{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# <center> R1.04 Méthodes d'optimisation <br> TP1b - Descente de gradient 2D (et plus) </center>\n",
    "<center> 2025/2026- Thibault Godin & Gauthier Quilan </center>\n",
    "<center> IUT de Vannes, BUT Informatique </center>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Le but de ce TP est d'implémenter quelques méthodes numériques d'optimisation, basées sur les méthodes de gradient, dans un espace $\\mathbb{R}^n$ avec $n \\geq 2$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/82/tlz6rhc973g4vwthdrv5z3dc0000gn/T/ipykernel_86099/2445117881.py:16: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n",
      "  cmap_reversed = plt.cm.get_cmap('RdBu_r')\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "\n",
    "\n",
    "# Affichage graphique\n",
    "\n",
    "#%matplotlib notebook \n",
    "# enable interactivity of plots\n",
    "# attention a bien fermer les fenetres plt après chaque visualisation\n",
    "\n",
    "%matplotlib inline\n",
    "\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "from mpl_toolkits.mplot3d import Axes3D \n",
    "\n",
    "cmap_reversed = plt.cm.get_cmap('RdBu_r')\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Échauffement : quelques dessins\n",
    "\n",
    "La descente de gradient est un algorithme utilisable en toutes dimensions, cependant la partie intuition vient généralement des dimensions 1 et 2. \n",
    "\n",
    "On commence donc par quelques fonctions qui seront utiles pour visualiser des fonctions $f : \\mathbb{R}^2 \\to \\mathbb{R}$.\n",
    "\n",
    "L'exemple développé ici concerne la fonction f ci-dessous : \n",
    "$$f(x,y) = \\frac{sin(x^2+y^2-x)}{\\sqrt{x^2+y^2}+1}$$\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#dessin 2D -> 1D\n",
    "\n",
    "n = 150\n",
    "\n",
    "\n",
    "# linspace : \"return evenly spaced numbers over a specified interval\" \n",
    "# (ici : 150 nombres homogènement répartis entre -2 et 2)\n",
    "VX = np.linspace(-2.0, 2.0, n) \n",
    "VY = np.linspace(-2.0, 2.0, n)\n",
    "\n",
    "#meshgrid : renvoie des matrices de coordonnées qui, combinées, donnent \n",
    "#les coordonnées de tous les points constructibles à partir des vecteurs en paramètre\n",
    "X,Y = np.meshgrid(VX, VY)\n",
    "\n",
    "#Tester le plot avec un n = 10 au lieu de 150\n",
    "#plt.plot(X,Y,'o',color = 'r')\n",
    "\n",
    "def f(x,y):  \n",
    "    r = np.sqrt(x**2+y**2)\n",
    "    z = np.sin(r**2-x)/r+1\n",
    "    return z\n",
    "\n",
    "\n",
    "Z = f(X,Y)\n",
    "\n",
    "\n",
    "fig = plt.figure()\n",
    "ax = plt.axes(projection='3d')\n",
    "# Tweaking display region and labels\n",
    "#ax.set_xlim(-3.0, 3.0)\n",
    "#ax.set_ylim(-3.0, 3.0)\n",
    "#ax.set_zlim(0, 4.0)\n",
    "ax.set_xlabel('axe x')\n",
    "ax.set_ylabel('axe y')\n",
    "ax.set_zlabel('axe z')\n",
    "\n",
    "#Point de vue en degrés (premier parametre : hauteur, deuxième : angle latéral)\n",
    "ax.view_init(15, -60)\n",
    "\n",
    "# surface (alpha : transparence -> 0 completement transparent)\n",
    "# colormap : bas en bleu, haut en rouge\n",
    "ax.plot_surface(X, Y, Z, alpha=0.8,cmap=cmap_reversed)\n",
    "\n",
    "\n",
    "plt.tight_layout()\n",
    "# plt.savefig('fonctions-niveau-1d.png')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#courbes de niveau\n",
    "# Contours et surface\n",
    "\n",
    "#On affiche 20 niveaux différents entre 0 et 3\n",
    "mes_niveaux = np.linspace(0,3,20)\n",
    "\n",
    "# ligne de niveau dans le plan\n",
    "fig = plt.figure()\n",
    "plt.xlim(-2.0, 2.0)\n",
    "plt.ylim(-2.0, 2.0)\n",
    "#Plus les lignes sont rapprochées, plus la pente est forte\n",
    "plt.contour(X, Y, Z,mes_niveaux,cmap=cmap_reversed)\n",
    "plt.axis('equal') \n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#surface + lignes de niveau\n",
    "\n",
    "fig = plt.figure()\n",
    "ax = plt.axes(projection='3d')\n",
    "ax.set_xlabel('axe x')\n",
    "ax.set_ylabel('axe y')\n",
    "ax.set_zlabel('axe z')\n",
    "ax.view_init(25, -25)\n",
    "\n",
    "mes_niveaux = np.linspace(0,3,20)\n",
    "ax.plot_surface(X, Y, Z, rstride=1, cstride=1, edgecolor='none',alpha=0.9,cmap=cmap_reversed)\n",
    "ax.contour(X, Y, Z, mes_niveaux, offset=0,cmap=cmap_reversed, linestyles=\"solid\")\n",
    "\n",
    "#ax.view_init(15, -60)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Descente de gradient en deux dimensions\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Exercice 1 : Un exemple à fonction f fixée\n",
    "\n",
    "Le but de cet exercice est d'implémenter la méthode (la plus basique) de descente de gradient, en 2D.\n",
    "\n",
    "\n",
    "On va considérer la fonction $f: (x,y) \\mapsto (x^2 +y -11)^2 + (x+y^2 -7)^2$\n",
    "\n",
    "\n",
    "On rappelle l'étape clef du gradient :\n",
    "\n",
    "$$a_{k+1} = a_k -  \\delta \\nabla f(a_k)$$\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Question 1**\n",
    "\n",
    "1. Ecrire le corps de la fonction `f(x,y)`. \n",
    "2. Remarquez que l'on peut également la définir comme ne prenant qu'un seul paramètre $X$ définit à une liste de taille 2. Ecrire `f(X)`. Cette deuxième façon est plus facilement généralisable à $n$ dimensions. C'est cette syntaxe que nous privilégierons pour la suite."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "def f(x,y):\n",
    "    return (x**2+y-11)**2 + (x+y**2-7)**2\n",
    "\n",
    "def f(X):\n",
    "    x, y = X\n",
    "    return (x**2+y-11)**2 + (x+y**2-7)**2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "X,Y = np.meshgrid(np.linspace(-5.5, 5.5, 50),\n",
