh0NCIjolJWV0dw9gMpmYnBxmcXFWWCRDVVVaWjpzSyU3brzL6urBt7TlAyn4B4x8Z+XflT2K2KSfNLZCndlsprOzz9DBl8lkwul0H0l056Dh+SweTwlWq+2Qgs+sw4cGrx34uVns9gIaGzPRBiNC9FVVtbn2gdx7KApd11lamtshlcPsW74fTCYTnZ19WK22XF+83nlh7e8lef/EMD6fV0j7bncRPT1nsVptzM1NMTMzga7r6Lqe9yQ8RVGorq6ns7MPVVWYmLiZS/o0Eil4yf44puVni4pKxEcx9qC5uf1IBl+HPRo2m2x3kAS7LK6ePjCZ2BwZJh09/IWwvLyK4uJS4SH6LNslH4mEhQ407PYCenrOUVZ2KzQcCgWFZrYnk0mmpsZ27MlfXV0Wui58u+Tr33ydtfGbwpL/Cgqc9Paew+Fwsry8wPj4ENHoJhMTw0Jk6/GU0tt7Hru9gKWluR1FcUTXSgApeMl+OKZyP04c1ZpbaWkZlZVVBwrPZykvrzpUP0xOJ872TkinCd/HLD6zfNSJyWRcak9W8rquCwtPZzGZTLS0dO4Y7IksumSxWGhsbKWw8NYWUV3XD1zh8H6J9p9jdeukQlsySffQEGtj4sohW602urvPUljowe9f5ebN9wiHN4RFEgoKHPT2nqeoqHhHUZz5+elDFau5H6TgJXdHyl0o3d19fP7z/4ynnnr6wM+1Wm2HXqpwnz0HwMa77xzq+VksFktuX7pRZCUveh0espGUmlyoeG1NbFVFu72Azs7+ra17md/oysqi0O1z6XSa+do6pmsyCae2ZJKKX/2ClG9ZWB/MZjPt7T3YbPbcDHpublLYLDqzdNi/oyjO+voqk5MjQj8LKXjJnZFyNwzRs+DCM+cBCL139b5fS2QNhDtRVVWLx2PcaWeZLVQPYTKZhZ+NoCgKZWWVDAw8TFlZJalUitVVcXJ1uwvp7j6D48MfZ6GhEQBrMon1B98VdtRsKpViYmJkx3ufSqWYm5sU0j5sL4rTSTqdIplMEI/HhPZBCl6yN1Lupwr3mcwMPjx4DU3QGQb5RkQ1ybthsVi2kq6MucxaLBZaW7vo6hpgfX1N7P54RcHjKaXs059jYyuJ0xyPY37h74VIPpt829t7juLiW5UgfT4voVAw7+1nCYc3mJ+f3nHb8vKisAOKpOAlu5FyF87y8hI//vEPGBsbEXZI0HYsJSXYG5vQYjE2h+X58EeFoijCzoS4E0VFxXR09Biyu0FRFOwf+jjJhx8FQI1GMkfNCprJu1yFdHT0MjBwgfLyKhRFYWpqTNh74XJlohnV1XU76lNMTo4IKaksBS/ZiZS7IYyNjTA5Oc7PfvYjw6phuQcys/jQe/e3Di85fqiqydCtpPrDj+4+T16Q5CGTXd/S0smZMxcpKvIIS7iDzJJVQ0Mr5849QktLJ06nm0Qizuxs/kP1UvCSW0i5G8L24jbV1bUHzp4/KgrPZgV//+vwEsnt3H6evGjJQ2bZprGxTVilu+2oqony8ir6+s7T23sOXdfynlUvBS/JIOVuGNuL27S1dRrWD/fZbKLdu+jH8OAMyYPPcZA8IOxQsDvhchXS2tqV91MvpeAlUu4GMzGROfL3oMVtjhpbTS3W8gpSwQDRSXGHpUhOF8dF8seBfFcmlYI/7Ui5G0omPD8GGBueh8zFpvChhwEIXnnTsH5ITj5S8mKQgj/NSLkbznEJz2cpvJApM7rxlhS8JL9IyecfKfjTipT7seC4hOezFGUFf/UKuoBtPJLTjZR8fpGCP41IuR8LdF1ncnIcMD48n8VWVY29rp70ZpjwsLj64ZLTi5R8/pCCP21IuR8bFEXhC1/4Z3zwgx/lzJmHjO5OjsKHLwGw8fYbBvdEclqQks8PUvCnCSn3Y4fD4aSv7yzNza1GdyVHNkwffFuuw0vEISV/9EjBnxak3CX7JJtJH7r2Llpc3HnmEomU/NEiBX8akHIXwkEO84hENonFxJ4ytl8snmIc7R3oiQSh6+8Z3R3JKUNK/uiQgj/pSLkLI1u0Qtf1e8r+nXfe4tvf/hY/+tELhhwCci+KLmTW4YNvyXV4iXik5I8GKfiTjJR73olENvH5VhgeHmJmZpJkMomiKDtkfzvZ2vOappFIJAw7TvRuFD68tQ4vBS8xCCn5+8d874dIHkik3PPO+PgIb7zxa4LBAAUFBWiaRjqdpqKiiu7uPlpbO3YcEZnluBW32YvCsw+hWCxs3rxBMhjAUuQxukuSU4h24RFSgPnN3+Qkn7z8RSguMbprDwTHb+pwgjjImuyRIuWeN7Kf6eqqj1dffZnKymp+53e+zMc+9ikeffSD9PaeIZlM8stf/oznnvs7xsZ2n62ePTnuuBS32QuTw4H7zHnQdYJvvm50dySnGDmTPzxS8HlA0zTm5qaYnBwR33gyCS9+1zC5JxJxZmYmSBlQBU3XdZaW5ojFInltA2Bo6BqlpWV86EMfo6SklIaGJqqqqunp6ePjH3+S97//w6iqyquv/oLp6Ykdz88Kvqam7siK24TDoSM/49rz6PsBCLz26l0fF4/HWFqaI51OH2n7+yGVSrGwMEM8Lj5hUdM0FhZmCIdDwtvWdZ3FxVnW11eFtw3g9c6zvLworL3bJa8+93fgXxPWfpa1tRWmpkYNmbwFAgf/90rBHwHbP+xIZJMbN66yuDhLKBQkmUwKaV/X9Zzcrd4lAJLVtcJn7tPT43i984ZceEKhILOzkywtzeetjex6eSQSwWq1oaoquq6TTqeZnBxmbm4Kj6eY3t4BLl/+IhUV1bz55mu5RLrt4fnW1o4j69fi4gyTkyOkUkf3ffM8mrmgBl9/7a7Hx/p8XmZnJwkExM+qAoE15uenWVycE9725maY+flppqZGhCdKxuMxFhZmmJgYJhaLCm07lUqysDDL9PQYfr+437l24RGSDz8KgDkeQ33+O0Ilr+s6Xu8CKytLjI3dEP6Zr6wcfAAvBX+fxOMx5uent2aP8wwOXiESCVNeXkV//0NYBMjV5/MSDQV3yD1RVY3+1OeEyH1zM0QoFMTvX2V9fRW3u4iyssq8t5slmUwA4Pf7ACgpKc97m83NrczNTbOxsYGiKKiqSjqdxmQyoWkamqZhsVjo6xsgGo2wtLQA5C88b7MVABzpxb6guRVrRSVJ/xqRsdE7Pi77fmfff5GUllZgtxfg8y0Jn8W73YVUVFQTiWyytCR2gGG3F9Dc3EE6nWZs7IbQ6InZbKGrqx9VNTE+fpNQKCisbf3hR4k/lEkAFS15RVHo6uqnsNDD+voaw8PXhEYq29q6D/wcKfj7QNMyP65AIPNhz85OYDKZ6ejopaWlE5Mp/zmM6XSaxZkJTC+9sEPufOYLwmbugYCf6ekxpqfHUBSF5uaOvJ9zvJ2VFS+Li7P4/auYzRYKCz15b7OuroGiomKef/7veOut1/D5VtB1HavViqqquZm+0+kmFotSVORB13XGxzPLNkcZnofMBR+OVvCKotwK07/+6zs+zuFwYrc7CATWhIfpFUWhtrZxK2QtfhZfX9+CxWJlYWGGaHRTaNtlZZVUVtYQiWwyPT0mNGzsdLppb+8BdEZGBoX+25VLjxkmeZPJTGdnPyUl5YRCQW7efJdEIiGk7cPstpGCPyS6rjM1NcbmZphIZJONjQDFxaUMDFyguLhMWD9WFmZoH76JeyvpRLTcISP4SGSTZDKB211EIhEnnRY3stX1TM5DMpnAbLYwNTVKJJLfC47T6eLxxz9FdXUd7777Nj/96Q9ZXFxkaWmJ69evEA6HWF5e4vXXf0VpaRkuV0b0ZWXlqKp6pOF52Cn4VCqVi2rcL55HsuvwdxY8QGlpOZqmGRKmN3IWbzabaW5u3zo4SPzabENDKy6Xm9XVZVZWloS27fGU0NLSSTqdYnj4OomEuKqHRkpeVVXa2rpzg6uhoavCl0n2ixT8IVleXmR1dTn3t6IoFBYWC5m1Z0lGIxS98nOKQ5kkn3W3m+tNzWwK/KGlUknC4Y3c3xsbAQIBP6pqEtaH7WthsVgEXdfzfjKbrusUF5fw+OOf4syZc6TTabxeL0NDg7z11hv83d/9Fd/73t+iaTqPPvpBAGw2O0899Tm+8pX/m46Og4fb7sTy8mLu4hoIrHH9+ttHtj5Y+PBFMJkIXX+P1F2SybaH6TVNY3NTXOKZ0bP44uIySkvLCYc3hCaeQVY2vZjNFmZmxnf8FkVQVlZJfX0ziUSc4eHrQkPWRkpeURQaG9uorW0kHo8xNHRV6Hd+v0jBH4KNjQAzM+M7bnO53FvJVoK+4Mkkyovfw7OR+UGvu90sPHSR1q5+nE6XmD4AwWBgx99NTW00NrYKDdHr+i2Z2Wx2Ghvzv/VMURR0XcdisdDd3U9nZydnz56lsbGRhoYmLly4xBNPfIYnnniK2tp64FaIzW4vwGq1HllfzGZzbsfG5maYVCqJ1Wo7mtd2uXH3n4F0mo237nz4zPYw/fj4kPCZ/O2z+FgsIjQJqrGxDbPZzNzcpPAogs1mo62tG13XGRsbEpLYu53q6noqK2uJRjcZHR0U+r4bLfm6uiaamtpJJpPcvPkeGxsBIW3vFyn4AxKPxxgbGwKgsNBDU1Mb5849Qk/POaqr67BYju7CfUeSSdSXnsexmklq2vAUoz31OTp6zgg/UzwYzFzIVVWlo6OPyspaoe3Dzhl8S0vnnsVl8kF2EGO3OwAwmUyUlpbyoQ89ztmzF2hpaRfyfSgpKcdms+f+ttsLjnSAda/tctHoJteuvUUqlUTTNNbX14RnGG+fxS8szDA2NpTX7ZK3Y7FYaWxsQ9O03DYqUWuzAEVFxbmZ9Pj4kNClgsxstjW3Lj0xMSy2fQMlD1BZWUNbWw+apjE8fE3ozoJ7IQV/AHRdx+fzUl/fzPnz76O7+wyVlbVHNlvaF1tFbMyLma1g8cpqbF/4P3AXl4rrwxa6rhMI+LFYrPT0nKXYgD7ALcHX1DQISbC7HYvFkouaFBWVYDZn8h90Xc+JdnDwPQYH3yMSOXrpKIpCdXV97u/sevxRsX0dfq8Ld0GBk/Lyqh1b9LZHVUQQjUYwmy2YTGZ8Pi+RyGZe3uu7UVpagcdTQjC4zurqMhMTN4WuS1dX11NcXMrGRoD5+WkgkwgsAkVRaG3twu0uwu/3MTs7caokX1paTmdnP4qiMjZ2Q3g+xJ2Qgj8A2ZBMRUW1kO1vu9ijQp3y2S+gHGG49yBEo5tYLBZ6e8/jdLoN6QNkZOJ0uqitbTSofR2XqxCAiorqnNS316O/cuUNXnnln/jpT1/KSx/KyytzA4tsROGocHR0Yi2vIOFbITKyuzIfQFVV3Y7BlegZvMlkYnp6bMcSWTQaFtoHRVFoampHVU1MTY3m8lFEtt/S0oXdXpArgrO4OCdsbTgbxSsocOL1LuyoRyFC9kZLvqiomJ6eM7lE34WFGeOqmW4hBf+gcAzLz2qaTnf3WWw2gRGMPVFobe027NAWRVFwOguxWKwUFRXvun9ncZv2vPRBVU1UVWWWR45a8Iqi4HnsQwD4f/XyHR+zfWuoaMFbrTa6ugZ2LImInsFHoxEmJ0dQlFtCE52LYDabaW/vQVVVJiaG8XoXjrzC4b3a7+rqx2q1MTc3yerqMrFYlJUVMcmHRkve6XTT23sWm83O/Py08EjG7UjBPwgcQ7lDJrFQ1Hr33aitbaSg4Giltl+uX79KIhHH7XZTXl615yBjZ3Gb/AgeMmuBqqpSUHC0IXqA4g9kdgKs/+qXd3yMzWanuTnz7zPiCFy7vYCuroHcd1L0vvSCAgdVVbU7LujB4LrQ9yJ74FFhoYd0Ok06nWJ1dUVYqB4yg63Ozn5Mpkzy5/T0GIuLc8LehztJ3utdECJbu91BT8/ZXCRjYmLYsCOhpeCPO8dU7scJ0XLPXiRmZiZ5++03UBQFTYOVFd+uXRTba89XV9fmNQnSbLZQUVF95DN4gKKHLqLa7URGh4mvLN/xcaWlFZSVVRo2a3E4nHR1DaCqJuLxmNB6DJDZMtfTcy6Xl6NpaaGV3hRFIRwOEQyu525Lp1PCE78cDift7T3ouk4wuE4iERda6XC35P8O3+iNXFJwvrFabfT0nMXtLmRtbYXR0UHS6TTRaIRIRNzSkRT8cUbK/Vhy68CZ61RWVmGxWBkausbk5Niux4o+GrampiEvURXVZqPoUqYO+N1m8ZDZMiZkN8kdcDrddHb2oSiq8DB9pn0Xvb3ncDgyiZei1+Grq+vo6zu/Y+ArMkwPmcjF2NiNHbctLs4ZmHgXp29khOXhG8L6kFmuGMDjKSUYXOfmzfdYXV1menpcWB+k4I8rUu7HlmwYfm5uhvb2TMGakZEhmppadhU6mpjI7E8XdTRsPsVa/IHMOvy9BG82m6mra8pbP/ZDYaGHjo4eoVvltpOdwRUXlxpS3c/hcNHXdz63bXVjIyC02lpRUTG9ved3JF5Go5tC3wtN01iorWOuPrPDxJZM0nH9PQJT4/d45tGhqiY6OnopK6tkczOUO4RsbW1FTPtCWpEcDCn3Y0t25D09Pbm1/7eJUGiDjY0gzc1tux47MZGZ1R917XkjKH7fB0FR2LjyJul7zIyPQ26Gx1Mq5OChO2EymWhv76W4uMSQUqaqaqKpqY3Ozj7MZovwWXxBgYOurgFaW7tyu46WlmaFta+qKuXlVYR7+pmuqQEyki/+px+jC1yySKdTOJ1uFOWWbmdnJ4VU/ZOCP25IuR9rsoK/efM6dXUNWK02hodvUFxcgsezM4M+X0fDGoWlpARXXz96MknwjdeM7s6+MJnElUzeC0VRaGhoFVsr4zY8nswZGalUUnhuhKIolJVVMjBwkcrKGkKhDaE5CTabndbWLjyfeIrlllYArMkkphf+HtbFRBMyJ3knUNVbxaeSyQQLC9N5b1sK/jgh5X7s2R6eb2vrAmB09CatrR27Zq1lZWV8/ONP0tzcJiQ8L4LiD3wYuPN2OcneGLWFM4vFYqWpKX87OO6F2Wymqamd3t7zOxIAReFwuCh+4jKbA+cz/YnFMH//WSGSt1gs1Nc3c/bsI9TVNeXqVXi9C3k/FEsK/rgg5X7s2Z49vz08HwwGdoXnIXNRbW/v4lOf+uwDH57PUvxYZrtc4Devogs+GlZyfyiKIvSMiL1wudyGFaQCsDz2YVIPZ5JF1cgmFkGSh8wgp7a2kbNnL9HQ0IrFYs37Mb9S8McBKfcHguwPcXDwGnV1jVitNkZGhigpKd0Vnj+pFDS3YqutIxVYJ3T9mtHdkTyAGD3I0B5+lNTF92X6IljykFk2qq6u4+zZS5SVVRC+yymN94sUvNFIuT8wZMOsKytLuZD7zZuDtLXtPuBG9IleolAUhZIPfgQA/8v/ZHBvJJLDoV14xFDJQ+Z6UlFRg9tdmL828vbKknsj5f7AkU6nefLJp2lr6yQajRCLxWhsbN7xGF3X+du//Tbf+97f5rLoTxIlH/kYkBG80bW2JZLDchwkn2+k4I1Cyv2BxGQyUVlZhclkwmy28PTTX6K0dOdWLK93iXA4xPLyEtGoMfuw84mrbwBLWTkJ7xKbw0NGd0ciOTQnXfJS8EYg5X4isFgslJWV78qQFl3cRjSKqlLyoa0w/S9kmF7yYHOSJS8FLxop9xPNSStucydKPvI4AP5f/EyG6SUPPCdV8lLwIpFyPxHoun5HqZ204jZ3ovDsecxFHmJzs0QnJ4zujkRy35xEyUvBi0LK/cSQ3U+81xGQJz08n0UxmynOZtP/4mcG90YiORpOmuSl4EUg5f5Ak52tx+NxJiZG+f73n+XVV19mdPQmy8tLpLcKvmwPz+f7aNjjQC6bXq7DS04QJ0nyUvD5Rsr9gScr+Lfffp3JyTHa2jpRFJiaGuf111/lzTd/TTKZwOtdFHo0rNEUXbiIyekiMjFGdHbG6O5IJEfGSZG8FHw+kXI/EWSz5BcWZnnooUfo7R3g/e//ME888VkefvhRfL4VXn/9VYLBIBaL5cSH57OoVmuudK3/5Z8b3BuJ5Gg5CZKXgs8XUu4ning8httdSDR663AIRVGoqanjM5/5PF7vIjU1tXz1q89w+fIXT3x4Pksum/5luQ4vOXk86JKXgs8HySS8+F3D5B6LRVlYmDFk+5KmpfF6F4ScdbwXa2u+Izt7OxaLAZkQvc1mp729m5///Cf8+te/ZG3t1nnSPt8K6bSGokA0GqGmpu5I2j9YXyOsrfmEf+ZFjzyKarezOXSD6MKc0LYBNE1jeXmRZDIhvG1d11leXtwx6BPZ9srKEhsbAeFtA6yuLuP3+wxp2+/3sby8KKy92yWvPvd34F8T1n6Ww3zWp0TwAi96W3K3epcASNXUCpW7rutMTo4wPz9NICB+pLm6usLMzDhe77zwthOJBOPjQ8zOHmzbViIR33VbMpnkl7/8KclkMpcx39bWwcc+9gSRSJh/+qcf8zd/85f8+McvcuXK67S2tjMxMcLYmDGV3WZnpxgfHxJeA99kL8B2/iEAFn74A6FtQ0Y009NjLC2J/75tbASYnh5jenpc+MAqFosyNTXKxMSw8MF0MplgamqMiYnhXM6JKDQtzczMBNPTY6ytrYhr98IjuVPozPEY6vPfESp5XddZWDh4nsspEbyg04tuk3uiqhrt058TGpZfWponFApSUlKOx1MirF3IzmgWUBSFiopqoW0DbG5mTmVyOt0Het6vfvULrl1757bXCjM3N8trr70C3FqHr6mp46Mf/SSf/ORTfOADH6GysopLl96PxWIhGj2ayMFhyC4JRKNiL7gA5Z98EoD1n/9UeNtlZZVYLFZWVhaFi66oqBiPp5SNjYDw2WxBgYO6uiYSiThTU6NCBxgWi5W2ti40TWN0dFBo9ERVTXR29mEymZiYGBZ6trz28KPEH7oIiJe8oii0t/ce+HmnRPD5Q9f1zH7oPeTOZ74gVO6RSJj5+SksFivNze3Cj2UMhYJEIpuUlJRjtdqEtg3bBe860PMURaG8vHLHbR5PMR/60McYGhrkN7/55Y497yaTmaIiDw0NzZw79zDxeILf/OYVrl69siN0L5Ks4CMR8eHiyg99DOx20jPTbE5PCm1bVVWqq+tIp9NCw7ZZGhtbURSVmZmJ3HZJUdTUNOB2F+H3+1hdXRbadnFxWW6AMTY2tGdNiHzhcLjo6OgDFEZHBwmHN4S1rVx6zDDJ335i5X6Qgr9P/H4fgdUVQ+Xu9S6gaRoTE8Pouk5LSydms7iBRTbE7fUuAFBZWSus7e1kw4UHncF/9KOfpKqqZtft7e1dfPCDH2Vk5Cbj45kCNpqm5WZL2Yp22eI2AIWFRYft/n1hpOBNdjsFlx4BYNGAMH1FRTUmkxmvd164ZO32Ampq6kkmE4cKod4PiqLQ2tqFyWRienr8yHJP9ktNTQMlJeWEQkFmZsaFtl1Y6KG9vRtN0xgZGRR6qJORkj8oUvD3gaZpLEyP4/jZjwyTezweZ2ZmnPHxISKRTSoqaoSH5qenx1ldXWZ9fRWn043LdTDB3i+RSBhd19ncDGG12rBYrPt+blbWt0c70uk0uq7T2dlNe3sXr776CxYWZlFVNffY7H+zxW0KC4uwWvff9lFisxWgqqohggeo/OSnAQgYkE1vMpmpqqohlUri83mFt19T04DNZsfrnReecGez2Wlu7kDT0oyP3xQ6k85sB+3E4XCxsrIkPIJSXFxGc3MHqVSS4eFre+bS5IsHRfJS8PeBb3GO1qEbFAYCAMQrxYfl19d9W/9dQ1VNlJVVCp/FxONRJiaGgUz4zO/3Cb3Q+HxeRkdvkEwmKChwEAyuE4vtb0R/p2UMk8mEoiiYTGYee+zDVFfX8eMfv8ji4s5kru3FbcrKynK3i052UxSFggIn0WjEkN0T5R/4EDidpOfnCY+N3PsJR0xlZR2qqrK0NCf0uweZZYLGxjZ0XTck4a60tIKysko2N0PCowgmk4mOjl7MZgszM+PCs/orKqqpr28mkYgzPHyNVErc7+5BkLwU/CFJx6K4X/4ZxaHMuu+628279bVsCB7B+/231nw1Lc3ExE3i8ZjQPmwfOft8S8TjsV1HqOYTi8VKIJD5YQWD60xOjhw6ByCdTvHrX7/M0NB1FhbmWFiYY23Nxwc/+FFqaup5990rhMOZzzyzLDKae67HU0Q6neLmzWusr4tfi3c4nOi6RiwWZX1d7IXGZLHieCSzlWjxJfFheovFQkVFNYlEXGh2dZbi4lLDEu4AmprasNnsLC7OCpeszWanoyOTADY2dkP4UkF1dT1VVXVEoxFGRgaFTnCOu+Sl4A9DMon+g+/h2QgCGbl7Lz5K98DDFBZ6hHUjkUgQCgVzfxcVFdPXd15okZV0Or0je7msrJLq6nph7QO7QvK1tY2oqulQr7WwMM/Q0CCvv/4rvv/9Z3nppRf4h3/4Ac8++zdMTY0zPT3BK69kaq8ripILz7tcLhRFIZ1Os7GxLnSZJJVKMTs7kZu5jo7eYGlJ/J70yicy2fSBX/wTsVhMuGiqqupRFIXFxTlDohhGJtyZTGba2roBDNk653YX0dTUTiqVYnT0hljJKgoNDS2UlVUSDm8wPi426e84S/7gaXmnnWQS049ewLqamSWEikvgycu0FhUL78r2WWJNTQN1dU3CM+e3z95drkKamzuE92G74O12B+XlVYd+rdraOi5f/gImkxlVVVlfXyMYDOQS6tbX/UxOjvHTn75Ed/dALjxfXX0rSc/pdAvdRWA2m0mlUrmZaywWweWqvMezjpZkMknppfczVViItuxl6B9/QO0jjwkd8NpsNsrKKvH5vKyvr2Gz2TCbLdhsdiHtZxPuFhZmWFiYoaGhRUi7WVyuQurqmpifn2ZqapS2tm6hv8WKimoikU2WlxeYmBimvb1HWPuKouTW4wMBP1NTo7S0dIpr/9JjxAHblTcxx2Oknv8O2tNfgpJSIe3fCSn4g5AtP7tVsStRVYPtM5/HZlD5Wb/fh6qqtLZ2UVJSbkgfsoK3Wm10dPQKDc1n2Z7YVl9/f4Mck8lMRcWtAUJx8e6Z+Px8Lz/96Y9y+94z2cwd+HxLW88R/6OuqWlgdXU5N3MVvU0xlUoyOPgOnDkDv/oViTdeR9uq/iWS6up6fD4vCwszpNOpXOhaFNnPweud39p6qWA2mw+U+Hm/7QeD61tb50rua7B7GBobW4lGN1lfX2VhYYa6uiZhbauqSltbD8PD11hdXcZsttDQ0HKqJS9D9Ptlj9ryfObzhtWWTyaTJBIJenvPGyZ3yAg+W3xC1EXsdrLtOp1uiovL7vHoe7M9vJuduWfRNI26ugaam1uJx+O0t3fR3NxKdfWtrYEej/gftN1eQFnZrVm7SKlBpvBKY2MLnDuXueHqVTRNbJg6HN5gZWURi8VCJBImHo8JLz50e8Ld1NSo0KWKvbbOaZombF08U5ClB5vNzsLCjPB8BJMpcy0qKHDg9c4LX6o6buF6Kfj9cAwPjkmnU/T2njP8UJNEIk5bWzcOx8GKyxwl2T3/9fXNRzJa3/4aiqLs+DsboaioqGR9fY2Pf/xJnnjis9jtDmw2O1arzbDPpLa2MddXIwoNlZdX4zl3ATweWF8ndlNs2V6n000ymdyxg2G/uymOCk3TcDicOJ1uNjYChEJBQ5Letm+dW15eYGVlSVj7ZrOFjo4+VNW0o5ytqG1sZrOFzs4BrFYbc3NTwrdOHifJS8Hfi2Mod8jM2A5T2eioKSurNCQkvR1FUSgrq6RIYB6Epum5M981TUNRlK1M6hLhOQhZbDZ7LiQregYPW7PHti7UCxcA2Pzly8Lbb2nppLDw1vdAZAEUyCSdjo0N5aoqwuEOCblftm+dm52dxO8XexCRw+HcUc42Go0wNjYkrA82m42urgHMZjOTkyO5fCVRyYeHkbzlf/0Z6vWrO29c92P51v+Dsnq4nSFS8HfjmMr9OGGESPaioaFVWFuZAjg9PPbYR4BbM36Pp9TwwU5NTQOKohgyg4fMckn9534bgOhvfo0muB6Aqqp0dPTkyhWL3rJlsVjo7j6zY7AZi0WFFmHRdZ35+ekdJVzj8diOQYcItpezHRx8h3B4Q2hZ2YICB52d/aiqytjYTTY2AiwsTAs7IOdukt8ry18vKUPx7zwgzPz6r9DaOtHLKg7VhwdO8LOzswwMDPDGG2/ktyEp9wcKi8DPxetd4tln/4Z3332LSCSSE7zbXbRj9mgENpud6up6TKbDbRM8CqrPX8Tc0Ii+GSbw2qvC2zeZzHR29mOz2UkmE8K3jGWKv/RRWnrroix6Hb6qqm7XUtHamtj18FgsislkQlVNuXwM0dXuXK7CrT36OqOjg/h8yywuzgprfy/Jp1d9e5b21UvLULbVr1CWFlFmp0lfen/m75lJQt/8JqE//VPib721r/YfKMFvbGzwh3/4h8TjeR4NS7lL7sLExCiBgJ8rV95k+1HEqqoasovgdmprG4zuAlVP/RYAq//wkiHtWyzWrRCtRfgsHsjtbqmqyiRfig7Tm81m2tp6dkS2RIfpMycsRnYkW/r9PqGnz0Fm4F1eXkU6nSadTuH3+wytXW9+4TuEZqeIRHZGEvSSnYI3vf4rtL6z4C4ETcP86ss4f+/3cD3zDIk330QL3TsiY/zVaJ9MTEzwpS99idHR0Xs/+H6QcpfchczhMpnvYE3N7lnSceCwRX6OkvInngRFYf3VX5IKiQvLbsduL6Crq59kUlx4fDuZAiyt1Nc3G7IOrygK1dV1dHefwWKxkkjEhYbITSYzzc0ddHb255aMdF0XmvCn6zpLSwu7Eu1EzuJhS/LnM5K3JBL0j46yPDy44zF6aRlKNAqxKMrUOIp/lfTWwEBZ9qIXl6IWFaFYLFi6ukjtw4UPhOCff/55Ll++TCAQ4Itf/GL+GpJyl9wDr3cpt4bX2tphcG+OL7aKSgofuoieTOL/ufgDaLI4nW5Dti1mURSFmpoGamoahK7Db6ew0ENf30O43UWGlPH1eEro77+Q28a5srIkLJKgKAq1tQ0MDDxMUdGtmharq8tCIzuJRJwbLgfTNZmCWLZkkqYrb7E5d+vsAL2kDF1RUNZWMb3+a9LnL4K9IHNnJIzuurVTSSksPDkz+JGRET796U/z4osvcv78+fw0IuUu2QfZo2EzGdttBvfmeFO2VbrW92NjwvRZjNrVsJ2KimrD6kRAphhUV9cANpvdkDK+ZrOZ1tYuOjr6tipCit02ZrcX0NnZR3t7by4xWOQeeavVRnf3ANqFR5ipzSzb2JJJXP/44q3seosF3IWYXn8VJRFH6z936wUO+ZE9EIL/+te/zp/8yZ/sOK3rSNF1zP/4opS75K5kwvOZ2vPHNTx/nCj5yMdQbDZCV68QXxKbXHUcMXqgoaoq1dX1hvajuLiUgYELpNNiEx8h8/6XlJQxMHCB2tpG1tZWhEZVTCYzdXVNlD35NKvtmS22lkQC0wt/D1vHPOulZajLS6Qvvg+2b4N2ulDCt9bs9Y0NVPe9j+U2bCO1z3f3jE6Hw4HTmbmA5v2M7WgEdXYakHKX3BkZnj8YZqeLkg9+hLWf/pjVn/wDtV/+P43ukuQYYDZbhJfQ3Y6qmjKiLaskEtkUvqXUYrFi+finibkLsb/zFqZYFG1mCr27L+OePdArq1D8q2jBIIrDQXJ4GOfv//492zJM8I899thd73/mmWf4oz/6IzGdcThJvf/DKPEo6XMXpdwleyLD8wen7IknM4L/h5eo+f1/bvgsViLJYrcXYM+ucRuA+sgHSBWXklqcJ15Vw117oqqkHvswm3/1V6DrWC9dOt4z+G984xt3vb+7u1tQTzJoZ/K0ti85MSxthZlleH7/FF16FHNxMdHpSSIjwzi7xP6uJZLjjNbZg9rZc3e5b6E3teJ++OyBXt8wwec1G14iyQOf//zvsrS0IGehB0A1Wyh7/Am8z/4tvh+/JAUvkQjkgUiyk0iOA6qqUltbT01NndFdeaDIZtOv/eQf0FJiS9dKJKcZKXiJRJJXnD192BubSfrXCL72G6O7I5GcGqTgJZJ7EAwGWF72GrJ/+CSgKAoVT30WgJUfft/g3kgkpwcpeInkHly/fpXvfe//42/+5i+FH1xyUij71FNgMhF49RWS6/57P0Eikdw3D5zgP/e5zzEyMsKlS5eM7orkFLC9uI3L5cZsNiwv9YHGWlaO55H3oadTrP7jj4zujkRyKnjgBC+RiGR7cZu2tk6De/NgU/7pTBEP3w9/IJc7JBIBSMHniWg0IvRQhe2kUil8vmVD2tZ1Hb9/1ZBSlAChUJB4PHZkr5c9OW4/xW2i0Qibm/c+ACIfJJMJAgG/IZ95Op3G7/ehadpdH1f8gQ9hLvIQGR8lMjJ8JG3rus7a2gopA7Lzs20bcRwtZI5eNer7tr6+RjC4bkjbweC68LPts4RCQeFn2mc5zGet6HIoLZFIJBLJiUPO4CUSiUQiOYFIwUskEolEcgKRgpdIJBKJ5AQiBS+RSCQSyQlECl4ikUgkkhOIFLxEIpFIJCcQKfh7MDs7y8DAAG+88YbRXZFIjh1zc3N87Wtf4+LFi1y8eJF/9+/+HX6/LEUrkRyE//Sf/hO/93u/d+SvK+tu3oWNjQ3+8A//kHg8bnRXJJJjx/r6Ol/+8pdJJBL8i3/xL0in0/zFX/wFIyMjPPvss1itVqO7KJEce5599lmeffZZLl68eOSvLQV/ByYmJvja177G5OSk0V2RSI4l3/72t/F6vbz44ou0trYCcObMGb761a/ywgsv8Nu//dsG91AiOb6k02n+7M/+jG9+85t5a0OG6Pfg+eef5/LlywQCAb74xS8a3R2J5Fjy0ksvcfHixZzcAd73vvfR3NzMSy+9ZGDPJJLjTTwe5+mnn+ZP//RPuXz5MpWVlXlpRwp+D0ZGRvj0pz/Niy++yPnz543ujkRy7AgGg8zNzdHb27vrvt7eXgYHBw3olUTyYBCPxwmHw/z3//7f+ZM/+ZO8nVIpQ/R78PWvf12uH0okd2F5eRlgz5lHeXk54XCYUCiE2+0W3TWJ5Njjcrn4yU9+kvfjp0+N4H2+u58+5HA4cDqdAFLuEsk92NzcBKCgoGDXfTabDYBIJCIFL5HsgaqqqGr+A+inRvCPPfbYXe9/5pln+KM/+iNBvZFIHmzudTQsIOQCJpFI7sypEfw3vvGNu97f3d0tqCcSyYNPNtq11xbS7G3Zx0gkEmM4NYKX2fASydFRU1MD7L30tbKyQmFhIQ6HQ3S3JBLJNmQMTSKRHJjCwkLq6uq4cePGrvuGhobo6+szoFcSiWQ7UvASieRQfOITn+C1115jYmIid9tvfvMbpqamePLJJw3smUQigVMUopdIJEfLH/zBH/D973+fr3zlK/zzf/7Picfj/Pmf/zm9vb1cvnzZ6O5JJKceOYOXSCSHoqSkhL/+67+mq6uL//E//gf/+3//bx5//HH+/M//XG41lUiOAYqu67rRnZBIJBKJRHK0yBm8RCKRSCQnECl4iUQikUhOIFLwEolEIpGcQKTgJRKJRCI5gUjBSyQSiURyApGCl0gkEonkBCIFL5FIJBLJCUQKXiKRSCSSE4gUvEQikUgkJxApeIlEck/+y3/5L3R2drK8vLzrvsnJSfr6+vjGN75hQM8kEsmdkIKXSCT35Ny5cwBcv359131//Md/jNPp5F/9q38lulsSieQuSMFLJJJ7cubMGQCuXbu24/aXX36ZV155hX/9r/81RUVFRnRNIpHcASl4iURyT1paWvB4PDsEn0wm+eM//mM6Ojr4nd/5HQN7J5FI9kIKXiKR7IszZ84wODhI9gDKv/qrv2J6epr/8B/+AyaTKfe4VCrFN77xDS5evMiFCxf4j//xP5JIJIzqtkRyapGCl0gk++LMmTOEQiEmJydZW1vjf/7P/8njjz/Oo48+uuNx3/rWt3jrrbd48cUX+clPfsL4+Dj/9b/+V4N6LZGcXqTgJRLJvtieaPff/tt/I5FI8O///b/f9bjvfve7/Mt/+S+prKykpKSEr33tazz33HNomia6yxLJqUYKXiKR7IuBgQFUVeW73/0uzz33HF/+8pepr6/f8ZiNjQ2Wlpbo6enJ3dbb25u7XSKRiEMKXiKR7AuXy0VbWxtvvfUWpaWlPPPMM7ses7m5mXtsFrfbveM+iUQiBil4iUSyb/r7+wH4+te/vkPiWZxOJwDhcDh3WygU2nGfRCIRgxS8RCLZF8lkkjfffJO+vj6efvrpPR9TWFhIdXU1N2/ezN02NDSUu10ikYhDCl4ikeyLv/zLv2R+fp7//J//M4qi3PFxX/jCF/jWt77F8vIyfr+fb37zm3zuc59DVeXlRiIRidnoDkgkkuNLIBDg1VdfZWRkhL/4i7/gq1/9KmfPnr3rc5555hkCgQBPPfUUmqbxxBNP8PWvf11MhyUSSQ5Fz1atkEgkktv44Q9/yL/5N/+G0tJSLl++zL/9t/92R1EbiURyfJGCl0gkEonkBCIXxSQSiUQiOYFIwUskEolEcgKRgpdIJBKJ5AQiBS+RSCQSyQlECl4ikUgkkhOIFLxEIpFIJCcQKXiJRCKRSE4gUvASiUQikZxA/n9HT2kTKiJSGwAAAABJRU5ErkJggg==\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "A = [[0.75, -0.25],[-0.25, 0.75]]\n", "x0 = [[-0.1, -0.2], [0, 0.1]]\n", "T = 3\n", "fig2, video2 = phase(A,'Positive Real Eigenvalues', stable=False, pos=[0.35,0.1])\n", "video2" ] }, { "cell_type": "markdown", "id": "bb65a651-5b73-476f-a59b-310003b8f2f8", "metadata": {}, "source": [ "## Example 3" ] }, { "cell_type": "code", "execution_count": 5, "id": "32bc6c39-86a6-4bf0-82a4-923276f28dbe", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Eigenvalues\n", "[ 0.5 -1. ]\n", "\n", "Eigenvectors\n", "[[ 1. -1.]\n", " [ 1. 1.]]\n" ] }, { "data": { "text/plain": "", "text/html": "" }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "A = [[-0.25, 0.75],[0.75, -0.25]]\n", "x0 = [[1.0, -0.8], [-1,0.8],[0.8,-1], [-0.9,0.9]]\n", "T = 5\n", "fig3, video3 = phase(A,'Real Eigenvalues of Oposite Signs', stable=False, pos=[0,0.05])\n", "video3" ] }, { "cell_type": "markdown", "id": "2d20a2f4-02ce-47e4-9b8d-c5160f908489", "metadata": {}, "source": [ "## Example 4" ] }, { "cell_type": "code", "execution_count": 6, "id": "da31b851-8367-46e3-b285-fc1371235f25", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Eigenvalues\n", "[-0.5 -0.5]\n", "\n", "Eigenvectors\n", "[[1.4142 0. ]\n", " [0. 1.4142]]\n" ] }, { "data": { "text/plain": "", "text/html": "" }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "A = [[-0.5, 0],[0, -0.5]]\n", "x0 = [[0.5, 0.5], [-0.8,-0.5]]\n", "T = 8\n", "fig4, video4 = phase(A,'One Repeated Negative Real Eigenvalue', stable=True)\n", "video4" ] }, { "cell_type": "markdown", "id": "6d4df162-bfc5-4267-afc8-6d4df7394513", "metadata": {}, "source": [ "## Example 5" ] }, { "cell_type": "code", "execution_count": 7, "id": "d2064509-5d41-4ea6-b884-5364a67e25f8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Eigenvalues\n", "[0.5 0.5]\n", "\n", "Eigenvectors\n", "[[1.4142 0. ]\n", " [0. 