247 lines
436 KiB
Plaintext
247 lines
436 KiB
Plaintext
{
|
|
"cells": [
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 1,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"import matplotlib.pyplot as plt\n",
|
|
"import numpy as np"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 1000x800 with 4 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# 10.1.1\n",
|
|
" \n",
|
|
"a = np.logspace(-2, 2, 100)\n",
|
|
"b = np.logspace(-2, 2, 100)\n",
|
|
"A, B = np.meshgrid(a,b)\n",
|
|
"\n",
|
|
"def act_and(a,b):\n",
|
|
" return (a*b/.001) / (1 + a + b + a*b/.001)\n",
|
|
"\n",
|
|
"def act_or(a,b):\n",
|
|
" return a/(1+a) + b/(1+b)\n",
|
|
"\n",
|
|
"def act_nand(a,b):\n",
|
|
" return (1) / (1 + a + b + a*b/.001)\n",
|
|
"\n",
|
|
"def act_xor(a,b):\n",
|
|
" return act_or(a,b) * act_nand(a,b)\n",
|
|
"\n",
|
|
"\n",
|
|
"A_log = np.log10(A)\n",
|
|
"B_log = np.log10(B)\n",
|
|
"\n",
|
|
"fig, axs = plt.subplots(2, 2, figsize=(10, 8), subplot_kw={'projection': '3d'})\n",
|
|
"\n",
|
|
"axs[0, 0].plot_surface(A_log, B_log, act_and(A,B))\n",
|
|
"axs[0, 0].set_title(\"AND\")\n",
|
|
"axs[0, 1].plot_surface(A_log, B_log, act_or(A,B))\n",
|
|
"axs[0, 1].set_title(\"OR\")\n",
|
|
"axs[1, 0].plot_surface(A_log, B_log, act_nand(A,B))\n",
|
|
"axs[1, 0].set_title(\"NAND\")\n",
|
|
"axs[1, 1].plot_surface(A_log, B_log, act_xor(A,B))\n",
|
|
"axs[1, 1].set_title(\"XOR\")\n",
|
|
"\n",
|
|
"\n",
|
|
"for ax in axs.flat:\n",
|
|
" ax.set_xlabel('log(A)')\n",
|
|
" ax.set_ylabel('log(B)')\n",
|
|
" ax.set_zlabel('activity')\n",
|
|
"\n",
|
|
"#plt.tight_layout()\n",
|
|
"\n",
|
|
"# Set title\n",
|
|
"fig.suptitle('Combinatorial transcription logic')\n",
|
|
"\n",
|
|
"# Show the plot\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 18,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAjsAAAHHCAYAAABZbpmkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/OQEPoAAAACXBIWXMAAA9hAAAPYQGoP6dpAABBcklEQVR4nO3deXhTZd7G8Ttb09KVrS0FCgVBAREUBQsootW6oSguqKO4IO/IoliVERURRRh5R2RkWHR0AFcc51XGBUEE1FEQERB1UARBQLBlbQuFNm1y3j/apE2bQgu0SU6/n+vKleTknJNfToDcPOc5z2MxDMMQAACASVmDXQAAAEBdIuwAAABTI+wAAABTI+wAAABTI+wAAABTI+wAAABTI+wAAABTI+wAAABTI+wAAABTI+wAkubOnSuLxaJvvvkm2KX4PPHEE7JYLH7L2rZtq9tvv/2kvk9d7PN4/frrr7JYLJo7d65vWX0dh9rYsWOHIiMj9eWXXwathmC5/fbbFRMTU6N1LRaLnnjiiZP6/pX36f27++uvv57U96ns3HPP1ZgxY+r0PVB3CDsIOd5/vLy3yMhIdezYUSNHjlROTk6wy6tW27Zt/epOTEzUeeedp3fffTco9Xz//fe67rrr1KZNG0VGRqply5a6+OKLNX369KDUYyZPPvmkevXqpT59+tRqu0mTJmnBggV1UxTq1J/+9CfNmDFD2dnZwS4Fx8Ee7AKA6jz55JNKS0tTYWGhvvjiC82aNUsLFy7UDz/8oEaNGgW7vIC6d++uBx54QJK0a9cuvfDCC7r22ms1a9Ys/fGPf6y3OlasWKH+/fsrNTVVd999t5KTk7Vjxw599dVX+utf/6pRo0b51t24caOs1vD6f08wa96zZ4/mzZunefPm1XrbSZMm6brrrtPAgQNPfmEh6MiRI7Lb6/Zn5tZbb9XgwYPldDrr9H2uvvpqxcXFaebMmXryySfr9L1w8hF2ELIuu+wynX322ZKkoUOHqmnTppo6dar+/e9/66abbgpydYG1bNlSf/jDH3zPb7vtNp1yyil67rnn6jXsPP3004qPj9fq1auVkJDg99ru3bv9ntf1j0RdCGbNr732mux2uwYMGFCn71NQUKDo6Og6fY+6FhkZWefvYbPZZLPZ6vx9rFarrrvuOr3yyiuaMGFClVOrCG3h9d85NGgXXnihJGnr1q2SpAsuuEAXXHBBlfVuv/12tW3b1m/Z/Pnz1aNHD8XGxiouLk5du3bVX//61yrbFhUVKSsrS82bN1d0dLSuueYa7dmz57hrTk5OVqdOnXw1f/rpp7JYLPr000/91gvUV+VE/PLLL+rSpUuVoCNJiYmJfs8D9X/57rvv1K9fP0VFRalVq1aaOHGi5syZU6VvRNu2bXXllVfqiy++UM+ePRUZGal27drplVde8dvf/v379eCDD6pr166KiYlRXFycLrvsMq1fv/64Pl/lmr2nPr/88stjfn8ej0dPPPGEUlJS1KhRI/Xv318bNmyocT+gBQsWqFevXlX6rWzatEmDBg1ScnKyIiMj1apVKw0ePFh5eXmSSvuaFBQUaN68eb5Tnd738/ZL2rBhg26++WY1btxYffv2lSSVlJToqaeeUvv27eV0OtW2bVs98sgjKioqqnJMavJdSDX/fo9my5YtyszMVHR0tFJSUvTkk0/KMAy/dSr3r/F+zs2bN+v2229XQkKC4uPjdccdd+jw4cN+2xYVFen+++9X8+bNFRsbq6uuukq//fZblToC9dmpq2Nx8cUXa9u2bfr2229rdIwQOmjZQdj45ZdfJElNmzat1XZLlizRTTfdpIsuukjPPPOMJOnHH3/Ul19+qfvuu89v3VGjRqlx48YaP368fv31V02bNk0jR47UW2+9dVw1FxcXa8eOHbWu+US1adNGK1eu1A8//KDTTz+9Vtvu3LlT/fv3l8Vi0dixYxUdHa2XXnqp2taUzZs367rrrtNdd92lIUOG6B//+Iduv/129ejRQ126dJFU+sO4YMECXX/99UpLS1NOTo5eeOEF9evXTxs2bFBKSsoJf2apZt/f2LFjNWXKFA0YMECZmZlav369MjMzVVhYeMz9FxcXa/Xq1brnnnv8lrtcLmVmZqqoqEijRo1ScnKydu7cqQ8++EC5ubmKj4/Xq6++qqFDh6pnz54aNmyYJKl9+/Z++7n++uvVoUMHTZo0yRcchg4dqnnz5um6667TAw88oFWrVmny5Mn68ccfq/QHq8l3UdvvNxC3261LL71U5557rqZMmaJFixZp/PjxKikpqdEpnhtuuEFpaWmaPHmy1q5dq5deekmJiYm+v5/ez/3aa6/p5ptvVu/evbVs2TJdccUVNa6xLo5Fjx49JElffvmlzjzzzBrXghBgACFmzpw5hiTjk08+Mfbs2WPs2LHDmD9/vtG0aVMjKirK+O233wzDMIx+/foZ/fr1q7L9kCFDjDZt2vie33fffUZcXJxRUlJyzPfMyMgwPB6Pb/n9999v2Gw2Izc395h1t2nTxrjkkkuMPXv2GHv27DHWr19vDB482JBkjBo1yjAMw1i+fLkhyVi+fLnftlu3bjUkGXPmzPEtGz9+vFH5r2ibNm2MIUOGHLOWjz/+2LDZbIbNZjPS09ONMWPGGIsXLzZcLlfAuivuc9SoUYbFYjHWrVvnW7Zv3z6jSZMmhiRj69atfttKMj7//HPfst27dxtOp9N44IEHfMsKCwsNt9td5TM7nU7jySefPOHjUNPvLzs727Db7cbAgQP99vfEE08Yko55bDdv3mxIMqZPn+63fN26dYYk4+233z7q9tHR0QHfw/sZb7rpJr/l3377rSHJGDp0qN/yBx980JBkLFu2zLespt9Fbb7fQIYMGeL3Z9owDMPj8RhXXHGFERERYezZs8e3XJIxfvz4Kp/zzjvv9NvnNddcYzRt2rTK5x4+fLjfejfffHOVfXq/++P5c3k8xyIiIsK45557qj0+CE2cxkLIysjIUPPmzdW6dWsNHjxYMTExevfdd9WyZcta7SchIUEFBQVasmTJMdcdNmyY37n48847T263W9u2bavRe3388cdq3ry5mjdvrm7duuntt9/Wrbfe6vc/1vpw8cUXa+XKlbrqqqu0fv16TZkyRZmZmWrZsqXee++9o267aNEipaenq3v37r5lTZo00S233BJw/c6dO+u8887zPW/evLlOPfVUbdmyxbfM6XT6OhS73W7t27dPMTExOvXUU7V27doT+KT+jvX9LV26VCUlJRo+fLjfdhU7bB/Nvn37JEmNGzf2Wx4fHy9JWrx4cZXTMbVRuV/XwoULJUlZWVl+y72d4D/88EO/5TX5Lmr7/VZn5MiRvscWi0UjR46Uy+XSJ598csxtK3/O8847T/v27VN+fr6k8s997733+q03evToGtdXV8eicePG2rt3b43rQGgg7CBkzZgxQ0uWLNHy5cu1YcMGXx+B2ho+fLg6duyoyy67TK1atdKdd96pRYsWBVw3NTXV77n3R+3AgQOSpLy8PGVnZ/tu+/fv91u/V69eWrJkiT755BOtWLFCe/fu1SuvvKKoqKha130sbrfbr5bs7Gy5XC7f6+ecc47eeecdHThwQF9//bXGjh2rgwcP6rrrrtOGDRuq3e+2bdt0yimnVFkeaJlU9ZhJpcfNe8yk0n4yzz33nDp06CCn06lmzZqpefPm+u6773x9Wk6GY31/3tBT+bM0adKkSoA5GqNS35S0tDRlZWXppZdeUrNmzZSZmakZM2bU+rOlpaX5Pd+2bZusVmuVepOTk5WQkFAlhNfku6jt9xuI1WpVu3bt/JZ17NhRkmrU56cm35PVaq1ymu/UU0+tcY11dSwMw6Bzchgi7CBk9ezZUxkZGbrgggvUqVOnKpcaV/cPjtvt9nuemJiob7/9Vu+9956uuuoqLV++XJdddpmGDBlSZdvqrurw/rjdd999atGihe927bXX+q3XrFkzZWRk6KKLLlJ6enqVDsI1rbkmduzY4VdLixYttGLFiirrRURE6JxzztGkSZM0a9YsFRcX6+233671+1XnWMdMKr3kOisrS+eff75ee+01LV68WEuWLFGXLl3k8XjqtZYT4e17VfEH0+vZZ5/Vd999p0ceeURHjhzRvffeqy5dugTsVFud6kJxTX9c6/rznyz1UWddvUdubq6aNWt2QvtA/aODMsJW48aN/ZqkvQKdcoqIiNCAAQM0YMAAeTweDR8+XC+88ILGjRtXq//Rjhkzxu/S8tq0BlRcPzc395g1H0tycnKVU3PdunU76jbeS/l///33atdp06aNNm/eXGV5oGU19a9//Uv9+/fXyy+/7Le8vn842rRpI6n0s1RsRdm3b1/AAFNZamqqoqKifFfXVda1a1d17dpVjz32mFasWKE+ffpo9uzZmjhxoqSah5aK9Xo8Hm3atEmdOnXyLc/JyVFubq7v89R2nyf6/Xo8Hm3ZssXXmiNJP//8syRVuRLyeHg/9y+//OLXmrNx48YT3nfl96nNsdi5c6dcLpffd4HwQMsOwlb79u31008/+V1avH79+ipD+Hv7WXhZrVadccYZklTl8t1j6dy5szIyMnw379UZNdWmTRvZbDZ9/vnnfstnzpxZq/1IpWOYVKwlIyPDF6aWL18e8H+w3r4QRzsdkJmZqZUrV/pdXrt//369/vrrta7Ry2azVann7bff1s6dO497n8fjoosukt1u16xZs/yW/+1vf6vR9g6HQ2effXaVaUXy8/NVUlLit6xr166yWq1+f8aio6OrBN2jufzyyyVJ06ZN81s+depUSarV1UleJ+v7rXjMDMPQ3/72NzkcDl100UW1rqmyyy67TJL0/PPP+y2vfBxOVG2PxZo1ayRJvXv3Pql1oO7RsoOwdeedd2rq1KnKzMzUXXfdpd27d2v27Nnq0qWLr6OjVHoJ6/79+3XhhReqVatW2rZtm6ZPn67u3bvX+//Q4uPjdf3112v69OmyWCxq3769PvjggyoD/Z2oUaNG6fDhw7rmmmt02mmnyeVyacWKFXrrrbfUtm1b3XHHHdVuO2bMGL322mu6+OKLNWrUKN/luKmpqdq/f/9x9Ve48sor9eSTT+qOO+5Q79699f333+v111+v0u+jriUlJem+++7Ts88+q6uuukqXXnqp1q9fr48++kjNmjWr0We7+uqr9eijjyo/P19xcXGSpGXLlmnkyJG6/vrr1bFjR5WUlOjVV1+VzWbToEGDfNv26NFDn3zyiaZOnaqUlBSlpaWpV69e1b5Xt27dNGTIEL344ovKzc1Vv3799PXXX2vevHkaOHCg+vfvX+tjcDK+38jISC1atEhDhgxRr1699NFHH+nDDz/UI488oubNm9e6psq6d++um266STNnzlReXp569+6tpUuXnlDrYiC1PRZLlixRamoql52HIVp2ELY6deqkV155RXl5ecrKytJ7772nV199VWeddZbfen/4wx8UGRmpmTNnavjw4Zo3b55uvPFGffTRR0GZcmD69Om6+uqrNXv2bD322GNKTU09rqkHjuYvf/mL+vfvr4ULFyorK0tZWVn6+uuvNXz4cK1atSrgYINerVu31vLly9WpUydNmjRJ06ZN05AhQ3TnnXdKOr5RcR955BE98MADWrx4se677z6tXbtWH374oVq3bn28H/G4PfPMMxo3bpxWr16tBx98UJs3b9bHH38swzBq9NluvfVWud1uv6vaunXrpszMTL3//vvKysrSE088oZiYGH300Uc699xzfetNnTpVPXr00GOPPaabbrqpSgtTIC+99JImTJig1atXa/To0Vq2bJnGjh2r+fPnH9fnPxnfr81m06JFi5Sdna2HHnpIq1ev1vjx4/XUU08dV02B/OMf/9C9996rRYsWacyYMSouLq5y9dmJqs2x8Hg8+r//+z/ddtttdFAOQxYj1HquAQhJo0eP1gsvvKBDhw7Vy/D89Sk3N1eNGzfWxIkT9eijjx5z/bvuuks///yz/vOf/9RDdfXDzN9vbQU6FgsWLNDNN9+sX375RS1atAhyhagtWnYAVHHkyBG/5/v27dOrr76qvn37hv0PYeXPJpX3BQk0/Ugg48eP1+rVq6v0DwsXZv5+a6umx+KZZ57RyJEjCTphipYdAFV0797dd8l/Tk6OXn75Ze3atUtLly7V+eefH+zyTsjcuXM1d+5cXX755YqJidEXX3yhN998U5dccokWL14c7PLqhZm/39riWDQMdFAGUMXll1+uf/3rX3rxxRdlsVh01lln6eWXXzbFP/5nnHGG7Ha7pkyZovz8fF+nZe/l4Q2Bmb/f2uJYNAy07AAAAFOjzw4AADA1wg4AADA1+uyodPyEXbt2KTY2lvETAAAIE4Zh6ODBg0pJSTnquGmEHUm7du0KyuBmAADgxO3YsUOtWrWq9nXCjqTY2FhJpQfLO/w7AAAIbfn5+WrdurXvd7w6hB2Vz0QcFxdH2AEAIMwcqwsKHZQBAICpEXYAAICpEXYAAICpEXYAAICpEXYAAICpEXYAAICpEXYAAICpEXYAAICpBTXsfP755xowYIBSUlJksVi0YMECv9cNw9Djjz+uFi1aKCoqShkZGdq0aZPfOvv379ctt9yiuLg4JSQk6K677tKhQ4fq8VMAAIBQFtSwU1BQoG7dumnGjBkBX58yZYqef/55zZ49W6tWrVJ0dLQyMzNVWFjoW+eWW27Rf//7Xy1ZskQffPCBPv/8cw0bNqy+PgIAAAhxFsMwjGAXIZUO9fzuu+9q4MCBkkpbdVJSUvTAAw/owQcflCTl5eUpKSlJc+fO1eDBg/Xjjz+qc+fOWr16tc4++2xJ0qJFi3T55Zfrt99+U0pKSo3eOz8/X/Hx8crLy2O6CAAAwkRNf79Dts/O1q1blZ2drYyMDN+y+Ph49erVSytXrpQkrVy5UgkJCb6gI0kZGRmyWq1atWpVtfsuKipSfn6+3w0AAJhTyE4Emp2dLUlKSkryW56UlOR7LTs7W4mJiX6v2+12NWnSxLdOIJMnT9aECRNOcsVVZecVym0Yslokm8Uiq9Uiq8VS9liyeZ+X3Vstx57MDAAA1E7Ihp26NHbsWGVlZfmee6eIP9lufukrbdlTUKttrBb/EGSzWGQpW1Y5HJUvU4BlgZd792m1WmS3lt7b/PapKuvZLBbZbOXrVd6Hd1u7reze6v+azffYWrZ/q/++Kqxrt1VYt+x97ZXXsVp9z61WwiEA4OhCNuwkJydLknJyctSiRQvf8pycHHXv3t23zu7du/22Kykp0f79+33bB+J0OuV0Ok9+0ZVE2Kxy2q3yGIbcHkOeGvSO8hiSx21IComuVCHPapFf+LHbSoOSvUJwstsqPq/0uOzeYStdz+F9zWZVhG87qyLKltltFkXYrHKUPXZ41/M+tlt9r0fYS/frtFd8XvpnwrseLXkAUPdCNuykpaUpOTlZS5cu9YWb/Px8rVq1Svfcc48kKT09Xbm5uVqzZo169OghSVq2bJk8Ho969eoVrNJ9Fo0+3++5YZQGnvLwU3bvKVtmGPJ4Su+PtdxdZR9GpWXyf90wVOL235fHU/qa21Cl/Zc/dnsfu6vW4fYYKilbv8RTvsxj+D/324/Hf9vSe488HqnE45Hbd++/jruapOgxJJfbI7nr4xs9+SLsVjltVjkdVjntttLn3pvDVvbYpkiHVVEOmyIdFR5H2NTIYVNUROnyRhF2NYqwld1KH0c77Yp22uS024L9UQEgaIIadg4dOqTNmzf7nm/dulXffvutmjRpotTUVI0ePVoTJ05Uhw4dlJaWpnHjxiklJcV3xVanTp106aWX6u6779bs2bNVXFyskSNHavDgwTW+Eqs+WSwW2SySTRY5+O2pFcOoFJDKwpc3GJW4va95VFL2vNhd+lqxu3SbYo+ndDuPp3yZ27t+6bKSstdKyh673B7fvkqXe3yPi8sel3gMuUrK13WVlC4vKrt3uT0qLnu92O0f2lwlHrlKPDpYVLfHz2GzKMZpV7TTrthIh2Ij7YqLLH0cH+VQXFTpfXyUQwlRDjWJiVDT6Ag1iY5QjNNOCxSAsBbUS88//fRT9e/fv8ryIUOGaO7cuTIMQ+PHj9eLL76o3Nxc9e3bVzNnzlTHjh196+7fv18jR47U+++/L6vVqkGDBun5559XTExMjevg0nPUF4/HkKssALlKSgNR6b3b97ywuPRxYXHpcu/9keLSx4XFbh1xuVVY7NbhYrcKXaWvFbjcOuIq0WGXW4ddbhUUlaioxHPCNUfYrGoaE6HEWKeax0YqMc6ppNhIpSREqmXjKLVKaKTk+EhF2EP24k4AJlXT3++QGWcnmAg7MKsSt0cFZcGnoKhEB4tKdLCwRAcLi333eUe8txLlHnYp93Cx9he4tL/ApSPFNTs/aLFIKfFRap8Yo/bNo9WueYxOaR6jLi3jFBfpqONPCaChqunvd8j22QFw4uw2q+KjrIqPOr7AccTl1v7DLu05WKTd+YXafbBIuw8WKSevULvyjmjngSP6LfeIXCUe7cw9op25R/T5z3v89tGuebS6tUrQGa3idXabJuqSEsdVdADqFS07omUHOBEej6G9BUX6de9hbdlzSL/sOaRf9hTo55yD+u3AkSrrN491qv+pzXXhaUnq26GZYpz8nwvA8eE0Vi0QdoC6sb/ApfW/5eq7HXla/1uuVm3ZpwJX+amxCJtVl3dN1tDz2un0lvFBrBRAOCLs1AJhB6gfRSVurd56QEt/ytGyn3Zr277Dvtf6nNJUw85vr/M7NOPqLwA1QtipBcIOUP8Mw9APO/P10hdb9MF3v/vGUuqSEqe/Dj5TpyTW/IpKAA0TYacWCDtAcP124LDmfPmr5n+9XQUut2Kcdj17Qzdldql+JHQACPtZzwE0HK0aN9K4Kzvr04f6q2daEx0qKtH/vLpGz368sdrRswGgpgg7AEJG81inXh/aS3f0aStJmr5ss+6at1p5h4uDWxiAsEbYARBSHDarxg/ooudu7Can3apPN+7R8DfWiDPuAI4XYQdASLrmzFb61x97y2m36svN+/TxhpxglwQgTBF2AISsrq3iNfS8NEnS5IU/ynUS5voC0PAQdgCEtHsuOEXNY536dd9hvbLy12CXAyAMEXYAhLQYp10PXXKqJOmvSzdpf4EryBUBCDeEHQAhb1CPVurcIk4HC0s07ZOfg10OgDBD2AEQ8mxWi8Zd2VmS9Pqq7dqUczDIFQEIJ4QdAGEhvX1TXdI5SW6PoYkf/hjscgCEEcIOgLDxyOWd5LBZ9NnPe7R2+4FglwMgTBB2AISNts2idX6H5pKk/+7KD3I1AMIFYQdAWGnTNFqStH1fQZArARAuCDsAwkrbZo0kSb/uOxzkSgCEC8IOgLCS2qQ07Gwn7ACoIcIOgLDStuw01rb9BUwOCqBGCDsAwkrLxlGyWS0qLPZo98GiYJcDIAwQdgCEFYfNqpSESEnSNk5lAagBwg6AsOM7lcUVWQBqgLADIOx4OynTsgOgJgg7AMJOm6ZlYWc/YQfAsRF2AIQdBhYEUBuEHQBhx9uyw8CCAGqCsAMg7Hj77OQdKVbe4eIgVwMg1BF2AISdRhF2JcY6JZUOLggAR0PYARCWOJUFoKYIOwDCEp2UAdQUYQdAWGrThJYdADVD2AEQllKbMvs5gJoh7AAISxVnPweAoyHsAAhL3g7KOflFOuJyB7kaAKGMsAMgLCU0ilBcpF2StJ1pIwAcBWEHQNhq24zZzwEcG2EHQNhi9nMANUHYARC2ymc/p2UHQPUIOwDClndgQVp2ABwNYQdA2GrDaSwANUDYARC2vB2Ud+YeUbHbE+RqAIQqwg6AsJUY61Skwyq3x9DOA0eCXQ6AEEXYARC2LBZL+RVZjLUDoBqEHQBhjdnPARwLYQdAWGP2cwDHQtgBENZ8Y+0QdgBUg7ADIKylek9jMbAggGoQdgCEtfgohySpoIiZzwEERtgBENbsVoskMc4OgGoRdgCEtQh76T9jJR4jyJUACFWEHQBhjZYdAMdC2AEQ1hy2spYdNy07AAIj7AAIa3ZbactOiYeWHQCBEXYAhDW7tfSfsWK3IcOgdQdAVSEddtxut8aNG6e0tDRFRUWpffv2euqpp/z+QTMMQ48//rhatGihqKgoZWRkaNOmTUGsGkB9cpS17Eh0UgYQWEiHnWeeeUazZs3S3/72N/3444965plnNGXKFE2fPt23zpQpU/T8889r9uzZWrVqlaKjo5WZmanCwsIgVg6gvtht5f+M0W8HQCD2YBdwNCtWrNDVV1+tK664QpLUtm1bvfnmm/r6668llbbqTJs2TY899piuvvpqSdIrr7yipKQkLViwQIMHDw5a7QDqR8WWnWKPR1GyBbEaAKEopFt2evfuraVLl+rnn3+WJK1fv15ffPGFLrvsMknS1q1blZ2drYyMDN828fHx6tWrl1auXFntfouKipSfn+93AxCeHFZadgAcXUi37Dz88MPKz8/XaaedJpvNJrfbraefflq33HKLJCk7O1uSlJSU5LddUlKS77VAJk+erAkTJtRd4QDqjdVqkdUieQyphLF2AAQQ0i07//znP/X666/rjTfe0Nq1azVv3jz95S9/0bx5805ov2PHjlVeXp7vtmPHjpNUMYBg8PbbKaaDMoAAQrpl56GHHtLDDz/s63vTtWtXbdu2TZMnT9aQIUOUnJwsScrJyVGLFi182+Xk5Kh79+7V7tfpdMrpdNZp7QDqj8NqkUu07AAILKRbdg4fPiyr1b9Em80mT9ngYWlpaUpOTtbSpUt9r+fn52vVqlVKT0+v11oBBI+vZYewAyCAkG7ZGTBggJ5++mmlpqaqS5cuWrdunaZOnao777xTkmSxWDR69GhNnDhRHTp0UFpamsaNG6eUlBQNHDgwuMUDqDfeK7KK6aAMIICQDjvTp0/XuHHjNHz4cO3evVspKSn6n//5Hz3++OO+dcaMGaOCggINGzZMubm56tu3rxYtWqTIyMggVg6gPnlHUeZqLACBWAzGV1d+fr7i4+OVl5enuLi4YJcDoJbOm7JMO/Yf0TvDe+us1MbBLgdAPanp73dI99kBgJpw0LID4CgIOwDCnm/mczooAwiAsAMg7PlmPmecHQABEHYAhD0HLTsAjoKwAyDsMc4OgKMh7AAIe3Yr4+wAqB5hB0DYi7CXXY3loWUHQFWEHQBhj5YdAEdD2AEQ9rx9dhhnB0AghB0AYc93NRansQAEQNgBEPZ84+zQsgMgAMIOgLBn9816TssOgKoIOwDCXvncWIQdAFURdgCEPYedq7EAVI+wAyDsefvs0EEZQCCEHQBhr3xuLFp2AFRF2AEQ9srnxiLsAKiKsAMg7DmsjLMDoHqEHQBhj5YdAEdD2AEQ9hhnB8DREHYAhL0IG+PsAKgeYQdA2PPNeu7hNBaAqgg7AMKenZYdAEdB2AEQ9hhnB8DREHYAhD3frOecxgIQAGEHQNiz+1p2OI0FoCrCDoCw5/CNs0PYAVAVYQdA2HMwqCCAoyDsAAh7vtNYTBcBIADCDoCw57B6Lz2nZQdAVYQdAGGP6SIAHA1hB0DY842zw6XnAAIg7AAIe3ZOYwE4CsIOgLDnPY3l4jQWgAAIOwDCHrOeAzgawg6AsFc+ESinsQBURdgBEPbs1rKrsRhnB0AAhB0AYc9Byw6AoyDsAAh79gqXnhsGgQeAP8IOgLDnHUFZYqwdAFURdgCEPW/LjsSpLABVEXYAhL2KYYexdgBURtgBEPb8TmMRdgBUQtgBEPasVotsVubHAhAYYQeAKfjG2qFlB0AlhB0ApsBYOwCqQ9gBYArlY+3QsgPAH2EHgCnYyzopF9OyA6ASwg4AU3DY6LMDIDDCDgBT8PbZoWUHQGWEHQCm4OuzQ8sOgEoIOwBMwTuwIOPsAKiMsAPAFOz02QFQDcIOAFOwM84OgGoQdgCYgsPKODsAAiPsADCF8tNYtOwA8EfYAWAK5Zee07IDwF/Ih52dO3fqD3/4g5o2baqoqCh17dpV33zzje91wzD0+OOPq0WLFoqKilJGRoY2bdoUxIoBBANzYwGoTkiHnQMHDqhPnz5yOBz66KOPtGHDBj377LNq3Lixb50pU6bo+eef1+zZs7Vq1SpFR0crMzNThYWFQawcQH3zzXpOnx0AldiDXcDRPPPMM2rdurXmzJnjW5aWluZ7bBiGpk2bpscee0xXX321JOmVV15RUlKSFixYoMGDB9d7zQCCg5YdANUJ6Zad9957T2effbauv/56JSYm6swzz9Tf//533+tbt25Vdna2MjIyfMvi4+PVq1cvrVy5MhglAwgSxtkBUJ2QDjtbtmzRrFmz1KFDBy1evFj33HOP7r33Xs2bN0+SlJ2dLUlKSkry2y4pKcn3WiBFRUXKz8/3uwEIb3ZGUAZQjZA+jeXxeHT22Wdr0qRJkqQzzzxTP/zwg2bPnq0hQ4Yc934nT56sCRMmnKwyAYQAB3NjAahGSLfstGjRQp07d/Zb1qlTJ23fvl2SlJycLEnKycnxWycnJ8f3WiBjx45VXl6e77Zjx46TXDmA+ubts+Oizw6ASkI67PTp00cbN270W/bzzz+rTZs2kko7KycnJ2vp0qW+1/Pz87Vq1Sqlp6dXu1+n06m4uDi/G4DwxqznAKoT0qex7r//fvXu3VuTJk3SDTfcoK+//lovvviiXnzxRUmSxWLR6NGjNXHiRHXo0EFpaWkaN26cUlJSNHDgwOAWD6Be+a7Gos8OgEpCOuycc845evfddzV27Fg9+eSTSktL07Rp03TLLbf41hkzZowKCgo0bNgw5ebmqm/fvlq0aJEiIyODWDmA+uYbZ4eWHQCVWAzDaPD/DcrPz1d8fLzy8vI4pQWEqalLftbzSzfp1nPb6KmBpwe7HAD1oKa/3yHdZwcAaopZzwFUh7ADwBTsvolAG3xjNYBKCDsATMHBCMoAqkHYAWAKzI0FoDqEHQCmwNxYAKpD2AFgCg7mxgJQDcIOAFOgZQdAdQg7AEzBTp8dANUg7AAwBcbZAVAdwg4AU3Awzg6AahB2AJgCfXYAVIewA8AUGGcHQHUIOwBMwTfrOX12AFRC2AFgClyNBaA6hB0ApuCdG6uEPjsAKiHsADAFe9kIysWMoAygEsIOAFOgZQdAdQg7AEyBcXYAVIewA8AUGGcHQHUIOwBMwTfODn12AFRC2AFgCt5xdtweQ4ZB4AFQjrADwBS84+xI9NsB4I+wA8AUvFdjScx8DsAfYQeAKXjH2ZFo2QHgr1Zh56KLLtI777xT7et79+5Vu3btTrgoAKgtv5YdrsgCUEGtws7y5ct1ww03aPz48QFfd7vd2rZt20kpDABqw2KxlE8GSssOgApqfRpr1qxZmjZtmq655hoVFBTURU0AcFwYawdAILUOO1dffbW++uor/fe//9W5556rLVu21EVdAFBrDitj7QCo6rg6KHfq1EmrV69W69atdc455+iTTz452XUBQK3ZmR8LQADHfTVWfHy8PvzwQ9199926/PLL9dxzz53MugCg1uzMjwUgAHttVrZYLFWe//nPf1b37t01dOhQLVu27KQWBwC14SjroMw4OwAqqlXLTnVDsA8ePFhffPGFvv/++5NSFAAcD4edlh0AVdWqZWf58uVq0qRJwNe6d++uNWvW6MMPPzwphQFAbZVfek7LDoBytQo7/fr1O+rrTZs21W233XZCBQHA8fLNfE7LDoAKmC4CgGn4xtmhzw6ACgg7AEzDOz8WLTsAKiLsADANB+PsAAiAsAPANLwtO8WMoAygAsIOANPwXnpOyw6Aigg7AEzDwaXnAAIg7AAwjfJZzzmNBaAcYQeAadhtnMYCUBVhB4BplM+NRcsOgHKEHQCmwaznAAIh7AAwDcbZARAIYQeAaXjnxmKcHQAVEXYAmEb5dBG07AAoR9gBYBoOG+PsAKiKsAPANBhnB0AghB0ApuE7jeWhZQdAOcIOANMovxqLlh0A5Qg7AEyDcXYABELYAWAadt8IypzGAlCOsAPANCLs3kvPadkBUI6wA8A0vB2UXVx6DqACwg4A07AzXQSAAAg7AEzDdzUW00UAqICwA8A0vKexGEEZQEVhFXb+/Oc/y2KxaPTo0b5lhYWFGjFihJo2baqYmBgNGjRIOTk5wSsSQNAwzg6AQMIm7KxevVovvPCCzjjjDL/l999/v95//329/fbb+uyzz7Rr1y5de+21QaoSQDD5WnY4jQWggrAIO4cOHdItt9yiv//972rcuLFveV5enl5++WVNnTpVF154oXr06KE5c+ZoxYoV+uqrr4JYMYBgcNiZ9RxAVWERdkaMGKErrrhCGRkZfsvXrFmj4uJiv+WnnXaaUlNTtXLlymr3V1RUpPz8fL8bgPDnsHIaC0BV9mAXcCzz58/X2rVrtXr16iqvZWdnKyIiQgkJCX7Lk5KSlJ2dXe0+J0+erAkTJpzsUgEEWfl0EbTsACgX0i07O3bs0H333afXX39dkZGRJ22/Y8eOVV5enu+2Y8eOk7ZvAMHjHWenmOkiAFQQ0mFnzZo12r17t8466yzZ7XbZ7XZ99tlnev7552W325WUlCSXy6Xc3Fy/7XJycpScnFztfp1Op+Li4vxuAMKfw8p0EQCqCunTWBdddJG+//57v2V33HGHTjvtNP3pT39S69at5XA4tHTpUg0aNEiStHHjRm3fvl3p6enBKBlAEPladgg7ACoI6bATGxur008/3W9ZdHS0mjZt6lt+1113KSsrS02aNFFcXJxGjRql9PR0nXvuucEoGUAQlY+gzGksAOVCOuzUxHPPPSer1apBgwapqKhImZmZmjlzZrDLAhAEDhunsQBUFXZh59NPP/V7HhkZqRkzZmjGjBnBKQhAyOBqLACBhHQHZQCoDe84O4QdABURdgCYhrdlx2NIHqaMAFCGsAPANLxXY0mMtQOgHGEHgGl4x9mR6KQMoBxhB4BpVGzZIewA8CLsADANu5XTWACqIuwAMA2LxVI+sCAtOwDKEHYAmIrdylg7APwRdgCYSvn8WIQdAKUIOwBMxTdlBOPsAChD2AFgKnZGUQZQCWEHgKkwGSiAygg7AEzFdzUWl54DKEPYAWAq5TOf07IDoBRhB4CpePvscBoLgBdhB4CpOGyMswPAH2EHgKkwzg6Aygg7AEzFO/M54+wA8CLsADAVWnYAVEbYAWAqjLMDoDLCDgBTYZwdAJURdgCYSvms57TsAChF2AFgKvTZAVAZYQeAqdBnB0BlhB0ApuKb9Zw+OwDKEHYAmIqdlh0AlRB2AJiK72os+uwAKEPYAWAqvrmxGEEZQBnCDgBTsdOyA6ASwg4AU3Ewzg6ASgg7AEyFcXYAVEbYAWAqjLMDoDLCDgBTYZwdAJURdgCYCuPsAKiMsAPAVCKY9RxAJYQdAKbibdnhaiwAXoQdAKbi7bPDODsAvAg7AEzFQcsOgEoIOwBMhXF2AFRG2AFgKvayEZRLmBsLQBnCDgBTYdZzAJURdgCYCn12AFRG2AFgKnbG2QFQCWEHgKkwNxaAygg7AEyFubEAVEbYAWAqvj47JbTsAChF2AFgKvTZAVAZYQeAqXjH2eFqLABehB0AphLh66BMyw6AUoQdAKbimy6CEZQBlCHsADAVOyMoA6iEsAPAVBxlfXY8huSmdQeACDsATMbbsiMx8zmAUoQdAKbiHWdHYuZzAKUIOwBMxTuCskS/HQClCDsATMVmtchSlncYaweARNgBYDIWi8XXSZlRlAFIIR52Jk+erHPOOUexsbFKTEzUwIEDtXHjRr91CgsLNWLECDVt2lQxMTEaNGiQcnJyglQxgFBQfvk5LTsAQjzsfPbZZxoxYoS++uorLVmyRMXFxbrkkktUUFDgW+f+++/X+++/r7ffflufffaZdu3apWuvvTaIVQMINt/M5/TZASDJHuwCjmbRokV+z+fOnavExEStWbNG559/vvLy8vTyyy/rjTfe0IUXXihJmjNnjjp16qSvvvpK5557bjDKBhBkvpnPadkBoBBv2aksLy9PktSkSRNJ0po1a1RcXKyMjAzfOqeddppSU1O1cuXKoNQIIPh8U0bQsgNAId6yU5HH49Ho0aPVp08fnX766ZKk7OxsRUREKCEhwW/dpKQkZWdnV7uvoqIiFRUV+Z7n5+fXSc0AgsPu66BMyw6AMGrZGTFihH744QfNnz//hPc1efJkxcfH+26tW7c+CRUCCBURdmY+B1AuLMLOyJEj9cEHH2j58uVq1aqVb3lycrJcLpdyc3P91s/JyVFycnK1+xs7dqzy8vJ8tx07dtRV6QCCoLyDMi07AEI87BiGoZEjR+rdd9/VsmXLlJaW5vd6jx495HA4tHTpUt+yjRs3avv27UpPT692v06nU3FxcX43AOZhtzHODoById1nZ8SIEXrjjTf073//W7Gxsb5+OPHx8YqKilJ8fLzuuusuZWVlqUmTJoqLi9OoUaOUnp7OlVhAA+ZgnB0AFYR02Jk1a5Yk6YILLvBbPmfOHN1+++2SpOeee05Wq1WDBg1SUVGRMjMzNXPmzHquFEAoYZwdABWFdNgxjGP/rywyMlIzZszQjBkz6qEiAOHAzjg7ACoI6T47AHA8fKex6LMDQIQdACbkHWeHlh0AEmEHgAl5p4tgnB0AEmEHgAlF2EtPY7kIOwBE2AFgQs1jnJKk3/MKg1wJgFBA2AFgOq2bNJIkbd9/OMiVAAgFhB0AptOmabQkafs+wg4Awg4AE0qlZQdABYQdAKbTukmUJCnvSLHyDhcHuRoAwUbYAWA6jSLsah5b2kmZ1h0AhB0ApsSpLABehB0AptSmLOxs218Q5EoABBthB4ApeS8/30HLDtDgEXYAmFKbpmUtO1x+DjR4hB0ApkSfHQBehB0ApuQNO7tyj8hVwhxZQENG2AFgSs1jnYp0WOUxSgMPgIaLsAPAlCwWC6eyAEgi7AAwsdQmpXNkbSPsAA0aYQeAaaVy+TkAEXYAmFhq2RxZ2/YxsCDQkBF2AJhWm6alp7G276eDMtCQEXYAmJZ3FOXt+wpkGEaQqwEQLIQdAKbVqnGULBapwOXW/gJXsMsBECSEHQCmFemwKTkuUhJXZAENGWEHgKkxISgAwg4AU2vj67dD2AEaKsIOAFPzjrXDaSyg4SLsADC11KZMGQE0dIQdAKaWymksoMEj7AAwNe/Agtn5hSosdge5GgDBQNgBYGqNGzkU47RLkn47QOsO0BARdgCYmsViKR9JmX47QINE2AFgelx+DjRshB0Apue9IovLz4GGibADwPRSGUUZaNAIOwBMzzewIKexgAaJsAPA9NqWXX7+674CZecVBrkaAPWNsAPA9Fo3idLZbRqr2G3ofxdvDHY5AOoZYQeA6VksFj12ZWdJ0v+t/U3f/5YX5IoA1CfCDoAGoXvrBA3sniJJeurDDTIMI8gVAagvhB0ADcaYS09TpMOqr7fu1+L/Zge7HAD1hLADoMFISYjSsPPaSZImLfxJRSXMlQU0BIQdAA3K//Rrr8RYp7bvP6xXVmwLdjkA6gFhB0CDEu2068HMUyVJzy/bpH2HioJcEYC6RtgB0OBcd1YrdUmJ08HCEv3h5a+ZMwswOcIOgAbHarXomUFnqFlMhH78PV9XTv+Plm/cHeyyANQRwg6ABun0lvF6f1RfnZmaoPzCEt05d7WeX7pJHg+XpANmQ9gB0GC1iI/S/GHn6pZeqTIMaeqSnzVkztf65tf9jMMDmIjF4G+08vPzFR8fr7y8PMXFxQW7HABB8M9vduixBT/IVeKRVDoI4dDz0nRpl2TZbfy/EAhFNf39JuyIsAOg1C97Dunvn2/RO+t2+kJPy4QoXdmthS7omKiz2zaWg+ADhAzCTi0QdgBUtPdQkV77apteXblN+wpcvuUxTrv6ntJMfTs0U7dWCeqYHCOn3RbESoGGjbBTC4QdAIEUFrv18YYcffrTbn328x6/4CNJDptFpybHqmvLeHVIjFVas2ilNYtWq8ZRnPoC6gFhpxYIOwCOxeMx9P3OPH26cY++2bZf3/2Wp7wjxQHXtVstat2kkVrER6pFfFTpfUKkEmMj1SwmQs1inGoe61Skg1Yh4ETU9PfbXo81AUDYslot6tY6Qd1aJ0iSDMPQbweO6Pudefrvrjxt2VOgrXtLb0UlHt/jo4lx2pXQyKGERg41bhSh+CiH4qMcio10KDbSrrhIu2IjHYpx2hXttCvGaVcjp00xTruiImxq5LDRggTUAC07omUHwMnj8RjKzi/Utn2H9XveEf2eV1h6n1uoPYeKtPdgkfYecsnl9pyU94uwWRUVYVOkw6ooh02RvptVTnv5vdNuldNhVYTNpgi7VRF2q5x2qyJspY8dvnuLImylz+1lj+1ljx3WsnubRXarVTarxbeew2qVzWaR3WqRzVp6b7FYTspnBKpDyw4ABIHValFKQpRSEqKqXccwDB0sKtG+Qy7lHnYp93CxDhx26cDhYuUfKdbBwhIdLCxWfmHp44KiEh0qKlFBkVsFRSUqcJXIO/ahy+2R64hHeUfq6QPWgtUi2a1WWa1l9xbJbrPKaikPRd6b1aKye4vsNotsFous1rJ7i0VWa/nrVkv5NuWPLbJY/Nfxvm61ShaLd1+lj32vW0u3s6jC+jVYx1K2jqXsc1rK1pV3e3n3U3E973alj6Xy7Szyvkfp6yp7bi3b1reNb53y5d73UpX9WOTNm751fdtZKrxX+XaqsE9vrRVfr1hf+bre7fxrqph1LRYpKS4yaFczEnYAoJ5ZLBbFRToUF+mQFF3r7Q3DUFGJR0dcbh0uduuIq0SFxR4VFrt1pNitwmKPjhS75SopXVZUdu8q8ZSGoxKPikpKnxe7Db/lxW6PStyGXO7Sx97nxZ6ye7ehEt9jj9weQyXVjDrtMUrDmNySdHJashC+lj3QT+2axwTlvU0TdmbMmKH//d//VXZ2trp166bp06erZ8+ewS4LAE46i8XiO13VONjFqDR8eUOP977E7ZHbu9xd/prfrex1j/e+bFmJ97HvNcljVFjPKD1d6DFK1/d4lxn+r/mWle3XMEpr9S53G4ZUYTt3WWjzvpenbH2j4r4rbGNIfssMGfJ4yl/zvp9Rtk/vflThueHdzlD5Pvy2K92Rb3+quJ18I30bRsX3Lb1XhXUCbV/x+6vyuiquY/i9X+XPVraK767y/rz1WSs29dQzU4Sdt956S1lZWZo9e7Z69eqladOmKTMzUxs3blRiYmKwywMAU7OUnXpiyCGEKlN04586daruvvtu3XHHHercubNmz56tRo0a6R//+EewSwMAAEEW9mHH5XJpzZo1ysjI8C2zWq3KyMjQypUrA25TVFSk/Px8vxsAADCnsA87e/fuldvtVlJSkt/ypKQkZWdnB9xm8uTJio+P991at25dH6UCAIAgCPuwczzGjh2rvLw8323Hjh3BLgkAANSRsO+g3KxZM9lsNuXk5Pgtz8nJUXJycsBtnE6nnE5nfZQHAACCLOxbdiIiItSjRw8tXbrUt8zj8Wjp0qVKT08PYmUAACAUhH3LjiRlZWVpyJAhOvvss9WzZ09NmzZNBQUFuuOOO4JdGgAACDJThJ0bb7xRe/bs0eOPP67s7Gx1795dixYtqtJpGQAANDxMBComAgUAIBzV9Pc77PvsAAAAHA1hBwAAmBphBwAAmBphBwAAmBphBwAAmJopLj0/Ud4L0pgQFACA8OH93T7WheWEHUkHDx6UJCYEBQAgDB08eFDx8fHVvs44OyqdXmLXrl2KjY2VxWIJdjlBlZ+fr9atW2vHjh2MOVSHOM71h2NdPzjO9YPj7M8wDB08eFApKSmyWqvvmUPLjiSr1apWrVoFu4yQEhcXx1+kesBxrj8c6/rBca4fHOdyR2vR8aKDMgAAMDXCDgAAMDXCDvw4nU6NHz9eTqcz2KWYGse5/nCs6wfHuX5wnI8PHZQBAICp0bIDAABMjbADAABMjbADAABMjbADAABMjbDTAM2YMUNt27ZVZGSkevXqpa+//vqo6+fm5mrEiBFq0aKFnE6nOnbsqIULF9ZTteGrtsd52rRpOvXUUxUVFaXWrVvr/vvvV2FhYT1VG54+//xzDRgwQCkpKbJYLFqwYMExt/n000911llnyel06pRTTtHcuXPrvM5wV9vj/M477+jiiy9W8+bNFRcXp/T0dC1evLh+ig1zx/Nn2uvLL7+U3W5X9+7d66y+cEXYaWDeeustZWVlafz48Vq7dq26deumzMxM7d69O+D6LpdLF198sX799Vf961//0saNG/X3v/9dLVu2rOfKw0ttj/Mbb7yhhx9+WOPHj9ePP/6ol19+WW+99ZYeeeSReq48vBQUFKhbt26aMWNGjdbfunWrrrjiCvXv31/ffvutRo8eraFDh/JDfAy1Pc6ff/65Lr74Yi1cuFBr1qxR//79NWDAAK1bt66OKw1/tT3WXrm5ubrtttt00UUX1VFlYc5Ag9KzZ09jxIgRvudut9tISUkxJk+eHHD9WbNmGe3atTNcLld9lWgKtT3OI0aMMC688EK/ZVlZWUafPn3qtE4zkWS8++67R11nzJgxRpcuXfyW3XjjjUZmZmYdVmYuNTnOgXTu3NmYMGHCyS/IxGpzrG+88UbjscceM8aPH29069atTusKR7TsNCAul0tr1qxRRkaGb5nValVGRoZWrlwZcJv33ntP6enpGjFihJKSknT66adr0qRJcrvd9VV22Dme49y7d2+tWbPGd6pry5YtWrhwoS6//PJ6qbmhWLlypd/3IkmZmZnVfi84OTwejw4ePKgmTZoEuxRTmjNnjrZs2aLx48cHu5SQxUSgDcjevXvldruVlJTktzwpKUk//fRTwG22bNmiZcuW6ZZbbtHChQu1efNmDR8+XMXFxfzFqsbxHOebb75Ze/fuVd++fWUYhkpKSvTHP/6R01gnWXZ2dsDvJT8/X0eOHFFUVFSQKjO3v/zlLzp06JBuuOGGYJdiOps2bdLDDz+s//znP7Lb+UmvDi07OCqPx6PExES9+OKL6tGjh2688UY9+uijmj17drBLM5VPP/1UkyZN0syZM7V27Vq98847+vDDD/XUU08FuzTghLzxxhuaMGGC/vnPfyoxMTHY5ZiK2+3WzTffrAkTJqhjx47BLiekEQMbkGbNmslmsyknJ8dveU5OjpKTkwNu06JFCzkcDtlsNt+yTp06KTs7Wy6XSxEREXVaczg6nuM8btw43XrrrRo6dKgkqWvXriooKNCwYcP06KOPymrl/yUnQ3JycsDvJS4ujladOjB//nwNHTpUb7/9dpXThzhxBw8e1DfffKN169Zp5MiRkkr/g2oYhux2uz7++GNdeOGFQa4yNPAvaAMSERGhHj16aOnSpb5lHo9HS5cuVXp6esBt+vTpo82bN8vj8fiW/fzzz2rRogVBpxrHc5wPHz5cJdB4A6bB9HUnTXp6ut/3IklLliyp9nvB8XvzzTd1xx136M0339QVV1wR7HJMKS4uTt9//72+/fZb3+2Pf/yjTj31VH377bfq1atXsEsMHUHuII16Nn/+fMPpdBpz5841NmzYYAwbNsxISEgwsrOzDcMwjFtvvdV4+OGHfetv377diI2NNUaOHGls3LjR+OCDD4zExERj4sSJwfoIYaG2x3n8+PFGbGys8eabbxpbtmwxPv74Y6N9+/bGDTfcEKyPEBYOHjxorFu3zli3bp0hyZg6daqxbt06Y9u2bYZhGMbDDz9s3Hrrrb71t2zZYjRq1Mh46KGHjB9//NGYMWOGYbPZjEWLFgXrI4SF2h7n119/3bDb7caMGTOM33//3XfLzc0N1kcIG7U91pVxNVZghJ0GaPr06UZqaqoRERFh9OzZ0/jqq698r/Xr188YMmSI3/orVqwwevXqZTidTqNdu3bG008/bZSUlNRz1eGnNse5uLjYeOKJJ4z27dsbkZGRRuvWrY3hw4cbBw4cqP/Cw8jy5csNSVVu3mM7ZMgQo1+/flW26d69uxEREWG0a9fOmDNnTr3XHW5qe5z79et31PVRveP5M10RYScwi2HQRg4AAMyLPjsAAMDUCDsAAMDUCDsAAMDUCDsAAMDUCDsAAMDUCDsAAMDUCDsAAMDUCDsAAMDUCDsATOn222+XxWKpcrv00kuDXRqAesas5wBM69JLL9WcOXP8ljmdziBVAyBYCDsATMvpdCo5OTnYZQAIMk5jAQAAUyPsADCtDz74QDExMX63SZMmBbssAPWM01gATKt///6aNWuW37ImTZoEqRoAwULYAWBa0dHROuWUU4JdBoAg4zQWAAAwNVp2AJhWUVGRsrOz/ZbZ7XY1a9YsSBUBCAbCDgDTWrRokVq0aOG37NRTT9VPP/0UpIoABIPFMAwj2EUAAADUFfrsAAAAUyPsAAAAUyPsAAAAUyPsAAAAUyPsAAAAUyPsAAAAUyPsAAAAUyPsAAAAUyPsAAAAUyPsAAAAUyPsAAAAUyPsAAAAU/t/icTCwqNChsMAAAAASUVORK5CYII=",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# 10.2.2\n",
|
|
"\n",
|
|
"E = np.linspace(0.5, 1.5, 100)\n",
|
|
"F = 1\n",
|
|
"KE = .1\n",
|
|
"KF = .1\n",
|
|
"dt = .01\n",
|
|
"\n",
|
|
"\n",
|
|
"def EZ (Z, E, K):\n",
|
|
" return (Z + E + K) / 2 - np.sqrt((Z+E+K)**2 / 4 - Z*E)\n",
|
|
"\n",
|
|
"\n",
|
|
"Zs = np.zeros_like(E)\n",
|
|
"\n",
|
|
"for i, e in enumerate(E):\n",
|
|
" Zold = 0\n",
|
|
" Z = 1\n",
|
|
"\n",
|
|
" while np.abs(Z - Zold) > .0001:\n",
|
|
" Zold = Z\n",
|
|
" Z = Z + dt * (EZ(100-Z,F,KF) - EZ(Z,e,KE))\n",
|
|
" \n",
|
|
" Zs[i] = Z\n",
|
|
"\n",
|
|
"\n",
|
|
"plt.title(\"Push-Pull-Signalling (strong binding)\")\n",
|
|
"plt.xlabel(\"E\")\n",
|
|
"plt.ylabel(\"Z\")\n",
|
|
"plt.plot(E,Zs)\n",
|
|
"plt.show()\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 19,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"E = np.linspace(0.5, 1.5, 100)\n",
|
|
"F = 1\n",
|
|
"KE = 10\n",
|
|
"KF = 10\n",
|
|
"dt = .01\n",
|
|
"\n",
|
|
"\n",
|
|
"def EZ (Z, E, K):\n",
|
|
" return (Z + E + K) / 2 - np.sqrt((Z+E+K)**2 / 4 - Z*E)\n",
|
|
"\n",
|
|
"\n",
|
|
"Zs = np.zeros_like(E)\n",
|
|
"\n",
|
|
"for i, e in enumerate(E):\n",
|
|
" Zold = 0\n",
|
|
" Z = 1\n",
|
|
"\n",
|
|
" while np.abs(Z - Zold) > .0001:\n",
|
|
" Zold = Z\n",
|
|
" Z = Z + dt * (EZ(100-Z,F,KF) - EZ(Z,e,KE))\n",
|
|
" \n",
|
|
" Zs[i] = Z\n",
|
|
"\n",
|
|
"\n",
|
|
"plt.title(\"Push-Pull-Signalling (weak binding)\")\n",
|
|
"plt.xlabel(\"E\")\n",
|
|
"plt.ylabel(\"Z\")\n",
|
|
"plt.plot(E,Zs)\n",
|
|
"plt.show()\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 22,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAiMAAAHHCAYAAABtF1i4AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/OQEPoAAAACXBIWXMAAA9hAAAPYQGoP6dpAABk90lEQVR4nO3dd3hTZcMG8DtNm6S7dG9ayl5lCQKyRxnygugLjpelLAEFUURUlii4xU9x4EJFBVERFQQLgkzZexZoKdBFoXs3eb4/ThNaOlPanpP0/l1XriQnZzwnJ2nuPuMclRBCgIiIiEgmNnIXgIiIiOo3hhEiIiKSFcMIERERyYphhIiIiGTFMEJERESyYhghIiIiWTGMEBERkawYRoiIiEhWDCNEREQkK4YRqjMqlQqLFi2SuxhUjlWrVkGlUiEmJqbSeUNCQjB+/PhaLc+iRYugUqlqdRvWrnfv3ujdu7fcxbBq48ePh5OTk9zFsHgMIxbE+GNx6NAhs5fNzs7GokWLsGPHjpovWDGbNm2ymMBR2R8RlUqFGTNm1Mq2z5w5g0WLFlXph5+Uae/evVi0aBFSU1NrbJ1Lly7Fr7/+WmPrI7IUDCP1RHZ2NhYvXlwnYWTx4sVlvpaTk4OXX365VrdvKc6cOYPFixczjFiwvXv3YvHixYoOI3/99Rf++uuvGlsfUW2xlbsAVH/odDq5i0BUr2g0GrmLQFQlrBmxcMamhuvXr2PEiBFwcnKCl5cXnnvuOej1egBATEwMvLy8AACLFy+GSqUq1X/j3LlzeOihh+Du7g6dTodOnTrht99+K7GtgoICLF68GE2aNIFOp4OHhwfuu+8+REZGmsqyYsUKADBto3ib/53bNPYJuHjxIsaPHw83Nze4urpiwoQJyM7OLrWvq1evRseOHWFvbw93d3c8/PDDuHr1aol5srOzce7cOSQnJ1f/Ta1AUlISnnjiCfj4+ECn0yE8PBxff/11qfnWrFmDjh07wtnZGS4uLmjTpg3ef/99AFJz23//+18AQJ8+fUzvU0W1VgkJCZgwYQICAwOh1Wrh5+eH4cOHl6hZKa9PTln9O06fPo2+ffvC3t4egYGBePXVV2EwGEotK4TAq6++isDAQDg4OKBPnz44ffp0mWVMTU3FrFmzEBQUBK1Wi8aNG+ONN94osd6YmBioVCq8/fbbWLlyJcLCwqDVanHPPffg4MGD5e4/APTq1Qvh4eFlvtasWTNERERUuDwA/Pnnn+jRowccHR3h7OyMoUOHltqfEydOYPz48WjUqBF0Oh18fX3x+OOP4+bNm6Z5Fi1ahDlz5gAAQkNDTcfQeDwiIyNx3333wc3NDU5OTmjWrBlefPHFCsumUqmQlZWFr7/+2rS+8ePH48SJE1CpVCW+j4cPH4ZKpUKHDh1KrGPw4MHo0qWL6XlZfUZyc3OxaNEiNG3aFDqdDn5+fhg5ciQuXbpkmsdgMGD58uVo1aoVdDodfHx8MGXKFKSkpFT6Hlfl/QOAjIwMzJo1CyEhIdBqtfD29saAAQNw5MiRCtdv/Ltx4cIF/O9//4Orqyu8vLwwf/58CCFw9epVDB8+HC4uLvD19cU777xTYvny+kbt2LGjzO/h/v37MWTIEDRo0ACOjo5o27at6btcXEV/g6lyrBmxAnq9HhEREejSpQvefvttbN26Fe+88w7CwsLw5JNPwsvLCx9//DGefPJJPPDAAxg5ciQAoG3btgCkH6bu3bsjICAAL7zwAhwdHfHjjz9ixIgR+Pnnn/HAAw8AkP4ILFu2DBMnTkTnzp2Rnp6OQ4cO4ciRIxgwYACmTJmCuLg4REZG4ttvv61y+UeNGoXQ0FAsW7YMR44cweeffw5vb2+88cYbpnlee+01zJ8/H6NGjcLEiRNx48YNfPDBB+jZsyeOHj0KNzc3AMCBAwfQp08fLFy4sMp9V6oaXHJyctC7d29cvHgRM2bMQGhoKNatW4fx48cjNTUVM2fOBCD9ED3yyCPo16+faR/Onj2LPXv2YObMmejZsyeefvpp/N///R9efPFFtGjRAgBM92V58MEHcfr0aTz11FMICQlBUlISIiMjERsbi5CQkCqV3yghIQF9+vRBYWGh6XivXLkS9vb2peZdsGABXn31VQwZMgRDhgzBkSNHMHDgQOTn55eYLzs7G7169cL169cxZcoUBAcHY+/evZg3bx7i4+OxfPnyEvN///33yMjIwJQpU6BSqfDmm29i5MiRuHz5Muzs7Mos95gxYzBp0iScOnUKrVu3Nk0/ePAgLly4UGkT4Lfffotx48YhIiICb7zxBrKzs/Hxxx/jvvvuw9GjR03vY2RkJC5fvowJEybA19cXp0+fxsqVK3H69Gn8+++/UKlUGDlyJC5cuIAffvgB7733Hjw9PQEAXl5eOH36NO6//360bdsWr7zyCrRaLS5evIg9e/ZUWj7jd2vy5MkAgLCwMLRu3Rpubm7YuXMn/vOf/wAAdu3aBRsbGxw/fhzp6elwcXGBwWDA3r17TcuWRa/X4/7778e2bdvw8MMPY+bMmcjIyEBkZCROnTqFsLAwAMCUKVOwatUqTJgwAU8//TSio6Px4Ycf4ujRo9izZ0+5x6iq7x8ATJ06FT/99BNmzJiBli1b4ubNm9i9ezfOnj1bKmSVZfTo0WjRogVef/11bNy4Ea+++irc3d3x6aefom/fvnjjjTfw3Xff4bnnnsM999yDnj17VrrOsvbl/vvvh5+fH2bOnAlfX1+cPXsWf/zxh+n7bnxfK/obTFUgyGJ89dVXAoA4ePCgadq4ceMEAPHKK6+UmLd9+/aiY8eOpuc3btwQAMTChQtLrbdfv36iTZs2Ijc31zTNYDCIbt26iSZNmpimhYeHi6FDh1ZYxunTp4vyPlZ3bn/hwoUCgHj88cdLzPfAAw8IDw8P0/OYmBihVqvFa6+9VmK+kydPCltb2xLTt2/fXu5+3sn43lV0mz59umn+5cuXCwBi9erVpmn5+fmia9euwsnJSaSnpwshhJg5c6ZwcXERhYWF5W573bp1AoDYvn17peVMSUkRAMRbb71V4Xzl7XfDhg3FuHHjTM9nzZolAIj9+/ebpiUlJQlXV1cBQERHR5umaTQaMXToUGEwGEzzvvjiiwJAiXUuWbJEODo6igsXLpTY9gsvvCDUarWIjY0VQggRHR0tAAgPDw9x69Yt03wbNmwQAMTvv/9ummb8fBilpqYKnU4n5s6dW2IbTz/9tHB0dBSZmZnlvjcZGRnCzc1NTJo0qcT0hIQE4erqWmJ6dnZ2qeV/+OEHAUDs3LnTNO2tt94q8X4ZvffeewKAuHHjRrnlKY+jo2OJ99Vo6NChonPnzqbnI0eOFCNHjhRqtVr8+eefQgghjhw5IgCIDRs2mObr1auX6NWrl+n5l19+KQCId999t9Q2jMd4165dAoD47rvvSry+efPmMqffqarvn6ura4nvV1UZPxeTJ082TSssLBSBgYFCpVKJ119/3TQ9JSVF2Nvbl3hPjX9H7zxuxr8dxu9kYWGhCA0NFQ0bNhQpKSkl5i3+fajq32CqGJtprMTUqVNLPO/RowcuX75c6XK3bt3C33//jVGjRiEjIwPJyclITk7GzZs3ERERgaioKFy/fh0A4ObmhtOnTyMqKqrWy37z5k2kp6cDAH755RcYDAaMGjXKVL7k5GT4+vqiSZMm2L59u2nZ3r17QwhR5VoRnU6HyMjIMm932rRpE3x9ffHII4+YptnZ2eHpp59GZmYm/vnnHwDS+5SVlVXmOqrD3t4eGo0GO3bsqFI1eWU2bdqEe++9F507dzZN8/LywmOPPVZivq1btyI/Px9PPfVUiea2WbNmlVrnunXr0KNHDzRo0KDEMerfvz/0ej127txZYv7Ro0ejQYMGpuc9evQAgAo/s66urhg+fDh++OEHCCEASP+Rrl27FiNGjICjo2O5y0ZGRiI1NRWPPPJIifKp1Wp06dKlxGeoeA1Rbm4ukpOTce+99wJApU0IAEy1dBs2bCiz6as6evTogSNHjiArKwsAsHv3bgwZMgTt2rXDrl27AEi1JSqVCvfdd1+56/n555/h6emJp556qtRrxmO8bt06uLq6YsCAASXeq44dO8LJyanEe1WWqr5/bm5u2L9/P+Li4qr4LpQ0ceJE02O1Wo1OnTpBCIEnnniixDaaNWtWpb+Fdzp69Ciio6Mxa9Ys0zE1KmvIeXX/BpOEzTRWQKfTmfqEGDVo0KBKP1wXL16EEALz58/H/Pnzy5wnKSkJAQEBeOWVVzB8+HA0bdoUrVu3xqBBgzBmzBhTc091BQcHlyo7AKSkpMDFxQVRUVEQQqBJkyZlLl9RlXFl1Go1+vfvX6V5r1y5giZNmsDGpmSGNzavXLlyBQAwbdo0/Pjjjxg8eDACAgIwcOBAjBo1CoMGDapWGbVaLd544w08++yz8PHxwb333ov7778fY8eOha+vr9nru3LlSol+BUbNmjUrNR+AUu+7l5dXiSABAFFRUThx4kSpz6FRUlJSiecVHfOKjB07FmvXrsWuXbvQs2dPbN26FYmJiRgzZkyFyxkDdN++fct83cXFxfT41q1bWLx4MdasWVOq3GlpaRVuB5CC1ueff46JEyfihRdeQL9+/TBy5Eg89NBDpT47VdWjRw8UFhZi3759CAoKQlJSEnr06IHTp0+XCCMtW7aEu7t7ueu5dOkSmjVrBlvb8v/0R0VFIS0tDd7e3mW+fud7cqeqvn9vvvkmxo0bh6CgIHTs2BFDhgzB2LFj0ahRowrXb3TnZ8jV1RU6nc7UZFZ8+p39