    "                     np.linspace(-5.5, 5.5, 50))\n",
    "Z = f([X,Y])  # Utilisation de la version f(X)\n",
    "\n",
    "\n",
    "fig = plt.figure()\n",
    "ax = plt.axes(projection='3d')\n",
    "ax.view_init(30, -50)\n",
    "ax.plot_surface(X,Y, Z, rstride=1, cstride=1, edgecolor='none',alpha=0.9,cmap=cmap_reversed)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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Lb5Fk6DO6cyG3uM+N+nlso0EbCSIKBCoqL8C4fxyqP1bTC4nN5Nai/Hix6VKguv3D44bHNk2JqqZSy6sE8y7DNGXnkzgylD7mQIKu/s4RBZafygvQBVEXLu3q7hHRn0x+4W0+otvW3lmzhYgi5O8PkRXR6DCZj9SnBJNezLMUYVrCyxLT8/AlQZepUFBuIMACIhMfo71tW7Dx94ePRUnQZEyQx2RMMA6mU8a5uMinERX6HL/zIbywOClqsz3HPEgQqVAgAgGmiMnq7jyq6E8rvo7Omtvhvqrj8OnQqCZ723lI40SBNri88CcZe5M916dYXUgvqdhsn6s7Z9V7lYc+TKRB1XR2dtKll15KY8aMocbGRtpjjz3o8ssvp66uLs2ziG666SbaZ599gufsvffe9POf/7zm8fvuu48OPvhg+shHPhIsor7//vvTL37xC/IBGuE1JFkCSXdBEKMlXfGLLPXJiy+EiU/2b54+9XXB8/s21AXHaxCa2pkExQZ6dk78rDE8PhrlTZrl484eY0uexgtdCM83/GvEmftVNqkBk6DYOC+bNUbWKC+bJQYN8u648sorac6cOXTHHXfQJz7xCVq6dCmdddZZNGjQILrwwgulz2H7T58+nebNm0eHHHIIPffcc3TuuefSjjvuSCeeeGKwz+DBg+n73/8+jR07lurr6+mhhx4KjrvLLrvQcccd5/AngAAzRTeWJhuX41OWfMTH6GzfUrNvXX1j92N9+tZ17y+TYHibh58ejZegOG2aL/IiwSwpgvRMXlv2e1SJMA0J2lLF6dFaWlpqbjc0NAQbz9NPP01f+tKX6IQTTghujx49mn75y18GUlPBIrlvfOMbdNpppwW3d999d1qyZEkg01CAEydOrHnO1KlTA8n+4Q9/cC5ApEBzhi76Y7Doj8mMyY1tTHzB1iZsH9wfPOcDEQbPU6RDbVKhPL76Axm2Y01lIUmKM046U1zoOM5mck4yZD+naTo07rSEZRwL3NZ/iDYVb7z1HxIcb+TIkUEkF26zZs3q8ZqHH344PfbYY/TnP7//BeP//u//Akkdf/zxyvNsa2ujfv1qJ9tnqVAmzY6OntcOlk5lr7Fq1So68sgjyTXl+9qcIbI/ZtPxrqjljcLUZyg/Rii4UHh6Go0jwahUaFQUKEuFpkGRI8EkAo8rO5fwx9OltmURoez3FjcS9BUFVo3m5mZqamrqvi1Gf4xLLrkkiBRZqrKuri4YE7ziiivojDPOUB6XRXC33nornXTSSXTggQfSsmXLgttMfu+++y7tuuuuwX4bNmyg3XbbLRAmO/bPfvYz+uxnP+v850QEmDFRE1szOcmqNWuivvYttE3YeDmG+9eME3KtErbnl1ZbRJyLex7aANKO9kwxjdiSEvU6svOWvQ9xC2NMxu5to8CqFcM0NTXVbDIB/upXv6K77rqL7r77blq+fHmQprz66quD/6tgRTMsQvzkJz9Jffv2DVKokyZNCh7r3ftDHQ0cOJBWrFgRpEeZVKdNm0aLFy92/nMW8+syMIJJj40FgmpHfHGFZ1K1LCtwkr226cogYjRoEgnqllIKQRTonu985ztBFPiVr3wluL3vvvvSm2++GaRLQ6mJsHTnbbfdRnPnzqV169YFEd8tt9wSCG/nnXfu3o/JcM899wz+zapAX3755eC44vhgUhABprAMUtaEUWAIXz0qiy5NsG2JSEKcFF+eo8C05Gcb7THh8ZvL56jORfbzmESCUX+fPqJAUMvmzZtrojYGS1du3x79GWXR34gRI4L9FyxYQF/4whd6HIuHHZOlQ12DCLBkbO9op959/VRp6loikqBriSjTmGBaVZ2m0rPtS7U9pmn7S5xIUDYeGEXSKLCK1aA6WNUmS0+OGjUqaIN4/vnn6dprr6Wzzz67ex/W8rBmzZruXj9WMMMKXg477DB67733gv1ffPHFmrQpi/RYHyDrK2TSW7hwYVA9ylooXJOfq0PJ8XGxYfDFL0x+ecGmJ7DspNnOYCK/uJ9FvsLXpMgpfB3xdy5Li5q0vURJ0KQgRgR9gfG58cYbgzG9//f//h+tX7+ehg8fHrQ4XHbZZd37vP3227R69eru26xQ5pprrgmqOlkUeNRRRwXtFKyFIqS1tTU45l//+tcgZcqKbO68887u1gmXQIAFwbRo5cP9t1Afi/E/sTFeVgmaJTZ9gXmKAvMU9ZmKz2RaO9U+MjHqRKiToI/fHcYC3TFw4EC6/vrrg03F/Pnza26zGWBYpKhj5syZwZYGGAMs0WwhLog7JphnshgPTFqNalPhGSU/kzG9cGmrpHO66o4jOw/x3GXVobq/N7EqNM5YoA1VqwYtOxBgQWB9e3nGpBVCh+/S/LQk6GqeTldFLqbiM/0d81sUOhH6lKAtKIapLhBgQsQSbRWqsS9ZQ7mYehSnKQupa2gM2hzYxtKdrPiFbezfbAtbIML9Quob+vQ4dpj+DG/bpj/5OUHj4KMIRiSNNfGSklbUFyU+UXYy4Znso3qtpBLUERUFYrkkEAIBGhLVZ5QUVXUlPy7HokAmLzajSyg+JjdGKMFQfOFj4ePB8/u+//zwWCbwgubPMWo+0CxmgsmSNOWXFBPxxUUnw6QS9BkF2oA0aHmAAD1jG9nwYuEjPzEKZDJj8KILxRfcz4kxkOMH+/PycxX9mVLFClAfJEl7RsnPpP9TtqmOJ5srlj+HKAmmFQUiDVpNUAXqEFax5iPNxgQVTlodyos1szOpsenNmOCCWV+4aI9PeYbyC6JHQX6m6Pr/kqY/i07eUp+28osSn8mkB/w+YnYgPL5q6SyxPYavDtVVhspmiakq723ZRtv6Jv8cbszxBBI+QASYU2RRGC+t7lRm37qalCgj/H/4GL+/iBj98ajSnK6XQzKJkuO0QKRBnmacsZWfLt0ZFd3pUD1Xt3KILhI0TYVGVYQCIJLPq0pFECMnWZQlpikZYRTHS41PifLi4/czif5cpD/zOv6Xp1lhXEd/ceQnQyc9NhOQbjM5nihdnQRV71HcLx0u06AYBywHEGAGiIIQIypdhCXKi8lNjAalj0nkZxr9uZj+rIzjf2lGf3HbRGzlJ0MnONl+sv110aBKgqY/sy4KBEAHBOgJWcrOVgJhNKaKAvlKzlB2/MbvK8IfS3w9HaKcqz7+l4fKT1XkZCo/VdRnIj6TiJHfN4kE40SBSIMCHRBgzlBFW7wE+YgtFKEoOfF+9hyZSGWVn0miP1n6Uyf+NMb/WOozr+lPX9GfaXO7jfh01Z+6MUNRgmJK1Paco9BFgagGBTwQoIaoiXRN0V3kwwhKlQZVRWWh0KJkKO7Dpz2j5Gcb/dmO/aUlP1/kQao2E1sn6e+zKYaRyTAqJSpiGwVmMSUhxgGLDwTogDil2DpZiFGXLhUa3s8LTSZH9hzdmJ9McLrGd9PUZ5Zjf3kQVJ6JitbCfWT7scnSZZvuNVSRpY8okAdpUKACAkz5oqsTgq4YRiZBXmohotzEffjH2THD49rIT0beor+05FcUyZpEf1FRmk50un1U0WBUKjRJFGiTBgXVBQKMiclinKYXcFk0FQpIJ8EQXobixiPKT0XUuJ9p6jNJ9FcE+eUVkygqKgUpk59q9RB+E58jitBUgr7X0eTBrDDVBQLMEJk4ZNGWSoJimlOGbD9RfrqiFx+pT58TX2chv6yE61IOumpNXmI64YmPy54fJUGdxJOsGII0KJABAaY0IXbURV8XBaokKJOcuPHwKc/wmEnll6fUZ9UjPxViZCUKx0Z+Mtg0feHGw4tQJUHxPtMoMC9pUBTCFBsIMAOiUoMmU5CJMtMh21c35qc7h7ymPrOWX9avH7eIRNfnp5OfSnqy+3kJhscMhacrinEdBerAEknVpPICXHHvypo35J3n/+z0Yhh1QecloooCdQUpodx4wfH3ycQXR35ppD7jyC9PPX5xziNPc5zykZlKfrpITyVJ8RgqCerGJaOiQNdp0KKtDtHSvj14P5JuLe3pLMmVF/Lz11eBVgheALZRoElVZlRUKHteXPm5bniPKz+QLaL0ZDKUSdB1RBsnDQoABOi5EtQEVRQYJUFZNMfD7yM7FuTnnqyl7HMiclnkF7KtvTPYxMfDfUQJRkWBurYNV2lQtEMACDCl2WBsMJUgv49skyETn+x1xPPIS+SXp5SnCtvzi5sGjTPWajKjS1Thixjh8eILRcgLMUqCprhIg/oAhTDFBQL0hGocUJUG1X1zN5Fg5PloxCer9syr/KqIz7YRU1RpzFBybIHmcJM9rpKgSRQYJw0aZxwQhTDVAwJ02AqRdHVqXUGMKoWpElvU47Jjyl5Xdm5ZXLSLJr+ina8sMowas+PlxyPKUCXBOFGgaRrUxThg0QphgD0QYAaYFsNESdBWePxxXMhPde6ue/2KJpM4551FNajJGn+qqE2U37aOzh5bzePC+GDcKDCvaVBQTCDAlAphTC9womxkEjTp0ZOhe64q5Qn5JaNo8o6KyPixPV5+ne1beu77gQh5CeqiQJsVJ1yBQphqU1oBnrKutr8vzxc/MZKKkqCLKlD+2DYzvLBzjRv5sS8Bpl8EilDsYorpz6F7b1yllKPWejSdXIGXXwiToLiJ+4uRnyzNahqZytKgJkskYVo0UHoBJkFshvdRCWp7QdM1ottUgfLHc5XydF3wUhbxpUGWy02ZwCTIp0P58cCosUCbNGgUpuOAKISpFhAgUY/ZYJKgK4TRSSAqCoySlilR4iuj/NjvJM5W1CjQJINgi64gJoj22jQbJ0GGrF8wJG4aNOtxQLRCFBMI0POk2LoLn3hBM5Fg3AtalDx1VZ5FlJ8LkbkWYZ4j2zjjyrzUTBErRsXmets0qG9QCVpu8vsXWbBCGNMUCxOC7tsqkw2f4mFikvVByWQWpopsBBnV3pCG/FyJwXXUJh5XNabkmqjPSNRnJktkxTAf0kh9+tbVRIH8iiUsDSqOQbKIUCdnNg4ofg7ZOKDNZ4oVwmQx4QXIHgjQx5va+q7xxZL98Ub1NIWSimoITkt8eZOfL/H5ECH7eU0atpN8XtKkO/0pqwLl7qtraPxgn8bgdn1Dnx5p0FCGMumxL3fs883+BthnlwnfZPyT/a7S+nxkyd82d9DWuuSfi9bN8foyiwpSoCkgXuSj5KD6w3Yxz6NunC/q9cMLcF7k52OsLo3XNfm5k/YF2swslDSNKRMfLz8Gk6R4jLAtQlUM4zoNymdpUAkKGBCgIT5TJDKh6CQYR4Sm4ku6knsa8stKfLLzyAKbz0tUdsB0Wj1xceUo8W3vaO/e2H18pKgaO4yzWoSPQhhUglYHrwKcNWsWHXLIITRw4EDaZZdd6KSTTqJVq+Kvqp4mUesCioUwYkN81MVRFIXtRS0UGr+ZPOYz5WkivyT9fXkRn4tzSiMKjEs4DqeSnpi+9E1UZWieUsKgWHj9C3vyySdpypQp9Oyzz9KiRYuoo6ODjj32WGptbaWqYXLBi/PNPml0GBX1qc4rzagvj+IT8SVBG0yriFVpUJPUaJ/66EgwDmI1qEx6Nv2AScZZ41aCohWieHj9Kvfwww/X3J4/f34QCS5btoyOPPJIqjqyaj9ZkUN4YXNZ6Wci1jykPPMuvrjFT6ZFMaqK0DjFMCwNKltnj6VBdeNtDY19le0KPH3qG3uO/bW//3o9f8L3i2FsUqwAuCbVHMuGDRuC/w8ePFj6eFtbG7W0tNRsRWyGV128TSWgEo9JtBaF6TGyll8Roj4ZeTtnlwvkyiRVV98YVHiy/7vCZyGMCswJWk1SE+D27dvpoosuoiOOOILGjRunHDMcNGhQ9zZy5MhczwcaNQ5oQpxxHlsRhvubii/L8b6iio/H9vyj3iPVe500Za5Lg0aNAzLCnj6X+CiEwZygIHMBsrHAF198kRYsWKDcZ/r06UGUGG7Nzc1UtkrQpFGgSmy6zfT18hD1lYW8/iwupkUzLYQJ058ucLVSRNy1AUE5SUWA559/Pj300EP0xBNP0IgRI5T7NTQ0UFNTU81WhQuhzTd8H5i+ji/5lSHqk2HzM7mMAuOkQaPaIdg4oEkhDBsHlIlQ1g7BI/YDRhXCiKASNBvWrFlD//qv/0pDhgyhxsZG2nfffWnp0qXK/d9++2366le/Sh/72Meod+/eQVZQhNWK9OrVq2br18/NF7dUBdjV1RXI7/7776fHH3+cxowZQ0UiqhVChkkaVHax013gfInQJurzmfIsMy4lmPYKEbKlkcSUKEuDqsYB6+r7df+/d9/6QI78PuFagbLFcqNIsjKECegFjOa9994LhrT69u1Lv//97+mll16ia665hnbccUflc1idx84770w/+MEPaL/99lPux4IfJstwe/PNN6lwVaAs7Xn33XfTgw8+GPQCrl37vhzY+B77tlAG2Digq1kldHNAhqJy8U3XRqg+oz6fxBmP9ZUmi1Md6rMilK8GZWN+YqQl3sekxyI0sRqUpUHFWWFCwbF7WdQng8kyDWznBAV2XHnllUGdxu233959X1SQM3r0aLrhhhuCf992223K/VjUN2yY/3S11whwzpw5wVjexIkTadddd+3e7rnnHqoSsou96g8zSjhxo8Ew2rNJdxZJfkx4/ObqWM7Oz/Bn9hUFukiD8sjSoKLYWNSniv7yWAmqo2qrQrQI1fgschP57W9/SwcffDCdeuqpQXvbAQccQPPmzXPy+ps2baKPfvSjgWC/9KUv0cqVK4uZApVtkydPpjxi0gqRh1njeZmphGayTxZLGLmUnw9RqV4jLxJ0NV7MF8PYVoPy/2ZRYJgGZYSpUNlYYN5x0QqRVTP8+s3tQTo46bb+g0wCEw9fkc8q9EVee+21IMjZa6+96JFHHqFvfvObdOGFF9Idd9yR6GfZe++9g+iQZQ7vvPPOoIPg8MMPp7/+9a/kGuQHUloeSZYGUzVB2y6H42qMsAji8yk709dNkiJ1lQ41wXRprbhN8SwK5MfvmPjC4hY+FZoHGVZlVQhXNDc31xQhsgJFESYmFgH++Mc/Dm6zCJBV+t988800adKk2K89YcKEYAth8ttnn31o7ty5dPnll5NLMBl2ygvkmpL2PJB5l5/vSM+GxClWg/cjjSgwCbJiGN0YHx8h+ibr1eHLQJNQjS8TIBvO+vjHP15zHxPV6tWrnZ4LK7Jhcn3llVfINRCgh0pQG+Jc6FxiO9aXtvzyJD6X55VUgi4qQpOkQUNYFMj3BPLjfHFToapmeB+9gFgWKT6sAlRc3ODPf/5zMHbnks7OTnrhhRcC4boGAvSE7OKouuhFSdC1CMNj+o76ksgvr+ITyeoc434mXPcEmkSBLqdJA/nhW9/6VrDQAUuBsuiMVfzfcsstQfU/P7nJmWeeWfO8FStWBBsrdHnnnXeCf7MWipD/+I//oEcffTQYY1y+fHnQZ8jaIM455xznPwMEGIMsCmFciDDuMbKI+opEXFn7SIXaTo/mshiGISuIUUmR7Rs1o4xN1Idm+HQ55JBDgh7vX/7yl8H0lmx87vrrr6czzjijex/WwyemRFk6k21sUQQmTfbvz3/+8zX9heeee26QTmX3syrUp59+uke61QUogvHYD2haDGOyKoB40TMd50gizbSnMyua+ERkv+88FcX4Lobh+wJrCmKEcb+kESHrYeTFzQp9XDX/i83wvodAis4XvvCFYFPBZnURYZ0AOq677rpgS4PSR4C+J8R2iY1w+DSmbkvjXFylPMuAj0jQRRToYn5Qk5lh+FRoOENMSHBbIr+4awxGSdz1uoCgfJRegHlYFsnmgpf1zBVpF7oUZazPBh8/T9LPhWljPJ8GDccCxdRoKD3Z/KB8KjRKfABkDQRoQJI0iOpimEcJppnyLKP4eGx/tiRfIlxEgUkIhShKkKESn4+llACwBQJ0WAjjsh8wTQmmvW5fmcXnU4I+o8C4xTCqilCV5Nh94f28KPOyIrxuNpiqTYdWBSDADPF9wfMhPgbG+vIne19RoOn8oKooMBQeL76yk9V0aMAeVIHmtDrQtjrU9phxKULUFycS99kQbfP7j6oKTfp5EKdHi7NKBIsC2WTV4ioR4W1ZVWgeKPN0aP/Y2kFtddFFQVFs2Zr8GEUCAsz6F2BQBh8KK6kIsxBfGvJzkXoWj+FaiC4lqEI2h2zUUkkuWiKSELcCNAr2PuiqoNnvIvxcst+1j+kMQf6BAHO8PqALEbpIo+ZRfr4vWOHxXf4uk2QCfGcFZFGgDpso0Ja8jAeC8oMxwASVoDYzwuhEYCuYcOyO31SPJSVPVZ5MSuGWFq5fz/Q9iTs+bDIW6LIlwmQ8UEX4uElBDQA+gAAz6gUUSTo24Up4/PnkZbwvbenl5RzyPl5lUxEKQB6BAD2gulAWpfw/LynPPIjPxzm5eo9cRoE1jxm2RMgIJchHgUnG+UwiTgDiAgHmiKy/8SeN+lxd2PMoPpG0JJjWZyLuKhG6pZL4+0IR8pvqeXmCzQcKygsEmPLKEFEXvqwkmKeoryjkIRJMkvb2HQUCkHcqIcAiTYidtgTzMol1EaI+H+dt8v7F+f3EaYx3GQWKqdAoXEkTSyIBGyohwCzmBNVdFH1d9GzJy7p9RRRfnn4GX1FgFLIoUJUKjUqRmqw8EResCAFUQIA5xpcEk0Z9ruRX1KhPRdyfJa9RoCoNajo9mhjVqURYpJQp5gMtFxBghSToSnyu5FdGfP5ceVxBRJwk2yTtqRKhyXMBcAkE6KAXUFUIkzQN6myczoH4guMg6vMmQV8tMr5bIqLSllHRXR6jP92KEKZgQuxigKnQCkQoMZN5Il2nTxH1+Z8Sz2SqNN08oa6mSLOdH1Q2cXY4JRojnCYN+GN9Sxv160z+ZWKrpzlf8woiwAyJK5UwotNteTjPKqQ8i/Az6yaF9hkFilWhUdFekvSnaoULkTiTjIPyAgFW5CIYF8gv3d9/WhXCvloiouBFmKf0p8/lsEB+gQAzJq/To7kodilblWeeJJjXYhjTghhZhWjauFiZAxQbjAHG6AWUTY/ECmFcDJ7ngTJEfVEz9BT9d2W7ZqDJWoFxFsv1uVYgAL6BAHOAq3Xiqio/2+noZM/xLUTbopgkn4k0i2F4eDGG6wWKBTEyxOjPZRM8ADogwIIvkltV+cWRnunxfMkw68+BLAqMi6zyU0eUBFWv4XNVeADw6cgJWY8FFkV+TFSu5ZfFa+Rl4vS4PYGqYhjVWCDDdjq0vIAVIcoLBJgjspJgEeSXhZR8vGZaEbKrYhiTalAbeOEVQX6g3ECAFaYI05rlIRpzfQ4275frKNBXT6BpFMiA+EBegAAdortIml700ooC876SQx7EJ5K383EVBbroCbTFlQRtinQAEIEAHc0H6hLfEiyC/PKKq3PLMgpMg6goUAUqQEGaQIAVA/IrpgRdkkYaNI7YiiI/LIlUHtAG4bAZPu+9gXmWX56jPhlpT3wQ9/Ng2hMoNsUn7QmUwfcG2hBnyrU8wFaEOGVdOlmkv7e2U0OXeVuKijbNZ6CMIAIs6ZRY4nGybrMok/xcnrerLxN5SYOqimGyjv5sJwYo+kxBwAwIMOckFZdr8bmO/ooqvyKdv6wYJmmDuM0KEVGiK0rqE5QPCLAAxIngfER9kJ8fCbqqEE4aBdo0xZsik6OJ8JLOAgOACRBggTBaKsdTuhPyK34kmBTTdgibMbssoj/VJOJFmK4QuAUCTPlCmFQkvODCf/ObDyA//xL03SeaZRpUFQX6kp+umAcAHgiwoOS5qKXKkVLWP18e06B5Ji+rsIBsgABBatFf1nLIO1mvoZhVGhSArIAAgRLIL5+idxn9u1wuyDYNWiSwIkQ5gQAzoAjf9ItwjmWUoIv3XZUGdbVChMkSSaB6zJ49m3r16kUXXXSRcp958+bRpz/9adpxxx2D7ZhjjqHnnnuuZp/77ruPjj32WBoyZEhwvBUrVng7ZwgQeAepz2LhahxQTIMWPQoEapYsWUJz586l8ePHa/YiWrx4MZ1++un0xBNP0DPPPEMjR44MZLdmzZrufVpbW+lTn/oUXXnlleQbTIUGeoDUZ/6nS/MxVZ4pLqZFSwusCu+fTZs20RlnnBFEdzNnztTue9ddd9XcvvXWW+k3v/kNPfbYY3TmmWcG933ta18L/v/GG2+QbxABghogv+yj37TTz2mNA5o8bsq6lq1OjgPktLS01GxtbW2KPYmmTJlCJ5xwQpDOtGXz5s3U0dFBgwcPpixABAhACWHjgLKGb9PJsW3HAfMgpHWt7am1bbAVIbJaLk3Ge5vbqL4reV9l+5b3RcdSkzwzZsygH/7whz32X7BgAS1fvjxIgcbh4osvpuHDh8eSpwsgQNANor/8pELZ7yJqZhKfaVBxdQgmFiaYOOOAf29VRw9lJ80VIVzS3NxMTU1N3bcbGhqk+0ydOpUWLVpE/fr1i1U0wwTKxgXjPN8FSIFmRJmrLFH0Un58rBKfN6q8IkRTU1PNJhPgsmXLaP369XTggQdSnz59gu3JJ5+kn/zkJ8G/Ozs7lce/+uqrAwE++uijkYUzPkEECEov5CquHxhnHJAVjLiAjfP9bVN77Md9wVK/PlpBqsrRRx9NL7zwQs19Z511Fo0dOzZIbdbV1Umfd9VVV9EVV1xBjzzyCB188MGUJfg0AKcg+nNH0jRomuOAoHoMHDiQxo0bV3PfgAEDgv698H5W2bnbbrvRrFmzgtusteGyyy6ju+++m0aPHk1r174/qcMOO+wQbIy///3vtHr1anrrrbeC26tWvf/lfNiwYcHmEggQlDL6e+f5Pysfw6we7smyEIa1ZNimZNkXA9mEAewLRxn/HrJi9erV1Lv3hyNtc+bMofb2djrllFOURTa//e1vg0gy5Ctf+UqPfVwBAYJSRH864UXtm5YQ854GLVMhDDtvsaFfBYugizq5fN5YvHix9rZJb9/kyZODLQ1QBFNxiv5tl8nMRn6+jlHF309ahTC8PLMYOwTlBQIEhY3+XEsrDQn6eJ900YvNvKBFbIhPE6TOy4d3Ad50003BYCfr8zjssMN6THwKQJ4itrxGggCAggnwnnvuoWnTpgWDl2y2gP3224+OO+64oHcEZE+e02tZCirPKVEAQEEEeO2119K5554bVPR8/OMfp5tvvpn69+9Pt912m8+XBSVNf5ZFSrbvVxG/qOQJV/2NoHx4EyArdWUzBfBzvLFyWHabLYMhg024Kk7CCkBWFEm4vqoYbZZG0q0N6GOFeFnbRZwqVVBdvLVBvPvuu8FUOEOHDq25n93+05/+JH0Oa5b80Y9+RHmBTXhbVooWVWQlI/a6RS9+UDXEg/JMiP33TR3UtzO5/DsKssxVKatAp0+fThs2bOje2GSrriakBcVNf2Ydifl4/TzMmFOkacFc9RHazoBTpL5NkCMB7rTTTsFccOvWrau5n91WTWfDJlwVJ2EF1SZr+VUtYrdthajCpNhJwRfwCgqwvr6eDjrooGCl35Dt27cHtydMmODrZUGJyJP88nQuVcC24V22Qj0/iw0AqadAWQvEvHnz6I477qCXX36ZvvnNb1Jra2vNPG9FxMWYUNQkx0UgD2m8Ikuwau+fK1zNBsOPi/ITipfhbxOY4XUQ4LTTTqN33nknmP2bzfq9//7708MPP9yjMKZMYMzADYi47PG5QC4AZcR7Ecz5559Pb775ZtDi8Mc//jGYDQaAogIx54usVqAA5SBXVaAgHYrWAgGSo5oTtEipzrRXlJBR9JYYUAsECHJH3qMsl+dnMw6Y1RcX02WF8oKsGR6zwQAZEGAGYJAdVAHdig9Y1gjkAQiwgrPAAJCkGV43HVpaJBGobTM8KC+lF6DrJlTdGECVKkB9lfDnPf1ZtPOMg8t1AdMUXRa9gPiiXGzy80mvCEh/AlCsStAqfbGtGsWZDBAAUKheQFfjfOw44XgiqwR1ubIEa4YvYoWsyJatHcT+S8q2rZgMG5QcRKH5SoMWoRK0CmA2mOqBFGiKQDwA6Nm8pSPYTKJJXYSZt3UBMSF2PoEAHQ1sY5wgOWUuLKk6eWhiRy8gEIEALcAsEKDI5H2si4/8ZFGgiUxllaAAqIAAUwLpz3KCqNUeWepSJzzd87KYExRfhMtDqQWIvDsAxSWpFHW9gGiGB6UXYFpg/A8Av6IDwAcQYAppjzymP5OeE6QPspSjSVGNy0pQfN7LCQQogKmNQBZUdXV4k+iP38fHJNr8yvBxwDWjuECAnr8Z5jH6A25BIUy2qU9RirpK0KhWCDTDVwsIsMJAziCPdLR1xpIlVocHtpR2LlCXFaAoewbADVEpzFB+7P99G+q0+7qeF7TIsPerq1fPLw62bJN8+SgziAAT5PJ9pj9ZKka2AVC0+UBNZ4GRRX6yKDDOOKDvZZFAMYEAc4hOdBAhqApRQjRBVwmadi8g+pLzBwToiTjRn43cXEWDGAcEWSCO6alkF1eCvqdEw7BIOYAAY37QXfYFxY3qsk6Jojcqv2sClgmZBMM0aJheDW+jEAZQ1QUYJ9XgspfHJqpKKrGsJQiADJtxOlFwbZLoLdzHReuErBUiaS8gKCalFGBRcCWvpMdBGhTkRYqh/GQSzBpkPMoHBOj4DyErmZQhEizyuEqVmuFdTjGmG+MTJaja1/Vag2X4WwJmQIAZXZB9/JHhDxdkien4myqNKYv6ZPep2iGiIsw4rRCmX2gxHVoxgQAdfnhN/1jyKKq4kSvSQkCHLjozrfC0TYeGIg4rQV1GrKBcQIAp41t+eZQrKC+u2g2iJBc+7qI3kAfrAsZn1qxZdMghh9DAgQNpl112oZNOOolWrYqepOH666+nvffemxobG2nkyJH0rW99i7Zu/TB7MGfOHBo/fjw1NTUF24QJE+j3v/89+aB0AnTVbOqj/SEtOUGCoMgwyfmcFQa44cknn6QpU6bQs88+S4sWLaKOjg469thjqbW1Vfmcu+++my655BKaMWMGvfzyy/Rf//VfdM8999D3vve97n1GjBhBs2fPpmXLltHSpUvpn/7pn+hLX/oSrVy50vmvrrRzgeYthVgEKbGfoWjTbIFioBMVH/3x4hPnA2X7NTT2dTIvKGuFGNRQuu//zmhpaam53dDQEGw8Dz/8cM3t+fPnB5EgE9eRRx4pPe7TTz9NRxxxBH31q18Nbo8ePZpOP/10+uMf/9i9z4knnljznCuuuCKICploP/EJd+1qjMp/AmzG/4o03pWmcIv0voBs2WyZypTtp3tukoiwyL2A7Vs7gi8ISbf2re//flhqctCgQd0bS3dGsWHDhuD/gwcPVu5z+OGHB4J87rnngtuvvfYaLVy4kD7/+c9L9+/s7KQFCxYEUSVLhboGEaADyhD95QWWeq5SS0HVUUV/PKqVIZhM+zf2DaQ3ZIf6HoUwQ5v6SStBd+pfu2+an1U2RHPsX56hvNPc3ByMv4WI0Z/I9u3b6aKLLgqiu3Hjxin3Y5Hfu+++S5/61Keoq6uLtm3bRuedd15NCpTxwgsvBMJjY4M77LAD3X///fTxj3+cXFOqCND3+F8cspRfnNdGUzxIStJxuW3tncHGE8rRtiIUlaDxaPqgACXcogTIxgJffPHFIFrTsXjxYvrxj39MP/vZz2j58uV033330e9+9zu6/PLLa/ZjRTIrVqwIUqPf/OY3adKkSfTSSy+RaxABJkzz5V0YTIJlmxsSlDf648XH/t2nvk4aCZqsF5gE/N2Yc/7559NDDz1ETz31VFDAouPSSy+lr33ta3TOOecEt/fdd98gvflv//Zv9P3vf596934/Jquvr6c999wz+PdBBx1ES5YsoRtuuIHmzp1LLilVBGiL7+bVKqU+MQ4ITLFpZRAjQV1TvesZYWRfcvE5/xCWwmTyY+nJxx9/nMaMGUNRbN68uVtyIXV1dd3H06VY29rc/34RASZIf+qiv1irOygG4fu0vmt9rCRRIKpBgQvElRpUM8CI0V972zaqb/jw0hTeH0aDumrQ8PXEMUHteW7ZRoMbcSm0haU9WVvDgw8+GPQCrl37/jWGFc2wHj/GmWeeSbvttlt3EQ2r8Lz22mvpgAMOoMMOO4xeeeWVICpk94cinD59Oh1//PE0atQo2rhxY/AaLHX6yCOPkGvwWzfA9lufjfxMKs/4fZLKsAigEAaIEgxRpT5tpQeSw1oTGBMnTqy5//bbb6fJkycH/169enVNxPeDH/yAevXqFfx/zZo1tPPOOwfyY60OIevXrw/E+fbbbwcyZU3xTH6f/exnnf/aSiPAtFdbdjH2F6fsOnyOrQgxpgHyiCz6Cwn/HYpQNyYoQ1UJ6qsXkA2prLjXfbN2XunSpCxDWOTG06dPn6AJnm0qWHN8WlR2DFA2/idLf/qI/pjEkvYc+e5ZiiN4jI+UkziTSEehq+bc1lE77sdLUfb8qDUCfa8OD4pLZQWYVfTnUly2x6pSUQ4oHrzodBLUFdHoCmHCSbF1Qi9yMzywBwJ0SJRgfPxx+ZRgli0eRV4bsIqYLoUkk1dN60NH7b/520yCqv5AAOJQSQH6SH9mIb80jm0L0qDAFJW8Otu31NwWo0GTBnxMkg0qI8A0C2DiREVpCMrmNZAKBXlDHOczkaDtrDA+QKai2JRCgFmjE0qa0ZmP10IaFLhAVagipj958bF/87fZ42EaVIweVcc3Tc0Wfcy8o2179zJSybbtVCUgQIv0p60M8pSaLPIfNygXUZFbZ1tt9CeKUMTFOCAWxq0mlROg6+nPVCLJSn55kC7GAYENsjYHJkFRhKb4mBLNZSbkgT0OdXYsUHEB+hj/M43+XMiPffPUbXmQYN4n/AbFR1XowotQFgWajgO67AXEF7zyUHgBFnUQ21RwSURYhjQoigyKjaoaU5a2DFKdTHiSlGcoQd04oO71xF5AfjYYUF0qJcC46U+X0V9codk+L+tUKL4l27P11Zc9/CaKi27czwSdDH3MbgOKR6UE6PvCbSK/pNiI0GiibcMoEGlQYIJN/13UUkcMPhqMGhOMmhINAJFKC9AkvWYT/elAlVl8kAYtHqaFKHwBTJj+3PbBxtMtQfaYZLzQ5YwwWWdPQHoUWoBprwAR94/Gh/yyiAIBMGXwgAbjfcX+v+77JSIM4ccB89AQn9Yi28AthRag6w+mSfpTJou05ZfGsV2kQTEOWD18rMkXSjDpmCAAlRWgq/SnKT6rN8XXiQIpHZCEnfrXFzoFm2Q2GFBuSrMgblJcRn+m4osqwTZdrJO93uBG/a+SnaduEV0smAvyDIsC+9Q3Zn0aoGT0rsL4X5y8vEn0F1d+THwm/Uc2PUpppUOzqgZFIUwxcZ0SjTs7DAAyKhkBxrmYuigUidN0Gz7HJBo0iQR1+IgCWWSN/rZ8wz4zqFIuNqwgqKtX8krYToPWlDJR2AjQJXGKNWyjv6QzTriYsQJjgaAobO9Q9xP6KobBl4Dq4UWAb7zxBn3961+nMWPGUGNjI+2xxx40Y8YMam8vxuwLYprPJPrzKT/+OFHHSuOPGE3xQGRoUz/rN6VPfR3VN8gzFr379kydqloiTJvx48wHihahcuNFgH/6059o+/btNHfuXFq5ciVdd911dPPNN9P3vve9zMf/XIwlmUZSpmN9tiSRYNS54w++GHSsXhXrebpCqDTp21DX/e8+feuorr6R6hr0RS5hEQzbN09gfLq4eBkD/NznPhdsIbvvvjutWrWK5syZQ1dffTXlOf0ZFf2Zpj5NxRfOSWhbas6Ob1olmjWuxgHZhead5//s5JxAuvRv7Gs0VRmTmy7Si5Kkr15EUE5SK4LZsGEDDR48WLtPW1tbsIW0tLRQ3okjP9lEvOJ9SXuvdAUxUS0RoPiwYqa8RvMNjX21s7eo2h3yFvmB4pNKCPHKK6/QjTfeSN/4xje0+82aNYsGDRrUvY0cOTLR69qmP22jP1v5McmZzkJvsq+vpVxMLpwYB+yJi+g0LxWzuuzC0AFuIyw2DmiaBgUgMwFecskl1KtXL+3Gxv941qxZE6RDTz31VDr33HO1x58+fXoQKYZbc3Mz+cT1VF0qIdmIT/bcOK+ZdCwQABN2bOxrNR8oP/YXFsKIBCKUbDyq4hkAbLD6FH3729+myZMna/dh430hb731Fh111FF0+OGH0y233BJ5/IaGhmDLwwTYcaI/X+uOsWPoUqJFGg8ExYR9/kw/y2wMjq/EFG/zMrRZxYFFh0yELFpUyRMAbwLceeedg80EFvkx+R100EF0++23U+/e+b5AJ03pySIxl4tuxi2Widsc77opHg3xIIr3xdZoNeOLGFECYIMXKzH5TZw4kUaNGhVUfb7zzju0du3aYEuLqPE/m/RnVPQXR37rWtt7bCaojhtnPDBpGhTjgOUhyQxCpr2ArBKUL4TR9QMG0Z6w+UzXgmriJZG+aNGioPCFbSNGjKh5rKuri4rc+J5EflGS4x/XFRqoUqKqVGjSKdKAXSFMWn1hrBcwzpcQVgGc5Rgwn/oU06B8FCjO+hKmP4OiGS79yWQqRoI26xGC6uIlAmTjhEx0sq1oC+DaXihk8rOJ8JI8B5QDV5Wgrud15eG/oMkiq7AXLxSRrDcvKgpkqIpgGKL0+AgTABNKGRYkSX8mif5U8ksCe74sGrSNAlXoegKxRFK1YZ8j/jNuUwhj0xDPR4Gq6k62arwq+vMxTVvR6GjfRp2UfBrE7e3pLrKdNfmuTEkBXQpJF/2lIb+o49hcjDDRL0gDU9mE0VsoMHZbV9UZVn6Kz3c5CwyGCapH5QXoQiCiiFTpSzYZr25zha8GeRkohOlJmtO1xZ0TNE0BiGlQXaoyTIWKG0OM/kJQCQriUjkBmqY/baI/k2jNRHA6EbqIAkFx8D0O6GIqPNNxQJsoUAWfGhWfpwJzgoLSCNC0AMZm+jPT6IWP/nSpT13UZ4PqOUlTqqooVid7l/NJup55B/gnzgQLScfcWJQnbuH9Kvio0mUFqM9CIpA9hRGgb+Jc6KOir6RpTVMJys4jzTQo6ElZV62IO0m7Kg1qGgWG8tPtj4gP2FIpAZpGIHxEpIr+ZON+kRFcy1blpsJHJAjKlQZ1uTag7ThgnDSoiQTFTbWfKeG5uZ7IGxSbUgvQRfrTBFF+PR6PkFzUPiaRpGkUiGrQ6kWBSdN4rtKgstSkSoIiOvnJ0p+hZFXp2KTLjeXx9wxKKsAH9jg01vifKariF5PoL3J2lwjxxd3fdRSI1SGAKTp5REWBssZ4mQTFLbyf349/btz0p0zuWCuzOhRCgEUpwOAjNVlEx2bEl20isufGjQLLRBG/aSc956KlQWvu56KvKEGJEhSJivyiZp0BfnjqqafoxBNPpOHDhwfL4T3wwAORz7nrrrtov/32o/79+9Ouu+5KZ599Nv3tb3/rfnzevHn06U9/mnbcccdgO+aYY+i5557zcv6VEaBt+tM2+hPlJyITXdRjURLEWGAxyIO4XadBk6QQVaLiJSiO/4X3i/vKjiMKGJNg+6O1tTWQ2U033WS0///+7//SmWeeSV//+tdp5cqVdO+99wZy49eKXbx4MZ1++un0xBNP0DPPPBMsjH7ssccGiyy4ppRToTFMJyQ27f0TMZWfTnyy/Vx/e5VNjWY7OTamRAMmUWD4N8GEE/5NMAmFfxOydQHF+1RTpfGYyE91jiowC0w8jj/++GAzhQlt9OjRdOGFFwa3x4wZQ9/4xjfoyiuvrIkQeW699Vb6zW9+Q4899lggT5eUJgLUjf8lSX/qKj9dyU/3HNsosOxp0CriOw2ahRD4ghhVJChDJT+b9KfLApiy0tLSUrO1tbU5Oe6ECROoubmZFi5cGCyOsG7dOvr1r39Nn//855XP2bx5M3V0dNDgwYPJNaURYJz0p0nxiwxZ6pEXlWxs7++tbdotiQSLgqvZTYpIntOgpkUfUWlQVUuEaixQlKBYGCPbZMep6gTY4mThrjYGSzsOGjSoe5s1axa54IgjjggivNNOO43q6+tp2LBhwfF1KdSLL744GGNkY4GuqZwAfUV/ISrxRRElwaqTB4Fk+TMUMQo0laAuGpSher6s9UHX/xfV3sF/YXD5vhaB5uZm2rBhQ/c2ffp0J8d96aWXaOrUqXTZZZfRsmXL6OGHH6Y33niDzjvvPOn+s2fPpgULFtD9999P/fq5/1JTyjHAJAuSmkZ/UUUvUUKT/aGz5/AXA/accD/2Gqpvtaolk2yXSNItjQSKt2Cu6qIum/XIdJHcqCWS+LFAEd14IPvch38zpuN6tuIMz1eHyedf92Vkxb0rqQw0NTUFm2tYJMmiwO985zvB7fHjx9OAAQOCqs+ZM2cGVaEhV199dSDA//mf/wn280HpI0CT8b+oP3zduJqY+jSN5lRtECbRYhQYBywneY0CTVOhUa0RpnN4ilGj6vim1Z8ogEkPNp7Xu3etdurq3i9y4hdMv+qqq+jyyy8PIsSDDz7Y2/mUQoCmDfCq8T8ZsllUZNGfTn6qPj/Vc6Me42Vb1HHAqqY/8/TzuB4LjMJWgjoRyh6LmvUF05/5Y9OmTbRixYpgY7z++uvBv1evXh3cZqlTvnKT9Qzed999NGfOHHrttdeCtghWEXrooYcG43wMVhF66aWX0m233RZUjK5duzbY2Gu5phQCdIUs/WkS/ankF8LKulWbbH8XUSAopwTzEgXaFMRERWNiAQwvQnGLep7u9fhzjDO9G+jJ0qVL6YADDgg2xrRp04J/szE+xttvv90tQ8bkyZPp2muvpZ/+9Kc0btw4OvXUU2nvvfcOpBjC5Nje3k6nnHJKkBINN5YSdU3pxgBtx1dk6U+T6E83ZZkoPx3s8bC6jR/z48cD+ftVRI0Ditj2AoJykXQs0ARxPFDVHxgi6xOUIftbUKU+fUd/WUfzWTNx4sSa1KXI/Pnze9x3wQUXBJsKVhSTFr2rMv5nk/60GUsTo7/wthjhdbR11mw8NpFgUdOgcVsgynyBKXsUGAWTlpi2DKM6VXTneqII/ufiU8BYB7AaFF6AcSfAtqn+VEV/OvmFyITH3x8+ppKg7j5QfHxL0OVYoKtUqGxMUDV+FyVE8bmq6C9J+rNqLRBVovACTIJp+lOGKCSV/ELatnR0b8CMMkd/af2cURfvpAUxMqIkqBqj04lQtp+4bxqpzypP5lBGSiVAl/1VYfozauxPlqbkIzuZ9MT7ZFGg7vhpg3RQPiWYl5UiZBGVTIKmhTG84GSbDJ38VNGfKv3pm5Ne9bOyAai4AOOO/8VdJFaW+pSJTzX2p4sIdSlPkzUDo8YvZReyOBcBk4trnG/NVYn+0pKgyy84cSVomhK1QXy+qfx8fOErSxN8lSitAOMQN/0pRm+y6G5be2fkmKB4HABcSdB1KtSlBOOIUDqWaJH2NK2A1r1vefqS1tm+lTrbtzjYtlKV6F3VAhhdqbdJ+lOM/kKJiVEfLz/2f5kIMS6Y3wtLlcYDVaQlQV5sUZvJ8UyjP0z/V10KLcAs4IUnS30yePGxrb1tW/cW3i/uK/476rWLAooGypsKVWEjQRfFKlHyc/Ue4LNcPvpUqQAmzvifLvqTpT7FqK9beh2d1KdvXXC7vqFP8Hif+rqa5zZ88M02bI4PG+DFSbLF8yvTitdpRn9xxmxctd34mDSbXaCj5r5lUSA/Jp60QZ5FgbK/IXHSbNnE2TKBqSbSlqGSpyg/UcimxS9ofyg/pRGgSQGMjvCPVUx/RkV/fOqTlx8vPgbLrxM1dj+HlyB7XrjqNf9vE1Tyc7Xop+4bcREvEEkLFfjn+5ZhWSWoK9ISpSb+HUZFjDbycwkKYIpJKQUYhaupnmQFK2r51aKKBMuEbcrIV/Tn6+KUhgzLKEETEYaYpkhNvvCJ8hOjP5sUcJXHqctEJQVoiyr9qRu3E+XX2fb+/+vqP4wC84RtIYDr6M/HBSXNb+U+ZVgkCTJEEYZRWBIR2orPdrYXUX7i59vV+N8p61ZSS0uLk2OBChfB2F5kkoz/RRWjhOnPMPqTyY+PAsPHTRFXvLYlbhqoyA3wWaak2Gu7fn1fEYePmWJUny/2OVSJiYks3KKI2lf2GlHRH6gmiABjjP/p+vV4+YVRn+so0GS6qKyx+cbs8uKep7GY8FxcRYS2kaBJFOgjEtSlRHVp0aTj1yq5Rn3hs43+kP4sD4WNAHn4i0KcApgk6U8x+lPJb9sHjaY84f4uSHPRz7wWv+RJfr7Oy/bim8Z0aTZ9gibRoG/5uY7+8vq5AxURYJoFMFG9eCr5be9or0mH2qZBbbD9Bu36gpBF9Jf3i5DLtGgWEoxKh+skaCLCuDLUPddEfkVO84PkVE6ApvDjf7L0J1/8wo/98fJj4uPlJ4sCdbhe+yxv439VkR9P0SWo+1xEjQtGffZ4GarEFvU4/3o25xeC9Ge1qOwYoGp8wqYRl+/9k9GnvjGQXu++9d0SjBr/c9EDyOMyzWSSKktztowiic/H2GAoQdNxQd9jgrxkdGODNhPQ235+VZKVyc/FlzybzyCrAAX5ok9VK0BVBTCu4EUXSpAJsa6hMXiMzQrD+gBZD6AoPTYLjKoCVFYAo1r40wRfFwbf0V9R5edLhDYSZPhqkTApkIkjwih00aXpZ9xX60MasMxSV1fy42zvMM9QlYFCCjDPMMGFaVBRhLroj02DxoswKv0ZJ/pLOguGq+gvifzKID4fIvRRIWoiQUbcaFD2mbQRosnn2XR826QICNWf5QMCNCTJwrRMfOwbmiz6E+GjP9+4LH5J49tyGeXnUoQ+UqKhGJJGg6YFaK6mKlN9tk0iP9PPc9k/j1Wg8EUwqj921y0QNjDR9bhPEf2xqC+cBFvEd/pThir96ar1Ie636CpdbJL+rDbvsas2iagCmaiWCZfYyM+UpNEfxv/ySeEFyGMywJ8WQbQnbproL+/pzyxTn1WSn6u2CVsJulhU11QyvkSoO67NF7sijf2BZJRKgGlNgu0KXfGLb2yKX1xEf5BfPNKSIMNUgi6iQV5YSYRo8vykn2vZ+1jFL2VlBGOACenZtvDBeJ8k5SmL/lTFLy7Tn3mI/uKAi0zyscGsWiVMimR67O8jKrRMeyL6qxYQYAKYvFgvYAiT2/s0dguPh5efOPYna33w1fvnKvrzmfqE/NyL0EerBMO1CLNax1L2eXYR/WH8L79UKgWaBFFKYdQWRnB8VMfEx8uPiU8lP/bvUH7i2J8Y/fHyU0V/UWN/Nt+ys0p9Qn5+3h/2u/BVIGM6PmiaHo1L1PGTyg+UC0SAMWDC4leDUFVx1rzRCvn5TH2aEueCZHJxtL2AQHzFjQZtIkLZZy5pdGjyGbaRnwp8RssFBKiByUdshWBiCucGZQLjp0KLmsZMJj/drC+uKz/TTH1CfvkWYZyxQR8ijPocimKM82UtzmfZVfSH9Ge+gQAN4KUnEkpQHA8MH+NRyU/V9pDXwpcoIL9yi9C03SiOCEWSpktdyg/RX/ko3Bigq8VFk44D8pGbOB4YbiHs/ij56VKfRSx8MQUXlfyMD7ruGxTHCNNcRzLq9VDtCRiIAB2OBUaNB5rKj8dF4YsNaaY+Ib/qpEVlny8XszWpjq1D9zl2Gf2lmf7sbN/qaDLsrVQlIMCEKdFQgqHcdGOCfNQoyo8njys+QH7FI88ilAkrjhBto8q05AeKAQTISYUticREw9YEZJEXWxQ3LIQJpceExSbGFiXI4EUYJT5V5CdLffLyy6rwJQpEfvklbRHGnZbQZ4o06guca/mh+KUYQIAG6CTIEKNB1ZRmsqgvSn4iSXv+fIz7QX7FIC0RJokKXZMkc4HIr/xUSoCyRTqZRMJFcUXCKDCqIpQXoSg/cVzPVn4uG94hP5CVCNOWYRprU6pA9FccKiVAU8I0qK4nkBdZuFZg1CoOqmIXW/n1OG5GRS+mFw98k84naYpQ9nlyLUSbys6ozy4+s9WgsgJk0hBXnw7HAU1ToaLYxEVzZQUupilPnfxctTxAfiALEeqEZSrFJG0MPuWH6K9YVFaApsjSoKpUqG4Sa9Ooz1Z+SVKfKhD5VZOkIkwiwzT680wyFoj8qoX3Rvi2tjbaf//9qVevXrRixYrEx/PxAZVFVLyEatKSnLiY1MJNhuxx9vw8yC/uvIhIe5afJIvxhhNu52kiadPzSXptQfRXPLwL8Lvf/S4NHz6c0oa/wNtEQKqxNpUEZbJTSVF8njjeB/mBsq1Kn6UMbcSHyC8eTz31FJ144onBNZ4FOQ888EDkcxYvXkwHHnggNTQ00J577knz589X7jt79uzguBdddBEVToC///3v6dFHH6Wrr76a0sAkfcJHSVHFI2L/nShBMZrr8XxuHzHqUxW7MBD55ZcqfssPBeFKhj6FaPsarsRXxc8Fo7W1lfbbbz+66aabyITXX3+dTjjhBDrqqKOCjCAT2znnnEOPPPJIj32XLFlCc+fOpfHjx1PhxgDXrVtH5557bvCNoH///sbpUraFtLS0UFrw7RB8MYxYESobE9RJkEeX7gxfV3ZePEh7uiXOhcvmOb8emt3ctXlbholHJSibMcSkIoX8knP88ccHmyk333wzjRkzhq655prg9j777EN/+MMf6LrrrqPjjjuue79NmzbRGWecQfPmzaOZM2dSoQTY1dVFkydPpvPOO48OPvhgeuONN4yeN2vWLPrRj35EafYD8tWgOgkyQhGGIpMVx4ioGtpto77wXMWfIw9jfkVJH2XxLV32mmWQIv87dzlBfRrp0qJ8XrOkRQg+WLqSbUl55pln6Jhjjqm5j4lPTHFOmTIliBTZvrkR4CWXXEJXXnmldp+XX345SHtu3LiRpk+fbnUybP9p06bV/BJGjhzpZHFPJgbbRTfFtghZNGiLbFoz25QnA/IrbmpKPKeiC9GXDIsgvrx8vra1b6HeDmbD3v7BZNjidXfGjBn0wx/+MPHx165dS0OHDq25j91m1/otW7ZQY2MjLViwgJYvXx6kQH1jJcBvf/vbQWSnY/fdd6fHH388ML34jYFFgyysveOOO6TPdfUtg496bCfY1c0MI4sGTVDN5Rkn5cmA/IpxUaqiEEXJ5EGIviK+on3ObGhubqampqbu2y6vy1GvO3XqVFq0aBH162c2tJSaAHfeeedgi+InP/lJTdj61ltvBWHuPffcQ4cddhjlAVUaVJYKZYgN8rzUZDLUTWBtIr7wvGTn3eM+pD1LdTGCEPOf5izT500Gkx8vQFcMGzYsqA/hYbfZa7Hob9myZbR+/fqgSjSks7MzqDb96U9/GtSI1NX1XHAgV2OAo0aNqrm9ww47BP/fY489aMSIEeQTmxWrbdDNEqOTnXgMGZBffMp+IRJ/xiJHhyoxuYgS0xzXq8JnzhcTJkyghQsX1tzHoj12P+Poo4+mF154oebxs846i8aOHUsXX3yxU/kVdiYY9mE3/aPh06DiOKBpFBiiigZ16ObwTCK+LCK/vBQPVPkCVCYZ5u1zBexh1ZqvvPJKTZsDa28YPHhwEAixuo41a9bQz3/+8+BxVhjJIjnWH3722WcHw2W/+tWv6He/+13w+MCBA2ncuHE1rzFgwAAaMmRIj/sLI8DRo0cHlaG+MC2EiSqGkUmQoRJhXFRzefpKecZdCDRvF6kqi68qMsw7+AzWsnTp0qCnLyQsYpw0aVLQ4P7222/T6tWrux9nLRBMdt/61rfohhtuCDKCt956a00LRJoUMgJ0mQYVl0gKJWQiQht0E1irGvIhv/fBRScayNAv+AzKmThxoja4kc3ywp7z/PPPkyls5hhflFKAUdWgulSobrUIWxFGrdpgI77wvKuU8sRFx837hugQn0NQYQHKiCtBE7FF4Vt8RZcfxOfv/YQM8VkEKU6G7QvxAi1e0EUB6GShExCTVZIFZ8XjZC0/k3kSs5Ifu1BDfum8x3ifzd4rUG4qGwGqCmJkkSCDF5csKtTtrz0HS/GVsdgFF5psQGQY/b6AclNqAYrFMLKZYWwkGJI0IlRJjz+nKqQ8caHJD5Bhz/cBlJ9CC1DsBzRphzCdHi2UlE6EaYmvbFEfLjL5popFNPhMVpNCCzBuS4SsKpQh6w/kpWUrwyjhia9f9qgPF5liUubosCyfya5t7bTdQUlH1zbzST7KQOkEKIsCTSQYJUIboZkQtUp9VNFOkaK+slxkQDmiQ3weQWkEaDMtmmk6NM7SSXkQHwNRH0iToqx3COmBUgowSRQYJUGGCxFGSS88Dx1FW7gWF5zqkgcp4vMHKiNAWRToQoIqeemkaCI78bWTiC9vUR8uPCDu58JWkvisgaSUQoA2xJFgUsnJMGnML1LUh4sRwGcIFI3SCNA0CoySIMN2FXmX0iua+BiQHwCgiJRGgCpsJSiKKokMTYUXno8JeZIfxAcAKDKlEqCqIjSOBKMkxsRoIzgVEB8AAGRDqQQYV4IM0/UDQ5LIz1R6DER8AADgh9IJUIduqjReSrYyzCLaY2CcDwAA4lNKAeqa403mC40bFcqOYQPEBwAA6VFKAZpIkGEqQt9AfAAAkD6lFaDJNGkm0WDW0mMg1QkA0NHZ3ka9tid/j7q2tVXqjS6EAE969Tl6dK8J3iTISEOENtJjQHwAAFBxAaYxYTYvJ1cytBVeCJYpAgAA/xRGgKzpOsmEuqFUTFaOUIlLJsa4khPBiuwAAJAuhRGgCwnaitCX7GTnkyaYwQUAAAomQJckEaGL180CiA8AAAosQBdRYNoizFJ6DIgPAABKIEAfEpRJKq4Qs5YdD8QHAAAlE6AvCeZVZLZAfAAAUGIBglogPQAAqJAAw4u+z0gw70B8AAAQj95UAqooAfYzV/HnBgAAVxQ6AkxzTDAPQHgAABntm1uoV1194jenq7O9Um9wKSLAsgsC0R4AALinNBFg2cYFyypzAADIC6UTYJFTopAeAACkR2kFWJRoENIDAIBsKLUA8ypCSA8AALKnEgJUiScNIUJ2AACQTyolQBM5xZUiRAcAAMWi0gKUAZEBAEA1KFUfIAAAAGAKBAgAACA2N910E40ePZr69etHhx12GD333HPa/e+9914aO3ZssP++++5LCxcurHm8q6uLLrvsMtp1112psbGRjjnmGPrLX/5CPoAAAQAAxOKee+6hadOm0YwZM2j58uW033770XHHHUfr16+X7v/000/T6aefTl//+tfp+eefp5NOOinYXnzxxe59rrrqKvrJT35CN998M/3xj3+kAQMGBMfcunUruaZXF9NtTtmwYQN95CMfoebmZmpqasr6dAAAIDEtLS00cuRI+sc//kGDBg1KfCx2jIb9zyRyMBcodbZT24qf97jmNjQ0BJsIi/gOOeQQ+ulPfxrc3r59e/CzXXDBBXTJJZf02P+0006j1tZWeuihh7rv++QnP0n7779/IDymo+HDh9O3v/1t+vd///duDwwdOpTmz59PX/nKV8gpXTmmubmZyRkb3gN8BvAZKN1ngF3fkrJly5auYcOGOT2vHXbYocd9M2bM6PHabW1tXXV1dV33339/zf1nnnlm1xe/+EXp+Y4cObLruuuuq7nvsssu6xo/fnzw71dffTV4veeff75mnyOPPLLrwgsv7HJNrqtA2TcB9k1k4MCB1KtXL8r7N7oyR6pl/xnx8xWfovwOWZSzcePG4PqWFDaO9vrrr1N7e7vT8+slXG9l0d+7775LnZ2dQXTGw27/6U9/kh577dq10v3Z/eHj4X2qfVySawH27t2bRowYQUWB/dHl+Q/PBWX/GfHzFZ8i/A6Tpj5FCbIN2IMiGAAAANbstNNOVFdXR+vWrau5n90eNmyY9Dnsft3+4f9tjpkECBAAAIA19fX1dNBBB9Fjjz3WfR8rgmG3J0yYIH0Ou5/fn7Fo0aLu/ceMGROIjt+HpbZZNajqmKVNgRYFlh9nZcCyPHlZKPvPiJ+v+JT9d5hHpk2bRpMmTaKDDz6YDj30ULr++uuDKs+zzjorePzMM8+k3XbbjWbNmhXcnjp1Kn3mM5+ha665hk444QRasGABLV26lG655ZbgcTb2eNFFF9HMmTNpr732CoR46aWXBuOlrF3COc7LagAAAFSGG2+8sWvUqFFd9fX1XYceemjXs88+2/3YZz7zma5JkybV7P+rX/2q62Mf+1iw/yc+8Ymu3/3udzWPb9++vevSSy/tGjp0aFdDQ0PX0Ucf3bVq1Sov557rPkAAAADAFxgDBAAAUEkgQAAAAJUEAgQAAFBJIEAAAACVBAL0SFtbWzDJKyvtXbFiBZWBN954I5jJnZUns6VK9thjj6D03OVUTEVY0qUosPJzNlkxm05wl112CUrJV61aRWVl9uzZ3aX0AEQBAXrku9/9rpP5/vIEm+OPNbvOnTuXVq5cSdddd10wi/v3vvc9qsqSLkXiySefpClTptCzzz4bNBx3dHTQscceG/RqlY0lS5YEn8vx48dnfSqgKHhprgBdCxcu7Bo7dmzXypUrpbObl4mrrrqqa8yYMV1FhfUuTZkypft2Z2dn1/Dhw7tmzZrVVTbWr18ffB6ffPLJrjKxcePGrr322qtr0aJFQe/Z1KlTsz4lUAAQAXqAzVt37rnn0i9+8Qvq378/lR22XtfgwYOpiLDU7bJly4JVp/lJ2NntZ555hsr4u2IU9felgkW5bGYR/vcIQBSYCs0xbF6ByZMn03nnnRdMD8TGzMrMK6+8QjfeeCNdffXVVETiLOlSVFjqmo2NHXHEETRu3DgqC2w6LZa6ZilQAGxABGgIW92YDa7rNnbBZDJga31Nnz6dyvjz8axZs4Y+97nP0amnnhpEvCD/UdKLL74YCKMssLX/2PySd911F5YEAtZgKjRD3nnnHfrb3/6m3Wf33XenL3/5y/Tf//3fNQtKsgiDLRtyxhln0B133EFF/vnYDPCMt956iyZOnEif/OQnaf78+UHasKgpUJam/vWvf10z2S6b4Pcf//gHPfjgg1QGzj///OBneeqpp4IK3rLwwAMP0Mknnxz8ffF/b+zvj30mWSU2/xgAPBCgY1avXh0s3xHCRMEqCtkFlpXXF2mBXxUs8jvqqKOCpVDuvPPOwl9g2O+FzWTPovcwVThq1KhAGiwyLnpK/oILLqD777+fFi9eHMywXyZYtuXNN9+suY+tRDB27Fi6+OKLS5XqBe7BGKBj2IWTZ4cddgj+z/rlyiI/Fvl99KMfDcb9WOQY4mPByjws6VL0tOfdd98dRH+sF3Dt2rXdK5KzPs6iw34mUXIDBgygIUOGQH4gEggQWMF6yVjhC9tEoRd1YZHTTjstEPlll10WCIJNXvDwww/3KIwpInPmzAn+z7608Nx+++1BsRYAVQYpUAAAAJWkmJULAAAAQEIgQAAAAJUEAgQAAFBJIEAAAACVBAIEAABQSSBAAAAAlQQCBAAAUEkgQAAAAJUEAgQAAFBJIEAAAACVBAIEAABAVeT/A/a+YVGH4Do+AAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 500x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "##vue du dessus pour augmenter la lisbilité\n",
    "##passage à la racine carrée pour les même raisons\n",
