diff --git a/Projet-LINMA1702-2023-v2.ipynb b/Projet-LINMA1702-2023-v2.ipynb
index 7365fd6edbef2ae679ed753f2c17151f43b88729..031504ec632522e2f9f6dc0d85c1bfe26bae6806 100644
--- a/Projet-LINMA1702-2023-v2.ipynb
+++ b/Projet-LINMA1702-2023-v2.ipynb
@@ -74,7 +74,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 144,
+   "execution_count": 5,
    "id": "08fb3b94",
    "metadata": {},
    "outputs": [],
@@ -104,10 +104,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 145,
+   "execution_count": 6,
    "id": "30d3cb31",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "FileNotFoundError",
+     "evalue": "[Errno 2] No such file or directory: 'Temperatures-Montreal.npy'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[6], line 4\u001b[0m\n\u001b[0;32m      2\u001b[0m intervalle_initial \u001b[39m=\u001b[39m \u001b[39m13050\u001b[39m\n\u001b[0;32m      3\u001b[0m n \u001b[39m=\u001b[39m \u001b[39m672\u001b[39m \u001b[39m# Nombre de périodes/intervalles\u001b[39;00m\n\u001b[1;32m----> 4\u001b[0m data \u001b[39m=\u001b[39m np\u001b[39m.\u001b[39;49mload(\u001b[39m\"\u001b[39;49m\u001b[39mTemperatures-Montreal.npy\u001b[39;49m\u001b[39m\"\u001b[39;49m)\n\u001b[0;32m      5\u001b[0m T_ext \u001b[39m=\u001b[39m data[intervalle_initial:intervalle_initial\u001b[39m+\u001b[39mn]\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\numpy\\lib\\npyio.py:405\u001b[0m, in \u001b[0;36mload\u001b[1;34m(file, mmap_mode, allow_pickle, fix_imports, encoding, max_header_size)\u001b[0m\n\u001b[0;32m    403\u001b[0m     own_fid \u001b[39m=\u001b[39m \u001b[39mFalse\u001b[39;00m\n\u001b[0;32m    404\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m--> 405\u001b[0m     fid \u001b[39m=\u001b[39m stack\u001b[39m.\u001b[39menter_context(\u001b[39mopen\u001b[39;49m(os_fspath(file), \u001b[39m\"\u001b[39;49m\u001b[39mrb\u001b[39;49m\u001b[39m\"\u001b[39;49m))\n\u001b[0;32m    406\u001b[0m     own_fid \u001b[39m=\u001b[39m \u001b[39mTrue\u001b[39;00m\n\u001b[0;32m    408\u001b[0m \u001b[39m# Code to distinguish from NumPy binary files and pickles.\u001b[39;00m\n",
+      "\u001b[1;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'Temperatures-Montreal.npy'"
+     ]
+    }
+   ],
    "source": [
     "heure_initiale = 22.5 # Compris dans l'intervalle [0,24[ [h]\n",
     "intervalle_initial = 13050\n",
@@ -136,7 +149,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 146,
+   "execution_count": null,
    "id": "6f3f138a",
    "metadata": {},
    "outputs": [],
@@ -165,7 +178,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 147,
+   "execution_count": null,
    "id": "55614aa7",
    "metadata": {},
    "outputs": [],
@@ -199,7 +212,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 148,
+   "execution_count": null,
    "id": "2aa90a1b",
    "metadata": {},
    "outputs": [],
@@ -236,7 +249,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 149,
+   "execution_count": null,
    "id": "fa2e9678",
    "metadata": {},
    "outputs": [],
@@ -311,24 +324,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 150,
+   "execution_count": null,
    "id": "922de5b4",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "8.112026533505118"
+       "8.182333695034457"
       ]
      },
-     "execution_count": 150,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
     "objectif = cp.Minimize(c.T@(p_n_i+p_r_i))\n",
-    "contraintes = [T_i[0] == T_initial, T_min <= T_i, T_i <= T_max, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
+    "contraintes = [T_i[0] == T_initial, T_i[n] == T_final, T_min <= T_i, T_i <= T_max, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
     "               deltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx)]\n",
     "probleme = cp.Problem(objectif, contraintes)\n",
     "probleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"}, verbose=False)"
@@ -345,13 +358,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 151,
+   "execution_count": null,
    "id": "86342dc9",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 1400x400 with 4 Axes>"
       ]
@@ -422,17 +435,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 152,
+   "execution_count": null,
    "id": "3c2a6c3e",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "1.8115529300351545"
+       "1.9645635951448925"
       ]
      },
-     "execution_count": 152,
+     "execution_count": 21,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -443,7 +456,7 @@
     "heure_initiale = 0\n",
     "T_ext = data[intervalle_initial:intervalle_initial+n]\n",
     "objectif = cp.Minimize(c.T@(p_n_i+p_r_i))\n",
-    "contraintes = [T_i[0] == T_initial, T_min <= T_i, T_i <= T_max, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
+    "contraintes = [T_i[0] == T_initial, T_i[n] == T_final, T_min <= T_i, T_i <= T_max, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
     "               deltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx)]\n",
     "probleme = cp.Problem(objectif, contraintes)\n",
     "probleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"}, verbose=False)"
@@ -460,13 +473,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 153,
+   "execution_count": null,
    "id": "cefbc06c",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 1400x400 with 4 Axes>"
       ]
@@ -572,6 +585,39 @@
     "</div>"
    ]
   },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "f5e6918e",
+   "metadata": {},
+   "source": [
+    "#### Réponses"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "57232cc0",
+   "metadata": {},
+   "source": [
+    "(a) Dans ce cas, il est nécessaire d'ajouter la contrainte suivante:  \n",
+    "    $ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad p_{n_i}+p_{r_i} \\le My_i\\\\ $\n",
+    "    Et de modifier la fonction objectif de la sorte: \n",
+    "    $$ \\min_{p_{n_i}, p_{r_i}, T_i, \\Delta T_i, y_i} \\sum_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i}) + y_if $$ \n",
+    "    Où $y_i$ est une variable binaire valant 0 ou 1, $M$ est une constante relativement élevée devant $p_{n_i}$ et $p_{r_i}$ et où $f$ représente le coût fixe supplémentaire.$\\\\$\n",
+    "    Ainsi, lorsque $p_{n_i}$ et $p_{r_i}$ sont nuls, $y_i$ l'est également pour minimiser la fonction objectif et cela n'engendre ainsi aucun coût supplémentaire. A l'inverse, si $p_{n_i}$ ou $p_{r_i}$ prennent des valeurs différents de 0, c'est-à-dire lorsque la pompe est utilisée, $y_i$ devient forcé de prendre la valeur 1 pour ne pas violer cette nouvelle contrainte. Entraînant de la sorte un coût fixe supplémentaire $f$. "
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "c46978bb",
+   "metadata": {},
+   "source": [
+    "(b) Reprenons à présent les variables d'activations $x_i$ de la question 1.5. Un passage d'un état \"éteint\" à l'état \"allumé\" s'exprime lorsque $x_i$ - $x_{i-1}$ = 1. A l'inverse, un passage d'un état \"allumé\" à l'état \"éteint\" s'exprime lorsque $x_i$ - $x_{i-1}$ = -1. Nous pouvones exprimer cette condition sous cette forme : $$\\sum_{i=1}^{n/4} \\left| x_i - x_{i-1} \\right| \\le 2N $$ où $N$ représente le nombre total d'allumage autorisé. Nous avons ici une somme de valeur absolue afin d'éviter l'annulation de proche en proche d'un allumage suivi d'un éteignage. Nous avons donc que cette somme doit être inférieure ou égale à $2N$ car un allumage est toujours suivi d'un éteignage (sauf éventuellement pour le dernier). Cette condition sous forme linéaire peut s'exprimer en introduisant une nouvelle variable $a_i$ ainsi que deux nouvelles contraintes: $$\\sum_{i=1}^{n/4} a_i \\le 2N $$\n",
+    "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad -a_i \\le x_i - x_{i-1} \\le a_i$\n"
+   ]
+  },
   {
    "attachments": {},
    "cell_type": "markdown",
@@ -632,7 +678,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 154,
+   "execution_count": null,
    "id": "ac4d6894",
    "metadata": {},
    "outputs": [],
@@ -660,7 +706,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 155,
+   "execution_count": null,
    "id": "096c6386",
    "metadata": {},
    "outputs": [],
@@ -690,13 +736,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 156,
+   "execution_count": null,
    "id": "3b228554",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -720,7 +766,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 157,
+   "execution_count": null,
    "id": "b331c627",
    "metadata": {},
    "outputs": [],
@@ -748,7 +794,6 @@
     "$$ \\min_{I_i, p_{n_i}, p_{r_i}, T_i, \\Delta T_i} \\sum_{i=0}^{n-1}I_i \\quad \\text{tel que}\\\\ $$\n",
     "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\le Budget\\\\$\n",
     "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_0=T_{initial}\\\\ $\n",
-    "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_n=T_{final}\\\\ $\n",
     "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_{i+1}=T_i+\\Delta T_i \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n",
     "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad p_{n_i}+p_{r_i} \\le p_{max} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n",
     "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\Delta T_i = -(1-\\eta)(T_i-T_{ext_i}) + \\frac{0,25p_{n_i}COP_n(T_{ext_i})}{C_xV} + \\frac{0,25p_{r_i}COP_r}{C_xV} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n",
@@ -757,7 +802,7 @@
     "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad I_i \\ge 0 \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n",
     "\n",
     "\n",
-    "Par rapport à la tâche 1, on a donc supprimé la contrainte sur la plage de température, mais avons ajouté une contrainte portant sur le budget alloué et trois autres contraintes pour appliquer la technique de l'épigraphe susmentionnée."
+    "Par rapport à la tâche 1, on a donc supprimé la contrainte sur la plage de température ainsi que celle sur la température finale. Mais avons ajouté une contrainte portant sur le budget alloué et trois autres contraintes pour appliquer la technique de l'épigraphe susmentionnée."
    ]
   },
   {
@@ -791,28 +836,27 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 158,
+   "execution_count": null,
    "id": "f2d615c4",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "6844.430249763985"
+       "6681.201308241339"
       ]
      },
-     "execution_count": 158,
+     "execution_count": 27,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "# On revient à l'intervalle 13050...\n",
     "intervalle_initial = 13050\n",
     "heure_initiale = 22.5\n",
     "T_ext = data[intervalle_initial:intervalle_initial+n]\n",
     "objectif = cp.Minimize(cp.sum(I_i))\n",
-    "contraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial, T_i[n] == T_final, T_i[1:n+1] == T_i[0:n]+deltaT_i, 0 <= (p_n_i+p_r_i), (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
+    "contraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial, T_i[1:n+1] == T_i[0:n]+deltaT_i, 0 <= (p_n_i+p_r_i), (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
     "\t\t\tdeltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx),\n",
     "\t\t\tI_i >= f_froid(T_i[0:n]), I_i >= f_chaud(T_i[0:n]), I_i >= 0]\n",
     "probleme = cp.Problem(objectif, contraintes)\n",
@@ -830,19 +874,36 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 159,
+   "execution_count": null,
    "id": "e6d9554a",
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1400x400 with 4 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
+     "ename": "KeyboardInterrupt",
+     "evalue": "",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[28], line 31\u001b[0m\n\u001b[0;32m     28\u001b[0m title1 \u001b[39m=\u001b[39m fig1\u001b[39m.\u001b[39msuptitle(\u001b[39m\"\u001b[39m\u001b[39mGraphes de la solution optimale (Inconfort minimal=\u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m et budget utilisé=\u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m)\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m.\u001b[39mformat(objectif\u001b[39m.\u001b[39mvalue, c\u001b[39m.\u001b[39mT \u001b[39m@\u001b[39m (p_n_i\u001b[39m.\u001b[39mvalue \u001b[39m+\u001b[39m p_r_i\u001b[39m.\u001b[39mvalue)),y\u001b[39m=\u001b[39m\u001b[39m1.05\u001b[39m)\n\u001b[0;32m     29\u001b[0m title1\u001b[39m.\u001b[39mset_fontsize(\u001b[39m15\u001b[39m)\n\u001b[1;32m---> 31\u001b[0m plt\u001b[39m.\u001b[39;49mshow()\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\matplotlib\\pyplot.py:421\u001b[0m, in \u001b[0;36mshow\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m    377\u001b[0m \u001b[39m\u001b[39m\u001b[39m\"\"\"\u001b[39;00m\n\u001b[0;32m    378\u001b[0m \u001b[39mDisplay all open figures.\u001b[39;00m\n\u001b[0;32m    379\u001b[0m \n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m    418\u001b[0m \u001b[39mexplicitly there.\u001b[39;00m\n\u001b[0;32m    419\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[0;32m    420\u001b[0m _warn_if_gui_out_of_main_thread()\n\u001b[1;32m--> 421\u001b[0m \u001b[39mreturn\u001b[39;00m _get_backend_mod()\u001b[39m.\u001b[39;49mshow(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\matplotlib_inline\\backend_inline.py:90\u001b[0m, in \u001b[0;36mshow\u001b[1;34m(close, block)\u001b[0m\n\u001b[0;32m     88\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m     89\u001b[0m     \u001b[39mfor\u001b[39;00m figure_manager \u001b[39min\u001b[39;00m Gcf\u001b[39m.\u001b[39mget_all_fig_managers():\n\u001b[1;32m---> 90\u001b[0m         display(\n\u001b[0;32m     91\u001b[0m             figure_manager\u001b[39m.\u001b[39;49mcanvas\u001b[39m.\u001b[39;49mfigure,\n\u001b[0;32m     92\u001b[0m             metadata\u001b[39m=\u001b[39;49m_fetch_figure_metadata(figure_manager\u001b[39m.\u001b[39;49mcanvas\u001b[39m.\u001b[39;49mfigure)\n\u001b[0;32m     93\u001b[0m         )\n\u001b[0;32m     94\u001b[0m \u001b[39mfinally\u001b[39;00m:\n\u001b[0;32m     95\u001b[0m     show\u001b[39m.\u001b[39m_to_draw \u001b[39m=\u001b[39m []\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\IPython\\core\\display_functions.py:298\u001b[0m, in \u001b[0;36mdisplay\u001b[1;34m(include, exclude, metadata, transient, display_id, raw, clear, *objs, **kwargs)\u001b[0m\n\u001b[0;32m    296\u001b[0m     publish_display_data(data\u001b[39m=\u001b[39mobj, metadata\u001b[39m=\u001b[39mmetadata, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mkwargs)\n\u001b[0;32m    297\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m--> 298\u001b[0m     format_dict, md_dict \u001b[39m=\u001b[39m \u001b[39mformat\u001b[39;49m(obj, include\u001b[39m=\u001b[39;49minclude, exclude\u001b[39m=\u001b[39;49mexclude)\n\u001b[0;32m    299\u001b[0m     \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m format_dict:\n\u001b[0;32m    300\u001b[0m         \u001b[39m# nothing to display (e.g. _ipython_display_ took over)\u001b[39;00m\n\u001b[0;32m    301\u001b[0m         \u001b[39mcontinue\u001b[39;00m\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\IPython\\core\\formatters.py:177\u001b[0m, in \u001b[0;36mDisplayFormatter.format\u001b[1;34m(self, obj, include, exclude)\u001b[0m\n\u001b[0;32m    175\u001b[0m md \u001b[39m=\u001b[39m \u001b[39mNone\u001b[39;00m\n\u001b[0;32m    176\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m--> 177\u001b[0m     data \u001b[39m=\u001b[39m formatter(obj)\n\u001b[0;32m    178\u001b[0m \u001b[39mexcept\u001b[39;00m:\n\u001b[0;32m    179\u001b[0m     \u001b[39m# FIXME: log the exception\u001b[39;00m\n\u001b[0;32m    180\u001b[0m     \u001b[39mraise\u001b[39;00m\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\decorator.py:232\u001b[0m, in \u001b[0;36mdecorate.<locals>.fun\u001b[1;34m(*args, **kw)\u001b[0m\n\u001b[0;32m    230\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m kwsyntax:\n\u001b[0;32m    231\u001b[0m     args, kw \u001b[39m=\u001b[39m fix(args, kw, sig)\n\u001b[1;32m--> 232\u001b[0m \u001b[39mreturn\u001b[39;00m caller(func, \u001b[39m*\u001b[39;49m(extras \u001b[39m+\u001b[39;49m args), \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkw)\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\IPython\\core\\formatters.py:221\u001b[0m, in \u001b[0;36mcatch_format_error\u001b[1;34m(method, self, *args, **kwargs)\u001b[0m\n\u001b[0;32m    219\u001b[0m \u001b[39m\u001b[39m\u001b[39m\"\"\"show traceback on failed format call\"\"\"\u001b[39;00m\n\u001b[0;32m    220\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m--> 221\u001b[0m     r \u001b[39m=\u001b[39m method(\u001b[39mself\u001b[39;49m, \u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n\u001b[0;32m    222\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mNotImplementedError\u001b[39;00m:\n\u001b[0;32m    223\u001b[0m     \u001b[39m# don't warn on NotImplementedErrors\u001b[39;00m\n\u001b[0;32m    224\u001b[0m     \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_check_return(\u001b[39mNone\u001b[39;00m, args[\u001b[39m0\u001b[39m])\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\IPython\\core\\formatters.py:338\u001b[0m, in \u001b[0;36mBaseFormatter.__call__\u001b[1;34m(self, obj)\u001b[0m\n\u001b[0;32m    336\u001b[0m     \u001b[39mpass\u001b[39;00m\n\u001b[0;32m    337\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m--> 338\u001b[0m     \u001b[39mreturn\u001b[39;00m printer(obj)\n\u001b[0;32m    339\u001b[0m \u001b[39m# Finally look for special method names\u001b[39;00m\n\u001b[0;32m    340\u001b[0m method \u001b[39m=\u001b[39m get_real_method(obj, \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mprint_method)\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\IPython\\core\\pylabtools.py:152\u001b[0m, in \u001b[0;36mprint_figure\u001b[1;34m(fig, fmt, bbox_inches, base64, **kwargs)\u001b[0m\n\u001b[0;32m    149\u001b[0m     \u001b[39mfrom\u001b[39;00m \u001b[39mmatplotlib\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mbackend_bases\u001b[39;00m \u001b[39mimport\u001b[39;00m FigureCanvasBase\n\u001b[0;32m    150\u001b[0m     FigureCanvasBase(fig)\n\u001b[1;32m--> 152\u001b[0m fig\u001b[39m.\u001b[39;49mcanvas\u001b[39m.\u001b[39;49mprint_figure(bytes_io, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkw)\n\u001b[0;32m    153\u001b[0m data \u001b[39m=\u001b[39m bytes_io\u001b[39m.\u001b[39mgetvalue()\n\u001b[0;32m    154\u001b[0m \u001b[39mif\u001b[39;00m fmt \u001b[39m==\u001b[39m \u001b[39m'\u001b[39m\u001b[39msvg\u001b[39m\u001b[39m'\u001b[39m:\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\matplotlib\\backend_bases.py:2318\u001b[0m, in \u001b[0;36mFigureCanvasBase.print_figure\u001b[1;34m(self, filename, dpi, facecolor, edgecolor, orientation, format, bbox_inches, pad_inches, bbox_extra_artists, backend, **kwargs)\u001b[0m\n\u001b[0;32m   2316\u001b[0m \u001b[39mif\u001b[39;00m bbox_inches:\n\u001b[0;32m   2317\u001b[0m     \u001b[39mif\u001b[39;00m bbox_inches \u001b[39m==\u001b[39m \u001b[39m\"\u001b[39m\u001b[39mtight\u001b[39m\u001b[39m\"\u001b[39m:\n\u001b[1;32m-> 2318\u001b[0m         bbox_inches \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mfigure\u001b[39m.\u001b[39;49mget_tightbbox(\n\u001b[0;32m   2319\u001b[0m             renderer, bbox_extra_artists\u001b[39m=\u001b[39;49mbbox_extra_artists)\n\u001b[0;32m   2320\u001b[0m         \u001b[39mif\u001b[39;00m pad_inches \u001b[39mis\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m   2321\u001b[0m             pad_inches \u001b[39m=\u001b[39m rcParams[\u001b[39m'\u001b[39m\u001b[39msavefig.pad_inches\u001b[39m\u001b[39m'\u001b[39m]\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\matplotlib\\figure.py:1747\u001b[0m, in \u001b[0;36mFigureBase.get_tightbbox\u001b[1;34m(self, renderer, bbox_extra_artists)\u001b[0m\n\u001b[0;32m   1743\u001b[0m \u001b[39mif\u001b[39;00m ax\u001b[39m.\u001b[39mget_visible():\n\u001b[0;32m   1744\u001b[0m     \u001b[39m# some axes don't take the bbox_extra_artists kwarg so we\u001b[39;00m\n\u001b[0;32m   1745\u001b[0m     \u001b[39m# need this conditional....\u001b[39;00m\n\u001b[0;32m   1746\u001b[0m     \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m-> 1747\u001b[0m         bbox \u001b[39m=\u001b[39m ax\u001b[39m.