VarC2IemeJNgee7mbzBJGEasgFqtrvayxv/cnnvuuXI7ADZu3BgA0LNnT1y6dAkbNmzAX3/9hc8//xzvvfcePvnkkxL/pZirvPIb//s1GAxQqVT4888/y5xXaScc8vb2xrFjx7Blyxb8+eef+PPPP/HVV19h7NixZXZ2rYpZs2Zh2LBh+PXXX7FlyxbMnz8fy5Ytw99//4327dtXuGxddKIzGAwYMGAAnn/++TJfb9q0aYnnlR3z8kRERMDHxwerV69Gz549sXr1avj6+lYaKI2f82+//bbMAFf8x3nUqFHYu3cv5syZg3bt2sHJyQkGgwGDBg2qUk2Hvb09du7cie3bt2Pjxo3YvHkz1q5di759++Kvv/6q1ve1U6dO0Ol02LlzJ4KDg+Ht7Y2mTZuiR48e+Oijj5CXl4ddu3aZ+nfdDYPBAG9vb3z33Xdlvl5e4DSq6vs3atQo9OjRA+vXr8dff/2Ft956C2+88QZ++eUXDB48uNJylvU+VuVzVd6J9O7me3I3f4NJwjBST5T3BTT+F2JnZ1elGgJ3d3dMmDABEyZMQGZmJnr27IlFixaZwkhtnDEzLCwMQgiEhoaW+lGrSw0bNsSJEydgMBhK/Id77tw50+tGGo0Gw4YNw7Bhw2AwGDBt2jR8+umnmD9/Pho3blyt9yksLAzPPvssnn32WURFRaFdu3Z45513sHr1agDSf2J3nvMiPz8f8fHxpfajrKa28+fPl5oPkP5TLv7f6o0bN0r9xxcWFobMzMwq1zJVl1qtxqOPPopVq1bhjTfewK+//opJkyZV+mNg7Jjp7e1dYRlTUlKwbds2LF68GAsWLDBNL+v9qugY2tjYoF+/fujXrx/effddLF26FC+99BK2b99e4fbLW6dGo0Hnzp2xa9cuBAcHm5q1evTogby8PHz33XdITEystJNmWFgY9u/fj4KCgnJrFMPCwrB161Z07969zE7NFTHn/QMAPz8/TJs2DdOmTUNSUhI6dOiA1157rUphpLqMtXB3fleMNYFGxs/MqVOnav1zTRzaW284ODgAKP0F9Pb2Ru/evfHpp5+W+tECpB8eozurOp2cnNC4cWPk5eWZphnb7WvyRFAjR46EWq3G4sWLS/3nLIQoUa7aHNo7ZMgQJCQkYO3ataZphYWF+OCDD+Dk5IRevXoBKP0+2djYmJqyjO+VOe9TdnY2cnNzS0wLCwuDs7Nzifc+LCysVN+MlStXlvqPb8iQIfj3339x4MAB07QbN26U+k+4f//+sLOzwwcffFDifb9zZAwg/Ze7b98+bNmypdRrqampKCwsrHQ/q2rMmDFISUnBlClTkJmZif/973+VLhMREQEXFxcsXboUBQUFpV43fs6NoebOz1lZ+1zeMbx161apedu1awcAJY5XWRwdHcv9TPTo0QP79+/H9u3bTWHE09MTLVq0MI3aMk4vz4MPPojk5GR8+OGHpV4z7vOoUaOg1+uxZMmSUvMUFhZW+Jmt6vun1+tLNXl5e3vD39+/0vfobhlDRvHvil6vx8qVK0vM16FDB4SGhmL58uWl9rmyGjwyH2tG6gl7e3u0bNkSa9euRdOmTeHu7o7WrVujdevWWLFiBe677z60adMGkyZNQqNGjZCYmIh9+/bh2rVrOH78OACgZcuW6N27Nzp27Ah3d3ccOnTINDTPqGPHjgCAp59+GhEREVCr1Xj44YfvquxhYWF49dVXMW/ePMTExGDEiBFwdnZGdHQ01q9fj8mTJ+O5554DUL2hvVU1efJkfPrppxg/fjwOHz6MkJAQ/PTTT9izZw+WL18OZ2dnAFLHulu3bqFv374IDAzElStX8MEHH6Bdu3am/iXt2rWDWq3GG2+8gbS0NGi1WvTt27fMdvoLFy6gX79+GDVqFFq2bAlbW1usX78eiYmJJd7biRMnYurUqXjwwQcxYMAAHD9+HFu2bCnVhv7888/j22+/xaBBgzBz5kzT0F5jzY+R8VwJy5Ytw/33348hQ4bg6NGj+PPPP0utc86cOfjtt99w//33Y/z48ejYsSOysrJw8uRJ/PTTT4iJiSm1THW1b98erVu3xrp169CiRYsqDQN1cXHBxx9/jDFjxqBDhw54+OGH4eXlhdjYWGzcuBHdu3fHhx9+CBcXF/Ts2RNvvvkmCgoKEBAQgL/++gvR0dGl1mn8rL/00kt4+OGHYWdnh2HDhuGVV17Bzp07MXToUDRs2BBJSUn46KOPEBgYWGHnUuM6t27dinfffRf+/v4IDQ019e/p0aMHXnvtNVy9erVE6OjZsyc+/fRThISEIDAwsML1jx07Ft988w1mz56NAwcOoEePHsjKysLWrVsxbdo0DB8+HL169cKUKVOwbNkyHDt2DAMHDoSdnR2ioqKwbt06vP/++3jooYfKfZ+r8v5lZGQgMDAQDz30EMLDw+Hk5IStW7fi4MGDpc4LUtNatWqFe++9F/PmzcOtW7fg7u6ONWvWlArMNjY2+PjjjzFs2DC0a9cOEyZMgJ+fH86dO4fTp0+XGbzpLtT9AB6qrvKG9jo6Opaa985hkUIIsXfvXtGxY0eh0WhKDQO9dOmSGDt2rPD19RV2dnYiICBA3H///eKnn34yzfPqq6+Kzp07Czc3N2Fvby+aN28uXnvtNZGfn2+ap7CwUDz11FPCy8tLqFSqEmW4c5vGMt45BLK8oXc///yzuO+++4Sjo6NwdHQUzZs3F9OnTxfnz583zWPu0N6y3rvi5b1z6GFiYqKYMGGC8PT0FBqNRrRp00Z89dVXJeb56aefxMCBA4W3t7fQaDQiODhYTJkyRcTHx5eY77PPPhONGjUSarW6wmG+ycnJYvr06aJ58+bC0dFRuLq6ii5duogff/yxxHx6vV7MnTtXeHp6CgcHBxERESEuXrxYamivEEKcOHFC9OrVS+h0OhEQECCWLFkivvjii1Lvu16vF4sXLxZ+fn7C3t5e9O7dW5w6darMdWZkZIh58+aJxo0bC41GIzw9PUW3bt3E22+/bfqMGIf2ljVMubzPR1nefPNNAUAsXbq0zNfLs337dhERESFcXV2FTqcTYWFhYvz48eLQoUOmea5duyYeeOAB4ebmJlxdXcV///tfERcXV+bnasmSJSIgIEDY2NiY3rtt27aJ4cOHC39/f6HRaIS/v7945JFHSg17Lsu5c+dEz549hb29fanh0+np6UKtVgtnZ+cSw8ZXr14tAIgxY8aUWt+dQ3uFkIbevvTSSyI0NFTY2dkJX19f8dBDD4lLly6VmG/lypWiY8eOwt7eXjg7O4s2bdqI559/XsTFxVW4D1V5//Ly8sScOXNEeHi4cHZ2Fo6OjiI8PFx89NFHlb5H5f3dKO/73KtXL9GqVasS0y5duiT69+8vtFqt8PHxES+++KKIjIws83u4e/duMWDAAFM527ZtKz744INKt1vR55dKUwnB+iYisizvv/8+nnnmGcTExJQaVUFElodhhIgsihAC4eHh8PDwqPScF0RkGdhnhIgsQlZWFn777Tds374dJ0+exIYNG+QuEhHVENaMEJFFiImJQWhoKNzc3DBt2jS89tprcheJiGoIwwgRERHJiucZISIiIlkxjBAREZGsLKIDq8FgQFxcHJydnWvldONERERU84QQyMjIgL+/f4UXirSIMBIXF4egoCC5i0FERETVcPXq1QrPEGx2GNm5cyfeeustHD58GPHx8Vi/fj1GjBhR4TJ5eXl45ZVXsHr1aiQkJMDPzw8LFizA448/XqVtGk+zffXq1RKX+iYiIiLlSk9PR1BQkOl3vDxmh5GsrCyEh4fj8ccfx8iRI6u0zKhRo5CYmIgvvvgCjRs3Rnx8fJUuxW1kbJpxcXFhGCEiIrIwlXWxMDuMDB482KzLO2/evBn//PMPLl++DHd3dwBASEiIuZslIiIiK1Xro2l+++03dOrUCW+++SYCAgLQtGlTPPfcc8jJySl3mby8PKSnp5e4ERERkXWq9Q6sly9fxu7du6HT6bB+/XokJydj2rRpuHnzJr766qsyl1m2bBkWL15c20UjIiIiBbirM7CqVKpKO7AOHDgQu3btQkJCAlxdXQEAv/zyCx566CFkZWXB3t6+1DJ5eXnIy8szPTd2gElLS6uwz4her0dBQUF1d4dqmZ2dHdRqtdzFICKiOpKeng5XV9dKf79rvWbEz88PAQEBpiACAC1atIAQAteuXUOTJk1KLaPVaqHVaqu8DSEEEhISkJqaWhNFplrk5uYGX19fni+GiIhMaj2MdO/eHevWrUNmZiacnJwAABcuXICNjU2FY47NYQwi3t7ecHBw4A+dAgkhkJ2djaSkJABSSCUiIgKqEUYyMzNx8eJF0/Po6GgcO3YM7u7uCA4Oxrx583D9+nV88803AIBHH30US5YswYQJE7B48WIkJydjzpw5ePzxx8tsojGXXq83BREPD4+7Xh/VHuPxTkpKgre3N5tsiIgIQDVG0xw6dAjt27dH+/btAQCzZ89G+/btsWDBAgBAfHw8YmNjTfM7OTkhMjISqamp6NSpEx577DEMGzYM//d//1cjO2DsI+Lg4FAj66PaZTxO7NtDRERGZteM9O7dGxX1eV21alWpac2bN0dkZKS5mzILm2YsA48TERHdiVftJSIiIlkxjFCVxcTEQKVS4dixY3IXhYiIrAjDiIzGjx8PlUplunl4eGDQoEE4ceJEjW0jJCQEy5cvr5F1BQUFIT4+Hq1bt66R9REREQEMI7IbNGgQ4uPjER8fj23btsHW1hb333+/3MUqJT8/H2q1Gr6+vrC1rfUR4UQ1z2AAMpMAfaHcJSGiOzCMyEyr1cLX1xe+vr5o164dXnjhBVy9ehU3btwAAMydOxdNmzaFg4MDGjVqhPnz55caifL777/jnnvugU6ng6enJx544AEAUmfjK1eu4JlnnjHVvhjt3r0bPXr0gL29PYKCgvD0008jKyvL9HpISAiWLFmCsWPHwsXFBZMnTy7VTKPX6/HEE08gNDQU9vb2aNasGd5///1afseIzCQEsG8F8HZj4O0mwJuhwLZXgMJ8uUtGREWs7l9cIQRyCvSybNveTn1Xo0UyMzOxevVqNG7c2HTOFGdnZ6xatQr+/v44efIkJk2aBGdnZzz//PMAgI0bN+KBBx7ASy+9hG+++Qb5+fnYtGkTAOm0++Hh4Zg8eTImTZpk2s6lS5cwaNAgvPrqq/jyyy9x48YNzJgxAzNmzChxvaC3334bCxYswMKFC8ssr8FgQGBgINatWwcPDw/s3bsXkydPhp+fH0aNGlXt94GoxggB/D4TOPL17Wl56cCud4BrB4FH1wF2OvnKR0QA7vLaNHWlonPb5+bmIjo6GqGhodDpdMjOL0TLBVtkKeeZVyLgoKl6vhs/fjxWr14NnU76Y5iVlQU/Pz/88ccf6NChQ5nLvP3221izZg0OHToEAOjWrRsaNWqE1atXlzl/SEgIZs2ahVmzZpmmTZw4EWq1Gp9++qlp2u7du9GrVy9kZWVBp9MhJCQE7du3x/r1603zxMTEIDQ0FEePHkW7du3K3N6MGTOQkJCAn376qczX7zxeRLXqwGfApucAlRoY9DrQYSxwYTOwYQaQnwG0fRgY+Wnl6yGiaqnqtWnYTCOzPn364NixYzh27BgOHDiAiIgIDB48GFeuXAEArF27Ft27d4evry+cnJzw8ssvlzip3LFjx9CvXz+ztnn8+HGsWrUKTk5OpltERAQMBgOio6NN83Xq1KnSda1YsQIdO3aEl5cXnJycsHLlyhLlI5JN2nUgUjoZIwYuAbpMlmpBWo0AHvkeUNkAJ9YAp9dXuBoiqn1W10xjb6fGmVciZNu2uRwdHdG4cWPT888//xyurq747LPPMHToUDz22GNYvHgxIiIi4OrqijVr1uCdd965vc1qnFI/MzMTU6ZMwdNPP13qteDg4BJlq8iaNWvw3HPP4Z133kHXrl3h7OyMt956C/v37ze7TEQ1btsrQEE2ENQFuHdayddCewI9ngV2vgVsngc0iQA01nkWZyEE8goNsLVRwVbN/z9JmawujKhUKrOaSpRGpVLBxsYGOTk52Lt3Lxo2bIiXXnrJ9LqxxsSobdu22LZtGyZMmFDm+jQaDfT6kn1oOnTogDNnzpQIQdWxZ88edOvWDdOm3f5Df+nSpbtaJ1GNSLkCnFwnPR70OlBWX64ezwHH1wJpscD+T4Aes+u2jLUgLacA/1y4gX8v38S5+HTE3MxGWk4B9AapNd7WRgVvZy383ewR7OGAVv6uaO3vgtYBrnDUWu7fTbJ8/PTJLC8vDwkJCQCAlJQUfPjhh8jMzMSwYcOQnp6O2NhYrFmzBvfccw82btxYog8HACxcuBD9+vVDWFgYHn74YRQWFmLTpk2YO3cuAKnPyM6dO/Hwww9Dq9XC09MTc+fOxb333osZM2Zg4sSJcHR0xJkzZxAZGYkPP/ywymVv0qQJvvnmG2zZsgWhoaH49ttvcfDgQYSGhtbcG0RUHfs/AYQeaNQbCCi7/xXsdEDfl4H1k4G9/wd0mQJoKq4NVKqjsSn4ck8M/jwZj0JD+d0ACw0CcWm5iEvLxaErKfjlyHUAgNpGhfBAV3Rv7ImuYR7o1NAdGlvWolDdYRiR2ebNm+Hn5wdAGjnTvHlzrFu3Dr179wYAPPPMM5gxYwby8vIwdOhQzJ8/H4sWLTIt37t3b6xbtw5LlizB66+/DhcXF/Ts2dP0+iuvvIIpU6YgLCwMeXl5EEKgbdu2+Oeff/DSSy+hR48eEEIgLCwMo0ePNqvsU6ZMwdGjRzF69GioVCo88sgjmDZtGv7888+7fl+Iqq0gBzha1KG764yK523zELBjGZASDRz/AbhnYu2XrwZdvZWNpZvO4s9TCaZpTbyd0LuZF9oGuiHMywkeTho4aNQo1EsjDRPSc3E9JQeXb2ThVFwaTl1PQ3xaLo7EpuJIbCo++PsinLW26NXMCwNb+aJ3My+46Oxk3EuqD6xuNA0pG48X1brT64F14wHXIGDmCcCmkv/w968E/pwDuIcBMw5VPr9CrD96DS+vP4WsfD1sVMAD7QMxoXsIWge4mr2uaynZ2HvxJvZeSsbuizeRnJlnes1OrcK9jTwwsJUvIlr6wNuF31uquqqOpmHNCBFZlxNFfUXa/LdqwaLdo8DfrwK3LgExO6WmHQXTGwRe+f00vt4n9R+7J6QBloxojea+5f+hr0xgAweMuscBo+4JgsEgcOxaKiLPJOKv0wm4dCMLu6KSsSsqGfN/PYUOwW4Y1NoXEa180dDDMpu1SHkYRojIeuSkAFF/SY/bVvHEe1onoM2DwKEvgaPfKTqM5Bca8MzaY9h4Mh4qFTCzXxM81bcJ1DbVP9ninWxsVOgQ3AAdghtg7qDmuHQjE5FnErHldAKOFjXlHIlNxdJN59Dc1xkRrXwxqLUvmvs639VJH6l+YxghIusRtRUwFADeLQHvFlVfrt3/pDBy9jcg921AZ35TR20zGASeW3ccG0/Gw06twnuj2+H+tv61vt0wLyeE9XLC1F5hSEjLReSZBGw+nYB/L9/CuYQMnEvIwPvbohDs7mCqMWkf5AabGgxIZP0YRojIehhrRZqaea6hgA6AZzMg+Txw+leg47gaL9rdem3TWfx2PA62Nip8NrYTejfzrvMy+LrqMKZrCMZ0DUFKVj62nUvC5lMJ2BV1A7G3srFy52Ws3HkZ3s5aDGzlg4hWvri3kQfseH4TqgTDCBFZB4MeuLhVetxkoHnLqlRSs87fS4AzGxQXRn49eh1f7JbOjvz2f8NlCSJ3auCowUMdA/FQx0Bk5RXinws3sOV0Av4+m4SkjDys/jcWq/+NhbPOFt3CPHBfY0/c18QLIR4ObM6hUhhGiMg6XD8M5NySmlgCO5u/fMsRUhiJ/kfqe2LfoMaLWB0XkzLw4vqTAICn+zXBiPYBMpeoNEetLYa08cOQNn7IK9Rj36Wb2HI6AX+dTsTNrHxsOZ2ILacTAQABbvbo3tgDXcM80DHYHUHu9gwnxDBCRFYiKlK6D+sLqKvxp82zsdTXJOkMcP5PaZSNzAr1BsxccwzZ+Xp0C/PAzH5N5C5SpbS2avRu5o3ezbzx6giBE9dSsffSTeyOSsbhKym4npqDHw9dw4+HrgEAPJ00aB/cAB0bSp1mW/q7wIlng613eMSJyDpc2SPdN+pT/XW0HC6FkTMbFBFGPt8djdNx6XC1t8Pyh9vV6KiZuqC2UaF9cAO0D26A6X0aIydfj4Mxt7D7YjIOxtzCqetpSM7MR+SZRESeSTQt19DDAS18XdDczxkt/FzQ3NcZgQ0cLG7/qeoYRojI8hXmAdcOSY8bdqv+elr8Rzoj66W/gbxMadivTGKSs/Be5AUAwPz7W8Lb2fJPNmavUaNnUy/0bOoFAMgt0ON0XBoOX0nBkSupOHo1BYnpebhyMxtXbmZj8+nbZ5a1U6sQ5O6AEA9HhHg4ItTTAUHuDvBztYeviw4u9rZs7rFgDCP1yI4dO9CnTx+kpKTAzc1N7uIQ1ZzrRwB9HuDoBXjcxQUgvVsAbg2B1CtA9E6g+ZCaK6OZlv15FnmFBtzX2BMPdlBeP5GaoLNTo2NDd3Rs6G6adjMzD+cSMnA2Ph1n4tNxNj4Dl5Iyka834PKNLFy+kVXmuuzt1PB11cHXRQcfFy0aOGrg7qCBm6MGDRzs0MBBgwYOGrg52MFRawtHjZpXMVYQhhEZjR8/Hl9//XWp6VFRUXd9RV2iesXYRNOwW9lX6K0qlUoaiXPwM+BipGxh5GDMLWw5nQgbFbBwWMt69R+/h5MW3Rtr0b2xp2ma3iAQn5aDmORsRN/MwpXkLMTczMK1lBwkpOciNbsAOQV6RCdnITq57LBSFo2tDRw1ajhobOGole4dNGpobG1gp7aBRm1T9FgFO3XRtKLntjY2UNuoYKOSrrauUgEqSM9tjM9VRa9DOpmcSqWCCoDpGixCmB4LAYg7n5seC9M0ABAQxR4b5y05j3G5suYzrdu43qKH94f73dWZfO8Gw4jMBg0ahK+++qrENC8vL5lKQ2ShruyV7oPvoonGqMkAKYxERUp/oes4CAghsHTTWQDA6HuC0cTHuU63r0RqGxUCGzggsIED7mviWer13AI9EtJykZCei4S0XCSm5yIluwCp2flIyc5HSnYBUrKk+7ScfBTopR/h/EID8gsNSMkuqOtdUqSmvs4MI/WVVquFr69vqen//PMP5syZg+PHj8Pd3R3jxo3Dq6++Cltb6ZDl5eVhzpw5WLNmDdLT09GpUye89957uOeee0zr2LRpE2bNmoWrV6/i3nvvxbhxyjp3AlGNMOiBqwekx3fTX8QopAeg1gJpV4Eb5wHv5ne/TjNsO5uEo7GpsLdT45n+yh89owQ6OzVCPB0R4lm1a+XkFxqQnV+IrHw9svPuuM8vRH6hAQV6gQK9AQV6A/L1BhQU3vFcb4ChqDbDYJBqHKTnRdOKajkMAjAUVUUYiqaroDJlXGONivREqkUx1oSpcDsLG6ebonGx5VSqO+ctuX5UMp9xnaEyXmvI+sKIEEBBtjzbtnOokf+irl+/jiFDhmD8+PH45ptvcO7cOUyaNAk6nQ6LFi0CADz//PP4+eef8fXXX6Nhw4Z48803ERERgYsXL8Ld3R1Xr17FyJEjMX36dEyePBmHDh3Cs88+e9dlI1Kc5CggP0P6/vm0uvv1aRyAkPuAS9ukppo6DCNCCKzYcREAMLZbQ14ht5ZobG2gsdXAzUHukpCR9YWRgmxgae1fr6FML8YBGvOS5R9//AEnp9s99gcPHoymTZsiKCgIH374IVQqFZo3b464uDjMnTsXCxYsQE5ODj7++GOsWrUKgwcPBgB89tlniIyMxBdffIE5c+bg448/RlhYGN555x0AQLNmzXDy5Em88cYbNbe/REoQf0y69wsHbNQ1s84mA6QwEvUX0O2pmllnFfx7+RaOxqZCY2uDJ+4LrbPtEsnN+sKIhenTpw8+/vhj03NHR0dMnz4dXbt2LdFprXv37sjMzMS1a9eQmpqKgoICdO/e3fS6nZ0dOnfujLNnpbbms2fPokuXLiW21bVr11reGyIZxB2V7v3b19w6w/pJ97H7gYJcwK5uaig+KqoV+W/HQKsYyktUVdYXRuwcpBoKubZtJkdHR46cIbobtRFGPJsATr5AZgJw7QAQ2rPm1l2OqMQM7IpKho0KmNIzrNa3R6Qk1jfIWqWSmkrkuNVQr/sWLVpg3759puFcALBnzx44OzsjMDAQYWFh0Gg02LNnj+n1goICHDx4EC1btjSt48CBAyXW+++//9ZI+YgUQ18IxJ+QHtdkGFGpbgeQ6J01t94KrP73CgBgQEsfBHuwMwPVL9YXRqzAtGnTcPXqVTz11FM4d+4cNmzYgIULF2L27NmwsbGBo6MjnnzyScyZMwebN2/GmTNnMGnSJGRnZ+OJJ54AAEydOhVRUVGYM2cOzp8/j++//x6rVq2Sd8eIalryeaAwB9A4A+41XJsQ2kO6j95Vs+stQ1ZeIX45ch0A8L97G9b69oiUhmFEgQICArBp0yYcOHAA4eHhmDp1Kp544gm8/PLLpnlef/11PPjggxgzZgw6dOiAixcvYsuWLWjQQLrSaHBwMH7++Wf8+uuvCA8PxyeffIKlS5fKtUtEtSPumHTvFw7Y1PCfM2PNyPVD0qnha9Fvx+OQkVeIUE9HdA8rfR4NImunEsXbAhQqPT0drq6uSEtLg4tLyROy5ObmIjo6GqGhodDp2OFL6Xi8qEZtmgMcWAl0nQFEvFbz63+vDZAWC/zvZ6Bx/5pff5H7P9iFU9fT8fLQFpjYo1GtbYeorlX0+10ca0aIyHIlnpHufdvUzvrroN/IhcQMnLqeDju1Cg92CKy17RApGcMIEVkmIYCk09Jj7xa1sw1TGKm9fiPrj0p9RXo380YDR02tbYdIyRhGiMgyZSYCOSmAygbwbFo72wgpOpdP/PFa6TdiMAhsKAojD7S3zivzElUFwwgRWabEoloR9zDAzr52tuEaCLgGAUIvdWStYQdibiEuLRfOOlv0be5d4+snshRWE0YsoB8ugceJalCSdLbhWmuiMQq+V7qPrfnz9KwvGs47tI0fdHY1dCp7Igtk8WHEzs4OAJCdLdPF8cgsxuNkPG5E1ZZU1Hm1Ji6OVxFTGNlXo6st1Buw5UwCAOA/7WS6nhaRQlj86eDVajXc3NyQlJQEAHBwcChxTRdSBiEEsrOzkZSUBDc3N6jV/C+Q7lJiLXdeNQouuqbT1YPSGV/VNfNn80D0LaRmF8DdUYMuoR41sk4iS2XxYQQAfH19AcAUSEi53NzcTMeLqNoMeuDGeemxdy3XjHi1ALSuQF4akHgK8G9XI6vdfFqqFenfwhtqG/4DRfWbVYQRlUoFPz8/eHt7o6CgQO7iUDns7OxYI0I1IyVGOg28rQ5wD63dbdnYAMFdgKi/pH4jNRBGDAaBv04nAgAGtWY4J7KKMGKkVqv5Y0dUHyRHSfcejQGbOvjOB99bFEb2AfdOvevVnbiehoT0XDhq1OjG078TWX4HViKqh25elO49GtfN9oKKjaipgRFhm09JTTS9m3tzFA0RGEaIyBLdLFYzUhcCOgA2dkBmgtREdJe2n5P6tw1s6XPX6yKyBgwjRGR5bl6S7j2b1M327OwB//bS47s830h8Wg7OJ2bARgX0bOJVA4UjsnwMI0RkeUx9RuoojABAUGfp/i7PxLrzwg0AQHiQG69FQ1SEYYSILEtuutRcAgAeYXW33cBO0v21g3e1mn+KwkivpqwVITJiGCEiy3KrqInG0Quwd6u77QbeI90nngbyq3fG50K9AbuikgEwjBAVxzBCRJYl2TiSpg6baADAJQBw8gUMhdJVfKvh2NVUZOQWws3BDm0D3Wq2fEQWjGGEiCyLaVhvHTbRAIBKdddNNcYmmh5NvHjWVaJizA4jO3fuxLBhw+Dv7w+VSoVff/21ysvu2bMHtra2aNeunbmbJSKSGIf11tVImuKMTTXVDCNsoiEqm9lhJCsrC+Hh4VixYoVZy6WmpmLs2LHo16+fuZskIrrtpkzNNECxMGL+iJrMvEKcvJ4GAOgaxgvjERVn9ungBw8ejMGDB5u9oalTp+LRRx+FWq02qzaFiMhECOBWtPS4tq9JUxb/doBKDWTEAWnXAdeAKi96MOYW9AaBYHcHBLjZ114ZiSxQnfQZ+eqrr3D58mUsXLiwSvPn5eUhPT29xI2ICDkpQF7R3wO3hnW/fY0j4NNSemzm+Ub+vXwTAHBvI/eaLhWRxav1MBIVFYUXXngBq1evhq1t1Spili1bBldXV9MtKCiolktJRBbBeCp2J19A4yBPGarZb+TfS1IYYRMNUWm1Gkb0ej0effRRLF68GE2bNq3ycvPmzUNaWprpdvXq1VosJRFZDGMYaRAiXxmq0W8kI7fA1F+kSyjDCNGdzO4zYo6MjAwcOnQIR48exYwZMwAABoMBQgjY2trir7/+Qt++fUstp9VqodVqa7NoRGSJlBRG4o4C+gJAbVfpIodiUmAQQEMPB/izvwhRKbUaRlxcXHDy5MkS0z766CP8/fff+OmnnxAaKkMHNCKyXEoII+5hgM4NyE0FEk/dvoBeBfYZ+4uwVoSoTGaHkczMTFy8eNH0PDo6GseOHYO7uzuCg4Mxb948XL9+Hd988w1sbGzQunXrEst7e3tDp9OVmk5EVCklhBEbG+nkZxe3Sk01VQgjxs6r7C9CVDaz+4wcOnQI7du3R/v20hdw9uzZaN++PRYsWAAAiI+PR2xsbM2WkogIUEYYAYCAqp+JNTu/EKfjpBFA94RyJA1RWcyuGenduzeEEOW+vmrVqgqXX7RoERYtWmTuZomovtMXAGnXpMdyhxEzOrGeuJYGvUHA10XH84sQlYPXpiEiy5B2DRB6wFYHOPnIW5aADtL9rUtA9q0KZz18JQUA0LFhg9ouFZHFYhghIstgbKJxayj125CTg7vUkRUArh+pcNajsVIYaR/sVsuFIrJcDCNEZBmU0l/EqApX8BVC4EhsKgDWjBBVhGGEiCyD4sJIUb+RCk4LH3MzG7ey8qGxtUErf9c6KhiR5WEYISLLkHpFum8gwzVpyhLQUbq/fli6gF8ZjP1F2ga4QmPLP7dE5eG3g4gsg3EkjatCrlXl0xpQa6WL9926XOYsR4r6i3RgEw1RhRhGiMgymMJIoLzlMLLVAH7h0uNy+o0cKaoZ6RDMMEJUEYYRIlK+wnwgI0F6rJSaEaDC841k5BbgfGIGAKBDQ7c6LBSR5WEYISLly4gDIKRmEUdPuUtzW6Cx30jpMHLqejqEAALc7OHtrKvjghFZFoYRIlK+4k00KpW8ZSnOeFr4hFNAQW6Jl05eTwUAtA3kKBqiyjCMEJHypV2X7pXSX8TILRhw9AIMBUDCiRIvnbiWBgBowzBCVCmGESJSvrSr0r2S+osAUi1NORfNO3ldCiNtA9zquFBElodhhIiUz9RMEyBvOcpiOhPr7X4jadkFuHIzGwDQJoA1I0SVYRghIuVT2rDe4oxhpFgn1lNxUq1IQw8HuDrYyVEqIovCMEJEyqfkMOLfAYAKSI0FMpMAFOsvwloRoiphGCEiZRNCuX1GAEDnAng1kx4XNdUYR9IwjBBVDcMIESlbbhqQnyk9dlFgnxGgVFMNR9IQmYdhhIiUzdhE4+ABaBzkLUt5Am53Yr2VlY9rKTkAgNasGSGqEoYRIlI2JfcXMTLWjMQdxclr0vVoGnk6wkXHzqtEVcEwQkTKlq6wq/WWxasFYOcA5KXjetRxAKwVITIHwwgRKZuxZkSp/UUAQG0L+LcHABhiDwAAWvm7yFkiIovCMEJEypYeJ927+MtbjsoUNdW43pJOC9/Cj2GEqKoYRohI2SwljBR1Yg3LPweAYYTIHAwjRKRsGQnSvbOfvOWoTFHNSDNVLIKcBLyctTIXiMhyMIwQkbJlxEv3Sg8jLv7I1npDrRIY5B4vd2mILArDCBEpV17G7ROeOfvKW5YquKxrCQDoqo2WuSREloVhhIiUK72ohkHrAmid5C1LFRzRhwEAmhdekLkkRJaFYYSIlMtSmmgAGAwCW9OlE7N5pZ+UuTREloVhhIiUyxRGlN9EczUlGwfzG6JQ2MAuKwFIuy53kYgsBsMIESmXMYwofVgvgLPx6ciBDrG2DaUJRRfNI6LKMYwQkXKlW07NyJm4dABAkksbacI1hhGiqmIYISLlMjXTKL9m5Ex8BgCgwK+DNOH6YRlLQ2RZGEaISLksqM/I2XipZsSlcVdpQtxRQF8oY4mILAfDCBEpV7pl9BlJzy3A9dQcAEBIs/bSUOSCbCDpjMwlI7IMDCNEpEwGA5BpPBW8smtGohKlJho/Vx1cHbVAgLGphv1GiKqCYYSIlCk7GTAUAlABTj5yl6ZC5xOks8Q28XGWJhRdNA/X2G+EqCoYRohImYz9RRy9ALWdvGWpxIWimpGm3kVniS26aB5rRoiqhmGEiJTJ1F9E+WdfjUoqCiN31ozcOA/kpslUKiLLwTBCRMpkQaeCv5AoNdM09S0KI05egFtDAAK4fkS+ghFZCIYRIlImCwkjqdn5uJGRBwBo4l3sYn5sqiGqMoYRIlImCwkjxlqRADd7OGptb78QeI90f/WADKUisiwMI0SkTJlJ0r2Tt7zlqISp86qPU8kXgrpI91f3S8OUiahcDCNEpEymMKLsYb1RiXd0XjXybQtonKQOrDz5GVGFGEaISJksJIycLwojTe4MI2rb2001sfvquFREloVhhIiURwggyxhGvOQtSyWijCNp7mymAYDgouvUMIwQVYhhhIiUJzcV0OdLjx2V22fkZmYebmblQ6UCGnuXEUYaFoWRK/ukgEVEZWIYISLlMTbR6FwBO528ZamAcSRNUAMHOGhsS88Q0AmwsQUy4oDU2DouHZHlYBghIuXJTJTuFVwrAhQ/82oZtSIAoHEA/NpJj9lUQ1QuhhEiUh4L6bx6obzOq8U1ZL8RosowjBCR8ljMOUYq6LxqFNxNur/CMEJUHoYRIlIeYzONgsOIEOJ2zYh3BTUjwfdK98nngaybdVAyIsvDMEJEypN1Q7pXcBi5lZWP1OyC8kfSGDm4A17NpcdX/62bwhFZGLPDyM6dOzFs2DD4+/tDpVLh119/rXD+X375BQMGDICXlxdcXFzQtWtXbNmypbrlJaL6wAI6sF66kQUACGxgD52duuKZjecbubK3lktFZJnMDiNZWVkIDw/HihUrqjT/zp07MWDAAGzatAmHDx9Gnz59MGzYMBw9etTswhJRPWFqplFuB9ZLN6T+ImFeFdSKGDU09hvZU4slIrJcZQyMr9jgwYMxePDgKs+/fPnyEs+XLl2KDRs24Pfff0f79u3N3TwR1QeZym+muZRkRhgJ6SHdxx8HclIA+wa1WDIiy1PnfUYMBgMyMjLg7u5e7jx5eXlIT08vcSOiesKgt4g+I8aakUZejpXP7OIHeDYFhIFNNURlqPMw8vbbbyMzMxOjRo0qd55ly5bB1dXVdAsKCqrDEhKRrLJvAUIvPXZU7nVpjH1GqlQzAgChPaX76J21VCIiy1WnYeT777/H4sWL8eOPP8Lbu/z/eObNm4e0tDTT7erVq3VYSiKSlfECeQ4egNpO3rKUI7dAj2sp2QDMCCPGphqGEaJSzO4zUl1r1qzBxIkTsW7dOvTv37/CebVaLbRabR2VjIgUxQJG0ly5mQ2DAFx0tvB00lRtIWMYSTojndRNwU1QRHWtTmpGfvjhB0yYMAE//PADhg4dWhebJCJLZQFnXzWNpPF2gkqlqtpCjh6ATxvpccyuWioZkWUyO4xkZmbi2LFjOHbsGAAgOjoax44dQ2ysdEXKefPmYezYsab5v//+e4wdOxbvvPMOunTpgoSEBCQkJCAtLa1m9oCIrIsFXJfGrJE0xbHfCFGZzA4jhw4dQvv27U3DcmfPno327dtjwYIFAID4+HhTMAGAlStXorCwENOnT4efn5/pNnPmzBraBSKyKhZwKnizRtIUxzBCVCaz+4z07t0bQohyX1+1alWJ5zt27DB3E0RUn1lEM42ZI2mMGnYDVGrg1mUg7RrgGlgLpSOyPLw2DREpi3E0jUI7sAohcNmcs68Wp3MB/ItO9nj5nxouGZHlYhghImXJSpbuFXqOkcT0PGTl62Fro0JDDwfzVxDWR7q/tK1mC0ZkwRhGiEhZTGHEU95ylMPYXyTYwwF26mr8CW1cdGqDS39LZ5slIoYRIlIQIYDsm9JjhYcRs5tojAI6AVpX6Ro114/UYMmILBfDCBEpR24aYCiQHjsoNIwkVXMkjZHaFgjrLT2+uLVmCkVk4RhGiEg5jE00GifATidvWcpR7ZE0xTUeIN0zjBABYBghIiXJVnZ/EaAGmmkAoHE/6f76YenCgET1HMMIESmHsWZEoU00WXmFiE/LBQCEVbeZBgBc/AHvVgCE1JGVqJ5jGCEi5VB4zUh0stRE4+mkgZtDFS+QVx5j7chFDvElYhghIuVQeM3I7dPA30UTjZFxiO/FSA7xpXqPYYSIlEPp5xgxXSDvLppojBp2k4b4Zt0Arh26+/URWTCGESJSDqU309zMBgCEetZAGFHbAU0HSo/P/XH36yOyYAwjRKQcCm+miSnqMxLiUQNhBACaD5Xuz22UTvhGVE8xjBCRcii4ZkQIYQojNVIzAkj9RtQa4NYlIPlCzayTyAIxjBCRcmQp91TwN7PykZFXCJUKCHKvxgXyyqJ1BkJ7SY/ZVEP1GMMIESmDEFJnTkCRzTTGYb3+rvbQ2alrbsXNh0j35zbV3DqJLAzDCBEpQ1767evSKLBmJLqmm2iMmhWFkeuHgPT4ml03kYVgGCEiZTB2XrVzBOzs5S1LGUydVz1rqInGyNkXCOwsPT6zoWbXTWQhGEaISBmyldtfBABibtbwSJriWj8o3Z/6uebXTWQBGEaISBkUfsKz6OQaPMfInVqNAKACrh0AUq7U/PqJFI5hhIiUQcGdV4UQuHKzlvqMAFJTTch90uPTv9T8+okUjmGEiJRBwecYScrIQ3a+HmobVc0N670Tm2qoHmMYISJlUPA5RowjaQIb2MNOXUt/NlsOB2xsgYSTwA2eAI3qF4YRIlKGbOWeCr7GTwNfFgd3IKyv9Pjkj7W3HSIFYhghImVQcAfW6NrsL1Jc29HS/bHvAYO+drdFpCAMI0SkDAruwBp9w1gzUkv9RYya3w/o3ID068Dl7bW7LSIFYRghImXIviXdO3rIW44ymM4xUts1I3a627UjR76t3W0RKQjDCBEpg/GkZw7KCiMGg8CVm7V4jpE7tf+fdH9u4+1OvURWjmGEiORXkAMU5kiP7d3lLcsd4tNzkVdogK2NCgFudXCaer+2gF+4dJ0edmSleoJhhIjkZ2yisbEFtM7yluUOxpE0we4OsK2tYb13aj9Guj/0pXQ1YyIrxzBCRPLLKQoj9u6ASiVvWe4QnVxH/UWKazsK0DgByReAS3/X3XaJZMIwQkTyM/UXUVYTDXC7ZqRO+osY6VyBdo9Jj/d/WnfbJZIJwwgRyc/YTKOwzqtAHY6kuVOXKQBUQNQW4Oalut02UR1jGCEi+ZmaaRrIW44yGJtpQmvz7Ktl8QgDmgyUHrN2hKwcwwgRyS87RbpXWDON3iAQe0sa1hviWcsnPCvLvVOl+6PfcpgvWTWGESKSX/EOrApyPSUHBXoBja0N/F3rYFjvnRr1kYb5FmQD/66o++0T1RGGESKSn6nPiLLCiPGaNA3dHWBjI8MoH5UK6DlHerx/JZCTUvdlIKoDDCNEJD+F1ozEyDGs907NhgLeLYH8DPYdIavFMEJE8lPo0N5oOYb13snGBuj5nPT4349YO0JWiWGEiOSn0KG9pmG9dT2S5k4tR0i1I7lpwM635S0LUS1gGCEi+Sm+mUaGkTTF2aiBAUukxwdWAikxshaHqKYxjBCRvPSF0n/8gKKaaQr0BlxNkS7eJ2szjVHjftLoGn0+sHWx3KUhqlEMI0Qkr9zU2491bnKVopRrKTnQGwTs7dTwcdbJXRxpZM3AJQBUwOlfgOidcpeIqMYwjBCRvIz9RXSugNpW3rIUY2yiaegh07Desvi2Ae55Qnr8+yygIFfW4hDVFIYRIpKXQvuLKGIkTVn6LQCcfIFbl4Bd78hdGqIawTBCRPJS+LBeWc8xUhadKzDkTenx7neBuKPyloeoBjCMEJG8spVZM2Ic1lvnF8irihb/kW6GQuCnJ4C8TLlLRHRXGEaISF45yjzHiGJrRgCpM+uw9wGXAKm55s/n5S4R0V1hGCEieSnwujR5hXrEpUrDemU/x0h5HNyBkZ8BKhvg2HfAwc/lLhFRtTGMEJG8FNiB9eqtbBgE4KhRw8tJK3dxyhfSHeg7X3q86Xng0nZ5y0NUTQwjRCQvU81IA3nLUUx0cjYAqYlGpVLIsN7y3PcM0HY0IPTAunFAwkm5S0RkNoYRIpKX8cJvCqoZUcTVeqtKpQKG/R8QdK90JttvhgNJ5+QuFZFZzA4jO3fuxLBhw+Dv7w+VSoVff/210mV27NiBDh06QKvVonHjxli1alU1ikpEVkmBQ3ujlTySpix2OuDRtYBfO+n9/HoYEH9C7lIRVZnZYSQrKwvh4eFYsWJFleaPjo7G0KFD0adPHxw7dgyzZs3CxIkTsWXLFrMLS0RWSIFDey2qZsTI3g0Ysx7waQNkJQFfDQYubpW7VERVYva5lwcPHozBgwdXef5PPvkEoaGheOcd6UyBLVq0wO7du/Hee+8hIiLC3M0TkTURotjQXuWFEcWdfbUyDu7A+D+Atf8DYnYB340C+r4EdH8GsGGrPClXrV8IYt++fejfv3+JaREREZg1a1Ztb7pysfuBtKtyl4Ko/tLnSyfuAhRTM5KTr0dcmnTNF4sLI4BUQ/K/X4DfZwLHvwe2vSJdVO8/HwBuwXKXzjIJARj0RZ/XAkBvvBV9fvX5t6cZiqYLQ7GbuOP5nbdyXq9rIfcB7o3qfruogzCSkJAAHx+fEtN8fHyQnp6OnJwc2Nvbl1omLy8PeXl5pufp6em1U7gDK4FTP9XOuomo6uwcAY0yzudx5ZZUK+Kis0UDBzuZS1NNthpgxEdAw27ApjnA5R3Aii5AzznAvdOkPibWzGAA8jOlDr0V3QqygIIcIL/oviC76JYD5Bd7XJgj9x7VjQe/sN4wUh3Lli3D4sWLa39D3s2B0J61vx0iqljLEXKXwKR4E43ih/VWRKUCOowBgroAf8wCruwBti2W/gnrPhPoME4xAbDKCvOBzEQgIwHITJDuSzxOBDLipaa/2q5ZUKkBtQZQ2xXdNICN3e3nKrV0QjqVqui+vFt5r6sA1PHnz9mvbrdXTK2HEV9fXyQmJpaYlpiYCBcXlzJrRQBg3rx5mD17tul5eno6goKCar5wPedINyKiIsXPMWIVvJoC4zcCJ9ZKTTbp14HNLwDblwKtHwTaPQoEdARs1PKVsTCvKFQUhQljqDAGD2PgMI68qiobO6nZSuda+qZ1AbTOgJ190c2x6N5Butc43H5sqysWPIpCB/vg1KhaDyNdu3bFpk2bSkyLjIxE165dy11Gq9VCq1XwWQ+JyGqZRtJYyrDeqlCpgPCHgVYPAMe+B/YsB1JigMNfSTcHD6Bxf6kWxb8d4NMasL3Lv8FCAHnpQOYNaXRPZqIUMorXaBhDhvFcM1VhYwc4+wJOPtK98eZU7LGDpxRCbHVFNQykdGaHkczMTFy8eNH0PDo6GseOHYO7uzuCg4Mxb948XL9+Hd988w0AYOrUqfjwww/x/PPP4/HHH8fff/+NH3/8ERs3bqy5vSAiqiGmc4xYS81IcbZaoNMEqYkmZhdwdDVwYbNU43BirXQDpGYCZ3+pw6uLn1SLoHMBNE643XQgpM6beZlS6MjPBPIypKHaWTeAzCRAn1deSUpTa0qHCicfqenAuejeyRewb8BaCStkdhg5dOgQ+vTpY3pubE4ZN24cVq1ahfj4eMTGxppeDw0NxcaNG/HMM8/g/fffR2BgID7//HMO6yUiRbLIc4yYy8YGaNRLuukLgKsHgEt/A3FHpVvOLSD9mnS7WxpnwMkLcPQuFiqKhQxj+LBvwFqMekwlhBByF6Iy6enpcHV1RVpaGlxcXOQuDhFZqay8QrRaKJ2Q8fiCgXC11NE0d0MIqUkl9SqQekV6nJdx+2akUkmdNLVOUt8LbVHNib2bFDyMAcTSOslSjarq77ciR9MQEckhpqiJpoGDXf0MIoAUMozNJEH3yF0aqifY8EZEVCTG2kbSEFkIhhEioiIx1tx5lUjBGEaIiIpcvmFhV+slshIMI0RERYw1I2ymIapbDCNEREUs9mq9RBaOYYSICEB6bgFuZuUDYM0IUV1jGCEiwu1aEU8nLZy0POsBUV1iGCEiAhBtaqLhSbqI6hrDCBERip1jhCNpiOocwwgRETiShkhODCNERCjeTMMwQlTXGEaIiFCsZoTNNER1jmGEiOq91Ox8pGYXAABC2IGVqM4xjBBRvWdsovFx0cJBw2G9RHWNYYSI6j1jGGETDZE8GEaIqN7jaeCJ5MUwQkT1XvRN6RwjDCNE8mAYIaJ6z1gzwnOMEMmDYYSI6jUhBJtpiGTGMEJE9drNrHxk5BVCpQKC3Tmsl0gODCNEVK8Za0X8Xe2hs1PLXBqi+olhhIjqNdOwXp7sjEg2DCNEVK/xNPBE8mMYIaJ6LSaZw3qJ5MYwQkT1Gs++SiQ/hhEiqreEELebaVgzQiQbhhEiqreSMvKQna+HDYf1EsmKYYSI6i1jE01AA3tobPnnkEgu/PYRUb0Vw/4iRIrAMEJE9Vb0TZ4GnkgJGEaIqN7iNWmIlIFhhIjqrWherZdIERhGiKhe0hsEYm5KJzwL83SSuTRE9RvDCBHVS9dTcpBfaIDG1gYBDezlLg5RvcYwQkT10qXkTABAiIcD1DYqmUtDVL8xjBBRvXT5htRfpBGbaIhkxzBCRPXS5RtSzUgjL3ZeJZIbwwgR1UummhEv1owQyY1hhIjqpcvJrBkhUgqGESKqdzLzCpGYngeAw3qJlIBhhIjqneiiJhoPRw1cHexkLg0RMYwQUb3DJhoiZWEYIaJ65xKH9RIpCsMIEdU7HNZLpCwMI0RU7xiH9YZxWC+RIjCMEFG9YjAI09V6WTNCpAwMI0RUrySk5yKnQA9bGxWC3B3kLg4RgWGEiOoZYxNNsIcD7NT8E0ikBPwmElG9YhrWy5E0RIrBMEJE9crtzqvsL0KkFAwjRFSvXOKwXiLFYRghonqFV+slUp5qhZEVK1YgJCQEOp0OXbp0wYEDByqcf/ny5WjWrBns7e0RFBSEZ555Brm5udUqMBFRdeUW6BGXlgMAaOTJmhEipTA7jKxduxazZ8/GwoULceTIEYSHhyMiIgJJSUllzv/999/jhRdewMKFC3H27Fl88cUXWLt2LV588cW7LjwRkTmik7MgBOBqbwd3R43cxSGiImaHkXfffReTJk3ChAkT0LJlS3zyySdwcHDAl19+Web8e/fuRffu3fHoo48iJCQEAwcOxCOPPFJpbQoRUU27mCT1F2ni7QSVSiVzaYjIyKwwkp+fj8OHD6N///63V2Bjg/79+2Pfvn1lLtOtWzccPnzYFD4uX76MTZs2YciQIeVuJy8vD+np6SVuRER3K6oojDT2Zn8RIiWxNWfm5ORk6PV6+Pj4lJju4+ODc+fOlbnMo48+iuTkZNx3330QQqCwsBBTp06tsJlm2bJlWLx4sTlFIyKq1MWkDAAMI0RKU+ujaXbs2IGlS5fio48+wpEjR/DLL79g48aNWLJkSbnLzJs3D2lpaabb1atXa7uYRFQPRCUWNdP4OMtcEiIqzqyaEU9PT6jVaiQmJpaYnpiYCF9f3zKXmT9/PsaMGYOJEycCANq0aYOsrCxMnjwZL730EmxsSuchrVYLrVZrTtGIiCpUoDeYLpDXhDUjRIpiVs2IRqNBx44dsW3bNtM0g8GAbdu2oWvXrmUuk52dXSpwqNVqAIAQwtzyEhFVy5Wb2Sg0CDhq1PBz1cldHCIqxqyaEQCYPXs2xo0bh06dOqFz585Yvnw5srKyMGHCBADA2LFjERAQgGXLlgEAhg0bhnfffRft27dHly5dcPHiRcyfPx/Dhg0zhRIiotpWvL8IR9IQKYvZYWT06NG4ceMGFixYgISEBLRr1w6bN282dWqNjY0tURPy8ssvQ6VS4eWXX8b169fh5eWFYcOG4bXXXqu5vSAiqoSxv0hjb/YXIVIalbCAtpL09HS4uroiLS0NLi4ucheHiCzQ0z8cxW/H4/DC4OaY2itM7uIQ1QtV/f3mtWmIqF6IKnbCMyJSFoYRIrJ6eoPA5RvGMMJmGiKlYRghIqt3LSUbeYUGaG1tENDAXu7iENEdGEaIyOoZO6+GeTlBbcORNERKwzBCRFbP1F/Eh/1FiJSIYYSIrF5U0TlG2HmVSJkYRojI6l3i1XqJFI1hhIismhDC1EzDE54RKRPDCBFZteupOcjO18NOrUJDDwe5i0NEZWAYISKrdj5B6i8S5uUEOzX/5BEpEb+ZRGTVzhWFkWa+bKIhUiqGESKyasYw0tyX17UiUiqGESKyaucT0gEAzVkzQqRYDCNEZLXyCw24fCMLAJtpiJSMYYSIrNalG5koNAg462zh56qTuzhEVA6GESKyWueKNdGoVLwmDZFSMYwQkdVi51Uiy8AwQkRW6zyH9RJZBIYRIrJa5+KNNSMMI0RKxjBCRFYpLbsACem5AICmDCNEisYwQkRWydh5NcDNHi46O5lLQ0QVYRghIqt0PpFNNESWgmGEiKzS2Xh2XiWyFAwjRGSVzsYXnWPEj8N6iZSOYYSIrE6h3mDqM9LKn2GESOkYRojI6lxOzkJugQEOGjVCPRzlLg4RVYJhhIiszum4NABASz8X2NjwNPBESscwQkRW5/R1NtEQWRKGESKyOqeKakZa+bvKXBIiqgqGESKyKkIInIkrqhkJYM0IkSVgGCEiq3ItJQfpuYWwU6vQxJvnGCGyBAwjRGRVTl2Xmmia+jhDY8s/cUSWgN9UIrIqp4uaaFqzvwiRxWAYISKrYhzWy/4iRJaDYYSIrIqxZoTDeoksB8MIEVmNpPRcJGXkQaUCmvsyjBBZCoYRIrIax66mAgCaejvDUWsrb2GIqMoYRojIahy/lgoAaBfkJms5iMg8DCNEZDWOX5U6r4YzjBBZFIYRIrIKBoMw1YyEB3FYL5ElYRghIqtwOTkLGbmF0NnZoJkPz7xKZEkYRojIKhwv6rzaJsAVtmr+aSOyJPzGEpFVMDXRBLrJWg4iMh/DCBFZBWPNCDuvElkehhEisnh5hXqciZfOvMphvUSWh2GEiCze6bh0FOgFPBw1CGxgL3dxiMhMDCNEZPEOx6QAADo0bACVSiVzaYjIXAwjRGTxDsbcAgDcE9JA5pIQUXUwjBCRRRNC4NAVqWakU4i7zKUhoupgGCEii3Y5OQu3svKhtbVBa3+eeZXIEjGMEJFFO1TURNMuyA0aW/5JI7JE/OYSkUU7WNR59R420RBZrGqFkRUrViAkJAQ6nQ5dunTBgQMHKpw/NTUV06dPh5+fH7RaLZo2bYpNmzZVq8BERMUZO692YudVIotla+4Ca9euxezZs/HJJ5+gS5cuWL58OSIiInD+/Hl4e3uXmj8/Px8DBgyAt7c3fvrpJwQEBODKlStwc3OrifITUT2WlJ6LKzezoVJJw3qJyDKZHUbeffddTJo0CRMmTAAAfPLJJ9i4cSO+/PJLvPDCC6Xm//LLL3Hr1i3s3bsXdnZ2AICQkJC7KzUREYD90VKtSHNfF7jo7GQuDRFVl1nNNPn5+Th8+DD69+9/ewU2Nujfvz/27dtX5jK//fYbunbtiunTp8PHxwetW7fG0qVLodfry91OXl4e0tPTS9yIiO6091IyAKBbmIfMJSGiu2FWGElOToZer4ePj0+J6T4+PkhISChzmcuXL+Onn36CXq/Hpk2bMH/+fLzzzjt49dVXy93OsmXL4OrqaroFBQWZU0wiqif2XLwJAOjemGGEyJLV+mgag8EAb29vrFy5Eh07dsTo0aPx0ksv4ZNPPil3mXnz5iEtLc10u3r1am0Xk4gszNVb2Yi9lQ21jQqdQxlGiCyZWX1GPD09oVarkZiYWGJ6YmIifH19y1zGz88PdnZ2UKvVpmktWrRAQkIC8vPzodFoSi2j1Wqh1WrNKRoR1TP7Lkm1IuGBrnDSmt39jYgUxKyaEY1Gg44dO2Lbtm2maQaDAdu2bUPXrl3LXKZ79+64ePEiDAaDadqFCxfg5+dXZhAhIqqKPUX9Rbo39pS5JER0t8xuppk9ezY+++wzfP311zh79iyefPJJZGVlmUbXjB07FvPmzTPN/+STT+LWrVuYOXMmLly4gI0bN2Lp0qWYPn16ze0FEdUrQgjsLaoZ6RbGMEJk6cyu2xw9ejRu3LiBBQsWICEhAe3atcPmzZtNnVpjY2NhY3M74wQFBWHLli145pln0LZtWwQEBGDmzJmYO3duze0FEdUr5xMzcCMjD1pbG3Ro6CZ3cYjoLqmEEELuQlQmPT0drq6uSEtLg4uLi9zFISKZfbTjIt7cfB59mnnhqwmd5S4OEZWjqr/fvDYNEVmc7eeSAAB9W/hUMicRWQKGESKyKClZ+Th8Rbo4Xt/mpS9BQUSWh2GEiCzKzqgbMAigmY8zAtzs5S4OEdUAhhEisijbzhqbaFgrQmQtGEaIyGIU6A3458INAGyiIbImDCNEZDH2XrqJtJwCeDpp0CG4gdzFIaIawjBCRBZj44k4AMCg1r5Q26hkLg0R1RSGESKyCAV6A7aclq6LNbSNv8ylIaKaxDBCRBZhz8XkoiYaLTqHustdHCKqQQwjRGQRfj8eDwAYzCYaIqvDMEJEipeZV4hNJ6UwMrwdm2iIrA3DCBEp3h/H45BToEcjL0d0bMhRNETWhmGEiBRv7aGrAIDRnYKgUrGJhsjaMIwQkaKdT8jA0dhUqG1UeKBDgNzFIaJawDBCRIr2xe7LAICBLX3g7ayTuTREVBsYRohIsZIycvHrUelEZxN7NJK5NERUWxhGiEixvt4bg3y9AR2C3dhxlciKMYwQkSLdyMjDV3tiAACTe4bJWxgiqlUMI0SkSB/+HYXsfD3CA10R0cpH7uIQUS1iGCEixTkbn47v9scCAOYOas7hvERWjmGEiBSlUG/A8z+dQKFBYEBLH3Rr7Cl3kYioljGMEJGiLPvzHE5eT4OLzhavjmgtd3GIqA4wjBCRYnz6zyV8sTsaAPD6g23h48LzihDVB7ZyF0BOt7LykZ1fWO7rQlR/3ZUtK1DxDJUvX9n2K1n/XWy7sq3ffdkrW778GSpdtpaPS2Vqdd8q3Xb1PxNV2X5Fa6hs2ZwCPdYcvIqNJ6SL4c0e0BRD2vhVtkEishL1Oows+u00fjseJ3cxiKiI2kaFuYOacSgvUT1Tr8OIndoGOruKW6pUqLgXf2Wd/CsbA1DZKIEqjSGo7TLIvI9VG0hR2/tQ2fLyvodVUWkZZN7H1gGumNorDK0DXCuZk4isjUpUVnerAOnp6XB1dUVaWhpcXFzkLg4RERFVQVV/v9mBlYiIiGTFMEJERESyYhghIiIiWTGMEBERkawYRoiIiEhWDCNEREQkK4YRIiIikhXDCBEREcmKYYSIiIhkxTBCREREsmIYISIiIlkxjBAREZGsGEaIiIhIVgwjREREJCtbuQtQFUIIANKliImIiMgyGH+3jb/j5bGIMJKRkQEACAoKkrkkREREZK6MjAy4urqW+7pKVBZXFMBgMCAuLg7Ozs5QqVQ1tt709HQEBQXh6tWrcHFxqbH1Kom17yP3z/JZ+z5a+/4B1r+P3L/qE0IgIyMD/v7+sLEpv2eIRdSM2NjYIDAwsNbW7+LiYpUfsOKsfR+5f5bP2vfR2vcPsP595P5VT0U1IkbswEpERESyYhghIiIiWdXrMKLVarFw4UJotVq5i1JrrH0fuX+Wz9r30dr3D7D+feT+1T6L6MBKRERE1qte14wQERGR/BhGiIiISFYMI0RERCQrhhEiIiKSldWHkRUrViAkJAQ6nQ5dunTBgQMHKpx/3bp1aN68OXQ6Hdq0aYNNmzbVUUnNt2zZMtxzzz1wdnaGt7c3RowYgfPnz1e4zKpVq6BSqUrcdDpdHZXYPIsWLSpV1ubNm1e4jCUdPwAICQkptY8qlQrTp08vc36lH7+dO3di2LBh8Pf3h0qlwq+//lridSEEFixYAD8/P9jb26N///6IioqqdL3mfo9rS0X7V1BQgLlz56JNmzZwdHSEv78/xo4di7i4uArXWZ3PeW2q7BiOHz++VHkHDRpU6Xot4RgCKPP7qFKp8NZbb5W7TiUdw6r8LuTm5mL69Onw8PCAk5MTHnzwQSQmJla43up+d6vKqsPI2rVrMXv2bCxcuBBHjhxBeHg4IiIikJSUVOb8e/fuxSOPPIInnngCR48exYgRIzBixAicOnWqjkteNf/88w+mT5+Of//9F5GRkSgoKMDAgQORlZVV4XIuLi6Ij4833a5cuVJHJTZfq1atSpR19+7d5c5raccPAA4ePFhi/yIjIwEA//3vf8tdRsnHLysrC+Hh4VixYkWZr7/55pv4v//7P3zyySfYv38/HB0dERERgdzc3HLXae73uDZVtH/Z2dk4cuQI5s+fjyNHjuCXX37B+fPn8Z///KfS9ZrzOa9tlR1DABg0aFCJ8v7www8VrtNSjiGAEvsVHx+PL7/8EiqVCg8++GCF61XKMazK78IzzzyD33//HevWrcM///yDuLg4jBw5ssL1Vue7axZhxTp37iymT59ueq7X64W/v79YtmxZmfOPGjVKDB06tMS0Ll26iClTptRqOWtKUlKSACD++eefcuf56quvhKura90V6i4sXLhQhIeHV3l+Sz9+Qggxc+ZMERYWJgwGQ5mvW9LxAyDWr19vem4wGISvr6946623TNNSU1OFVqsVP/zwQ7nrMfd7XFfu3L+yHDhwQAAQV65cKXcecz/ndamsfRw3bpwYPny4Weux5GM4fPhw0bdv3wrnUfIxvPN3ITU1VdjZ2Yl169aZ5jl79qwAIPbt21fmOqr73TWH1daM5Ofn4/Dhw+jfv79pmo2NDfr37499+/aVucy+fftKzA8AERER5c6vNGlpaQAAd3f3CufLzMxEw4YNERQUhOHDh+P06dN1UbxqiYqKgr+/Pxo1aoTHHnsMsbGx5c5r6ccvPz8fq1evxuOPP17hBSEt6fgVFx0djYSEhBLHyNXVFV26dCn3GFXne6wkaWlpUKlUcHNzq3A+cz7nSrBjxw54e3ujWbNmePLJJ3Hz5s1y57XkY5iYmIiNGzfiiSeeqHRepR7DO38XDh8+jIKCghLHo3nz5ggODi73eFTnu2suqw0jycnJ0Ov18PHxKTHdx8cHCQkJZS6TkJBg1vxKYjAYMGvWLHTv3h2tW7cud75mzZrhyy+/xIYNG7B69WoYDAZ069YN165dq8PSVk2XLl2watUqbN68GR9//DGio6PRo0cPZGRklDm/JR8/APj111+RmpqK8ePHlzuPJR2/OxmPgznHqDrfY6XIzc3F3Llz8cgjj1R48TFzP+dyGzRoEL755hts27YNb7zxBv755x8MHjwYer2+zPkt+Rh+/fXXcHZ2rrQJQ6nHsKzfhYSEBGg0mlIBubLfRuM8VV3GXBZx1V6q3PTp03Hq1KlK2ym7du2Krl27mp5369YNLVq0wKeffoolS5bUdjHNMnjwYNPjtm3bokuXLmjYsCF+/PHHKv2nYmm++OILDB48GP7+/uXOY0nHrz4rKCjAqFGjIITAxx9/XOG8lvY5f/jhh02P27Rpg7Zt2yIsLAw7duxAv379ZCxZzfvyyy/x2GOPVdpJXKnHsKq/C0pgtTUjnp6eUKvVpXoIJyYmwtfXt8xlfH19zZpfKWbMmIE//vgD27dvR2BgoFnL2tnZoX379rh48WItla7muLm5oWnTpuWW1VKPHwBcuXIFW7duxcSJE81azpKOn/E4mHOMqvM9lpsxiFy5cgWRkZFmX5K9ss+50jRq1Aienp7lltcSjyEA7Nq1C+fPnzf7Owko4xiW97vg6+uL/Px8pKamlpi/st9G4zxVXcZcVhtGNBoNOnbsiG3btpmmGQwGbNu2rcR/lsV17dq1xPwAEBkZWe78chNCYMaMGVi/fj3+/vtvhIaGmr0OvV6PkydPws/PrxZKWLMyMzNx6dKlcstqacevuK+++gre3t4YOnSoWctZ0vELDQ2Fr69viWOUnp6O/fv3l3uMqvM9lpMxiERFRWHr1q3w8PAwex2Vfc6V5tq1a7h582a55bW0Y2j0xRdfoGPHjggPDzd7WTmPYWW/Cx07doSdnV2J43H+/HnExsaWezyq892tTsGt1po1a4RWqxWrVq0SZ86cEZMnTxZubm4iISFBCCHEmDFjxAsvvGCaf8+ePcLW1la8/fbb4uzZs2LhwoXCzs5OnDx5Uq5dqNCTTz4pXF1dxY4dO0R8fLzplp2dbZrnzn1cvHix2LJli7h06ZI4fPiwePjhh4VOpxOnT5+WYxcq9Oyzz4odO3aI6OhosWfPHtG/f3/h6ekpkpKShBCWf/yM9Hq9CA4OFnPnzi31mqUdv4yMDHH06FFx9OhRAUC8++674ujRo6bRJK+//rpwc3MTGzZsECdOnBDDhw8XoaGhIicnx7SOvn37ig8++MD0vLLvsVL2Lz8/X/znP/8RgYGB4tixYyW+k3l5eeXuX2Wf87pW0T5mZGSI5557Tuzbt09ER0eLrVu3ig4dOogmTZqI3Nxc0zos9RgapaWlCQcHB/Hxxx+XuQ4lH8Oq/C5MnTpVBAcHi7///lscOnRIdO3aVXTt2rXEepo1ayZ++eUX0/OqfHfvhlWHESGE+OCDD0RwcLDQaDSic+fO4t9//zW91qtXLzFu3LgS8//444+iadOmQqPRiFatWomNGzfWcYmrDkCZt6+++so0z537OGvWLNP74ePjI4YMGSKOHDlS94WvgtGjRws/Pz+h0WhEQECAGD16tLh48aLpdUs/fkZbtmwRAMT58+dLvWZpx2/79u1lfiaN+2AwGMT8+fOFj4+P0Gq1ol+/fqX2u2HDhmLhwoUlplX0Pa5LFe1fdHR0ud/J7du3m9Zx5/5V9jmvaxXtY3Z2thg4cKDw8vISdnZ2omHDhmLSpEmlQoWlHkOjTz/9VNjb24vU1NQy16HkY1iV34WcnBwxbdo00aBBA+Hg4CAeeOABER8fX2o9xZepynf3bqiKNkpEREQkC6vtM0JERESWgWGEiIiIZMUwQkRERLJiGCEiIiJZMYwQERGRrBhGiIiISFYMI0RERCQrhhEiIiKSFcMIEcmmd+/emDVrltzFICKZMYwQERGRrHg6eCKSxfjx4/H111+XmBYdHY2QkBB5CkREsmEYISJZpKWlYfDgwWjdujVeeeUVAICXlxfUarXMJSOiumYrdwGIqH5ydXWFRqOBg4MDfH195S4OEcmIfUaIiIhIVgwjREREJCuGESKSjUajgV6vl7sYRCQzhhEikk1ISAj279+PmJgYJCcnw2AwyF0kIpIBwwgRyea5556DWq1Gy5Yt4eXlhdjYWLmLREQy4NBeIiIikhVrRoiIiEhWDCNEREQkK4YRIiIikhXDCBEREcmKYYSIiIhkxTBCREREsmIYISIiIlkxjBAREZGsGEaIiIhIVgwjREREJCuGESIiIpIVwwgRERHJ6v8BuDBaB3O7lpYAAAAASUVORK5CYII=",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# 10.3.1\n",
|
|
"\n",
|
|
"dt = .005\n",
|
|
"C = .5\n",
|
|
"\n",
|
|
"t = np.linspace(0,20,int(20 / dt))\n",
|
|
"B = np.zeros_like(t)\n",
|
|
"F = np.zeros_like(t)\n",
|
|
"E = np.where(t < 10, 1, 2)\n",
|
|
"\n",
|
|
"F[0] = 1\n",
|
|
"B[0] = E[0] - C\n",
|
|
"for i in range (0, int(20 / dt) - 1):\n",
|
|
" B[i+1] = B[i] + dt * (F[i] * B[i] - B[i])\n",
|
|
" F[i+1] = F[i] + dt * (E[i] - F[i] * B[i] - C * F[i])\n",
|
|
"\n",
|
|
"plt.title(\"Intestine: Host suddenly eats twice as much\")\n",
|
|
"plt.xlabel(\"t\")\n",
|
|
"plt.plot(t, B, label=\"Bacteria\")\n",
|
|
"plt.plot(t, F, label=\"Food\")\n",
|
|
"plt.legend()\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "venv",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.8.10"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|