    "X,Y = np.meshgrid(np.linspace(-5.5, 5.5, 50),\n",
    "                     np.linspace(-5.5, 5.5, 50))\n",
    "Z = f([X,Y])\n",
    "levels = list(1.7 ** np.linspace(0, 10, 30) - 1.)+[300]\n",
    "plt.figure(figsize=(5, 5))\n",
    "plt.contourf(X, Y, np.sqrt(Z), levels=np.sqrt(levels), cmap=cmap_reversed)\n",
    "plt.colorbar()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Question 2**\n",
    "\n",
    "\n",
    "Calculer théoriquement $\\nabla f(x,y) = (\\frac{\\partial f}{\\partial x}(x,y), \\frac{\\partial f}{\\partial y}(x,y))$. L'implémenter dans `f_grad(x,y)`."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "TODO"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "def f_grad(x,y):\n",
    "    df_x = 2*(2*x*(x**2+y-11) + (x+y**2-7))\n",
    "    df_y = 2*(x**2+y-11+2*y*(x+y**2-7))\n",
    "    return np.array([df_x, df_y])\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Question 3**\n",
    "\n",
    "Écrire une fonction `gradDes2EZ_q3(x0,y0,k,d)` implémentant la descente de gradient pour cet exemple. Cette fonction retourne la liste des points visités lors de la descente de gradient"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[0.5,\n",
       "  np.float64(0.605),\n",
       "  np.float64(0.947634695),\n",
       "  np.float64(1.4443555419253844),\n",
       "  np.float64(2.106590234553037),\n",
       "  np.float64(2.845205942971301),\n",
       "  np.float64(3.399704929613084),\n",
       "  np.float64(3.574879918337229),\n",
       "  np.float64(3.5807942734679368),\n",
       "  np.float64(3.581636747201382),\n",
       "  np.float64(3.582427227331109)],\n",
       " [-4,\n",
       "  np.float64(-2.185),\n",
       "  np.float64(-2.070276235),\n",
       "  np.float64(-1.9731018871851784),\n",
       "  np.float64(-1.886575441219658),\n",
       "  np.float64(-1.8182843739706784),\n",
       "  np.float64(-1.7855450862166504),\n",
       "  np.float64(-1.790428682806361),\n",
       "  np.float64(-1.8059343426251486),\n",
       "  np.float64(-1.8176569626731067),\n",
       "  np.float64(-1.826190140651486)]]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def gradDes2EZ_q3(x0,y0,k=10,d=.01):\n",
    "    \n",
    "    \"\"\" Descente de gradient pour la fonction x,y ->  (x^2 +y -11)^2 + (x+y^2 -7)^2\n",
    "\n",
    "    Parameters:\n",
    "    x0,y0 (float): points initiaux\n",
    "    k (int): nombre d'itérations\n",
    "    d (float): pas\n",
    "\n",
    "    Returns:\n",
    "    liste_X,liste_Y: points visités lors de la descente de gradient\n",
    "   \"\"\"\n",
    "    \n",
    "    liste_X = [x0]\n",
    "    liste_Y = [y0]\n",
    "        \n",
    "    for i in range(k):\n",
    "        x = liste_X[-1]\n",
    "        y = liste_Y[-1]\n",
    "        grad = f_grad(x,y)\n",
    "        liste_X.append(x-d*grad[0])\n",
    "        liste_Y.append(y-d*grad[1])\n",
    "        \n",
    "    return [liste_X, liste_Y]\n",
    "\n",
    "x0,y0=0.5, -4 \n",
    "gradDes2EZ_q3(x0,y0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Question 4**\n",
    "\n",
    "Illustrer l'algorithme en traçant les points visités sur la vue du dessus"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "X,Y = np.meshgrid(np.linspace(-5.5, 5.5, 50),np.linspace(-5.5, 5.5, 50))\n",
    "def graphique_descente_2EZ(x0,y0,k=10,d=.01):\n",
    "    \n",
    "    levels = list(1.7 ** np.linspace(0, 10, 30) - 1.) + [300]\n",
    "    plt.figure(figsize=(5, 5))\n",
    "    plt.contourf(X, Y, np.sqrt(Z), levels=np.sqrt(levels), cmap=cmap_reversed)\n",
    "    plt.colorbar()\n",
    "    xs=gradDes2EZ_q3(x0,y0,k,d)\n",
    "    x, y = np.array(xs)\n",
    "    plt.plot(x, y, 'k')\n",
    "    plt.plot(x, y, 'o', color='purple')\n",
    "    plt.show()\n",
    "    \n",
    "x0,y0=0.5, -4 \n",
    "\n",
    "graphique_descente_2EZ(x0,y0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Question 5**\n",
    "\n",
    "Faire varier les paramètres à l'aide de widgets. Que remarquez-vous ?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "from ipywidgets import interact, fixed\n",
    "#todo"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Question 6** Une méthode d'arret classique est de stopper si on a atteint le nombre maximal d'itérations autorisé, ou bien que le gradient est suffisamment proche de zéro (typiquement $|\\nabla f | < 10^{-5}$ i.e. la somme des deux dérivées partielles est inférieure à $ \\varepsilon = 10^{-5}$). \n",
    "\n",
    "Implémenter ce critère dans `gradDes2EZ_q6`. Faites en sorte d'afficher le nombre de pas executés."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "def gradDes2EZ_q6(x0,y0,k=10,d=.01,eps = 1e-5):\n",
    "    \n",
    "    \"\"\" Descente de gradient pour la fonction x,y ->  (x^2 +y -11)^2 + (x+y^2 -7)^2\n",
    "    Parameters:\n",
    "    x0,y0 (float): points initiaux\n",
    "    k (int): nombre d'itérations\n",
    "    d (float): pas\n",
    "    eps (float): critère d'arrêt (si la norme du gradient est inférieure à eps, on arrête la descente)\n",
    "    \"\"\"\n",
    "    \n",
    "    liste_X = [x0]\n",
    "    liste_Y = [y0]\n",
    "    for i in range(k):\n",
    "        x = liste_X[-1]\n",
    "        y = liste_Y[-1]\n",
    "        grad = f_grad(x,y)\n",
    "        if np.linalg.norm(grad) < eps:\n",
    "            break\n",
    "        liste_X.append(x-d*grad[0])\n",
    "        liste_Y.append(y-d*grad[1])\n",
    "    return [liste_X, liste_Y]\n",
    "\n",
    "\n",
    "x0,y0=0.5, -4 \n",