\u001b[39;49mget_tightbbox(\n\u001b[0;32m   1748\u001b[0m             renderer, bbox_extra_artists\u001b[39m=\u001b[39;49mbbox_extra_artists)\n\u001b[0;32m   1749\u001b[0m     \u001b[39mexcept\u001b[39;00m \u001b[39mTypeError\u001b[39;00m:\n\u001b[0;32m   1750\u001b[0m         bbox \u001b[39m=\u001b[39m ax\u001b[39m.\u001b[39mget_tightbbox(renderer)\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\matplotlib\\axes\\_base.py:4421\u001b[0m, in \u001b[0;36m_AxesBase.get_tightbbox\u001b[1;34m(self, renderer, call_axes_locator, bbox_extra_artists, for_layout_only)\u001b[0m\n\u001b[0;32m   4419\u001b[0m \u001b[39mfor\u001b[39;00m axis \u001b[39min\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_axis_map\u001b[39m.\u001b[39mvalues():\n\u001b[0;32m   4420\u001b[0m     \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39maxison \u001b[39mand\u001b[39;00m axis\u001b[39m.\u001b[39mget_visible():\n\u001b[1;32m-> 4421\u001b[0m         ba \u001b[39m=\u001b[39m martist\u001b[39m.\u001b[39;49m_get_tightbbox_for_layout_only(axis, renderer)\n\u001b[0;32m   4422\u001b[0m         \u001b[39mif\u001b[39;00m ba:\n\u001b[0;32m   4423\u001b[0m             bb\u001b[39m.\u001b[39mappend(ba)\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\matplotlib\\artist.py:1378\u001b[0m, in \u001b[0;36m_get_tightbbox_for_layout_only\u001b[1;34m(obj, *args, **kwargs)\u001b[0m\n\u001b[0;32m   1372\u001b[0m \u001b[39m\u001b[39m\u001b[39m\"\"\"\u001b[39;00m\n\u001b[0;32m   1373\u001b[0m \u001b[39mMatplotlib's `.Axes.get_tightbbox` and `.Axis.get_tightbbox` support a\u001b[39;00m\n\u001b[0;32m   1374\u001b[0m \u001b[39m*for_layout_only* kwarg; this helper tries to use the kwarg but skips it\u001b[39;00m\n\u001b[0;32m   1375\u001b[0m \u001b[39mwhen encountering third-party subclasses that do not support it.\u001b[39;00m\n\u001b[0;32m   1376\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[0;32m   1377\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m-> 1378\u001b[0m     \u001b[39mreturn\u001b[39;00m obj\u001b[39m.\u001b[39;49mget_tightbbox(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49m{\u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs, \u001b[39m\"\u001b[39;49m\u001b[39mfor_layout_only\u001b[39;49m\u001b[39m\"\u001b[39;49m: \u001b[39mTrue\u001b[39;49;00m})\n\u001b[0;32m   1379\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mTypeError\u001b[39;00m:\n\u001b[0;32m   1380\u001b[0m     \u001b[39mreturn\u001b[39;00m obj\u001b[39m.\u001b[39mget_tightbbox(\u001b[39m*\u001b[39margs, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mkwargs)\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\matplotlib\\axis.py:1253\u001b[0m, in \u001b[0;36mAxis.get_tightbbox\u001b[1;34m(self, renderer, for_layout_only)\u001b[0m\n\u001b[0;32m   1250\u001b[0m     renderer \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mfigure\u001b[39m.\u001b[39m_get_renderer()\n\u001b[0;32m   1251\u001b[0m ticks_to_draw \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_update_ticks()\n\u001b[1;32m-> 1253\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_update_label_position(renderer)\n\u001b[0;32m   1255\u001b[0m \u001b[39m# go back to just this axis's tick labels\u001b[39;00m\n\u001b[0;32m   1256\u001b[0m tlb1, tlb2 \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_get_ticklabel_bboxes(ticks_to_draw, renderer)\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\matplotlib\\axis.py:2511\u001b[0m, in \u001b[0;36mYAxis._update_label_position\u001b[1;34m(self, renderer)\u001b[0m\n\u001b[0;32m   2509\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m   2510\u001b[0m     spine \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39maxes\u001b[39m.\u001b[39mspines[\u001b[39m'\u001b[39m\u001b[39mleft\u001b[39m\u001b[39m'\u001b[39m]\n\u001b[1;32m-> 2511\u001b[0m     spinebbox \u001b[39m=\u001b[39m spine\u001b[39m.\u001b[39;49mget_window_extent()\n\u001b[0;32m   2512\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mKeyError\u001b[39;00m:\n\u001b[0;32m   2513\u001b[0m     \u001b[39m# use Axes if spine doesn't exist\u001b[39;00m\n\u001b[0;32m   2514\u001b[0m     spinebbox \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39maxes\u001b[39m.\u001b[39mbbox\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\matplotlib\\spines.py:164\u001b[0m, in \u001b[0;36mSpine.get_window_extent\u001b[1;34m(self, renderer)\u001b[0m\n\u001b[0;32m    162\u001b[0m     tickstocheck\u001b[39m.\u001b[39mappend(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39maxis\u001b[39m.\u001b[39mminorTicks[\u001b[39m1\u001b[39m])\n\u001b[0;32m    163\u001b[0m \u001b[39mfor\u001b[39;00m tick \u001b[39min\u001b[39;00m tickstocheck:\n\u001b[1;32m--> 164\u001b[0m     bb0 \u001b[39m=\u001b[39m bb\u001b[39m.\u001b[39;49mfrozen()\n\u001b[0;32m    165\u001b[0m     tickl \u001b[39m=\u001b[39m tick\u001b[39m.\u001b[39m_size\n\u001b[0;32m    166\u001b[0m     tickdir \u001b[39m=\u001b[39m tick\u001b[39m.\u001b[39m_tickdir\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\matplotlib\\transforms.py:787\u001b[0m, in \u001b[0;36mBbox.frozen\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    784\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mfrozen\u001b[39m(\u001b[39mself\u001b[39m):\n\u001b[0;32m    785\u001b[0m     \u001b[39m# docstring inherited\u001b[39;00m\n\u001b[0;32m    786\u001b[0m     frozen_bbox \u001b[39m=\u001b[39m \u001b[39msuper\u001b[39m()\u001b[39m.\u001b[39mfrozen()\n\u001b[1;32m--> 787\u001b[0m     frozen_bbox\u001b[39m.\u001b[39m_minpos \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mminpos\u001b[39m.\u001b[39mcopy()\n\u001b[0;32m    788\u001b[0m     \u001b[39mreturn\u001b[39;00m frozen_bbox\n",
+      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
+     ]
     }
    ],
    "source": [
@@ -899,7 +960,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 160,
+   "execution_count": null,
    "id": "852abdb9",
    "metadata": {},
    "outputs": [
@@ -909,7 +970,7 @@
        "0.0"
       ]
      },
-     "execution_count": 160,
+     "execution_count": 264,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -920,7 +981,7 @@
     "heure_initiale = 0\n",
     "T_ext = data[intervalle_initial:intervalle_initial+n]\n",
     "objectif = cp.Minimize(cp.sum(I_i))\n",
-    "contraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial, T_i[n] == T_final, T_i[1:n+1] == T_i[0:n]+deltaT_i, 0 <= (p_n_i+p_r_i), (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
+    "contraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial,T_i[n] == T_final, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
     "\t\t\tdeltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx),\n",
     "\t\t\tI_i >= f_froid(T_i[0:n]), I_i >= f_chaud(T_i[0:n]), I_i >= 0]\n",
     "probleme = cp.Problem(objectif, contraintes)\n",
@@ -938,13 +999,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 161,
+   "execution_count": null,
    "id": "27b25fce",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 1400x400 with 4 Axes>"
       ]
@@ -1007,6 +1068,185 @@
     "</div>"
    ]
   },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "d30d959b",
+   "metadata": {},
+   "source": [
+    "#### Technique de l'épigraphe : approximation par des fonctions linéaires"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "eee7e494",
+   "metadata": {},
+   "source": [
+    "Etant donné la nouvelle fonction non-linéaire de l'inconfort en fonction de la température à un intervalle donné, $\\\\$\n",
+    "$I(T) = 3(T-T_{min})^2 \\qquad  T<T_{min}$ \n",
+    "\n",
+    "$I(T) = 0 \\qquad \\qquad T_{min} < T > T_{max}$ \n",
+    "\n",
+    "$I(T) = (T-T_{max})^2 \\qquad T>T_{max}$  \n",
+    "$\\\\$ nous avons décidé de rendre cette fonction linéaire en l'approximant par six tangentes, en plus de l'axe des abscisses. Celle-ci étant convexe, l'épigraphe ainsi formé l'est également. Nous allons dès lors pouvoir à nouveau effectuer la technique de l'épigraphe. Voici l'équation des tangentes pour $T_{min}$=19 et $T_{max}$=21:\n",
+    "\n",
+    "$f_1(T) = 12 - 12(T - 17)$\n",
+    "\n",
+    "$f_2(T) = 3 - 6(T - 18)$\n",
+    "\n",
+    "$f_3(T) = 0.75 - 3(T - 18.5)$\n",
+    "\n",
+    "$f_4(T) = 0.25 + (T - 21.5)$\n",
+    "\n",
+    "$f_5(T) = 4 + 4(T - 23)$\n",
+    "\n",
+    "$f_6(T) = 16 + 8(T - 25)$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c5bc518e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.title(\"Inconfort en fonction de la température de la pièce (pour $T_{min}=19°C$ et $T_{max}=21°C$)\")\n",
+    "plt.plot([17,17.5,18,18.25,18.4,18.75,21.25,22,23,24,24.5,25],[12,6,3,1.5,1,0,0,0.75,4,8,12,16],\"-r\")\n",
+    "plt.grid()\n",
+    "plt.text(T_min-0.25,-0.75,\"$T_{min}$\")\n",
+    "plt.text(T_max-0.25,-0.75,\"$T_{max}$\")\n",
+    "plt.xlabel(\"$T_i$ [°C]\",size=16)\n",
+    "plt.ylabel(\"$I_i$ [/]\",size=16)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "cad79635",
+   "metadata": {},
+   "source": [
+    "#### Résolution du problème"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c99493bc",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "16779.553025717003"
+      ]
+     },
+     "execution_count": 220,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f1 = lambda T: 0.25+T-21.5\n",
+    "f2 = lambda T: 16+8*(T-25)\n",
+    "f3 = lambda T: 4+4*(T-23)\n",
+    "f4 = lambda T: 0.75-3*(T-18.5)\n",
+    "f5 = lambda T: 12-12*(T-17)\n",
+    "f6 = lambda T: 3-6*(T-18)\n",
+    "\n",
+    "# ...et on retourne à nouveau à l'intervalle 22054...\n",
+    "intervalle_initial = 13050\n",
+    "heure_initiale = 22.5\n",
+    "T_ext = data[intervalle_initial:intervalle_initial+n]\n",
+    "objectif = cp.Minimize(cp.sum(I_i))\n",
+    "contraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n",
+    "\t\t\tdeltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx),\n",
+    "\t\t\tI_i >= f1(T_i[0:n]), I_i >= f2(T_i[0:n]), I_i >= f3(T_i[0:n]), I_i >= f4(T_i[0:n]), I_i >= f5(T_i[0:n]), I_i >= f6(T_i[0:n]), I_i >= 0]\n",
+    "probleme = cp.Problem(objectif, contraintes)\n",
+    "probleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"}, verbose=False)"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "7d68ec9c",
+   "metadata": {},
+   "source": [
+    "On observe que l'inconfort a augmenté par rapport au problème précédent. Cela semble cohérent. En effet, ces nouvelles contraintes forment un domaine admissible plus restrictif.  "
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "e573e8e8",
+   "metadata": {},
+   "source": [
+    "Affichage de la solution"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "df41f3cf",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1400x400 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig1, axs1 = plt.subplots(2, 2, figsize=(14, 4))\n",
+    "\n",
+    "fig1.subplots_adjust(wspace=0.1, hspace=0.5)\n",
+    "\n",
+    "axs1[0,0].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n",
+    "axs1[0,0].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n",
+    "axs1[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n",
+    "axs1[0,0].grid('on', alpha=0.3)\n",
+    "\n",
+    "axs1[0,1].bar(np.arange(n), I_i.value, color='purple',alpha=0.4)\n",
+    "axs1[0,1].set_title(\"Inconfort\")\n",
+    "axs1[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n",
+    "axs1[0,1].grid('on', alpha=0.3)\n",
+    "\n",
+    "\n",
+    "axs1[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n",
+    "axs1[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n",
+    "axs1[1,0].set_ylim(-30,1030)\n",
+    "axs1[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n",
+    "axs1[1,0].grid('on', alpha=0.3)\n",
+    "\n",
+    "axs1[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n",
+    "axs1[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n",
+    "axs1[1,1].set_ylim(-30,1030)\n",
+    "axs1[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n",
+    "axs1[1,1].grid('on', alpha=0.3)\n",
+    "\n",
+    "title1 = fig1.suptitle(\"Graphes de la solution optimale (Inconfort minimal={} et budget utilisé={})\".format(objectif.value, c.T @ (p_n_i.value + p_r_i.value)),y=1.05)\n",
+    "title1.set_fontsize(15)\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
   {
    "attachments": {},
    "cell_type": "markdown",
@@ -1018,6 +1258,59 @@
     "</div>"
    ]
   },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "fe85066a",
+   "metadata": {},
+   "source": [
+    "#### Résolution du problème"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "92ea1b5f",
+   "metadata": {},
+   "source": [
+    "Pour résoudre ce problème non-linéaire, nous utilisons le solveur CVXOPT."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cf75287b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from scipy.optimize import minimize"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2e61487a",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "ValueError",
+     "evalue": "setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (4,) + inhomogeneous part.",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mValueError\u001b[0m                                Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[219], line 28\u001b[0m\n\u001b[0;32m     25\u001b[0m bounds \u001b[39m=\u001b[39m [(\u001b[39mNone\u001b[39;00m, \u001b[39mNone\u001b[39;00m)] \u001b[39m*\u001b[39m (n\u001b[39m+\u001b[39m\u001b[39m1\u001b[39m)  \u001b[39m# Vous devez spécifier les bornes appropriées pour les variables p_n_i, p_r_i, etc.\u001b[39;00m\n\u001b[0;32m     27\u001b[0m \u001b[39m# Résolution du problème d'optimisation\u001b[39;00m\n\u001b[1;32m---> 28\u001b[0m solution \u001b[39m=\u001b[39m minimize(objective, T, method\u001b[39m=\u001b[39;49m\u001b[39m'\u001b[39;49m\u001b[39mSLSQP\u001b[39;49m\u001b[39m'\u001b[39;49m, bounds\u001b[39m=\u001b[39;49mbounds, constraints\u001b[39m=\u001b[39;49m[{\u001b[39m'\u001b[39;49m\u001b[39mtype\u001b[39;49m\u001b[39m'\u001b[39;49m: \u001b[39m'\u001b[39;49m\u001b[39mineq\u001b[39;49m\u001b[39m'\u001b[39;49m, \u001b[39m'\u001b[39;49m\u001b[39mfun\u001b[39;49m\u001b[39m'\u001b[39;49m: inequality_constraints}],\n\u001b[0;32m     29\u001b[0m                     options\u001b[39m=\u001b[39;49m{\u001b[39m'\u001b[39;49m\u001b[39mdisp\u001b[39;49m\u001b[39m'\u001b[39;49m: \u001b[39mFalse\u001b[39;49;00m})\n\u001b[0;32m     31\u001b[0m \u001b[39m# Vérification de la réussite de l'optimisation\u001b[39;00m\n\u001b[0;32m     32\u001b[0m \u001b[39mif\u001b[39;00m solution\u001b[39m.\u001b[39msuccess:\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\scipy\\optimize\\_minimize.py:705\u001b[0m, in \u001b[0;36mminimize\u001b[1;34m(fun, x0, args, method, jac, hess, hessp, bounds, constraints, tol, callback, options)\u001b[0m\n\u001b[0;32m    702\u001b[0m     res \u001b[39m=\u001b[39m _minimize_cobyla(fun, x0, args, constraints, callback\u001b[39m=\u001b[39mcallback,\n\u001b[0;32m    703\u001b[0m                             \u001b[39m*\u001b[39m\u001b[39m*\u001b[39moptions)\n\u001b[0;32m    704\u001b[0m \u001b[39melif\u001b[39;00m meth \u001b[39m==\u001b[39m \u001b[39m'\u001b[39m\u001b[39mslsqp\u001b[39m\u001b[39m'\u001b[39m:\n\u001b[1;32m--> 705\u001b[0m     res \u001b[39m=\u001b[39m _minimize_slsqp(fun, x0, args, jac, bounds,\n\u001b[0;32m    706\u001b[0m                           constraints, callback\u001b[39m=\u001b[39;49mcallback, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49moptions)\n\u001b[0;32m    707\u001b[0m \u001b[39melif\u001b[39;00m meth \u001b[39m==\u001b[39m \u001b[39m'\u001b[39m\u001b[39mtrust-constr\u001b[39m\u001b[39m'\u001b[39m:\n\u001b[0;32m    708\u001b[0m     res \u001b[39m=\u001b[39m _minimize_trustregion_constr(fun, x0, args, jac, hess, hessp,\n\u001b[0;32m    709\u001b[0m                                        bounds, constraints,\n\u001b[0;32m    710\u001b[0m                                        callback\u001b[39m=\u001b[39mcallback, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39moptions)\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\scipy\\optimize\\_slsqp_py.py:329\u001b[0m, in \u001b[0;36m_minimize_slsqp\u001b[1;34m(func, x0, args, jac, bounds, constraints, maxiter, ftol, iprint, disp, eps, callback, finite_diff_rel_step, **unknown_options)\u001b[0m\n\u001b[0;32m    325\u001b[0m \u001b[39m# Set the parameters that SLSQP will need\u001b[39;00m\n\u001b[0;32m    326\u001b[0m \u001b[39m# meq, mieq: number of equality and inequality constraints\u001b[39;00m\n\u001b[0;32m    327\u001b[0m meq \u001b[39m=\u001b[39m \u001b[39msum\u001b[39m(\u001b[39mmap\u001b[39m(\u001b[39mlen\u001b[39m, [atleast_1d(c[\u001b[39m'\u001b[39m\u001b[39mfun\u001b[39m\u001b[39m'\u001b[39m](x, \u001b[39m*\u001b[39mc[\u001b[39m'\u001b[39m\u001b[39margs\u001b[39m\u001b[39m'\u001b[39m]))\n\u001b[0;32m    328\u001b[0m           \u001b[39mfor\u001b[39;00m c \u001b[39min\u001b[39;00m cons[\u001b[39m'\u001b[39m\u001b[39meq\u001b[39m\u001b[39m'\u001b[39m]]))\n\u001b[1;32m--> 329\u001b[0m mieq \u001b[39m=\u001b[39m \u001b[39msum\u001b[39m(\u001b[39mmap\u001b[39m(\u001b[39mlen\u001b[39m, [atleast_1d(c[\u001b[39m'\u001b[39;49m\u001b[39mfun\u001b[39;49m\u001b[39m'\u001b[39;49m](x, \u001b[39m*\u001b[39;49mc[\u001b[39m'\u001b[39;49m\u001b[39margs\u001b[39;49m\u001b[39m'\u001b[39;49m]))\n\u001b[0;32m    330\u001b[0m            \u001b[39mfor\u001b[39;49;00m c \u001b[39min\u001b[39;49;00m cons[\u001b[39m'\u001b[39;49m\u001b[39mineq\u001b[39;49m\u001b[39m'\u001b[39;49m]]))\n\u001b[0;32m    331\u001b[0m \u001b[39m# m = The total number of constraints\u001b[39;00m\n\u001b[0;32m    332\u001b[0m m \u001b[39m=\u001b[39m meq \u001b[39m+\u001b[39m mieq\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\scipy\\optimize\\_slsqp_py.py:329\u001b[0m, in \u001b[0;36m<listcomp>\u001b[1;34m(.0)\u001b[0m\n\u001b[0;32m    325\u001b[0m \u001b[39m# Set the parameters that SLSQP will need\u001b[39;00m\n\u001b[0;32m    326\u001b[0m \u001b[39m# meq, mieq: number of equality and inequality constraints\u001b[39;00m\n\u001b[0;32m    327\u001b[0m meq \u001b[39m=\u001b[39m \u001b[39msum\u001b[39m(\u001b[39mmap\u001b[39m(\u001b[39mlen\u001b[39m, [atleast_1d(c[\u001b[39m'\u001b[39m\u001b[39mfun\u001b[39m\u001b[39m'\u001b[39m](x, \u001b[39m*\u001b[39mc[\u001b[39m'\u001b[39m\u001b[39margs\u001b[39m\u001b[39m'\u001b[39m]))\n\u001b[0;32m    328\u001b[0m           \u001b[39mfor\u001b[39;00m c \u001b[39min\u001b[39;00m cons[\u001b[39m'\u001b[39m\u001b[39meq\u001b[39m\u001b[39m'\u001b[39m]]))\n\u001b[1;32m--> 329\u001b[0m mieq \u001b[39m=\u001b[39m \u001b[39msum\u001b[39m(\u001b[39mmap\u001b[39m(\u001b[39mlen\u001b[39m, [atleast_1d(c[\u001b[39m'\u001b[39;49m\u001b[39mfun\u001b[39;49m\u001b[39m'\u001b[39;49m](x, \u001b[39m*\u001b[39;49mc[\u001b[39m'\u001b[39;49m\u001b[39margs\u001b[39;49m\u001b[39m'\u001b[39;49m]))\n\u001b[0;32m    330\u001b[0m            \u001b[39mfor\u001b[39;00m c \u001b[39min\u001b[39;00m cons[\u001b[39m'\u001b[39m\u001b[39mineq\u001b[39m\u001b[39m'\u001b[39m]]))\n\u001b[0;32m    331\u001b[0m \u001b[39m# m = The total number of constraints\u001b[39;00m\n\u001b[0;32m    332\u001b[0m m \u001b[39m=\u001b[39m meq \u001b[39m+\u001b[39m mieq\n",
+      "File \u001b[1;32m<__array_function__ internals>:200\u001b[0m, in \u001b[0;36matleast_1d\u001b[1;34m(*args, **kwargs)\u001b[0m\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\numpy\\core\\shape_base.py:65\u001b[0m, in \u001b[0;36matleast_1d\u001b[1;34m(*arys)\u001b[0m\n\u001b[0;32m     63\u001b[0m res \u001b[39m=\u001b[39m []\n\u001b[0;32m     64\u001b[0m \u001b[39mfor\u001b[39;00m ary \u001b[39min\u001b[39;00m arys:\n\u001b[1;32m---> 65\u001b[0m     ary \u001b[39m=\u001b[39m asanyarray(ary)\n\u001b[0;32m     66\u001b[0m     \u001b[39mif\u001b[39;00m ary\u001b[39m.\u001b[39mndim \u001b[39m==\u001b[39m \u001b[39m0\u001b[39m:\n\u001b[0;32m     67\u001b[0m         result \u001b[39m=\u001b[39m ary\u001b[39m.\u001b[39mreshape(\u001b[39m1\u001b[39m)\n",
+      "\u001b[1;31mValueError\u001b[0m: setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (4,) + inhomogeneous part."