1.4142]]\n" ] }, { "data": { "text/plain": "", "text/html": "" }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "A = [[0.5, 0],[0, 0.5]]\n", "x0 = [[0.5, 0.5], [-0.8,-0.5]]\n", "T = 2\n", "fig5, video5 = phase(A,'One Repeated Positive Real Eigenvalue', stable=False)\n", "video5" ] }, { "cell_type": "markdown", "id": "1253953d-e5a4-4c8f-a407-38771327e826", "metadata": {}, "source": [ "## Example 6" ] }, { "cell_type": "code", "execution_count": 8, "id": "864fe1fc-553b-481b-ab34-9b1f222f0fb6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Eigenvalues\n", "[0.+1.j 0.-1.j]\n", "\n", "Eigenvectors\n", "[[1.+0.j 1.+0.j]\n", " [0.+1.j 0.-1.j]]\n" ] }, { "data": { "text/plain": "", "text/html": "" }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "A = [[0, 1],[-1, 0]]\n", "x0 = [[0.5, 0.5], [-0.8,-0.5]]\n", "T = 8\n", "fig6, video6 = phase(A,'Complex Eigenvalues with Zero Real Part', stable=True)\n", "video6" ] }, { "cell_type": "markdown", "id": "b9d3d83a-08ae-43ae-9ec3-afae4a976ab6", "metadata": {}, "source": [ "## Example 7" ] }, { "cell_type": "code", "execution_count": 9, "id": "5db524f6-cbf8-472a-a43e-0dfd760e4099", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Eigenvalues\n", "[-0.15+0.9887j -0.15-0.9887j]\n", "\n", "Eigenvectors\n", "[[ 1. +0.j 1. +0.j ]\n", " [-0.15+0.9887j -0.15-0.9887j]]\n" ] }, { "data": { "text/plain": "", "text/html": "" }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "A = [[0, 1],[-1, -0.3]]\n", "x0 = [[0.7, 0.7]]\n", "T = 30\n", "fig7, video7 = phase(A,'Complex Eigenvalues with Negative Real Part', stable=True, pos=[0,0.4])\n", "video7" ] }, { "cell_type": "markdown", "id": "32073634-ffc3-4ed8-94c7-7ee01aed6f60", "metadata": {}, "source": [ "## Example 8" ] }, { "cell_type": "code", "execution_count": 10, "id": "9e8db557-8a96-42cb-bc4e-0cfb8240fff2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Eigenvalues\n", "[0.05+0.9987j 0.05-0.9987j]\n", "\n", "Eigenvectors\n", "[[1. +0.j 1. +0.j ]\n", " [0.05+0.9987j 0.05-0.9987j]]\n" ] }, { "data": { "text/plain": "", "text/html": "" }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "A = [[0, 1], [-1, 0.1]]\n", "x0 = [[0.2, 0.2]]\n", "T = 30\n", "fig8, video8 = phase(A,'Complex Eigenvalues with Positive Real Part', stable=False, pos=[0,0.45])\n", "video8" ] }, { "cell_type": "code", "execution_count": 11, "id": "fed16961-2a94-41c0-b8cc-59ead0014704", "metadata": {}, "outputs": [], "source": [ "#for i, fig in enumerate([fig1, fig2, fig3, fig4, fig5, fig6, fig7, fig8], start=1):\n", "# fig.savefig(f'ode-example{i}.pdf', bbox_inches='tight')" ] } ], "metadata": { "kernelspec": { "name": "python3", "language": "python", "display_name": "Python 3 (ipykernel)" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.8" } }, "nbformat": 4, "nbformat_minor": 5 }