    "z = gradDes2EZ_q6(x0,y0,100)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Exercice 2 : Algorithme générique ($\\mathbb{R}^2 \\to \\mathbb{R}$)\n",
    "\n",
    "\n",
    "On va maintenant implémenter un version plus générique :\n",
    "\n",
    "<tt>gradDes2(f,X0,f_grad=f_gradapprox(f),k=10,d=.01) </tt>\n",
    "\n",
    "\n",
    "avec \n",
    "\n",
    "- $f :\\mathbb{R}^2 \\to \\mathbb{R} $ une fonction quelconque.\n",
    "- $X_0 \\in \\mathbb{R}^2$ un vecteur d'initialisation\n",
    "- <tt>f_grad</tt> une fonction $\\mathbb{R}^2 \\to \\mathbb{R} $ faisant office de gradient pour $f$ (par défaut, si on ne sait pas calculer le gradient on renvoie une approximation définie par <tt>f_gradapprox</tt> qui utilise :\n",
    "$\\nabla f(x)  \\approx (\\frac{f(x+\\varepsilon,y)-f(x-\\varepsilon,y)}{2\\varepsilon},\\frac{f(x,y+\\varepsilon)-f(x,y-\\varepsilon)}{2\\varepsilon})$\n",
    "- $k$ le nombre maximum d'itération\n",
    "- $d$ le pas (supposé constant)\n",
    "\n",
    "**Question 1** \n",
    "\n",
    "Ecrire la fonction `f_gradapprox` qui calcule une approximation de $\\nabla f(x)$ et `gradDes2` qui fait la descente de gradient sur n'importe quelle fonction f."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "gradDes2() got an unexpected keyword argument 'verbatim'",
     "output_type": "error",
     "traceback": [
      "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
      "\u001b[31mTypeError\u001b[39m                                 Traceback (most recent call last)",
      "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[27]\u001b[39m\u001b[32m, line 23\u001b[39m\n\u001b[32m     20\u001b[39m     \u001b[38;5;28;01mreturn\u001b[39;00m np.array([liste_X,liste_Y])\n\u001b[32m     22\u001b[39m eps=\u001b[32m1e-5\u001b[39m\n\u001b[32m---> \u001b[39m\u001b[32m23\u001b[39m \u001b[43mgradDes2\u001b[49m\u001b[43m(\u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\u001b[43mnp\u001b[49m\u001b[43m.\u001b[49m\u001b[43marray\u001b[49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[32;43m0\u001b[39;49m\u001b[43m,\u001b[49m\u001b[32;43m0\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43mverbatim\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m)\u001b[49m\n",
      "\u001b[31mTypeError\u001b[39m: gradDes2() got an unexpected keyword argument 'verbatim'"
     ]
    }
   ],
   "source": [
    "\n",
    "\n",
    "def f(X):# from matlab website\n",
    "    x,y=X  \n",
    "    z = 3 * (x-1)**2 * np.exp(-(y+1)**2-x**2) - 1/3 * (np.exp(-(x+1)**2-x**2)) + (10*x**3-2*x+10*y**5)*np.exp(-x**2-y**2)\n",
    "    return z\n",
    "\n",
    "\n",
    "def f_gradapprox(f,X,eps=1.e-5):\n",
    "    return np.array([(f(X+eps*np.array([1,0]))-f(X-eps*np.array([1,0])))/(2*eps),(f(X+eps*np.array([0,1]))-f(X-eps*np.array([0,1])))/(2*eps)])\n",
    "\n",
    "\n",
    "def gradDes2(f,X0,f_grad=lambda x : f_gradapprox(f,x),k=10,d=.01):\n",
    "    liste_X = [X0[0]]\n",
    "    liste_Y = [X0[1]]\n",
    "    for i in range(k):\n",
    "        x = liste_X[-1]\n",
    "        y = liste_Y[-1]\n",
    "        grad = f_grad(np.array([x,y]))\n",
    "        liste_X.append(x-d*grad[0])\n",
    "        liste_Y.append(y-d*grad[1])\n",
    "    return np.array([liste_X,liste_Y])\n",
    "\n",
    "eps=1e-5\n",
    "gradDes2(f,np.array([0,0]),verbatim=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Question 2** \n",
    "\n",
    "Illustrer cet algorithme en écrivant la méthode `graphique_descente_2`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "def graphique_descente_2(f,X0,f_grad=lambda x : f_gradapprox(f,x),k=10,d=.1,verbatim=False):\n",
    "    #todo\n",
    "    plt.show()\n",
    "\n",
    "    \n",
    "graphique_descente_2(f,np.array([0,0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Question 3** Observer l'effet de la modification des paramètres."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "interact(graphique_descente_2,f=fixed(f), X0=fixed([0,0]),f_grad=fixed(lambda x : f_gradapprox(f,x)), k=(0, 50, 1), d=(0., .5, 0.005))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Question 4** Que se passe-il si on applique la méthode du gradient à la fonction $(x,y) \\mapsto -x^2 -y^2$ ?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def f(X):\n",
    "    return #todo\n",
    "graphique_descente_2(f,np.array([0,-1]))\n",
    "\n",
    "########### Vue 3D ###########\n",
    "n = 100\n",
    "VX = np.linspace(-2.0, 2.0, n)\n",
    "VY = np.linspace(-2.0, 2.0, n)\n",
    "X,Y = np.meshgrid(VX, VY)\n",
    "\n",
    "\n",
    "Z = f([X,Y])\n",
    "\n",
    "fig = plt.figure()\n",
    "ax = plt.axes(projection='3d')\n",
    "ax.view_init(30, -30)\n",
    "ax.plot_surface(X, Y, Z, rstride=1, cstride=1, edgecolor='none',alpha=0.9,cmap=cmap_reversed)\n",
    "\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Question 5** La méthode du gradient n'est pas garantie de converger. Un précaution supplémentaire consiste à ajouter un critère de sortie si le gradient commence à exploser, par exemple en dépassant $10 000$ fois la norme du gradient d'origine. Rajouter cette précaution en définissant `gradDes2_q5`. Afficher le nombre de pas avant l'arrêt de l'algorithme."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def gradDes2_q5(f, X0,f_grad=lambda x : f_gradapprox(f,x),k=10,d=.01,eps = 1e-5):\n",
    "    return #todo\n",
    "\n",
    "def f(X):\n",
    "    x,y=X  \n",
    "    z = -x**2-y**2\n",
    "    return z\n",
    "\n",
    "eps=1e-5\n",
    "gradDes2_q5(f,np.array([0,-1]),k = 100,d=0.2,verbatim = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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