+     ]
+    }
+   ],
+   "source": []
+  },
   {
    "attachments": {},
    "cell_type": "markdown",
@@ -1054,7 +1347,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 162,
+   "execution_count": null,
    "id": "4f3518c7",
    "metadata": {},
    "outputs": [],
@@ -1127,10 +1420,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 163,
+   "execution_count": null,
    "id": "0d86e9f4",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "KeyboardInterrupt",
+     "evalue": "",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[132], line 6\u001b[0m\n\u001b[0;32m      3\u001b[0m inconfort_minimal \u001b[39m=\u001b[39m []\n\u001b[0;32m      5\u001b[0m \u001b[39mfor\u001b[39;00m budget \u001b[39min\u001b[39;00m pourcentage_budget:\n\u001b[1;32m----> 6\u001b[0m     inconfort \u001b[39m=\u001b[39m resoudre(budget, \u001b[39m360\u001b[39;49m)\n\u001b[0;32m      7\u001b[0m     inconfort_minimal\u001b[39m.\u001b[39mappend(inconfort)\n",
+      "Cell \u001b[1;32mIn[131], line 44\u001b[0m, in \u001b[0;36mresoudre\u001b[1;34m(budget_autorise, volume)\u001b[0m\n\u001b[0;32m     40\u001b[0m contraintes \u001b[39m=\u001b[39m [c\u001b[39m.\u001b[39mT\u001b[39m@\u001b[39m(p_n_i\u001b[39m+\u001b[39mp_r_i) \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m budget, T_i[\u001b[39m0\u001b[39m] \u001b[39m==\u001b[39m T_initial, T_i[n] \u001b[39m==\u001b[39m T_final, T_i[\u001b[39m1\u001b[39m:n\u001b[39m+\u001b[39m\u001b[39m1\u001b[39m] \u001b[39m==\u001b[39m T_i[\u001b[39m0\u001b[39m:n]\u001b[39m+\u001b[39mdeltaT_i, \u001b[39m0\u001b[39m \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m (p_n_i\u001b[39m+\u001b[39mp_r_i), (p_n_i\u001b[39m+\u001b[39mp_r_i) \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m p_max, \u001b[39m0\u001b[39m \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m p_n_i, \u001b[39m0\u001b[39m \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m p_r_i,\n\u001b[0;32m     41\u001b[0m \t\t\tdeltaT_i \u001b[39m==\u001b[39m \u001b[39m-\u001b[39m(\u001b[39m1\u001b[39m\u001b[39m-\u001b[39meta)\u001b[39m*\u001b[39m(T_i[\u001b[39m0\u001b[39m:n]\u001b[39m-\u001b[39mT_ext)\u001b[39m+\u001b[39m(cp\u001b[39m.\u001b[39mmultiply(p_n_i,COP_normal(T_ext)))\u001b[39m*\u001b[39m\u001b[39m0.25\u001b[39m\u001b[39m/\u001b[39m(V\u001b[39m*\u001b[39mCx)\u001b[39m-\u001b[39mp_r_i\u001b[39m*\u001b[39mCOP_reverse\u001b[39m*\u001b[39m\u001b[39m0.25\u001b[39m\u001b[39m/\u001b[39m(V\u001b[39m*\u001b[39mCx),\n\u001b[0;32m     42\u001b[0m \t\t\tI_i \u001b[39m>\u001b[39m\u001b[39m=\u001b[39m f_froid(T_i[\u001b[39m0\u001b[39m:n]), I_i \u001b[39m>\u001b[39m\u001b[39m=\u001b[39m f_chaud(T_i[\u001b[39m0\u001b[39m:n]), I_i \u001b[39m>\u001b[39m\u001b[39m=\u001b[39m \u001b[39m0\u001b[39m]\n\u001b[0;32m     43\u001b[0m probleme \u001b[39m=\u001b[39m cp\u001b[39m.\u001b[39mProblem(objectif, contraintes)\n\u001b[1;32m---> 44\u001b[0m probleme\u001b[39m.\u001b[39;49msolve(solver\u001b[39m=\u001b[39;49mcp\u001b[39m.\u001b[39;49mSCIPY, scipy_options\u001b[39m=\u001b[39;49m{\u001b[39m\"\u001b[39;49m\u001b[39mmethod\u001b[39;49m\u001b[39m\"\u001b[39;49m:\u001b[39m\"\u001b[39;49m\u001b[39mhighs\u001b[39;49m\u001b[39m\"\u001b[39;49m})\n\u001b[0;32m     46\u001b[0m \u001b[39mreturn\u001b[39;00m objectif\u001b[39m.\u001b[39mvalue\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\cvxpy\\problems\\problem.py:493\u001b[0m, in \u001b[0;36mProblem.solve\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m    491\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m    492\u001b[0m     solve_func \u001b[39m=\u001b[39m Problem\u001b[39m.\u001b[39m_solve\n\u001b[1;32m--> 493\u001b[0m \u001b[39mreturn\u001b[39;00m solve_func(\u001b[39mself\u001b[39;49m, \u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\cvxpy\\problems\\problem.py:1064\u001b[0m, in \u001b[0;36mProblem._solve\u001b[1;34m(self, solver, warm_start, verbose, gp, qcp, requires_grad, enforce_dpp, ignore_dpp, canon_backend, **kwargs)\u001b[0m\n\u001b[0;32m   1060\u001b[0m     s\u001b[39m.\u001b[39mLOGGER\u001b[39m.\u001b[39minfo(\n\u001b[0;32m   1061\u001b[0m             \u001b[39m'\u001b[39m\u001b[39mInvoking solver \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m  to obtain a solution.\u001b[39m\u001b[39m'\u001b[39m,\n\u001b[0;32m   1062\u001b[0m             solving_chain\u001b[39m.\u001b[39mreductions[\u001b[39m-\u001b[39m\u001b[39m1\u001b[39m]\u001b[39m.\u001b[39mname())\n\u001b[0;32m   1063\u001b[0m start \u001b[39m=\u001b[39m time\u001b[39m.\u001b[39mtime()\n\u001b[1;32m-> 1064\u001b[0m solution \u001b[39m=\u001b[39m solving_chain\u001b[39m.\u001b[39;49msolve_via_data(\n\u001b[0;32m   1065\u001b[0m     \u001b[39mself\u001b[39;49m, data, warm_start, verbose, kwargs)\n\u001b[0;32m   1066\u001b[0m end \u001b[39m=\u001b[39m time\u001b[39m.\u001b[39mtime()\n\u001b[0;32m   1067\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_solve_time \u001b[39m=\u001b[39m end \u001b[39m-\u001b[39m start\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\cvxpy\\reductions\\solvers\\solving_chain.py:410\u001b[0m, in \u001b[0;36mSolvingChain.solve_via_data\u001b[1;34m(self, problem, data, warm_start, verbose, solver_opts)\u001b[0m\n\u001b[0;32m    374\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39msolve_via_data\u001b[39m(\u001b[39mself\u001b[39m, problem, data, warm_start: \u001b[39mbool\u001b[39m \u001b[39m=\u001b[39m \u001b[39mFalse\u001b[39;00m, verbose: \u001b[39mbool\u001b[39m \u001b[39m=\u001b[39m \u001b[39mFalse\u001b[39;00m,\n\u001b[0;32m    375\u001b[0m                    solver_opts\u001b[39m=\u001b[39m{}):\n\u001b[0;32m    376\u001b[0m \u001b[39m    \u001b[39m\u001b[39m\"\"\"Solves the problem using the data output by the an apply invocation.\u001b[39;00m\n\u001b[0;32m    377\u001b[0m \n\u001b[0;32m    378\u001b[0m \u001b[39m    The semantics are:\u001b[39;00m\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m    408\u001b[0m \u001b[39m        a Solution object.\u001b[39;00m\n\u001b[0;32m    409\u001b[0m \u001b[39m    \"\"\"\u001b[39;00m\n\u001b[1;32m--> 410\u001b[0m     \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49msolver\u001b[39m.\u001b[39;49msolve_via_data(data, warm_start, verbose,\n\u001b[0;32m    411\u001b[0m                                       solver_opts, problem\u001b[39m.\u001b[39;49m_solver_cache)\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\cvxpy\\reductions\\solvers\\conic_solvers\\scipy_conif.py:196\u001b[0m, in \u001b[0;36mSCIPY.solve_via_data\u001b[1;34m(self, data, warm_start, verbose, solver_opts, solver_cache)\u001b[0m\n\u001b[0;32m    191\u001b[0m     solution \u001b[39m=\u001b[39m opt\u001b[39m.\u001b[39mlinprog(data[s\u001b[39m.\u001b[39mC], A_ub\u001b[39m=\u001b[39mdata[s\u001b[39m.\u001b[39mG], b_ub\u001b[39m=\u001b[39mdata[s\u001b[39m.\u001b[39mH],\n\u001b[0;32m    192\u001b[0m                            A_eq\u001b[39m=\u001b[39mdata[s\u001b[39m.\u001b[39mA], b_eq\u001b[39m=\u001b[39mdata[s\u001b[39m.\u001b[39mB], method\u001b[39m=\u001b[39mmeth,\n\u001b[0;32m    193\u001b[0m                            options\u001b[39m=\u001b[39msolver_opts[\u001b[39m'\u001b[39m\u001b[39mscipy_options\u001b[39m\u001b[39m'\u001b[39m],\n\u001b[0;32m    194\u001b[0m                            integrality\u001b[39m=\u001b[39mintegrality, bounds\u001b[39m=\u001b[39mbounds)\n\u001b[0;32m    195\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m--> 196\u001b[0m     solution \u001b[39m=\u001b[39m opt\u001b[39m.\u001b[39;49mlinprog(data[s\u001b[39m.\u001b[39;49mC], A_ub\u001b[39m=\u001b[39;49mdata[s\u001b[39m.\u001b[39;49mG], b_ub\u001b[39m=\u001b[39;49mdata[s\u001b[39m.\u001b[39;49mH],\n\u001b[0;32m    197\u001b[0m                            A_eq\u001b[39m=\u001b[39;49mdata[s\u001b[39m.\u001b[39;49mA], b_eq\u001b[39m=\u001b[39;49mdata[s\u001b[39m.\u001b[39;49mB], method\u001b[39m=\u001b[39;49mmeth,\n\u001b[0;32m    198\u001b[0m                            options\u001b[39m=\u001b[39;49msolver_opts[\u001b[39m'\u001b[39;49m\u001b[39mscipy_options\u001b[39;49m\u001b[39m'\u001b[39;49m],\n\u001b[0;32m    199\u001b[0m                            bounds\u001b[39m=\u001b[39;49mbounds)\n\u001b[0;32m    201\u001b[0m \u001b[39m# Replace `scipy_options` method to avoid future warnings.\u001b[39;00m\n\u001b[0;32m    202\u001b[0m solver_opts[\u001b[39m\"\u001b[39m\u001b[39mscipy_options\u001b[39m\u001b[39m\"\u001b[39m][\u001b[39m\"\u001b[39m\u001b[39mmethod\u001b[39m\u001b[39m\"\u001b[39m] \u001b[39m=\u001b[39m meth\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\scipy\\optimize\\_linprog.py:637\u001b[0m, in \u001b[0;36mlinprog\u001b[1;34m(c, A_ub, b_ub, A_eq, b_eq, bounds, method, callback, options, x0, integrality)\u001b[0m\n\u001b[0;32m    632\u001b[0m     \u001b[39mraise\u001b[39;00m \u001b[39mNotImplementedError\u001b[39;00m(\u001b[39m\"\u001b[39m\u001b[39mHiGHS solvers do not support the \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m    633\u001b[0m                               \u001b[39m\"\u001b[39m\u001b[39mcallback interface.\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[0;32m    634\u001b[0m highs_solvers \u001b[39m=\u001b[39m {\u001b[39m'\u001b[39m\u001b[39mhighs-ipm\u001b[39m\u001b[39m'\u001b[39m: \u001b[39m'\u001b[39m\u001b[39mipm\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mhighs-ds\u001b[39m\u001b[39m'\u001b[39m: \u001b[39m'\u001b[39m\u001b[39msimplex\u001b[39m\u001b[39m'\u001b[39m,\n\u001b[0;32m    635\u001b[0m                  \u001b[39m'\u001b[39m\u001b[39mhighs\u001b[39m\u001b[39m'\u001b[39m: \u001b[39mNone\u001b[39;00m}\n\u001b[1;32m--> 637\u001b[0m sol \u001b[39m=\u001b[39m _linprog_highs(lp, solver\u001b[39m=\u001b[39;49mhighs_solvers[meth],\n\u001b[0;32m    638\u001b[0m                      \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49msolver_options)\n\u001b[0;32m    639\u001b[0m sol[\u001b[39m'\u001b[39m\u001b[39mstatus\u001b[39m\u001b[39m'\u001b[39m], sol[\u001b[39m'\u001b[39m\u001b[39mmessage\u001b[39m\u001b[39m'\u001b[39m] \u001b[39m=\u001b[39m (\n\u001b[0;32m    640\u001b[0m     _check_result(sol[\u001b[39m'\u001b[39m\u001b[39mx\u001b[39m\u001b[39m'\u001b[39m], sol[\u001b[39m'\u001b[39m\u001b[39mfun\u001b[39m\u001b[39m'\u001b[39m], sol[\u001b[39m'\u001b[39m\u001b[39mstatus\u001b[39m\u001b[39m'\u001b[39m], sol[\u001b[39m'\u001b[39m\u001b[39mslack\u001b[39m\u001b[39m'\u001b[39m],\n\u001b[0;32m    641\u001b[0m                   sol[\u001b[39m'\u001b[39m\u001b[39mcon\u001b[39m\u001b[39m'\u001b[39m], lp\u001b[39m.\u001b[39mbounds, tol, sol[\u001b[39m'\u001b[39m\u001b[39mmessage\u001b[39m\u001b[39m'\u001b[39m]))\n\u001b[0;32m    642\u001b[0m sol[\u001b[39m'\u001b[39m\u001b[39msuccess\u001b[39m\u001b[39m'\u001b[39m] \u001b[39m=\u001b[39m sol[\u001b[39m'\u001b[39m\u001b[39mstatus\u001b[39m\u001b[39m'\u001b[39m] \u001b[39m==\u001b[39m \u001b[39m0\u001b[39m\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\scipy\\optimize\\_linprog_highs.py:372\u001b[0m, in \u001b[0;36m_linprog_highs\u001b[1;34m(lp, solver, time_limit, presolve, disp, maxiter, dual_feasibility_tolerance, primal_feasibility_tolerance, ipm_optimality_tolerance, simplex_dual_edge_weight_strategy, mip_rel_gap, mip_max_nodes, **unknown_options)\u001b[0m\n\u001b[0;32m    369\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m    370\u001b[0m     integrality \u001b[39m=\u001b[39m np\u001b[39m.\u001b[39marray(integrality)\n\u001b[1;32m--> 372\u001b[0m res \u001b[39m=\u001b[39m _highs_wrapper(c, A\u001b[39m.\u001b[39;49mindptr, A\u001b[39m.\u001b[39;49mindices, A\u001b[39m.\u001b[39;49mdata, lhs, rhs,\n\u001b[0;32m    373\u001b[0m                      lb, ub, integrality\u001b[39m.\u001b[39;49mastype(np\u001b[39m.\u001b[39;49muint8), options)\n\u001b[0;32m    375\u001b[0m \u001b[39m# HiGHS represents constraints as lhs/rhs, so\u001b[39;00m\n\u001b[0;32m    376\u001b[0m \u001b[39m# Ax + s = b => Ax = b - s\u001b[39;00m\n\u001b[0;32m    377\u001b[0m \u001b[39m# and we need to split up s by A_ub and A_eq\u001b[39;00m\n\u001b[0;32m    378\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39m'\u001b[39m\u001b[39mslack\u001b[39m\u001b[39m'\u001b[39m \u001b[39min\u001b[39;00m res:\n",
+      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
+     ]
+    }
+   ],
    "source": [
     "cout_minimal_obtenu_a_la_tache_1 = 8.182333695034458 # 1.9645635951448925\n",
     "pourcentage_budget = np.linspace(0, cout_minimal_obtenu_a_la_tache_1, 100)\n",
@@ -1163,13 +1475,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 164,
+   "execution_count": null,
    "id": "85a5e73a",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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QIblo9BxjTY3P5XI12A/Is6/GnvvgwYMNFrOefn6Nfbds3LhRPt7PNGzYMADAV1991eD2jfEcd+f6ndNRsOihczJlyhQAwLvvvotdu3Y1aZt+/fqhd+/eAIB58+Z5XaLxWLVqlfylOGHChBaKtmn8GZ+nI2RZWdk572PatGlyTKtWrWq0bWt0RD5f48ePBwBs3rwZa9eu9VnvcDjw1FNPAXDfNdSnT58We+5JkyYhKCgIJSUl8h1iTVG3A+u5vHcGgwGZmZkA3JPf1tfv4ueff8bHH38MwL+fAUmSMHbsWADAwoUL6z3jsHfv3kZHHu7fvz8AYNu2bfUWFvv27cMnn3xy3rFWV1fjxRdfrHfdvHnzALhvePB0CD8zvk8//bTeH//333+/waLlpptuQlBQUKPP7Tle6+O56+3YsWP1jhothMCzzz7b4Paez/uvv/6Kt956q8F2gHvU5zNHZm6J75wOIYC3y1Mra+o4PY3xtDlzPBmr1eozOKFnoCwhhDh06JCYO3euzzgjdQf/GzNmjDz4X21trfjPf/4jD4zW2OB/jY3vcfToUXn/R48ebfLr8Vd8HsOGDRMAxE033VTvWC1N4XA4xDXXXCMACJVKJZ5++mmRl5cnr6+oqBDffvutuPvuu71GFvY434Hazqa5gxMuWbJEHlzwyJEj4o9//KP8XjQ2OOG5xv/II4/I+58yZYo4cOCAvM5isYhly5b5DPJWWVkpVCqVACD+7//+r95Rf4Vo+uCEl156qdfghF9//bVISEgQaMLghI0523HekOPHj8uDGw4YMEBs27ZNCCGEy+USa9asEcnJyY0OTlhWViaPEj1kyBCRnZ0thHB/fj777DORkJAgIiIiznucHs8o7M8++6ywWq1CCCGKioq8Rth++eWXfbZft26dvP6OO+4QxcXFQgj3+/3SSy8JlUolx1ffMePZ/5nPXVhYKO655x45NjQwHs6IESME4B5gdfHixfLghDk5OWLChAlnHZzw9ttvF/h9cMT7779fHD58WF5XU1MjNm/eLGbNmiUiIyNFTk6O17aPPfaYPD7UuY7W3RGw6OnAWrPoEcI9am7dIdUVCoWIiIho9jQUBoNB/iEBIPr27ev14+3hj6KntePz+Pe//y3vLzg4WCQmJoqUlBQxbNiws25bl8VikUcu9vzT6/VeQ+MDEEql0mfbQBc9QrinobjgggvkOFUqldePqkKhqHdk3ZaI3+FwyD9Unn+hoaENTkPhMWXKFLl9SEiISE5OFikpKeLBBx+U25ztWFi2bJnXMaXX6+WBFIGmTUPRmHMteoQQ4quvvvKZIkOr1Qrg7NNQCCHEu+++63XshYWFya91yJAh4vXXXz/voqfuNBRBQUE+01Dcdttt9Q7cKIQQt956q9d7bjAY5IEq77vvvkaPmerqavkPjfqe+2zTUBQUFIj09HSvz77neFcoFOKf//ynSE5OFgDEhx9+6LO9zWYTd9xxR73HbN2peAD4FDYHDhyQjzGFQiFiY2NFSkqKSElJ8SmQOjJe3qJz1q1bN+zatQtvvvkmrrzyShiNRpSXl8NgMCAjIwNPP/00HnjgAZ/tHnjgAWzfvh1/+ctfYDKZUFVVBa1WiyFDhuDll1/Gtm3bGr2ts7X5I76//OUv+Pe//41LL70UISEhKCgowPHjxxvt3FofvV6PL7/8EqtWrcK4ceOQnJwMm82GqqoqJCYmYuTIkZg/f748Vk9bk5iYiO3bt+Oll17CkCFDoNVqUVVVBZPJhFtvvRU7duzAjBkzWuW5g4KC8Prrr+PHH3/ELbfcguTkZNjtdggh0Lt3b0yZMkW+zFTXG2+8gTlz5qBv374AgBMnTuD48eMNdkCtz7hx4/Dbb7/hzjvvRPfu3WGz2aBUKjFgwADMnTsXv/76K3r16tVir7U5Ro8ejZ07d2L8+PGIiYlBbW0tYmNjce+992LXrl3o2rVro9tPmTIFX3/9Na666iro9Xo4HA6kpqbiueeew/fffw+dTtcicX744Yd48803MXDgQDgcDuh0OmRkZOCDDz7A+++/3+CwEe+99x5effVVDBgwAFqtFi6XC8OGDcNHH32Ef/zjH40+p0ajwerVq+XtVSoVhBC47LLL8NFHH+G5555rdPu4uDhs27YNf//735GWlgaFQgGlUolRo0bh22+/xdSpU+WO1AaDwWd7lUqFd955B5s2bcKkSZPQvXt3OJ1OVFRUICYmBldeeSWeeOIJ/PLLLz631vfs2RMbNmzAH//4R0RHR6OkpATHjx/H8ePHG+xH1BFJQnTyXk1ERERtwMGDB5GamgrAXUw3NPIynTue6SEiImoD5s+fDwDo3bs3C55WwqKHiIjID7Kzs3HHHXfghx9+QHl5udfy22+/HYsXLwYAPPLII4EKscPj5S0iIiI/2L17t9cEzeHh4bDb7V5DF8yYMQOvvvpqIMLrFFj0EBER+UF5eTn++c9/Yt26ddi/fz8KCwvhcDgQExODjIwMTJs2DVdffXWgw+zQWPQQERFRp8A+PURERNQpcJb1OlwuF/Lz8xEWFsZZmImIiNoJIQTKy8uRkJDQ4BhNAIseL/n5+bxNkIiIqJ3KyclBUlJSg+tZ9NQRFhYGwJ20uhMLerhcLhQVFSE6OrrRSpJaDnPuf8y5/zHn/sec+19r5txqtcJkMsm/4w1h0VOH55KWXq9vsOipqamBXq/nh8RPmHP/Y879jzn3P+bc//yR87N1TeE7TURERJ0Cix4iIiLqFFj0EBERUafAPj0B4nK5UFtbG+gw2jyXywW73Y6amhped/cT5tz/mHP/Y87973xyHhwcjKCgoPOOgUVPANTW1uLo0aNwuVyBDqXNE0LA5XKhvLycYyf5CXPuf8y5/zHn/ne+OTcYDIiLizuv94tFj58JIVBQUICgoCCYTCb+hXEWQgg4HA4olUp+MfkJc+5/zLn/Mef+d645F0KgqqoKhYWFAID4+PhzjoFFj585HA5UVVUhISEBISEhgQ6nzeMXk/8x5/7HnPsfc+5/55NzrVYLACgsLERMTMw5X+riaQY/czqdAACVShXgSIiIiNoPz4kCu91+zvvgmZ4AOe+/LIQASkqAigogNBSIjAT41woREXVQLXFGjmd62puyMuDVV4GePYHoaKBrV/f/9+zpXl5WFugIiYiI2iQWPe3JmjVAUhLwwAPAkSPe644ccS9PSnK3a0fee+89GAyGQIfRLFdeeSXuv//+Jrc/duwYJEnC7t27Wy2mjq5Lly545ZVXAh2Gj88++ww9evRAUFBQs46JQGvuMUzUEbDoaS/WrAFGjwaqq92XtoTwXu9ZVl3tbtfChc+kSZMgSZL8LzIyEtdeey1++eWXFn2eltLaRcYnn3yCp59+usntTSYTCgoK0KdPn1aJpzPYtm0bpk2bFugwfNx55524+eabkZOT06xj4kzHjh2DQqHoUIXxkiVL0L9/f4SEhCA+Ph6TJ09GSUlJo9vMmDEDF110EdRqNQYMGFBvmzVr1mDIkCEICwtDdHQ0brrpJhw7dkxe/8knn2DEiBGIjo6GXq9HRkYG1pzxnfjWW2/hwgsvRHh4uNxm9erVXm3uvPNOdO/eHVqtFtHR0bj++uuRnZ0try8pKcG1116LhIQEqNVqmEwm3HvvvbBarV77sdlseOyxx5CSkgK1Wo0uXbrgX//6l7zebrfjqaeeQvfu3aHRaNC/f3988803XvuYM2eO13ewJElIT0/3alNTU4N77rkHkZGRCA0NxU033YRTp041O16PjRs3QqlUNvg+AMBzzz0HSZJ8Cugrr7zSJ97p06d7tdm2bRuuvvpqGAwGGI1GZGZm4ueff27wuVoCix4/sFltOPHjCdirzrHzVVkZcNNN7qLmbGP7uFzudjfd1OKXuq699loUFBSgoKAA69evh1KpxB/+8IcWfY72IiIi4qyz+dYVFBSEuLg4KJXsRnc2DXVSjI6ObnN3PFZUVKCwsBCZmZlISEho1jFRV0ccqHTjxo247bbbMGXKFPz2229YsWIFfvrpJ0ydOvWs206ePBnjxo2rd93Ro0dx/fXX46qrrsLu3buxZs0aFBcX48Ybb5Tb/PDDDxgxYgRWrVqFHTt2YPjw4bjuuuuwa9cuuU1SUhKeeeYZbN++Hdu3b8dVV12F66+/Hr/99pvc5qKLLsLixYuxb98+rFmzBkIIjBw5Ur4hRaFQ4Prrr8cXX3yBAwcO4L333sO6det8ftzHjh2L9evXY9GiRdi/fz8+/PBDpKWlyesff/xxvP3223jttdewd+9eTJ8+HTfccINXvABwwQUXyN/BBQUF+PHHH73WP/DAA/jyyy+xYsUKfP/998jPz/fKS1PjBYCysjLcdtttuPrqqxt8n7Zt24a3334b/fr1q3f91KlTveL9v//7P3ldRUUFrr32WiQnJ2Pr1q348ccfERYWhszMzPPqqHxWgmQWi0UAEBaLpd71TqdTFBQUCKfT2eR9VhRWiP1f7RfZX2SLYz8cE1WVVWLv3r2iurq66YG98ooQkuQ5l9O0f5IkxKuvNv05zmLixIni+uuv91r2v//9TwAQhYWFQgghNmzYIAAIs9kst9m1a5cAII4ePSovW7x4sTCZTEKr1YoxY8aIF198UYSHh3vt++mnnxbR0dEiNDRU3H777eLhhx8W/fv392rzzjvviPT0dKFWq0VaWpp444035HUAvP5dccUV9b4uT8zffPONGDBggNBoNGL48OHi1KlTYtWqVSI9PV2EhYWJCRMmiMrKSnm7K664Qvz1r3+VH6ekpIhnnnlG3H777SI0NFSYTCbx9ttvy+uPHj0qAIhdu3ad1/OmpKSIl19+2es19O/fXzz55JNer33hwoVi9OjRQqvVivT0dLFp0yZx8OBBccUVV4iQkBCRkZEhDh06VG9OXC6XOHDggAAgPvzwQ5GRkSHUarW44IILxHfffefV9rvvvhMXX3yxUKlUIi4uTvztb38Tdru92fG++eab4rrrrhMhISFe6+o6c18AxDvvvCPGjBkjtFqt6NGjh/j888+9tvn111/F6NGjRVhYmAgNDRWXXnqp/LqdTqeYO3euSExMFCqVSvTv31+sXr1a3tbznn388cfiyiuvFFqtVvTr109s2rRJCHH6Paz7b8OGDUIIIVauXCl69+4tVCqVSElJES+++KLPa3nqqafErbfeKsLCwsTEiRObfcyuW7dOXHTRRUKr1YqMjAyRnZ0tt6nv8/rXv/7Va59nHsMt7YUXXhDdunXzWvaPf/xDJCYmNmn7J5980uczL4QQK1asEEql0ut7+IsvvhCSJIna2toG99e7d28xd+5c+bHL5RK1tbXC5XLJy4xGo3j33Xcb3MfPP/8sADT42RFCiFdffVUkJSXJj1evXi3Cw8NFSUlJg9vEx8eL119/3WvZjTfeKG655Rb5cUP58CgrKxPBwcFixYoV8rJ9+/YJAGLz5s1Njtdj3Lhx4vHHH2/wecvLy0XPnj3Ff//733qPpfqW1c35tm3bBABx4sQJef0vv/wiAIiDBw/WG2t1dXWDv59n+/324JmeVqY1ahGsDQYA1JTVwHzU3LwdCAG89tq5Pfk//uF7GayFVFRU4D//+Q969OiByMjIJm+3detWTJkyBffeey92796N4cOHY968eV5tlixZgmeeeQbPP/88tm/fDpPJhIULF/q0eeKJJ/DMM89g3759ePbZZ/H3v/8d77//PgDgp59+AgCsW7cOBQUF+OSTTxqNa86cOXj99dexadMm5OTkYOzYsXjllVewdOlSfP3111i7di1eO8v7sGDBAgwaNAi7du3C3Xffjbvuugv79+9v9eetz9NPP43bbrsNu3fvRnp6Ov785z/jzjvvxOzZs7F9+3YIIXDvvfeedT+zZs3Cgw8+iF27diEjIwPXXXedfHkiLy8Po0aNwsUXX4yff/4Zb731FhYtWuTzfjbFnDlzcMMNN2DPnj2YPHlyk7ebO3cuxo4di19++QWjRo3CLbfcgtLSUjm+yy+/HGq1Gt9++y127NiByZMnw+FwAABeffVVLFiwAC+++CJ++eUXZGZm4o9//CMOHjzo9RyPPfYYHnroIezevRupqamYMGECHA4Hhg4dKr+/H3/8MQoKCjB06FDs2LEDY8eOxfjx47Fnzx7MmTMHf//73/Hee+957ffFF19E//79sWvXLjz++OPYtGkTgKYfs4899hgWLFiA7du3Q6lUNitvTfG///0PoaGhjf5bsmRJg9tnZGQgJycHq1atghACp06dwsqVKzFq1Kjziuuiiy6CQqHA4sWL4XQ6YbFY8O9//xvXXHMNgoOD693GMwpwREREveudTieWLVuGyspKZGRk1NumsrISixcvRteuXWEymeptk5+fj08++QRXXHGFvOyLL77AoEGD8H//939ITExEamoqHnroIVRXV8ttbDYbNBqN1760Wq3PmZyDBw8iISEB3bp1wy233IITJ07I63bs2AG73Y5rrrlGXpaeno7k5GRs3ry5yfECwOLFi3HkyBE8+eST9W4HAPfccw9Gjx7t9XxnWrJkCaKiotCnTx/Mnj0bVVVV8rq0tDRERkZi0aJFqK2tRXV1NRYtWoRevXqhS5cuDe7zvDVaEnUyrXGmRwghqs3VYv+X7rM9e1ftFb/u+bXpZ3qKipp3hufMf8XFzYq1IRMnThRBQUFCp9MJnU4nAIj4+HixY8cOuU1TzvRMmDBBjBo1ymvf48aN8zrTM3jwYHHPPfcIIU7/ZTBs2DCvvza6d+8uli5d6rWfp59+WmRkZAghfM+sNKTuX80e8+fPFwDE4cOH5WV33nmnyMzMlB/Xd6bnL3/5i/zY5XKJmJgY8dZbb9Ubz7k+b1PPnDz++OPy482bNwsAYtGiRfKyDz/8UGg0mnpzUvdMz3PPPScvt9vtIikpSTz//PNCCCEeffRRkZaW5vWX8htvvCFCQ0Plz0hT473//vvrjaWu+s701H2dFRUVAoB8tmb27Nmia9euDf71n5CQIJ555hmvZRdffLG4++67hRCn37O6f/n/9ttvAoDYt2+fEEIIs9nsdYZHCCH+/Oc/ixEjRnjtd9asWaJ3795er2XMmDHy47o5P5dj9uuvvxYA5O+VljjTU1VVJQ4ePNjoP6vV2misH330kQgNDRVKpVIAENddd12jZ2PqauzMxnfffSdiYmJEUFCQACAyMjK8vnfO9Pzzzwuj0ShOnTolL3O5XGLHjh1Cp9OJoKAgER4eLr7++mufbd944w35Oy8tLa3eszzjx48XWq1Wfo11v98zMzOFWq0Wo0ePFlu3bhVff/21SElJEZMmTZLbTJgwQfTu3VscOHBAOJ1OsXbtWqHVaoVKpZLbrFq1Snz00Ufi559/Ft98843IyMgQycnJ8nuwZMkSr/YeF198sXj44YebHO+BAwdETEyM2L9/vxCi/vfhww8/FH369JG3q+9Yevvtt8U333wjfvnlF/Gf//xHJCYmihtuuMHr7NqePXtE9+7dhUKhEAqFQqSlpYljx475vAYPnulpJzQGDaJ6RcmPnbVOCFcTz8BUVJzfk5eXn9/2dQwfPhy7d+/G7t278dNPPyEzMxNZWVk4fvx4k/exb98+DB482GvZmX9Z7d+/H5dcconXsosvvlj+78rKShw+fBhTpkzx+qtz3rx5OHz48Dm8Mnhdk46NjUVISAi6devmtcwzBHpT9iFJEuLi4pq1zbk+b1P2CwB9+/b1WlZTU9NgB0aPuu+NUqnEoEGDsG/fPgDu9zIjI8Nr7Ixhw4ahoqICubm5zYp30KBBzWrvUfd16nQ66PV6OV+7d+/GZZddVu9f/1arFfn5+Rg2bJjX8mHDhsmvr77n8Ax/39h7sm/fvnr3e/DgQbkvCHDur/lc42ourVaLHj16NPqvsT5Me/fuxV//+lc88cQT2LFjB7755hscO3as3v4jzXHy5ElMnToVEydOxLZt2/D9999DpVLh5ptvhqjnzPbSpUsxd+5cfPTRR4iJifFal5aWhl27dmHr1q246667MHHiROzdu9erzS233IJdu3bh+++/R2pqKsaOHYuamhqvNi+//DJ27tyJzz//HIcPH8bMmTPldS6XC5IkYcmSJbjkkkswatQovPTSS3j//fflsz2vvvoqevbsifT0dKhUKtx77724/fbbvaYpysrKwp/+9Cf069cPmZmZWLVqFcrKyvDRRx81O4cNxet0OvHnP/8Zc+fORWpqar3b5uTk4K9//SuWLFnic3aqrmnTpiEzMxN9+/bFLbfcgg8++ACffvqp/B1dXV2NKVOmYNiwYdiyZQs2btyIPn36YPTo0V5nwVoae1X6ibGbEVVFVSg3lwMCsFfbodFqzj7YUmjo+T3xOXasrI9Op0OPHj3kx++++y7Cw8PxzjvvYN68efIHtO4XT2t0SKv4vRB85513fAqocx2avO4PoyRJPj+UkiSddYLY892mKc+rUCh8vtjry/GZ+21oWWtPetvUeHU63Tntv7F8eYatP1+tlbdzfc0ejcXV1Lw35n//+x+ysrIabfP222/jlltuqXfd/PnzMWzYMMyaNQuAu0jT6XS47LLLMG/evHOeP+mNN95AeHi4V6fY//znPzCZTNi6dSuGDBkiL1+2bBnuuOMOrFixot7LMCqVCj169IAkSbjooouwbds2vPrqq3j77bflNuHh4QgPD0fPnj0xZMgQGI1GfPrpp5gwYYLcJi4uDnFxcUhPT0dERAQuu+wy/P3vf0d8fDzi4+ORmJiI8PBwuX2vXr0ghEBubi569uyJ6OhofPbZZ6ipqUFJSQkSEhLwyCOPeP0BdCaDwYDU1FQcOnRIjqG2thZlZWVeQ4CcOnUKcXFxXts2FK9Wq8X27duxa9cu+fK3y+WCEAJKpRJr166F1WpFYWEhLrzwQnl/TqcTP/zwA15//XXYbLZ6v4c939WHDx9GWloali5dimPHjmHz5s3yb8fSpUthNBrx+eefY/z48Q2+9vPBosdPJElC3MA4VP2vCnbYIZwCzlonlOqzvAWRkUD37u5xeJrTP0eSgG7dgAauYbcESZKgUCjkqjw6OhoAUFBQAKPRCAA+t9/26tULW7du9Vq2ZcsWr8dpaWnYtm0bbrvtNnnZ9u3b5f+OjY1FQkICjhw50uAXrmeaj7p/WXcE0dHRKCgokB9brVYcPXq01Z5vy5YtuPzyywG4543bsWOH/GXYq1cvfPzxxxBCyD+6GzduRFhYGJKSkgISb139+vXD+++/D7vd7lMc6fV6JCQkYOPGjV79GTZu3OhzlrG5evXqhY0bN3ot27hxI1JTUxstylvymI2Ojsavv/7qtWz37t0N9nmpz6BBg856+7znLGJ9qqqqfO5W9Lz++s7INFVVVZXPRM2e/dYtRj/88ENMnjwZy5Ytw+jRo5u0b5fLBZvN1uB6IQSEEI228cTgaTNs2DCsWLECFRUVCP39j9gDBw5AoVDInxMPjUaDxMRE2O12fPzxxxg7dmyDz1NRUYHDhw/j1ltvBeDu6xQcHIz169fjpptuAuA+a37ixIkG+ymdGW9sbCz27Nnjtf7NN9/Et99+i5UrV6Jr165wuVw+bW6//Xakp6fjb3/7W4PHuOdY8hRgnvex7h/+nset+ccYix4/UqqViOodhdwC96l/R7UDiiAFFMpGrjJKEnDffe6BB5trxowWnZrCZrPh5MmTAACz2YzXX38dFRUVuO666wAAPXr0gMlkwpw5c/DMM8/gwIEDWLBgwRkhzcCwYcPw4osv4vrrr8eaNWt8xqO47777MHXqVAwaNAgZGRn48MMP8csvv3j91TN37lzMmDED4eHhuPbaa2Gz2bB9+3aYzWbMnDkTMTEx0Gq1+Oabb5CUlASNRuP1l1Z7ddVVV+G9997DddddB4PBgCeeeOKcz241xRtvvIGePXuiV69eePnll2E2m+UOs3fffTdeeeUV3Hfffbj33nuxf/9+PPnkk5g5c6b8o+TveOu699578dprr2H8+PGYPXs2wsPDsWXLFlxyySVIS0vDrFmz8OSTT6J79+4YMGAAFi9ejN27dzfaObcpHnzwQVx88cV4+umnMW7cOGzevBmvv/463nzzzUa3a8lj9qqrrsILL7yADz74ABkZGfjPf/6DX3/9FQMHDmzyPjyXt87Vddddh6lTp+Ktt95CZmYmCgoKcP/99+OSSy5BQkICAODTTz/F7Nmzvca+OXToECoqKnDy5ElUV1fLP5a9e/eGSqXC6NGj8fLLL+Opp57ChAkTUF5ejkcffRQpKSny61u6dCkmTpyIV199FYMHD5a/t7RarZzT2bNnY+TIkejatSsqKiqwdOlSfPfdd/J4PkeOHMHy5csxcuRIREdHIzc3F8899xy0Wq3cGXvVqlU4deoULr74YoSGhuK3337DrFmzMGzYMLkz7p///Gc8/fTTuP322zF37lwUFxdj1qxZmDx5snw2cuvWrcjLy8OAAQOQl5eHOXPmwOVy4eGHH5bz8tBDD+G6665DSkoK8vPz8eSTTyIoKEg+4xQeHo4pU6Zg5syZiIiIgF6vx3333YeMjAz57FdT4j1zLLGYmBhoNBqv5We20el0iIyMlJcfPnwYS5cuxahRoxAZGYlffvkFDzzwAC6//HL5suyIESMwa9Ys3HPPPbjvvvvgcrnw3HPPQalUYvjw4U0/0Jqr0R4/nUxrdWSuq7q6Wuz5eY8oO1Umqs3VorqsWjgdZ9mf2SyETieEQtG0zssKhbt9Ix37muvMW2rDwsLExRdfLFauXOnV7scffxR9+/YVGo1GXHbZZWLFihU+t6wvWrRIJCUlCa1WK6677rp6b1l/6qmnRFRUlAgNDRWTJk0S9913nxgyZIhXmyVLlogBAwYIlUoljEajuPzyy8Unn3wir3/nnXeEyWQSCoXirLf/1u0EuXjxYp94zuzMV19H5sY67DbUkbm5z2uxWMS4ceOEXq8XJpNJvPfee/V2DP7000/lx/V16q7v+T3qdqpdunSpuOSSS4RKpRK9e/cW3377rVfbs92yfi7xNqS+jsxnbhceHi4WL14sP/7555/FyJEjRUhIiAgLCxOXXXaZ3FHc6XSKOXPmiMTERBEcHNzgLet183Zmx+X6OjILcfqW9eDgYJGcnCxeeOGFRl+Lp8P+P//5z3M6ZusbGuKJJ54QsbGxIjw8XDzwwAPi3nvv9est60K4b1Hv3bu30Gq1Ij4+Xtxyyy0iNzdXXr948WJx5s/QFVdc4XP7/pmv7cMPPxQDBw4UOp1OREdHiz/+8Y9y5/LG9jFx4kS5ze233y5SUlKESqUS0dHR4uqrrxZr166V1+fl5YmsrCwRExMjgoODRVJSkvjzn//sNTTAt99+KzIyMkR4eLjQaDSiZ8+e4m9/+5vP52rfvn3immuuEVqtViQlJYmZM2eKqqoqef13330nevXqJdRqtYiMjBS33nqryMvL89rHuHHjRHx8vFCpVCIxMVGMGzfOp1N1dXW1uPvuu4XRaBQhISHihhtuEAUFBc2Ot66z3SrvyXfdY+nEiRPi8ssvFxEREUKtVosePXqIWbNmibKyMq+OzGvXrhXDhg0T4eHhwmg0iquuuqrR2+tboiOzJEQr3dPcDlmtVoSHh8NisUCv1/usd7lc8rT2Z55ebaqamhocPXIUibGJUAX9PtO6AlCFqhrfp2dE5rMNUKhQuM/urFoFjBx5TjG2JUIIOBwOjBo1CnFxcfj3v/8d6JA6PCEEDh06hNTUVOzatavR0VipZXiOc6VS2SKTKtLZMef+d745r6mpwdGjR9G1a1efTtRn+/324OWtQJCA4JBgSA4JwikAF2CvsEMVqoKkaOBAyMwEvv7aPdKyZ6yDuvWq5wDSaoFPPmnXBU9VVRUWLlyIzMxMKBQKLFmyBOvWrcN///vfQIdGRETtGG9ZDxBJkqDSnS5yhEugtrK28Q5+mZlAbi7wyivuTsp1devmXp6X164LHsCdm1WrVuHyyy/HoEGD8PXXX2PlypWNDoJFRER0NjzTE0CSQkKwLhi1lbWACxBOAXulHcG64IZP/RkM7g7K990HlJa6x+EJC3PfpdVBTtFqtVqsW7cOgPfpUPKfLl26yOOLEBF1FPwlCTBFkAIqnQq1FbWAAFwOF+xVdvflr8Z+cCTJfTt7M6aAICIi6sx4eStA6l7G8hQ+Hi67C45qRyDCIiIiapNa4r4rFj1+5hmjpLa21mu5QqlAsO70wGHOWiccNSx8iIiIAMgTljZnkM0z8fKWnymVSoSEhKCoqAjBwcE+t6k7FaeLHVutDUG1QVCqOu/bxNtK/Y859z/m3P+Yc/8715wLIVBVVYXCwkIYDIbzGuC08/6aBogkSYiPj8fRo0cbnKjT5XDBWXt6KPogVVDjozZ3YEIIuFwun+HKqfUw5/7HnPsfc+5/55tzg8HgM49YczW76Dl06BBefPFFbNmyBb/++ivS09O95nixWq146aWXsGrVKhw4cABqtRqXXHIJnn32Wa9ZngHAYrFg5syZ+PTTT2G325GZmYnXXnvNZyK6TZs24cEHH8Tu3bsRExODu+++Gw8//LBX0oQQeP755/Hmm2+iqKgIAwYMwMsvv+w1+VxboVKp0LNnT59LXHWZj5hRdrxMfhzTJwa66POboLA9crlcKCkpQWRk5DkPCEnNw5z7H3Puf8y5/51PzoODg1tkCptmFz2//fYbvv76awwePBgul8tnYrATJ07g7bffxpQpUzBv3jzU1NTgxRdfxJAhQ7B9+3b06tVLbjtu3Dj89ttvWLhwITQaDR577DFkZWVh+/bt8i3Khw4dQmZmJkaMGIF58+bhl19+wSOPPIKgoCA89NBD8r6ef/55PPnkk3juuefQr18/vPHGGxg5ciR2797d6Ey1gaJQKHxGlKwrvnc8FA6FXPiU/FICzSWaTlf4uFwuBAcHQ6PR8IvJT5hz/2PO/Y859782kfNGJ6moR915pyZOnCguuOACr/UVFRWisrLSa1l5ebmIiIgQ9957r7xs06ZNAoBYs2aNvCw7O1tIkiSWL18uL5s2bZpISUkRNptNXjZ79mxhMBhETU2NEMI9H4derxezZ8+W29hsNpGSkiLuuuuuJr82f8y91Rwul0vk78wX2V9ki+wvssX+r/aLyuLKs2/Ygfg758ScBwJz7n/Muf+1Zs6bOvdWs0uts1VnOp0OISEhXstCQ0PRo0cP5Ofny8tWr14Ng8GAESNGyMvS0tIwYMAArFq1yqvdmDFjoFKdvqV7/PjxKCsrw+bNmwG4L39ZrVaMHTtWbqNSqXDjjTd67au9kSQJcQPiEBYfBsA9anPe1jxUm6sDHBkREVH745fzS2VlZfj111+9Lm1lZ2cjLS3NpzNTr169kJ2dDQCorKxETk4O0tPTvdqkp6dDkiS5nef/z2zXq1cvnDhxAtXV7bdIkCQJ8RfGIzQ2FADgcrqQtzUPNWU1AY6MiIioffHL3VueTsfTp0+Xl5nNZhgMBp+2RqMRpaWlANzFEgCfdiqVCiEhIXI7s9kMtVrt00fGaDRCCAGz2QytVuvzXDabDTabTX5stVoBoN6+Sp7l4vfe5/4Wd2Ec8n7KQ1VRFRw2B05sOoGkIUnQGBruF9QRBDLnnRVz7n/Muf8x5/7Xmjlv6j5bvehZvHgx3nnnHbz33ntISkpq7adrlvnz52Pu3Lk+y4uKilBT43smxeVywWKxQAgRkE5YyhQlakpqUGN2x1b2TRliL4qFOlzt91j8JdA574yYc/9jzv2POfe/1sx5eXl5k9q1atGzevVqTJs2DX//+98xceJEr3VGoxE5OTk+25jNZkRERAA4fYbHYrF4tamtrUVVVZXczmg0wmazoaamxutsj9lshiRJMBqN9cY3e/ZszJw5U35stVphMpkQHR0NvV7v094zAWN0dHTAPiQx18a4+/WUuC/Z2Q7bED0kusOe8WkLOe9smHP/Y879jzn3v9bMeWN3Q9fVakXPli1bcPPNN2PixIl46qmnfNanp6dj3bp1EEJ49evJzs6Wx/PR6XQwmUxynx2P/fv3Qwgh9+Hx/P/+/fvRv39/r30lJyfXe2kLANRqNdRq37MkCoWiwTdEkqRG17c2hUIBU4YJeVvzUFVSBeF0d25OGpIErbH+19neBTrnnRFz7n/Muf8x5/7XWjlv6v5a5Z3eu3cvRo8ejauuugoLFy6st01WVhbMZjPWr18vLztw4AB27dqFUaNGebX7/PPPYbfb5WXLly+HwWDA0KFDAQBDhw6FXq/HihUr5DZ2ux2ffPKJ1746CkWQAomDExES5b5LzuVwIXdLLu/qIiIiakSzz/RUVVXJt4EfP34cVqsVK1euBABcccUVEEIgMzMTWq0WDzzwALZv3y5vq9fr0bt3bwBARkYGMjMzMXnyZCxYsEAenLBfv3648cYb5W1mzZqFJUuWYMKECbj77ruxZ88evPDCC3jmmWfk29g1Gg1mz56NOXPmIDo6Gn379sWbb76JkpISrwEMOxJFkAKJlyS6OzcXV8mFT0c+40NERHQ+ml30FBYW4k9/+pPXMs/jDRs2AAByc3MBAFdffbVXuyuuuALfffed/Hj58uWYOXMmpk2bBofDgZEjR+K1116TR2MGgB49emDt2rWYOXMmRo0ahejoaMydOxcPPvig177/9re/QQiBF198UZ6GYs2aNW1yNOaWwsKHiIio6SQhhAh0EG2F1WpFeHg4LBZLgx2ZCwsLERMT06auAbucLrnwAQCFUtFhCp+2mvOOjDn3P+bc/5hz/2vNnJ/t99uD73QH4Dnj45mXS+7jU8o+PkRERB4sejoIRZACCRcneBc+W1n4EBERebDo6UBY+BARETWMRU8HU2/hw0tdRERELHo6Ip/Cx+kufKpKqgIcGRERUeCw6Omg5M7NMacLH88ozkRERJ0Ri54OTFJISLyYhQ8RERHAoqfDa7DwKWbhQ0REnQuLnk7AU/iExoYC8B3MkIiIqDNg0dNJSAoJCYMSvAqf3K25qCyqDHBkRERE/sGipxORC584d+EjXAJ5P+Wx8CEiok6BRU8nIykkJFxUT+FTyMKHiIg6NhY9nZCn8AmLDwPwe+GzLQ8VpyoCHBkREVHrYdHTSUkKCfEXxiMs4XThk789HxUnWfgQEVHHxKKnE/MUPvpEPYDThU95QXmAIyMiImp5LHo6OUmSEDcw7nThIwQKdhSgPJ+FDxERdSwseuh04ZNUp/DZWQBrnjXAkREREbUcFj0E4PfCZ0AcwpPDAbgLn5O7TsKay8KHiIg6BhY9JJMkCbH9YmFIMQD4/YzPrgJYciyBDYyIiKgFsOghL5IkIaZvDAxdDPKyk7tPwnKChQ8REbVvLHrIhyRJiO0bC2NXo7zs5M8nYT5qDmBURERE54dFDzUopk8MIrpHyI8Lfy1E6eHSAEZERER07lj0UKOie0cjsmek/LhobxFKDpYEMCIiIqJzw6KHzioqPQpR6VHy4+LsYhRnFwcwIiIiouZj0UNNEtkzEtG9o+XHJQdLULS3KIARERERNQ+LHmqyiO4RiOkTIz8uPVyKwl8LAxgRERFR07HooWYxdjUitl+s/Nh81IxTv5yCECKAUREREZ0dix5qNkOKAXED4iBJEgCg7HgZTv3MwoeIiNo2Fj10TsJN4YgbeLrwseRYcHLXSRY+RETUZrHooXOmT9Qj/qJ4SAp34WPNs6JgRwGEi4UPERG1PSx66LyExYchYVCCXPiUF5Qjf3s+Cx8iImpzWPTQeQuNDUXiJYly4VNxqgJ5P+XB5XQFODIiIqLTWPRQi9BF65A0JAmKIPchVVlUibyteXA5WPgQEVHbwKKHWkxIZIi78FG6D6uqkirkbs2F0+4McGREREQseqiFaSO0MGWYEBQcBACoLq1G7hYWPkREFHgseqjFaQwamIaaEKRyFz41ZTXI2ZQDZy0LHyIiChwWPdQq1Ho1TENNUKqVAACb1YacTTlw2BwBjoyIiDorFj3UatRhapiGmaDU/F74lNuQszEH9mp7gCMjIqLOiEUPtSqVToXkYckI1gYDAGora5GzKQf2KhY+RETkX80ueg4dOoTp06djwIABUCqV6NOnT73tFi1ahNTUVGg0GvTv3x9fffWVTxuLxYIpU6YgIiICYWFhuPnmm1FQUODTbtOmTcjIyIBWq0VKSgqef/55n+kOhBB47rnnkJycDK1Wi4yMDGzZsqW5L49aQXBIMEzDTFDpVAAAe5UdJzaeQG1lbYAjIyKizqTZRc9vv/2Gr7/+Gj169EDv3r3rbbNs2TJMnToV48aNw+rVq5GRkYEbbrjBpwgZN24c1q5di4ULF2LJkiXYv38/srKy4HCc7vdx6NAhZGZmIj4+Hl999RXuv/9+PPHEE1iwYIHXvp5//nk8+eSTeOCBB/DVV18hPj4eI0eOxJEjR5r7EqkVBGuDYRpqgjpMDQBw1DiQszEHtnJbgCMjIqJOQzST0+mU/3vixIniggsu8GmTmpoqJkyY4LUsIyNDZGVlyY83bdokAIg1a9bIy7Kzs4UkSWL58uXysmnTpomUlBRhs9nkZbNnzxYGg0HU1NQIIYSorq4Wer1ezJ49W25js9lESkqKuOuuu5r82iwWiwAgLBZLveudTqcoKCjwygE1j8PmEEe/Oyqyv8gW2V9ki4PfHBTVZdUNtmfO/Y859z/m3P+Yc/9rzZyf7ffbo9lnehSKxjc5cuQIDhw4gLFjx3otHz9+PNavXw+bzf2X/erVq2EwGDBixAi5TVpaGgYMGIBVq1bJy1avXo0xY8ZApVJ57ausrAybN28G4L78ZbVavZ5TpVLhxhtv9NoXBV6QKgimoSZoDBoAgLPWidzNuag2Vwc4MiIi6uhavCNzdnY2ACA9Pd1rea9evVBbW4ujR4/K7dLS0iBJkk87zz4qKyuRk5Pjs6/09HRIkiS3a+w5T5w4gepq/qC2JUHBQTBlmKCN0AIAnHZ34VNVUhXgyIiIqCNTtvQOzWYzAMBgMHgtNxqNAIDS0lK53ZltPO08bcrKyurdl0qlQkhIiNe+1Go1NBqNz76EEDCbzdBqtT7PZbPZ5DNPAGC1WgEALpcLLpfvnFEulwtCiHrXUTMpgIRLEpD/Uz6qiqvgdDmRsykHCZckQBetk5sx5/7HnPsfc+5/zLn/tWbOm7rPFi962pP58+dj7ty5PsuLiopQU1Pjs9zlcsFisUAIcdbLfNQ0wV2DUWutRVWR+yxP2X/LEN0vGiExIQCY80Bgzv2POfc/5tz/WjPn5eXlTWrX4kWP54yOxWJBXFycvNxzBigiIkJul5OT47O92WyW23jO8FgsFq82tbW1qKqq8tqXzWZDTU2N19kes9kMSZLkmM40e/ZszJw5U35stVphMpkQHR0NvV7v097lckGSJERHR/ND0oJiYmJQsLMAFQUVAIDaY7WIjIhEWEIYcx4AzLn/Mef+x5z7X2vm/MwrPQ1p8aLH06/G02fHIzs7GyqVCt26dZPbrVu3DkIIr3492dnZ6Nu3LwBAp9PBZDLJfXY89u/fDyGE/Fye/9+/fz/69+/vtS/PuD31UavVUKvVPssVCkWDb4gkSY2up3OgABIvTsTJ3SdhzXVfYjy1+xQggLDEMOY8AJhz/2PO/Y8597/WynlT99fi73S3bt2QmpqKFStWeC1fvnw5rr76avkurKysLJjNZqxfv15uc+DAAezatQujRo2Sl2VlZeHzzz+H3W732pfBYMDQoUMBAEOHDoVer/d6Trvdjk8++cRrX9R2SZKEuAFxCE8OB+AebPLk7pMoO1YW2MCIiKjDaPaZnqqqKvk28OPHj8NqtWLlypUAgCuuuALR0dGYM2cObrnlFnTv3h3Dhw/H8uXLsXXrVvzwww/yfjIyMpCZmYnJkydjwYIF0Gg0eOyxx9CvXz/ceOONcrtZs2ZhyZIlmDBhAu6++27s2bMHL7zwAp555hm5gNJoNJg9ezbmzJmD6Oho9O3bF2+++SZKSkrw0EMPnVeCyH8kSUJc/zgolAqYj7gvhxbuKYQUKyEmJibA0RERUbvX3AGAjh49KgDU+2/Dhg1yu3fffVf06NFDqFQq0bdvX/Hll1/67KusrExMnjxZGAwGERoaKm688UaRl5fn027jxo1i8ODBQq1Wi6SkJDF//nzhcrm82rhcLvHss8+KpKQkoVarxeDBg8WmTZua9do4OGHbUbSvSGR/kS32fbZPbH5/szi191SgQ+o0eJz7H3Puf8y5/7WFwQklIc6YxKoTs1qtCA8Ph8ViabAjc2FhIWJiYngN2A9KDpagaG8RyixlMIQbENkzEtG9owMdVofH49z/mHP/Y879rzVzfrbfbw++09RmRfaMRPQFp4uc0sOlOLXnlM9ks0RERE3BoofaNGM3IyJ7RcqPy46V4eTukyx8iIio2Vj0UJsXZgpD3MA4eWgDa64VBTsLIFwsfIiIqOlY9FC7oE/SI/6ieEgKd+FTnl+O/O35LHyIiKjJWPRQuxEWH4bEixPlwqfiVAVyt+bC5eDcOUREdHYseqhd0cXokDQkCQql+9CtKq5C7tZcOO3OAEdGRERtHYseandCIkOQNCQJQcFBAIDq0mrkbs6Fs5aFDxERNYxFD7VLWqMWpqEmBKnchU+NpQY5m3LgqHEEODIiImqrWPRQu6XWq5E8LBlKjXs2FVu5DTmbcmCvtp9lSyIi6oxY9FC7pgpVIXlYMoJDggEAtZW1yNmYg9rK2gBHRkREbQ2LHmr3gkOCkTwsGSqdewJae7UdORtzYCu3BTgyIiJqS1j0UIeg1ChhGmaCWq8GADhsDuRszEFNWU2AIyMioraCRQ91GEq1EqahJmgMGgCA0+5EzuYcVJdWBzgyIiJqC1j0UIcSFBwEU4YJIZEhAACXw4XcLbmoLKoMcGRERBRoLHqow1EoFUgcnAhdtA4A4HK6kPdTHipOVQQ4MiIiCiQWPdQhKYIUSLwkEaFxoQAA4RLI35aP8vzyAEdGRESBwqKHOixJISFhUAL0iXoAgBAC+TvyYTlhCXBkREQUCCx6qEOTJAlxA+MQnhwuLzv580mYj5oDGBUREQUCix7q8CRJQlz/OBi7GeVlhb8WouRgSQCjIiIif2PRQ51GzAUxiEyNlB8XZxejOLs4gBEREZE/seihTiUqLQrRvaLlxyUHS1D4ayGEEAGMioiI/IFFD3U6ET0iENs3Vn5sPmrGqV9OsfAhIurgWPRQp2ToYkDcgDhIkgQAsJywoGBnAYSLhQ8RUUfFooc6rXBTOOIvjJcLn/L8cuRvz2fhQ0TUQbHooU4tLCEMCRcnQFK4C5+KUxXI3ZoLl9MV4MiIiKilseihTi80NhRJg5OgCHJ/HKqKq5C7JRdOuzPAkRERUUti0UMEICQqBEkZSQgKDgIAVJdWI3dzLpy1LHyIiDoKFj1Ev9Mate7CR+UufGosNcjZlANHjSPAkRERUUtg0UNUhyZcA9NQE5QaJQDAVm5DzqYc2KvtAY6MiIjOF4seojOow9QwDTUhWBsMAKitrEXOxhzUVtYGODIiIjofLHqI6qHSqWAaZoJKpwIA2KvtyNmYA1u5LcCRERHRuWLRQ9SAYG0wTMNMUOvVAACHzYGcjTmoKasJcGRERHQuWPQQNUKpVsI01ASNQQMAcNqdyNmcg+rS6gBHRkREzcWih+gsgoKDYMowISQyBADgcriQuyUXlUWVAY6MiIiag0UPURMolAokDk6ELloHAHA5Xcj7KQ8VJysCHBkRETUVix6iJlIEKZB4SSJC40IBAMIlkL89H9Y8a4AjIyKipmDRQ9QMkkJCwqAE6JP0AAAhBAp2FsBywhLgyIiI6GxY9BA1kyRJiBsQB0OKQV528ueTMB8xBy4oIiI6KxY9ROdAkiTE9otFRPcIeVnhb4UoOVgSwKiIiKgxLHqIzkN072hEpUXJj4uzi1G0ryiAERERUUNarej54osvMHjwYISFhSE+Ph5jx47FkSNHfNotWrQIqamp0Gg06N+/P7766iufNhaLBVOmTEFERATCwsJw8803o6CgwKfdpk2bkJGRAa1Wi5SUFDz//PMQQrTK6yPyiEyNRHTvaPlx6aFSnNpzisceEVEb0ypFz3fffYcbbrgBvXv3xqeffopXXnkFP//8M0aOHInq6tODui1btgxTp07FuHHjsHr1amRkZOCGG27Ali1bvPY3btw4rF27FgsXLsSSJUuwf/9+ZGVlweE4Pfv1oUOHkJmZifj4eHz11Ve4//778cQTT2DBggWt8RKJvER0j0Bsv1j5cdmxMpz6mYUPEVGbIlrBnXfeKbp27SpcLpe87NtvvxUAxA8//CAvS01NFRMmTPDaNiMjQ2RlZcmPN23aJACINWvWyMuys7OFJEli+fLl8rJp06aJlJQUYbPZ5GWzZ88WBoNB1NTUNClui8UiAAiLxVLveqfTKQoKCoTT6WzS/uj8tbecW3IsYv+X+0X2F9ki+4tskbctT7icrrNv2Ia0t5x3BMy5/zHn/teaOT/b77dHq5zpsdvtCAsLgyRJ8rLw8HBPkQUAOHLkCA4cOICxY8d6bTt+/HisX78eNpt7YsfVq1fDYDBgxIgRcpu0tDQMGDAAq1atkpetXr0aY8aMgUql8tpXWVkZNm/e3PIvkqge+iQ9EgYlQFK4j/3ygnLkbcuDy+kKcGRERNQqRc+kSZOwd+9evPnmm7BYLDhy5AgeffRRDBw4EMOGDQMAZGdnAwDS09O9tu3Vqxdqa2tx9OhRuV1aWppXAeVp59lHZWUlcnJyfPaVnp4OSZLkdkT+EBoXisSLE+XCp7KwEnlb8+BysPAhIgokZWvs9LLLLsOnn36KP//5z7jnnnsAAAMGDMA333yDoKAgAIDZ7B7TxGAweG1rNBoBAKWlpXK7M9t42nnalJWV1bsvlUqFkJAQud2ZbDabfEYJAKxW98i6LpcLLpfvD5TL5YIQot511Draa861UVokXJKA/J/y4XK4UFlUiRMbTyBxSCKCgoMCHV6j2mvO2zPm3P+Yc/9rzZw3dZ+tUvRs2rQJt956K6ZOnYo//OEPKCkpwdNPP43Ro0fjf//7H7RabWs8bbPNnz8fc+fO9VleVFSEmpoan+UulwsWiwVCCCgUvNvfH9p7ztU91Di145T7LI8FKC0pRexFsQhSt93Cp73nvD1izv2POfe/1sx5eXl5k9q1StEzY8YMXHXVVV53Tg0ZMgTJycn497//jWnTpslndCwWC+Li4uR2njNAERHuQd+MRiNycnJ8nsNsNsttPGd4LBbvqQBqa2tRVVUltzvT7NmzMXPmTPmx1WqFyWRCdHQ09Hq9T3uXywVJkhAdHc0PiZ+0+5zHADGxMcjdkgunzQkAqDlYg6SMJARrgwMcXP3afc7bIebc/5hz/2vNnGs0mia1a5WiZ+/evbj++uu9liUlJSEqKgqHDx8GcLovj6fPjkd2djZUKhW6desmt1u3bh2EEF79erKzs9G3b18AgE6ng8lk8um7s3//fgghfPr6eKjVaqjVap/lCoWiwTdEkqRG11PLa+851xq0SLksBbmbc2GvtsNR7UDe5jwkZSRBpVOdfQcB0N5z3h4x5/7HnPtfa+W8qftrlXc6JSUFO3fu9Fp2/PhxFBcXo0uXLgCAbt26ITU1FStWrPBqt3z5clx99dXyXVhZWVkwm81Yv3693ObAgQPYtWsXRo0aJS/LysrC559/Drvd7rUvg8GAoUOHtvRLJGoWlU4F0zCTXOTYq+3I2ZQDW7ntLFsSEVFLaZUzPdOnT8f999+Pv/71r7juuutQUlKCefPmISYmxusW9Tlz5uCWW25B9+7dMXz4cCxfvhxbt27FDz/8ILfJyMhAZmYmJk+ejAULFkCj0eCxxx5Dv379cOONN8rtZs2ahSVLlmDChAm4++67sWfPHrzwwgt45plnvG5jJwqUYG0wTENNyN2SC1u5DY4aB3I25SBpSBI04U07NUtEROeu1fr0qNVqvPXWW1i0aBHCwsKQkZGBFStWIDIyUm43YcIEVFVV4bnnnsNzzz2HtLQ0fPrpp8jIyPDa3/LlyzFz5kxMmzYNDocDI0eOxGuvvQal8nT4PXr0wNq1azFz5kyMGjUK0dHRmDt3Lh588MHWeIlE50SpUboLn625qCmrgbPW6S58BidBG9E2OvgTEXVUkhAcJ9/DarUiPDwcFoulwY7MhYWFiImJ4TVgP+moOXc5XMjdmovqUve0LIogBRIuToAuWhfgyDpuztsy5tz/mHP/a82cn+3324PvNFEAKJQKJA1Jkoscl9OFvJ/yUHGyIsCRERF1XCx6iAJEEaRA4iWJCI0LBQAIl0D+9nxY86wBjoyIqGNi0UMUQJJCQsKgBOiT3KdjhRAo2FkAywnLWbYkIqLmYtFDFGCSJCFuQBwMKQZ52cmfT8J8xBy4oIiIOiAWPURtgCRJiO0Xi4jup0cPL/ytECUHSgIYFRFRx8Kih6gNie4djai0KPlx8f5iFO0tCmBEREQdB4seojYmMjUSMRfEyI9LD5fi1C+nwNEliIjOD4seojbI2M2IuP6nJ+ItO16Gk7tPsvAhIjoPLHqI2qjw5HDEXxgvT7RrzbUif3s+hIuFDxHRuWDRQ9SG6RP1SBiUAEnhLnwqTlYg76c8uJyuAEdGRNT+sOghauNC40KReEkiFEHuj2tlUSVyt+TCaXcGODIiovaFRQ9RO6CL1iFpSBIUSvdHtrq0Grmbc+GsZeFDRNRULHqI2glthBamoSYEqYIAADWWGuRsyoGjxhHgyIiI2gcWPUTtiCZcA9NQE5QaJQDAVm5DzqYc2KvsAY6MiKjtY9FD1M6ow9RIHpaM4JBgAEBtZS1ObDyB2oraAEdGRNS2seghaoeCQ4KRPCwZqlAVAMBR48CJjSdgs9oCHBkRUdvFooeonVJqlDANNUGtVwMAnLVO5GzKQbW5OsCRERG1TSx6iNoxpdpd+GiNWgCA0+5E7uZcVBVXBTgyIqK2h0UPUTsXFByEpCFJCIkKAQC4nC7kbs1FxamKAEdGRNS2sOgh6gAUSgWSBichNDYUACBcAvnb8lGeXx7gyIiI2g4WPUQdhKSQkDAoAfpEPQBACIH8HfmwnLAEODIioraBRQ9RByIpJMQNjEN4cri87OTPJ2E+Yg5gVEREbQOLHqIORpIkxPWPg7GbUV5W+FshSg6UBDAqIqLAY9FD1EHFXBCDqLQo+XHx/mIU/lYYwIiIiAKLRQ9RBxaZGomYC2Lkx+YjZpz8+SSEEAGMiogoMFj0EHVwxm5GxPWPkx9bTlhQsLMAwsXCh4g6FxY9RJ1AeHI4Ei5KgCRJAIDy/HLkb8+Hy+kKcGRERP7DooeokwhLCEPCxQmQFO7Cp+JUBfJ+yoPLwcKHiDoHFj1EnUhobCiSBidBoXR/9KuKq5C7JRdOuzPAkRERtT4WPUSdTEhUCJKGJCEoOAgAUG2uRs6mHDhsjgBHRkTUulj0EHVCWqMWpqEmKNVKAIDNakPOxhzYq+0BjoyIqPWw6CHqpNR6NUzDTAjWBgMAaitrkbMxB7WVtQGOjIiodbDoIerEVDoVTMNMUOlUAAB7td1d+JSz8CGijodFD1EnF6wNhmmYCWq9GgDgtDlxcttJVJurAxwZEVHLYtFDRFCqlTANNUFr1AIAXA4Xcjfnoqq4KsCRERG1HBY9RAQACAoOQtKQJIREhQAAhFMgd2suKk5VBDgyIqKWwaKHiGQKpQKJgxMREvN74eMSyN+WD2ueNcCRERGdPxY9RORFUkiI7heNsMQwAIAQAgU7C1B2vCywgRERnScWPUTkQ1JIiBsYB0OKQV526pdTKD1UGrigiIjOU6sWPe+//z4GDhwIjUaDqKgoZGVlobr69B0hX375Jfr37w+NRoPU1FQsXrzYZx+1tbWYNWsW4uLioNPpMGLECOzfv9+nXXZ2NkaMGAGdToe4uDg8/PDDqK3lbbdE50qSJMT2i0VEjwh5WdG+IhRnFwcwKiKic9dqRc8zzzyD++67D+PGjcOaNWvw9ttvo2vXrnA63XP8/Pjjj7jhhhuQkZGB1atXY9y4cZgyZQpWrlzptZ8ZM2bgnXfewbPPPotPPvkENpsNV199NSwWi9zGbDbjqquuQm1tLT755BM8++yz+Oc//4mZM2e21ssj6jSie0UjKj1KflxysASFvxZCCBHAqIiIzoFoBdnZ2UKpVIpVq1Y12GbkyJFi6NChXssmTJggevXqJT/OyckRQUFB4u2335aXlZSUCJ1OJ55//nl52bPPPit0Op0oKSmRl7399tsiKChI5OXlNTlui8UiAAiLxVLveqfTKQoKCoTT6WzyPun8MOf+11DOS4+UiuwvsuV/+TvzhcvlClCUHQuPc/9jzv2vNXN+tt9vj1Y507N48WJ07doVWVlZ9a632WzYsGED/vSnP3ktHz9+PPbt24djx44BANauXQuXy+XVLiIiAiNHjsSqVavkZatXr8Y111yDiIjTp+HHjh0Ll8uFtWvXtuArI+q8jF2NiB8YD0mSAADWXCvyt+dDuHjGh4jah1YperZs2YK+ffti3rx5iImJgUqlwrBhw7B161YAwOHDh2G325Genu61Xa9evQC4++d4/j8mJgZGo9GnnaeNp92Z+zIYDIiPj/dqR0TnR5+kR8KgBEgKd+FTcbICeT/lweV0BTgyIqKzU7bGTk+ePIkdO3Zgz549ePPNNxESEoJnn30WI0eOxMGDB2E2mwG4C5O6PMVNaan7DhGz2ezTxtPO06Y57c5ks9lgs9nkx1areywSl8sFl8v3S9zlckEIUe86ah3Muf+dLechMSGIHxSP/G35EE6BilMVyNmUg4RLEhAUHOTnaDsGHuf+x5z7X2vmvKn7bJWix+VyoaKiAitXrkS/fv0AAEOGDEGXLl3w+uuvIzMzszWettnmz5+PuXPn+iwvKipCTU2Nz3KXywWLxQIhBBQK3u3vD8y5/zU15+ruahTuKoTL4UKZpQwlRSWIvSgWQWoWPs3F49z/mHP/a82cl5eXN6ldqxQ9RqMRkZGRcsEDuPviDBw4EL/99hvGjx8PAF53YAGQzwB5+uYYjUafNp52dfvvNLXdmWbPnu11h5fVaoXJZEJ0dDT0er1Pe5fLBUmSEB0dzQ+JnzDn/tfknMcAsfGxyN2cC2et+67MmoM1SMpIQrA22E/Rdgw8zv2POfe/1sy5RqNpUrtWKXouuOACHD58uN51NTU16N69O4KDg5Gdne111sfT/8bTPyc9PR2nTp2C2Wz26tdzZh+e9PR0n747FosFBQUFPn196lKr1VCr1T7LFQpFg2+IJEmNrqeWx5z7X1NzrjVokXJZCnI258BR44Cj2oG8zXlIykiCSqfyU7QdA49z/2PO/a+1ct7U/bXKO/2HP/wBJSUl2L17t7yspKQEO3fuxEUXXQS1Wo3hw4f7jMmzfPly9OrVC126dAEAjBw5EgqFAh9//LHcxmw2Y+3atRg1apS8LCsrC+vWrUNZWZm8bMWKFVAoFBg5cmRrvEQi+p0qVIXkS5PlIsdebUfOxhzYrLazbElE5F+tcqZnzJgxuPjii3HzzTfjmWeegVarxfz586FWq3H33XcDAP7+97/jyiuvxN13342xY8diw4YNWLp0KZYvXy7vJykpCXfccQdmzZqFoKAgJCYm4tlnn0V4eDjuvPNOud306dPx2muvYcyYMXj00UeRl5eHWbNmYfr06UhISGiNl0hEdQRrg2EaZkLullzYrDY4bA7kbMpB4uBEaI3aQIdHRASglc70KBQKrFq1ChkZGbjzzjsxfvx46PV6/PDDD4iLiwMAXHrppfjkk0/w448/IjMzE0uXLsW7777rM3bPq6++iilTpuCRRx7BmDFjEBwcjHXr1iE8PFxuYzQasX79eiiVSowZMwaPPPII7rjjDrz00kut8fKIqB5KtRKmoSa5yHHancjdnIuq4qoAR0ZE5CYJwbHkPaxWK8LDw2GxWBrsyFxYWIiYmBheA/YT5tz/zjfnLocLedvy5GJHUkhIuCgBoXGhLR1qh8Hj3P+Yc/9rzZyf7ffbg+80EbUohVKBpMFJcpEjXAL52/NhzbUGODIi6uxY9BBRi/Oc3dEnuv/iEkKgYFcBzEfNAY6MiDozFj1E1CokhYS4gXEwdDHIywp/LUTJwZLABUVEnRqLHiJqNZIkIbZvLCJ7RsrLirOLUfhbYQCjIqLOikUPEbW6qPQoRPeOlh+bj5hx8ueT4H0URORPLHqIyC8iukcgrn+c/NhywoKCHQUQLhY+ROQfLHqIyG/Ck8ORcFECJIUEACgvKEfeT3lwOTnTNRG1PhY9RORXYQlhSLw4EYog99dPZVGle9JSuzPAkRFRR8eih4j8ThejQ9KQJAQFBwEAqs3VyNmUA4fNEeDIiKgjY9FDRAGhjdDCNNQEpdo9BaDNakPOxhzYq+wBjoyIOioWPUQUMGq9GqZhJgRrgwEAtZW1OLHxBGoragMcGRF1RCx6iCigVDoVTMNMUIWqAACOGgdObDyBmrKaAEdGRB0Nix4iCrhgbTCShyVDE64BADhrncjZnIOqEs7QTkQth0UPEbUJQaogJGUkISQyBIB7tvbcLbmoOFUR4MiIqKNg0UNEbUZQcBASByciNLbODO3b8mHN4wztRHT+WPQQUZuiCFIgYdAZM7TvLEDZsbLABkZE7R6LHiJqc+qbof3UnlOcoZ2IzguLHiJqkxqaob1ob1EAoyKi9oxFDxG1aWfO0F56uJQztBPROWHRQ0RtHmdoJ6KWwKKHiNqFBmdod3CGdiJqGhY9RNRuhCWEIfGSM2Zo38IZ2omoaVj0EFG7oouuZ4b2jTlw1HCGdiJqHIseImp3fGZoL7fhxMYTnKGdiBrFooeI2iV5hvYQ9wzt9io7Tmw8AVu5LcCREVFbxaKHiNotlU6F5GHJUIepAbhnaM/ZmINqc3WAIyOitohFDxG1a0qNEqahJmgMv8/Qbncid3MuKosqAxwZEbU1LHqIqN0LUgXBlGFCSNTvM7Q7Xcj7KQ/lBeUBjoyI2hIWPUTUISiUCiQNTkJo3OkZ2gt2FMBywhLgyIiorWDRQ0QdhqSQkDAoAeGmcADuGdpP/nwSpYdLAxwZEbUFLHqIqEORJAmx/WNh7GaUlxXtLUJxdnEAoyKitoBFDxF1OJIkIeaCGESlRcnLSg6W4NQvpzhRKVEnxqKHiDqsyNRIxPaNlR+XHS9DwU5OVErUWbHoIaIOzdDFgPgL4yFJv09Uml+OvG15cDk5USlRZ8Oih4g6PH2iHgkXn56hvbKQE5USdUYseoioUwiNDUXSkCQolO6vverSauRsyoHDxolKiToLFj1E1GmERIbANNSEIJV7hnab1YacjTmcqJSok2DRQ0SdiiZcg+RLkxGsdU9UWltZy4lKiToJFj1E1OmodCqYhpmgClUB4ESlRJ1Fqxc9FRUVSEpKgiRJ2L59u9e6RYsWITU1FRqNBv3798dXX33ls73FYsGUKVMQERGBsLAw3HzzzSgoKPBpt2nTJmRkZECr1SIlJQXPP/88x+MgogYFa4ORPCyZE5USdSKtXvQ8/fTTcDh8OwouW7YMU6dOxbhx47B69WpkZGTghhtuwJYtW7zajRs3DmvXrsXChQuxZMkS7N+/H1lZWV77PHToEDIzMxEfH4+vvvoK999/P5544gksWLCgtV8eEbVjnKiUqJMRrWjfvn1Cp9OJhQsXCgBi27Zt8rrU1FQxYcIEr/YZGRkiKytLfrxp0yYBQKxZs0Zelp2dLSRJEsuXL5eXTZs2TaSkpAibzSYvmz17tjAYDKKmpqbJ8VosFgFAWCyWetc7nU5RUFAgnE5nk/dJ54c597/OmHOX0yVyf8oV2V9ki+wvssX+L/eLsuNlfnv+zpjzQGPO/a81c36232+PVj3Tc99992H69OlIS0vzWn7kyBEcOHAAY8eO9Vo+fvx4rF+/Hjabu0Ph6tWrYTAYMGLECLlNWloaBgwYgFWrVsnLVq9ejTFjxkClUnntq6ysDJs3b26Nl0ZEHQgnKiXqHFqt6Fm5ciX27NmDJ554wmdddnY2ACA9Pd1rea9evVBbW4ujR4/K7dLS0uSRVOu28+yjsrISOTk5PvtKT0+HJElyOyKixjQ0UWnRvqIARkVELUnZGjutqqrCzJkz8eyzz0Kv1/usN5vNAACDweC13Gh0f9mUlpbK7c5s42nnaVNWVlbvvlQqFUJCQuR29bHZbPJZJQCwWq0AAJfLBZfLd4h6l8sFIUS966h1MOf+19lzHtUrCpJSQkl2CQCg5EAJ7DV2xPaL9fkDrKV09pwHAnPuf62Z86bus1WKnnnz5iE2Nha33357a+y+xcyfPx9z5871WV5UVISamhqf5S6XCxaLBUIIKBS8298fmHP/Y84BhANBCUEo2ecufMr2lKHkVAmi+kXJU1m0JObc/5hz/2vNnJeXN+3mgxYveo4fP44FCxbg008/hcViAeC+bd3z/xUVFfIZHYvFgri4OHlbzxmgiIgIAO4zOjk5OT7PYTab5TaeMzye5/Kora1FVVWV3K4+s2fPxsyZM+XHVqsVJpMJ0dHR9Z6hcrlckCQJ0dHR/JD4CXPuf8y5W0xMDGLiY1CwswAQAGyA/ZgdCYMS5KksWgpz7n/Muf+1Zs41Gk2T2rV40XP06FHU1tZi9OjRPuuGDx+OwYMHY+nSpQBO99nxyM7OhkqlQrdu3QC4++WsW7cOQgiv08rZ2dno27cvAECn08FkMvn03dm/fz+EED59fepSq9VQq9U+yxUKRYNviCRJja6nlsec+x9z7haeFA6lSon87flwOV2oLqlG/k/5SLwkUZ7KoqUw5/7HnPtfa+W8qftr8Xd6wIAB2LBhg9e/l19+GQCwcOFCvPnmm+jWrRtSU1OxYsUKr22XL1+Oq6++Wr4LKysrC2azGevXr5fbHDhwALt27cKoUaPkZVlZWfj8889ht9u99mUwGDB06NCWfolE1InoYnRIGpKEoGB3kVNt/n2i0hpOVErU3rT4mR6DwYArr7yy3nUXXXQRLrzwQgDAnDlzcMstt6B79+4YPnw4li9fjq1bt+KHH36Q22dkZCAzMxOTJ0/GggULoNFo8Nhjj6Ffv3648cYb5XazZs3CkiVLMGHCBNx9993Ys2cPXnjhBTzzzDNet7ETEZ0LbYQWpqEm5G7NhaPGAVu5DSd+PIGkjCSodPyOIWovAnZOb8KECXjnnXewdOlSZGZmYuPGjfj000+RkZHh1W758uUYMWIEpk2bhj//+c/o2bMnVq1aBaXydL3Wo0cPrF27Frm5uRg1ahRefPFFzJ07Fw8++KC/XxYRdVBqvRrJw5LlIsdebceJH0+gxuJ70wMRtU2SEJygysNqtSI8PBwWi6XBjsyFhYWIiYnhNWA/Yc79jzlvnMPmQO6WXNis7uEuFEoFEi9JREhkyDnvkzn3P+bc/1oz52f7/fbgO01E1AxKtRKmoSZoI7QAAJfDhdwtuag4WRHgyIjobFj0EBE1U1BwEJKGJCE0NhQAIFwC+dvzYcmxnGVLIgokFj1EROdAEaRAwqAE6BPdp9KFEDi5+yTMR8wBjoyIGsKih4joHEkKCXED42Dsenq+rsLfClGcXRzAqIioISx6iIjOgyRJiOkTg6i0KHlZycESnPz5JHifCFHbwqKHiKgFRKZGIrZvrPzYcsIij+RMRG0Dix4iohZi6GJAwkUJ8qSkFScrkLslF067M8CRERHAooeIqEWFJYQhaXCSPClpdSmnrSBqK1j0EBG1sJCoEJiGmuRJSW1W97QVtnJbgCMj6txY9BARtQJNuAbJlyYjOCQYgHvaipyNOagqqQpwZESdF4seIqJWotKpkHxpMjThGgCA0+5E7pZclOeXBzgyos6JRQ8RUSvyTFuhi9EB+H305h35KD1cGuDIiDofFj1ERK1MoVQg8eJEhCeHy8uK9hbh1J5THMuHyI9Y9BAR+YGkkBDXP85rEMOyY2XI+ykPLgfH8iHyBxY9RER+FJkaifiB8fJYPpWFlcjZmANHNW9pJ2ptLHqIiPxMn6RH0pAkBAWfvqW9YGsBaspqAhwZUcfGooeIKABCIkOQfGkyVDoVAMBZ60TOphyUF/DOLqLWwqKHiChAVKHuW9q1EVoAgHAK5G/PR8nBkgBHRtQxseghIgqgIFUQkjKSEBofKi8rzi5Gwc4CCBfv7CJqSSx6iIgCTFJIiOobhahep+/ssuZZ3XN22djBmailsOghImojInpEIPHiRCiCfp+s1FyN4z8cZwdnohbCooeIqA0JjQuFaZgJSo0SAOCoceDExhOw5loDHBlR+8eih4iojdGEa5ByecrpDs4ugYJdBSjaW8QRnInOA4seIqI2SKlWwpRh8pq6ovRwKfK25sFZ6wxgZETtF4seIqI2yjN1RWzfWEjS7yM4F1W6+/lY2M+HqLlY9BARtXGGLgYkZSRBqXb387FX23HixxOwnLAEODKi9oVFDxFROxASGeLu52M83c/n5M8nceqXUxzPh6iJWPQQEbUTSo0SpqEmGLoY5GVlx8tw4scTqK2sDVxgRO0Eix4ionZEUkiI7RvrNVN7jaUGx384znm7iM6CRQ8RUTukT9Ij5bIUecJSl8OF/O35KPy1kJe7iBrAooeIqJ1S69VIuTwF+kS9vMx81IwTG3m5i6g+LHqIiNoxhVKB+AvjEdsv9vTlrjL35S6O4kzkjUUPEVEHYEgxIPnSZK/LXQW7ClCwswAuhyvA0RG1DSx6iIg6CM/0FeGm06M4W/OsOPb9MVSbqwMYGVHbwKKHiKgDUSgViBsQh/gL46FQur/i7VV25GzMQfH+YnZypk6NRQ8RUQekT9SjyxVdTg9mKARKDpS4OzlXsJMzdU4seoiIOqjgkGCYhpkQlRYlz91VU1aDY98fg/momTO2U6fDooeIqAOTJAmRqZHuTs6h7k7OwiVQ+Gshcjfnwl5lD3CERP7DooeIqBPQGNydnI1djfKyqpIqHPuOZ32o82DRQ0TUSSiCFIjpE4OkIUkI1gYDAFxOl3zWhwMaUkfXKkXPihUrcP311yMpKQk6nQ4DBgzAv/71L5+/JBYtWoTU1FRoNBr0798fX331lc++LBYLpkyZgoiICISFheHmm29GQUGBT7tNmzYhIyMDWq0WKSkpeP755/mXCxFRPXTROnS5sovXxKWesz6lh0p5hxd1WK1S9Lz00ksICQnBggUL8OWXXyIrKwtTp07FU089JbdZtmwZpk6dinHjxmH16tXIyMjADTfcgC1btnjta9y4cVi7di0WLlyIJUuWYP/+/cjKyoLD4ZDbHDp0CJmZmYiPj8dXX32F+++/H0888QQWLFjQGi+PiKjdUygViO0bC1OGCcEh7rM+wiVQtK8Ix/93HDVlNQGOkKjlSaIVTocUFxcjKirKa9m0adOwfPlymM1mKBQKpKWl4aKLLsLSpUvlNkOHDoXBYMCqVasAAJs3b8bQoUOxZs0ajBw5EgCwf/9+9OrVC8uWLcPYsWMBAHfeeSfWrFmDAwcOQKVyd9R79NFH8dZbb+HkyZNQq9VNittqtSI8PBwWiwV6vd5nvcvlQmFhIWJiYqBQ8MqgPzDn/sec+1+gc+5yuFC8vxhlR8vkM+SSJMHQ1YCotCh5vJ+OJNA574xaM+dn+/32aJV3+syCBwAGDhwIq9WKyspKHDlyBAcOHJCLFo/x48dj/fr1sNlsAIDVq1fDYDBgxIgRcpu0tDQMGDBALow87caMGSMXPJ59lZWVYfPmzS398oiIOhSFUoGYC2KQfGky1Hr3H4lCCJiPmHF0w1GUF5QHOEKiluG38vbHH39EYmIiwsLCkJ2dDQBIT0/3atOrVy/U1tbi6NGjAIDs7GykpaXJ40vUbefZR2VlJXJycnz2lZ6eDkmS5HZERNQ4jUGDlMtSEN07Goog98+Do8aB/O35yN3Cjs7U/in98SQ//vgjli1bJvexMZvNAACDweDVzmh030pZWloqtzuzjaedp01ZWVm9+1KpVAgJCZHb1cdms8lnlQD36THAfQrO5fKdoM/lckEIUe86ah3Muf8x5/7X1nJu6GqALlaHwj2FqCysBABUnKpAZVEljD2MiOgRIRdF7VVby3ln0Jo5b+o+W73oyc3Nxbhx4zB8+HDMmDGjtZ+uWebPn4+5c+f6LC8qKkJNjW8nPpfLBYvFAiEErwH7CXPuf8y5/7XVnAd3DYZKp0JpdikcNe6bR8zbzDix5wSMqUbo4nQBjvDctdWcd2StmfPy8qZdgm3VoqesrAxZWVmIjIzExx9/LL9Izxkdi8WCuLg4ub3nDFBERITcLicnx2e/ZrNZbuM5w2OxWLza1NbWoqqqSm5Xn9mzZ2PmzJnyY6vVCpPJhOjo6AY7MkuShOjoaH5I/IQ59z/m3P/adM5jgOReySg5UALzYTPw+60v9uN22CpsiOkTI/cDak/adM47qNbMuUajaVK7Vit6qqur8Yc//AEWiwWbN29GeHi4vM7T/8bTZ8cjOzsbKpUK3bp1k9utW7cOQgivfj3Z2dno27cvAECn08FkMvn03dm/fz+EED59fepSq9X13tmlUCgafEMkSWp0PbU85tz/mHP/a8s5VygUiL0gFsYUIwp/LURlkfuSV425Bjk/5iA8ORyRaZFQqv3SY6LFtOWcd1StlfOm7q9V3mmHw4GxY8di3759+Oabb5CYmOi1vlu3bkhNTcWKFSu8li9fvhxXX321fBdWVlYWzGYz1q9fL7c5cOAAdu3ahVGjRsnLsrKy8Pnnn8Nut3vty2AwYOjQoa3xEomIOh1VqApJQ5KQeEkiVLrf5/ESAmXHy3D026MoOVgCl5N9ZKjtapWy/O6778ZXX32FBQsWwGq1eg04OHDgQKjVasyZMwe33HILunfvjuHDh2P58uXYunUrfvjhB7ltRkYGMjMzMXnyZCxYsAAajQaPPfYY+vXrhxtvvFFuN2vWLCxZsgQTJkzA3XffjT179uCFF17AM88843UbOxERnb/Q2FDoonUwHzG7Cx2Hyz3WT3Yxyo6VISo9Cvokvc+dt0SB1ipFz9q1awEADz74oM+6o0ePokuXLpgwYQKqqqrw3HPP4bnnnkNaWho+/fRTZGRkeLVfvnw5Zs6ciWnTpsHhcGDkyJF47bXXoFSeDr1Hjx5Yu3YtZs6ciVGjRiE6Ohpz586t9/mJiOj8SQoJET0ioDfpUbK/BJYT7g6qjhoHTu4+CfMRM6LSoxAaGxroUIlkrTIic3vFEZnbHubc/5hz/+sIOa+tqEXR3iJUnKrwWq41ahGVHoWQqJAARVa/jpDz9qbDjshMRESdiypUhcRLEmEaaoLGcPpOmmpzNXI25yB3Sy6qzdUBjJDIT4MTEhFR5xASGYKUy1JQcbICxdnFsJW7B4CtLKpEZVEldNE6RKZFQmvUBjhS6oxY9BARUYsLjQuFLlaH8rxyFO8vhr3KfXetV/GTGgltBIsf8h8WPURE1CokSYI+SY+whDBYc60oOVjiU/yERIUgsmdkm+vzQx0Tix4iImpVkkJCeHI49El6n+KnqrgKVcVV0EZoEdkzErqY9ju1BbV9LHqIiMgvzix+Sg+VyjO3V5dWI3drLjThGkT0jEBoXCjH+aEWx6KHiIj8Si5+THqU55ej9GCp3OG5xlKD/O35UIWq3OMAJeohKVj8UMtg0UNERAEhSRL0ie4+PxUnK1B6sBQ1lhoA7nF/Tu4+iZL9JTB2MyI8ORwKJUdZofPDooeIiAJKkiSExYchLD4MlUWVKD1YiqqSKgCAvdqOwt8KUXKgBIauBhi6GNrdxKbUdvDIISKiNkMXrYMuWofq0mqUHiqVR3h22p0oOVCC0kOlCDeFw9jdKE96StRULHqIiKjN0UZokXhJImzlNpgPm2HNtUIIAeFyz+pedrwMoXGhiOgewbF+qMlY9BARUZulDlMjbkAcItMiYT5ihuW4BS6nCwBQcbICFScroDVqYexmRGg87/iixrHoISKiNi9YG4yYC2IQmRoJy3ELzEfNcNQ4ALjn96reUY1gbTA7PVOjWPQQEVG7ERQchIgeETB2M8KaZ4X5iBk2q/t2d0+n5+L9xQhPDoexqxHBIcEBjpjaEhY9RETU7kgKCeGmcISbwlFZVAnzETMqCysBAC6HC+YjZpQdLYMuVgdjNyNCIjnNBbHoISKids5zx1dtRa2730+OBcIlIISQ+/2o9WoYuxk52GEnx6KHiIg6BFWoCrH9YhGVHuW+w+tYmdzvx2a14eTukyjaWwRDigH6ZH2Ao6VAYNFDREQdSpAqCJE9IxHRPQLlBeUwHzGjpsw90rOz1omSgyUoPlAMu9qO0AtDERodGuCIyV9Y9BARUYckKdzTXOgT9ag2V6PsaBnK88shhAAEUHmqErmbcqExaGDoYoA+Uc+7vjo4Fj1ERNThaY1aaI1aRPeORtnxMpiPmuV1NqsNp345haK9RQg3hcPQxQBVKEd77ohY9BARUaeh1CgRlRYFY3cjFHsUUFYo5UtfLocL5qNmmI+aERIVAkMXA0JjQ9nxuQNh0UNERJ2OpJCgi9chJiYG9go7zEfNKM8rl0d7riquQlVxFZQaJcKTwxGeHI5gLcf8ae9Y9BARUaem1qsR1z8O0b2jYc2xouxYGWorawEAjhqHe6LTg6XQxepgSDEgJDqE0120Uyx6iIiI4B7t2djNCENXA6qKq2A5bkHFyQr3RKd1xvwJDgl2n/0xhUOp4c9oe8J3i4iIqA5JkuQBDx01DlhOWFB2/PSYP/YqO4qzi1Gyv4Rnf9oZFj1EREQNUGqUiEyNRETPCFSeqkTZ8TJ5uguvsz9a99kfvUnPvj9tGIseIiKis5AkCaFxoQiNC4W9yg7LCQssOZbTZ3+q7SjeX4zi/cXQxegQnhzOO7/aIBY9REREzRAcEoyo9ChEpkXKZ3+qiqrcgx4CqCysRGVhJYJUQdAn6RGeHA51mDrAURPAooeIiOiceJ39qbbDmmOF5YQF9mo7APeUF+YjZpiPmKExaBBuCkdYYhiCgoMCHHnnxaKHiIjoPAVrg+W+P1XFVbCc+P3OL5f77E9NWQ1qympQ+FshQmNDoTfpoYvW8fKXn7HoISIiaiF17/xy2p2w5lphzbGixuIe9Vm4BMoLylFeUA6lWomwxDDok/TQhGsCHHnnwKKHiIioFQQFB8HY1QhjVyNsVhssORZYc61w1joBAA6bQ778pQpVQZ/knhw1OIR3f7UWFj1EREStTK1XI+aCGET3ikZlUSWsOVZUnDp9+au2ohbF2cUozi6GNkKLsIQwhCWEQanmz3RLYjaJiIj8RFJICI0NRWhsKJx2JyoKKmDNtaKqpEpuU11ajerSahT9VoSQqBCEJYYhNC6UHaBbAIseIiKiAAgKDpInM7VX22HNtaI8rxy2chsA9+CHlUWVqCyqhCRJCIkOQVj87wWQigXQuWDRQ0REFGDB2mBE9oxEZM9I2Kw2lOeXw5pnhb3Kffu7EEIe/0f6RUJIVIh8uzzn/2o6ZoqIiKgNUevVUOvViEqPQrW5GuX55agoqJDH/6l7BujUnlPQGDTuAig2FGo9B0FsDIseIiKiNkpr1EJr1CLmghjUlNWgPN99u7vnDBBwegyg4uxiKDVK6GJ07n/ROiiUigBGX4cQQHExgnJyAIUCiI4GAjBBK4seIiKidkBj0EBj0CC6dzRsVps82alnDCAA8qzwlhMWSJIEjUGDkKgQhESHQGvU+n8wxLIy4P33gddeg+LwYUR7lnfvDtx3HzBxImAw+C2cNlICtozs7GyMGDECOp0OcXFxePjhh1FbWxvosIiIiFqUWq9GZGokUi5PQbdruiGmTwx0Md4jPAshUG2uRsnBEuRsysGhbw4hZ3MOivcXo7KwEk67s3WDXLMGSEoCHngAOHLEe92RI+7lSUnudn7SYc70mM1mXHXVVejZsyc++eQT5OXlYebMmaiqqsLrr78e6PCIiIhaRbA2WB4E0eV0obqk2t3puagStRWn//B3OV2oKq5CVfHp2+PVYWpoDBqow9XQhGug1qtb5pLYmjXA6NHuy1q/T8TqxbOsutrd7uuvgczM83/es+gwRc/ChQthtVrx6aefIiIiAgDgcDhw991349FHH0VCQkKAIyQiImpdiiCF3KcHcF/u8hQ6VcVVcmdoD1u5zX2LfM7pZSqdCqowFVShKqjD1FCFuv+7ycVQWRlw003uwsblaryty+Xu43PTTUBubqtf6uowRc/q1atxzTXXyAUPAIwdOxbTp0/H2rVrMWnSpMAFR0REFABKjdI9vUWSHgBgr7ajxlwjD4Bos9ogzjgTU1tZi9pK364hQaogqHQqBIcEI1gXjGBtMJQaJZRaJZQa5enBE99/H6iqqv8MT31cLnf7Dz4AZsw4r9d7Nh2m6MnOzsbkyZO9lhkMBsTHxyM7O7t5O7PZ3P+a0q4hCgUQHHxubWtrGz5YJAlQqc6trd3eeNWtVge+rUp1uke/w+Fu73k/FIrG2zobuT7dWm2Dg0/H1Zy2Tqe7fUu3dbncOWuIUgkEBTXe1uVy59vpbPp+g4Lc+25uWyHcx3Bbbns+n+Xmtq3vOK+vLb8j3P99Pp9lz3HuyXkn+Y4IVgchOFKFsEgVgHC4nC7UlteixlIDm9WGmgoHaquccDldgMsFyXl6vy47UFNZDU+3aaEI8vo+CYILCqUE0/MvQSkEmtVlWgjg1VeBadPcn81z+Sw3QYcpesxmMwz1nBYzGo0oLS2tdxubzQZbnS8lq9UKABCzZkHU/SL4nejdG2LcOLh+/0BKDz7Y4JshUlOBmTPlx9Ls2UBFRf1tU1KA2bNPt33ySaCkpN62iI+HePLJ022feQYoKKi/bWQkxDPPnH78f/8H6fjx+tuGhkK8+OLpx6++CunAgfrbqlQQ//jH6cdvvQXp11/rbwtALFx4+sG770Latavhtq++evoL8IMPgM2bEVZTA2g0EGfc3iheeAEIC3M/WL4c0vffN7zfZ54BIiPdDz79FNJ//9tw2yeeADyXQ7/+GtLXXzfc9pFHgC5d3A/WrYP0yScNt505E0hNdT/4/ntIy5Y13Paee4C+fd0PNm+G9MEHDbedOhW46CL3gx07IL3zTsNtb7sNGDrU/WDPHkhvvFFPI4GwmhqISZPgGj7cvezAAUgvvdTwfm+8ERg50v3g2DFIzz3XcNvRo4HrrnM/yM+H9NRTDbcdMcJ92hsASkogPfZYw22vuAKYMMH9oLwc0qxZDbcdMgTwnP212SD99a8Ntx04ELjzTvmxdN99Dbft0we4997TbZv4HeFyuRA6fz7gdPoc5wC/I7zanvEdIW3Z0nDbxr4jfj/OPd8tnfU7QgKg/v0f4P6OEJkZcFQ74Ni2C4q334LL7oTL4YLL7oLLebqALr9sNKr6XgIACM47hojP34PCbkNwwYkGY2nUkSMQ06ZB3HRTs78jXGe7jPa7DlP0nIv58+dj7ty5Psurq6sRXE81bq+oQFlZGYQQUCgUCKuuhtTAF5qjogJVhYXy47CqKkjV1fW2dVZUoLJO29DKSigaaOuqrETFObbVVVQgqIG2QqFAeZ22IRUVUDbU1un0blte3mBbALDWaastL0fw2dr+/oWm/X2/tb//pSqd8WNQXlQE8fu+NFYrVI3st7yoCOL391RtsUDdSNuK4mK4fv/L4WxtK0tK4AwJAQCoysqgOVvb33NxtrZVpaVw/N422GyGtoltlaWlCGmkbbXZDPtZ2gohUFtbi2qzWd5vUEkJdI3st6asDLVNbGuzWGD7va2iuBihTWwrlZYirJG2tVYrajxtKyoabWsvL0e157i02aBvalug0baO8nLvz30TvyNcLhfUNTWQHA6f4xzgd4RP2zrfEY21bew7wnOce75b+B3hVm02w15U5G6LaoQEuyAFSwj6/X9CCLgcAsLpgiJKAREh4LQ5IYJq4RAOKGwN77spaioqUHMO3xHl5eVN2r8kzryY107FxMRgypQpmD9/vtfyxMRE3HrrrXiunr886zvTYzKZYD55Enq93qe9C0BRWRmio6OhUCh4eas12p5x2thlt6OoqOh0zhtpy8tbaJHLWy6Xy53z+HgoPMclL2+dftwKn3uXy4Wi3Nz6j/P69svvCPd/n8dnWT7OPTnnd4RbUy6BN9a2uBiK5OSGtzkLV04OEBPT7M+y1WqF0WiExWKp9/dbDvmcI2tj0tPTffruWCwWFBQUID09vd5t1Go11HU/bL9TaLVQaLW+G7hckCQJCoXC/SGpr01DmtNWo2mdtvW81jbdVqUClEpIGo37Panvx6Bu2+bsN9Btz/wRa8m2Tb2+3VBbl8ud8+Dg0zlvif02pLU+R+2sbZOOcw9+R7idz+fTc5zXl3N+R5x726Qk98CDR440vSMz4C4iu3WDIjHRd6TmJnyOmvS5QQcanDArKwvr1q1DWVmZvGzFihVQKBQY6elrQERERK1HktwjLZ+LGTNafWqKDlP0TJ8+HWFhYRgzZgzWrl2LxYsXY9asWZg+fTrH6CEiIvKXiROBkJD670Ssj0Lhbn/bba0bFzpQ0WM0GrF+/XoolUqMGTMGjzzyCO644w681MgdJ0RERNTCDAbg44/dZ23OVvgoFO52n3zilzm4OkyfHgDo1asX1q1bF+gwiIiIOrfMTPfUEjfd5B54EPDu4+O5jKXVugseP3VD6TBneoiIiKgNycx0Ty3xyitAt27e67p1cy/Py/NbwQN0sDM9RERE1IYYDO4OyvfdB1dxMUqOHUNkly5QREW1eqfl+rDoISIiotYlSUBkJJxOp3vk6wAUPAAvbxEREVEnwaKHiIiIOgUWPURERNQpsOghIiKiToFFDxEREXUKLHqIiIioU+At63WI30eLtFqt9a53uVwoLy+HRqNp8oyudH6Yc/9jzv2POfc/5tz/WjPnnt9tcZaZ3Vn01FFeXg4AMJlMAY6EiIiImqu8vBzh4eENrpfE2cqiTsTlciE/Px9hYWGQ6hk4yWq1wmQyIScnB3q9PgARdj7Muf8x5/7HnPsfc+5/rZlzIQTKy8uRkJDQ6FkknumpQ6FQICkp6azt9Ho9PyR+xpz7H3Puf8y5/zHn/tdaOW/sDI8HL2QSERFRp8Cih4iIiDoFFj3NoFar8eSTT0KtVgc6lE6DOfc/5tz/mHP/Y879ry3knB2ZiYiIqFPgmR4iIiLqFFj0EBERUafAooeIiIg6BRY9TZSdnY0RI0ZAp9MhLi4ODz/8MGprawMdVoewYsUKXH/99UhKSoJOp8OAAQPwr3/9y2c48UWLFiE1NRUajQb9+/fHV199FaCIO56KigokJSVBkiRs377dax3z3rLef/99DBw4EBqNBlFRUcjKykJ1dbW8/ssvv0T//v2h0WiQmpqKxYsXBzDa9u+LL77A4MGDERYWhvj4eIwdOxZHjhzxacfj/NwcOnQI06dPx4ABA6BUKtGnT5962zUlvxaLBVOmTEFERATCwsJw8803o6CgoGUDFnRWpaWlIj4+Xlx++eXim2++EYsWLRLh4eHinnvuCXRoHcKQIUPE+PHjxbJly8T69evFI488IhQKhZgzZ47c5sMPPxSSJInHH39cfPvtt+LOO+8USqVSbN68OYCRdxwPP/ywiI2NFQDEtm3b5OXMe8uaN2+eCAsLE/PnzxffffedWLlypbjrrrtEeXm5EEKI//3vfyIoKEjceeed4ttvvxWPP/64kCRJrFixIsCRt08bNmwQCoVCTJo0Sfz3v/8Vy5YtE6mpqaJ79+6iqqpKbsfj/Nx99tlnIikpSdx0002ib9++4oILLvBp09T8ZmZmiqSkJLF8+XLx+eefiz59+oj+/fsLu93eYvGy6GmCZ599Vuh0OlFSUiIve/vtt0VQUJDIy8sLYGQdQ1FRkc+yqVOnCr1eL5xOpxBCiNTUVDFhwgSvNhkZGSIrK8svMXZk+/btEzqdTixcuNCn6GHeW052drZQKpVi1apVDbYZOXKkGDp0qNeyCRMmiF69erV2eB3SnXfeKbp27SpcLpe87NtvvxUAxA8//CAv43F+7jzf0UIIMXHixHqLnqbkd9OmTQKAWLNmjbwsOztbSJIkli9f3mLx8vJWE6xevRrXXHMNIiIi5GVjx46Fy+XC2rVrAxhZxxAVFeWzbODAgbBaraisrMSRI0dw4MABjB071qvN+PHjsX79ethsNn+F2iHdd999mD59OtLS0ryWM+8ta/HixejatSuysrLqXW+z2bBhwwb86U9/8lo+fvx47Nu3D8eOHfNDlB2L3W73mUvRM1WB+P3yOY/z83O22dKbmt/Vq1fDYDBgxIgRcpu0tDQMGDAAq1atarl4W2xPHVh2djbS09O9lhkMBsTHxyM7OztAUXVsP/74IxITExEWFibn+Mz3oFevXqitrcXRo0cDEWKHsHLlSuzZswdPPPGEzzrmvWVt2bIFffv2xbx58xATEwOVSoVhw4Zh69atAIDDhw/DbrfXm28A/K45B5MmTcLevXvx5ptvwmKx4MiRI3j00UcxcOBADBs2DACP89bW1PxmZ2cjLS3NZ7LvXr16teixz6KnCcxmMwwGg89yo9GI0tJS/wfUwf34449YtmwZHnroIQDu/APweQ+MRiMA8D04R1VVVZg5cyaeffbZeif/Y95b1smTJ7F27Vp88MEHePPNN/HZZ59BkiSMHDkShYWFzHcruOyyy/Dpp5/ikUcegcFgQPfu3XHq1CmsXr0aQUFBAHict7am5tdfv7MseqhNyc3Nxbhx4zB8+HDMmDEj0OF0aPPmzUNsbCxuv/32QIfSKbhcLlRUVGDlypW4+eabMWrUKHzxxRcQQuD1118PdHgd0qZNm3Drrbdi6tSp+Pbbb7FixQq4XC6MHj3a64456jxY9DSB0WiExWLxWW42m736+dD5KSsrQ1ZWFiIjI/Hxxx/L14o9fxGc+R54/oLge9B8x48fx4IFCzB37lxYLBaUlZWhoqICgPv29YqKCua9hRmNRkRGRqJfv37ysoiICAwcOBC//fYb890KZsyYgauuugoLFizA8OHDcfPNN+Prr7/Gzp078e9//xsAv19aW1Pz66/fWRY9TZCenu5zTdFisaCgoMDnOiWdm+rqavzhD3+AxWLB6tWr5c6GwOlrwWe+B9nZ2VCpVOjWrZtfY+0Ijh49itraWowePRpGoxFGoxHXXXcdAGD48OG45pprmPcWdsEFFzS4rqamBt27d0dwcHC9+QZ8+0TQ2e3duxcDBgzwWpaUlISoqCgcPnwYAL9fWltT85ueno79+/f7jM9WX5/a88GipwmysrKwbt06lJWVyctWrFgBhUKBkSNHBi6wDsLhcGDs2LHYt28fvvnmGyQmJnqt79atG1JTU7FixQqv5cuXL8fVV18NlUrlz3A7hAEDBmDDhg1e/15++WUAwMKFC/Hmm28y7y3sD3/4A0pKSrB79255WUlJCXbu3ImLLroIarUaw4cPx8qVK722W758OXr16oUuXbr4N+AOICUlBTt37vRadvz4cRQXF8v55HHeupqa36ysLJjNZqxfv15uc+DAAezatQujRo1quYBa7Ob3DswzOOEVV1wh1qxZI/71r38Jg8HAwQlbyNSpUwUAsWDBArF582avfzU1NUIIIZYuXSokSRJPPPGE2LBhg5g+fbpQKpVi06ZNAY6+49iwYYPPOD3Me8txOp3i4osvFt27dxfLli0Tn3/+uRgyZIiIjIwUBQUFQojTgxPeddddYsOGDeKJJ54QkiSJjz76KMDRt0+vvPKKACBmzJghD07Yp08fERsbK4qLi+V2PM7PXWVlpVixYoVYsWKFuPLKK4XJZJIfFxYWCiGant/MzExhMpnERx99JL744gvRt29fDk4YKHv37hVXX3210Gq1IiYmRjz00EPCZrMFOqwOISUlRQCo99/Ro0fldu+++67o0aOHUKlUom/fvuLLL78MXNAdUH1FjxDMe0sqKioSf/nLX0R4eLjQarVi5MiR4rfffvNq8/nnn4u+ffsKlUolevToIRYtWhSgaNs/l8sl3nrrLdGvXz+h0+lEXFycuOGGG8S+fft82vI4PzdHjx5t8Pt7w4YNcrum5LesrExMnjxZGAwGERoaKm688cYWHwBYEuKMC2hEREREHRD79BAREVGnwKKHiIiIOgUWPURERNQpsOghIiKiToFFDxEREXUKLHqIiIioU2DRQ0RERJ0Cix4iIiLqFFj0EBERUafAooeoDamoqIBCoZAn/ww0IQRCQ0Pxt7/9rcX2WV1djaCgIDz77LMtts+GtEb8gXY+x0ggj6+mPPekSZMgSRIkSUKfPn1a7LlfeeUVeb+SJKG4uLjF9k3tC4se6hTWrFnj9aVX99+4ceP8GosQAk899RT+9//tnH1QVNUbx7+LC7KwsqCAggWSIIsaQlumVoqppWGkRVCawpQjOhK+lK84YqiIwkQyli+NiiGaljrmW01KZr6gJbq7vIdiGKBCJQoLGyzP7w/n3uGyd5dFUH/B+cwwA889L99zn3M4z73nnPvLL0bXcnJyQETw9/d/pJpMcf36ddTW1uLpp5/usDLz8vLQ1NTUoZOaKR6G/paY8+fDoD195HH2L67u1nzh7OyM9PR0JCYmCuxlZWUIDg6Gg4MDBg4ciMOHDxvlPXDgAFxdXVFdXS2wjx8/Hunp6Zg8eXL7G8L4TyN93AIYjEeBWq0GAKSmpsLJyUlw7WFOiGIUFRUhLi4OSqXS6NrQoUNRV1eH7t27P1JNpsjNzQXQsfdIq9UCAAYNGtRhZZriYehviTl/Pgza00ceZ//i/N6aL+zt7fHee+8Z2SMiIlBWVoZ169bh7NmzePvtt1FQUIB+/foBAOrr6/Hxxx9j9erVUCgUgrxKpRJKpRLFxcU4ePBgxzSI8Z+EBT2MLoFGo4FCoUB0dDQkEonF+err62Fra9uhWi5dugQAeOaZZ4yuWVlZdXh97SE3NxdSqRR+fn4dVqZWq4WdnR2eeuqpDivTFA9Df0vM+fNh0J4+8jj7l1arhYuLC3r37t3mvHV1dcjMzMSpU6cwcuRIzJo1C+fOncMPP/yAqKgoAEBycjIUCgVmzJjR0dIZnQi2vMXoEqjVagQGBpoNeMaNG4cRI0bgl19+wahRoyCTyTB37lwAQH5+PmbNmgVfX1/Y2dmhT58+mDp1KioqKozKuXTpEkJDQ+Hq6gpbW1solUrEx8cDuP+kPXXqVACAj48PJBIJHB0dBRpeeOEFQXnHjh1DUFAQHBwc4OjoiKlTp4ruSRg9ejRGjhyJ7OxsTJgwAT169EDfvn2xYcMGi+7R3r17ERAQAFtbW6hUKly8eBG5ubkYMGAAbGxs+HQuLi6Ijo42yv/ss88iODi41Xq0Wi38/PyQlZWFoKAg2NvbQ6lUYs+ePYJ0ba3HUv07d+6Ev78/ZDIZVCoVzp8/j7CwMAwZMsSozFOnTuG1116Do6MjevbsiYkTJ+Lq1av89db8Kca4ceMwfPhwnD9/nm+/t7c3jh07BuC+v4cNGwZ7e3sEBATwQVXz/C37iKW+F8vbXj2Wjg2tVvvAb9zq6+tBRPxbWu4+63Q6APeXvhITE7FhwwZYWbFpjWEa1jsYnZ5///0XhYWFUCqVqKqqEvw0NDTw6TQaDf766y9MmjQJw4cPx2effYawsDAAwPbt21FSUoJp06YhNTUVYWFh+PbbbzFt2jRBXQcPHsSIESOQm5uLhQsXIiUlBSNGjMC5c+cAAIsXL8bgwYPh4+OD9PR0pKenY9euXQINzfdbJCcnIzg4GE5OTkhKSsKHH36IQ4cO8bqao9VqcefOHbz++utQqVRITk6Gm5sb5s+fzy8tmCIlJQXvvPMOvLy8kJqaiuHDh2PixInIysoSTFTl5eWoqqoyChAMBgNyc3Mt2iui1WpRU1OD8PBwjBkzBomJiZBIJJgyZQouXLjwQPVYqn/t2rWIjIyEt7c3UlNTMWzYMISEhCA7O9toQk5LS8OYMWPQ1NSE1atXY8mSJVCr1Rg7dizq6uoAtO5PMTQaDaqrqxEeHo7Ro0cjISEB9+7dw5QpU7BlyxbExMRg8uTJWL58Oa5evYr333/fKH/L9lvqe7G87dVj6dhoT9Dj5OSE/v37IyEhASUlJcjIyMCVK1cwdOhQAMCiRYswYcIEjBw58oHKZ3QhiMHo5Fy+fJkAiP7k5uYSEdGtW7cIAMnlcsrPzzcqo7a21si2fPlysrKyorq6OiIiKiwsJDs7O5o8eTJv46ivr+d/9/DwoMjISKPyOA1ffPEFERGdPn2aJBIJrVixQpDu888/JwB08eJF3lZeXk4AyMXFhW7cuMHb8/LyCADt3LnT7P2RSqW0bNkygX327NkEgFatWsXbjh8/TgDowoULgrQ5OTkEgDIyMkzWQ0RUWVlJAKhnz55UUlLC20tLS8nGxoZmzpzZ5nos1X/p0iXq1q0bLV26VJDugw8+IAC0du1a3qbVasnGxkbQdiIitVpNAGj//v28zZQ/xeB83Lt3byovL+ftqampBICUSiVVV1fz9gULFpBEIuH7T8s+QmS578XytlcPkWVjg9P45Zdfmr0/ERER5OnpKXrt5MmT5OTkxI/defPmERHR2bNnSSaT0fXr182WTUQUFxdHAKiysrLVtIzOCXvTw+j0aDQaAPeXNX788UfBD7f5lEuzbNky0Q2pdnZ2/O937txBVVUVnJyc0NTUhMbGRgDAihUrYGtri7S0NKN9E9zG0erqapSWloq+EeE0cE/Da9asQd++fbFixQpBOm55oqCggLdxT/NxcXF44okneLu1tTUACJZ3WrJmzRooFArExsYK7KNGjRLo4TRaWVkZnbziNoq39iSfk5MDAIiNjeU3oALAk08+CV9fX5SUlLS5Hkv1JyQkwM3NDZ988okg3UsvvWRUZnx8PDw8PBAVFSV4M+ju7g5ra2tcu3YNgHl/isH5eOXKlXBzc+PtcrkcAJCUlAQHBwferlAoYGVlxS/ZtOwjgOW+F8vbXj2AZWNDrO628vLLL6O0tBRZWVkoLS1FSkoKmpqaEBMTg48++gienp7YtGkTlEolfH19sXnz5geui9F5YRuZGZ0etVoNGxsbTJkyBVKpeJfnJg6x4+sGgwE7d+7Exo0bUVBQwC9tAPeP18rlcuj1ehw+fBgzZswQTBIt4f75i02SzU+36HQ6nDx5EgsWLEC3bt0E6WprawEIAxku76RJkwRpucDI19dXVI9er8exY8cwc+ZMweQFgJ+wmk9UarUa3t7eRmmvXLkCa2vrVk8wcTrFTudYWVnx5Vpaj6X69Xo9jh8/jtmzZ/PBAEdNTY2gnXq9HkePHoVOp4Orq6toO3r06AHAvD/NtT8kJERgLywshEwmw7hx4wT2oqIi9O/fn9csdgLKUt+by/ugeiwZG1w9Eomk3Sf25HI5nn/+ef7vHTt24ObNm1iyZAlOnDiBhQsXYteuXfxyqa+vL0aPHt2uOhmdCxb0MDo9Go0GPj4+JgMeLo2bm5voiaLp06dj3759iIiIwLx58+Ds7AwbGxvExMTwT8fXrl2DTqeDSqVqVQsA0U2zGo0GHh4eUCgUUKvVaGxsFA1WiouLAQADBw4U5O3Tpw/69u0rSKtWqyGVSgVpm3P16lWTun/77TfI5XJ4eXnxNq1WK6r9119/ha+vr1FA0RKtVgt3d3ejYEKn06GgoICffC2tx1L9+fn50Ol0omVeu3YNDg4O8PDw4P/W6XRYtWoVhg0bJtoOrhxz/hSD62fu7u4Cu1qtxuDBg42OkqvVakFA1byPNLdZ4ntTedujx5KxAdz3p5eXFx8EdQR3795FbGwskpOTYW9vjz179iA0NJQP/kJDQ5GRkcGCHoYAFvQwOj0ajQZBQUGtphGbuPLy8rB7926kpKRg3rx5vL2iogJFRUUYP348APBPuK0dh+cmGWdnZ9Fr3ITClSP2PZVt27bB09NTsPRjKkjQaDQYMGCAye+ycKdfWlJbW4uvvvoKgwYN4rU0NTWhsLDQ6ANvt2/fxpkzZ0Q3V7dEq9UavbkC7j+x6/V6vPnmm22qx1L9nH9anuzR6/XYs2eP4F7eu3cPAODn54exY8eabY85f5pKL+YntVptdCKtoaEBhYWFgvaa2sRsie9NbWJ+UD2Wjg1OY0d/Kyk+Ph5eXl786bny8nIEBgby193d3XHlypUOrZPx34ft6WF0am7evInbt2+bfa1uMBiQl5cn+s//zz//BAB4e3vztoaGBsyYMQMGg4GfRLjrJ06cMCqj+Qmx0tJSwb6Llhq48vr37w+pVIqzZ88K0u3btw+nT5/G4sWL+WDEYDAgPz/f5ORlbunF09MTAJCZmSmwr169Gn///bdgojIYDGhoaBAEGo2NjYiKikJjY2OrkxoRIScnB2VlZYJj35WVlUhMTERISAgCAgLaVI+l+rl0Z86cEaRLTExERUWFIOjp168fJBIJ9u/fb9SGxsZG/PPPP/zfpvwphql+VlVVhYqKCiN7fn4+GhoaeP+17COczRLfm8rbHj2Wjg1OY0cGPUVFRdi4cSM2bNjAj4PevXsL9rnl5+ejT58+HVYno3PA3vQwOjXcxldzQc/vv/+O+vp60YkjICAAdnZ2mDt3LkpKSlBXV4f09HT+bQWXx8HBAZGRkUhLS4Ner0dQUBDu3buHn376CcHBwZgzZw4AwMvLC5mZmVi/fj3c3d3h5+cHlUrFa+AmBnt7e0RFRWHz5s2QSqXw9/fHhQsXsH37dkybNg2zZ89uVX9dXR2Ki4sRERFhsu0uLi545ZVXkJaWhu7duyMwMBDff/89Hxw0n6isra3h7++PTZs2QSaTQSaT4ZtvvoFMJjNKK8b169dRU1MDlUqF4OBgxMTEQKfTYePGjbCyssLWrVvbXI+l+p2dnTF+/Hhs3bqVv58nTpzgvznTvExXV1e8++672L17N+7evYsJEybAYDCguLgYBw4cwNdff40XX3zRrD/FMOUnro+2tLfcL9Syj5grs6Xv25LXUj2Wjg2xutvL/PnzER4ezh9ZB+4vZ73xxhtYtmwZAODw4cM4cuRIh9XJ6CQ87uNjDMbDZP369QSA8vLyTKbZt28fAaCcnBzR60eOHCGlUkm2trbk7+9PO3bsoJUrV5JUKjU6uhsbG0s+Pj7UvXt3cnNzo7feeouKi4v5NGVlZfTqq6+SXC4nAJSamirQwB2hJyLS6XQUHR1Nzs7OJJPJaMiQIbRp0yZqamqySP/FixcJAB05csTsPaqoqKCQkBDq0aMH9erVi8LDwykjI4MA0MmTJwVps7OzSaVSka2tLQ0aNIi2bt1K27ZtIwD0xx9/mK3n0KFDBIAuX75Mc+bMIYVCQY6OjjR9+nTBcem21mOp/lu3btGkSZPIwcGB3NzcaO7cuXTw4EECQFlZWYIy6+vrKSEhgQYOHEgymYx69epFzz33HMXFxQmOaJvypxim/PTpp58SALpz547AvmjRInJwcOD9LdZHLPV9W/JaqofIsrEhVrcpzB1Z5zh69CjJ5XKjPkNEtHbtWnJ3dyc3Nzdat26d0XV2ZJ0hISJ6hDEWg8Fg/N8QHR2NvXv3oqKiwuxGd8ajITIyEpmZmcjOzoZUKm3169aWUl9fj5qaGqxfvx5JSUmorKy0eB8Wo3PB9vQwGIxOj16vR8vnu9OnT2PLli2YNWsWC3j+j7hx4wZcXFz4JcSOYPPmzXBxcUFSUlKHlcn4b8Le9DAYjE7Pd999h/j4eISGhsLR0RHZ2dnYsWMHAgMD8fPPP/P7hRiPl7y8PJSXlwO4/00eU58MaCs3btxAYWEh//eoUaNa/bwCo3PCgh4Gg9HpOXPmDBYtWoS8vDzodDr069cPYWFhWLp0Kezt7R+3PAaD8YhgQQ+DwWAwGIwuAdvTw2AwGAwGo0vAgh4Gg8FgMBhdAhb0MBgMBoPB6BKwoIfBYDAYDEaXgAU9DAaDwWAwugQs6GEwGAwGg9ElYEEPg8FgMBiMLgELehgMBoPBYHQJWNDDYDAYDAajS8CCHgaDwWAwGF0CFvQwGAwGg8HoEvwPbi2SJU5LJuQAAAAASUVORK5CYII=",
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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -1210,19 +1522,28 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 165,
+   "execution_count": null,
    "id": "b94f582a",
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
+     "ename": "KeyboardInterrupt",
+     "evalue": "",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[24], line 4\u001b[0m\n\u001b[0;32m      2\u001b[0m budget \u001b[39m=\u001b[39m \u001b[39m10\u001b[39m\u001b[39m*\u001b[39mnp\u001b[39m.\u001b[39mrandom\u001b[39m.\u001b[39mrand(n)\n\u001b[0;32m      3\u001b[0m volume \u001b[39m=\u001b[39m \u001b[39m500\u001b[39m\u001b[39m*\u001b[39mnp\u001b[39m.\u001b[39mrandom\u001b[39m.\u001b[39mrand(n)\n\u001b[1;32m----> 4\u001b[0m inconfort \u001b[39m=\u001b[39m [resoudre(budget[i], volume[i]) \u001b[39mfor\u001b[39;49;00m i \u001b[39min\u001b[39;49;00m \u001b[39mrange\u001b[39;49m(n)]\n\u001b[0;32m      6\u001b[0m x \u001b[39m=\u001b[39m []\n\u001b[0;32m      7\u001b[0m y \u001b[39m=\u001b[39m []\n",
+      "Cell \u001b[1;32mIn[24], line 4\u001b[0m, in \u001b[0;36m<listcomp>\u001b[1;34m(.0)\u001b[0m\n\u001b[0;32m      2\u001b[0m budget \u001b[39m=\u001b[39m \u001b[39m10\u001b[39m\u001b[39m*\u001b[39mnp\u001b[39m.\u001b[39mrandom\u001b[39m.\u001b[39mrand(n)\n\u001b[0;32m      3\u001b[0m volume \u001b[39m=\u001b[39m \u001b[39m500\u001b[39m\u001b[39m*\u001b[39mnp\u001b[39m.\u001b[39mrandom\u001b[39m.\u001b[39mrand(n)\n\u001b[1;32m----> 4\u001b[0m inconfort \u001b[39m=\u001b[39m [resoudre(budget[i], volume[i]) \u001b[39mfor\u001b[39;00m i \u001b[39min\u001b[39;00m \u001b[39mrange\u001b[39m(n)]\n\u001b[0;32m      6\u001b[0m x \u001b[39m=\u001b[39m []\n\u001b[0;32m      7\u001b[0m y \u001b[39m=\u001b[39m []\n",
+      "Cell \u001b[1;32mIn[21], line 44\u001b[0m, in \u001b[0;36mresoudre\u001b[1;34m(budget_autorise, volume)\u001b[0m\n\u001b[0;32m     40\u001b[0m contraintes \u001b[39m=\u001b[39m [c\u001b[39m.\u001b[39mT\u001b[39m@\u001b[39m(p_n_i\u001b[39m+\u001b[39mp_r_i) \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m budget, T_i[\u001b[39m0\u001b[39m] \u001b[39m==\u001b[39m T_initial, T_i[n] \u001b[39m==\u001b[39m T_final, T_i[\u001b[39m1\u001b[39m:n\u001b[39m+\u001b[39m\u001b[39m1\u001b[39m] \u001b[39m==\u001b[39m T_i[\u001b[39m0\u001b[39m:n]\u001b[39m+\u001b[39mdeltaT_i, \u001b[39m0\u001b[39m \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m (p_n_i\u001b[39m+\u001b[39mp_r_i), (p_n_i\u001b[39m+\u001b[39mp_r_i) \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m p_max, \u001b[39m0\u001b[39m \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m p_n_i, \u001b[39m0\u001b[39m \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m p_r_i,\n\u001b[0;32m     41\u001b[0m \t\t\tdeltaT_i \u001b[39m==\u001b[39m \u001b[39m-\u001b[39m(\u001b[39m1\u001b[39m\u001b[39m-\u001b[39meta)\u001b[39m*\u001b[39m(T_i[\u001b[39m0\u001b[39m:n]\u001b[39m-\u001b[39mT_ext)\u001b[39m+\u001b[39m(cp\u001b[39m.\u001b[39mmultiply(p_n_i,COP_normal(T_ext)))\u001b[39m*\u001b[39m\u001b[39m0.25\u001b[39m\u001b[39m/\u001b[39m(V\u001b[39m*\u001b[39mCx)\u001b[39m-\u001b[39mp_r_i\u001b[39m*\u001b[39mCOP_reverse\u001b[39m*\u001b[39m\u001b[39m0.25\u001b[39m\u001b[39m/\u001b[39m(V\u001b[39m*\u001b[39mCx),\n\u001b[0;32m     42\u001b[0m \t\t\tI_i \u001b[39m>\u001b[39m\u001b[39m=\u001b[39m f_froid(T_i[\u001b[39m0\u001b[39m:n]), I_i \u001b[39m>\u001b[39m\u001b[39m=\u001b[39m f_chaud(T_i[\u001b[39m0\u001b[39m:n]), I_i \u001b[39m>\u001b[39m\u001b[39m=\u001b[39m \u001b[39m0\u001b[39m]\n\u001b[0;32m     43\u001b[0m probleme \u001b[39m=\u001b[39m cp\u001b[39m.\u001b[39mProblem(objectif, contraintes)\n\u001b[1;32m---> 44\u001b[0m probleme\u001b[39m.\u001b[39;49msolve(solver\u001b[39m=\u001b[39;49mcp\u001b[39m.\u001b[39;49mSCIPY, scipy_options\u001b[39m=\u001b[39;49m{\u001b[39m\"\u001b[39;49m\u001b[39mmethod\u001b[39;49m\u001b[39m\"\u001b[39;49m:\u001b[39m\"\u001b[39;49m\u001b[39mhighs\u001b[39;49m\u001b[39m\"\u001b[39;49m})\n\u001b[0;32m     46\u001b[0m \u001b[39mreturn\u001b[39;00m objectif\u001b[39m.\u001b[39mvalue\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\cvxpy\\problems\\problem.py:493\u001b[0m, in \u001b[0;36mProblem.solve\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m    491\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m    492\u001b[0m     solve_func \u001b[39m=\u001b[39m Problem\u001b[39m.\u001b[39m_solve\n\u001b[1;32m--> 493\u001b[0m \u001b[39mreturn\u001b[39;00m solve_func(\u001b[39mself\u001b[39;49m, \u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\cvxpy\\problems\\problem.py:1064\u001b[0m, in \u001b[0;36mProblem._solve\u001b[1;34m(self, solver, warm_start, verbose, gp, qcp, requires_grad, enforce_dpp, ignore_dpp, canon_backend, **kwargs)\u001b[0m\n\u001b[0;32m   1060\u001b[0m     s\u001b[39m.\u001b[39mLOGGER\u001b[39m.\u001b[39minfo(\n\u001b[0;32m   1061\u001b[0m             \u001b[39m'\u001b[39m\u001b[39mInvoking solver \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m  to obtain a solution.\u001b[39m\u001b[39m'\u001b[39m,\n\u001b[0;32m   1062\u001b[0m             solving_chain\u001b[39m.\u001b[39mreductions[\u001b[39m-\u001b[39m\u001b[39m1\u001b[39m]\u001b[39m.\u001b[39mname())\n\u001b[0;32m   1063\u001b[0m start \u001b[39m=\u001b[39m time\u001b[39m.\u001b[39mtime()\n\u001b[1;32m-> 1064\u001b[0m solution \u001b[39m=\u001b[39m solving_chain\u001b[39m.\u001b[39;49msolve_via_data(\n\u001b[0;32m   1065\u001b[0m     \u001b[39mself\u001b[39;49m, data, warm_start, verbose, kwargs)\n\u001b[0;32m   1066\u001b[0m end \u001b[39m=\u001b[39m time\u001b[39m.\u001b[39mtime()\n\u001b[0;32m   1067\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_solve_time \u001b[39m=\u001b[39m end \u001b[39m-\u001b[39m start\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\cvxpy\\reductions\\solvers\\solving_chain.py:410\u001b[0m, in \u001b[0;36mSolvingChain.solve_via_data\u001b[1;34m(self, problem, data, warm_start, verbose, solver_opts)\u001b[0m\n\u001b[0;32m    374\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39msolve_via_data\u001b[39m(\u001b[39mself\u001b[39m, problem, data, warm_start: \u001b[39mbool\u001b[39m \u001b[39m=\u001b[39m \u001b[39mFalse\u001b[39;00m, verbose: \u001b[39mbool\u001b[39m \u001b[39m=\u001b[39m \u001b[39mFalse\u001b[39;00m,\n\u001b[0;32m    375\u001b[0m                    solver_opts\u001b[39m=\u001b[39m{}):\n\u001b[0;32m    376\u001b[0m \u001b[39m    \u001b[39m\u001b[39m\"\"\"Solves the problem using the data output by the an apply invocation.\u001b[39;00m\n\u001b[0;32m    377\u001b[0m \n\u001b[0;32m    378\u001b[0m \u001b[39m    The semantics are:\u001b[39;00m\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m    408\u001b[0m \u001b[39m        a Solution object.\u001b[39;00m\n\u001b[0;32m    409\u001b[0m \u001b[39m    \"\"\"\u001b[39;00m\n\u001b[1;32m--> 410\u001b[0m     \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49msolver\u001b[39m.\u001b[39;49msolve_via_data(data, warm_start, verbose,\n\u001b[0;32m    411\u001b[0m                                       solver_opts, problem\u001b[39m.\u001b[39;49m_solver_cache)\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\cvxpy\\reductions\\solvers\\conic_solvers\\scipy_conif.py:196\u001b[0m, in \u001b[0;36mSCIPY.solve_via_data\u001b[1;34m(self, data, warm_start, verbose, solver_opts, solver_cache)\u001b[0m\n\u001b[0;32m    191\u001b[0m     solution \u001b[39m=\u001b[39m opt\u001b[39m.\u001b[39mlinprog(data[s\u001b[39m.\u001b[39mC], A_ub\u001b[39m=\u001b[39mdata[s\u001b[39m.\u001b[39mG], b_ub\u001b[39m=\u001b[39mdata[s\u001b[39m.\u001b[39mH],\n\u001b[0;32m    192\u001b[0m                            A_eq\u001b[39m=\u001b[39mdata[s\u001b[39m.\u001b[39mA], b_eq\u001b[39m=\u001b[39mdata[s\u001b[39m.\u001b[39mB], method\u001b[39m=\u001b[39mmeth,\n\u001b[0;32m    193\u001b[0m                            options\u001b[39m=\u001b[39msolver_opts[\u001b[39m'\u001b[39m\u001b[39mscipy_options\u001b[39m\u001b[39m'\u001b[39m],\n\u001b[0;32m    194\u001b[0m                            integrality\u001b[39m=\u001b[39mintegrality, bounds\u001b[39m=\u001b[39mbounds)\n\u001b[0;32m    195\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m--> 196\u001b[0m     solution \u001b[39m=\u001b[39m opt\u001b[39m.\u001b[39;49mlinprog(data[s\u001b[39m.\u001b[39;49mC], A_ub\u001b[39m=\u001b[39;49mdata[s\u001b[39m.\u001b[39;49mG], b_ub\u001b[39m=\u001b[39;49mdata[s\u001b[39m.\u001b[39;49mH],\n\u001b[0;32m    197\u001b[0m                            A_eq\u001b[39m=\u001b[39;49mdata[s\u001b[39m.\u001b[39;49mA], b_eq\u001b[39m=\u001b[39;49mdata[s\u001b[39m.\u001b[39;49mB], method\u001b[39m=\u001b[39;49mmeth,\n\u001b[0;32m    198\u001b[0m                            options\u001b[39m=\u001b[39;49msolver_opts[\u001b[39m'\u001b[39;49m\u001b[39mscipy_options\u001b[39;49m\u001b[39m'\u001b[39;49m],\n\u001b[0;32m    199\u001b[0m                            bounds\u001b[39m=\u001b[39;49mbounds)\n\u001b[0;32m    201\u001b[0m \u001b[39m# Replace `scipy_options` method to avoid future warnings.\u001b[39;00m\n\u001b[0;32m    202\u001b[0m solver_opts[\u001b[39m\"\u001b[39m\u001b[39mscipy_options\u001b[39m\u001b[39m\"\u001b[39m][\u001b[39m\"\u001b[39m\u001b[39mmethod\u001b[39m\u001b[39m\"\u001b[39m] \u001b[39m=\u001b[39m meth\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\scipy\\optimize\\_linprog.py:637\u001b[0m, in \u001b[0;36mlinprog\u001b[1;34m(c, A_ub, b_ub, A_eq, b_eq, bounds, method, callback, options, x0, integrality)\u001b[0m\n\u001b[0;32m    632\u001b[0m     \u001b[39mraise\u001b[39;00m \u001b[39mNotImplementedError\u001b[39;00m(\u001b[39m\"\u001b[39m\u001b[39mHiGHS solvers do not support the \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m    633\u001b[0m                               \u001b[39m\"\u001b[39m\u001b[39mcallback interface.\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[0;32m    634\u001b[0m highs_solvers \u001b[39m=\u001b[39m {\u001b[39m'\u001b[39m\u001b[39mhighs-ipm\u001b[39m\u001b[39m'\u001b[39m: \u001b[39m'\u001b[39m\u001b[39mipm\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mhighs-ds\u001b[39m\u001b[39m'\u001b[39m: \u001b[39m'\u001b[39m\u001b[39msimplex\u001b[39m\u001b[39m'\u001b[39m,\n\u001b[0;32m    635\u001b[0m                  \u001b[39m'\u001b[39m\u001b[39mhighs\u001b[39m\u001b[39m'\u001b[39m: \u001b[39mNone\u001b[39;00m}\n\u001b[1;32m--> 637\u001b[0m sol \u001b[39m=\u001b[39m _linprog_highs(lp, solver\u001b[39m=\u001b[39;49mhighs_solvers[meth],\n\u001b[0;32m    638\u001b[0m                      \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49msolver_options)\n\u001b[0;32m    639\u001b[0m sol[\u001b[39m'\u001b[39m\u001b[39mstatus\u001b[39m\u001b[39m'\u001b[39m], sol[\u001b[39m'\u001b[39m\u001b[39mmessage\u001b[39m\u001b[39m'\u001b[39m] \u001b[39m=\u001b[39m (\n\u001b[0;32m    640\u001b[0m     _check_result(sol[\u001b[39m'\u001b[39m\u001b[39mx\u001b[39m\u001b[39m'\u001b[39m], sol[\u001b[39m'\u001b[39m\u001b[39mfun\u001b[39m\u001b[39m'\u001b[39m], sol[\u001b[39m'\u001b[39m\u001b[39mstatus\u001b[39m\u001b[39m'\u001b[39m], sol[\u001b[39m'\u001b[39m\u001b[39mslack\u001b[39m\u001b[39m'\u001b[39m],\n\u001b[0;32m    641\u001b[0m                   sol[\u001b[39m'\u001b[39m\u001b[39mcon\u001b[39m\u001b[39m'\u001b[39m], lp\u001b[39m.\u001b[39mbounds, tol, sol[\u001b[39m'\u001b[39m\u001b[39mmessage\u001b[39m\u001b[39m'\u001b[39m]))\n\u001b[0;32m    642\u001b[0m sol[\u001b[39m'\u001b[39m\u001b[39msuccess\u001b[39m\u001b[39m'\u001b[39m] \u001b[39m=\u001b[39m sol[\u001b[39m'\u001b[39m\u001b[39mstatus\u001b[39m\u001b[39m'\u001b[39m] \u001b[39m==\u001b[39m \u001b[39m0\u001b[39m\n",
+      "File \u001b[1;32mc:\\Users\\Gaspar\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\scipy\\optimize\\_linprog_highs.py:372\u001b[0m, in \u001b[0;36m_linprog_highs\u001b[1;34m(lp, solver, time_limit, presolve, disp, maxiter, dual_feasibility_tolerance, primal_feasibility_tolerance, ipm_optimality_tolerance, simplex_dual_edge_weight_strategy, mip_rel_gap, mip_max_nodes, **unknown_options)\u001b[0m\n\u001b[0;32m    369\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m    370\u001b[0m     integrality \u001b[39m=\u001b[39m np\u001b[39m.\u001b[39marray(integrality)\n\u001b[1;32m--> 372\u001b[0m res \u001b[39m=\u001b[39m _highs_wrapper(c, A\u001b[39m.\u001b[39;49mindptr, A\u001b[39m.\u001b[39;49mindices, A\u001b[39m.\u001b[39;49mdata, lhs, rhs,\n\u001b[0;32m    373\u001b[0m                      lb, ub, integrality\u001b[39m.\u001b[39;49mastype(np\u001b[39m.\u001b[39;49muint8), options)\n\u001b[0;32m    375\u001b[0m \u001b[39m# HiGHS represents constraints as lhs/rhs, so\u001b[39;00m\n\u001b[0;32m    376\u001b[0m \u001b[39m# Ax + s = b => Ax = b - s\u001b[39;00m\n\u001b[0;32m    377\u001b[0m \u001b[39m# and we need to split up s by A_ub and A_eq\u001b[39;00m\n\u001b[0;32m    378\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39m'\u001b[39m\u001b[39mslack\u001b[39m\u001b[39m'\u001b[39m \u001b[39min\u001b[39;00m res:\n",
+      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
+     ]
     }
    ],
    "source": [
@@ -1336,7 +1657,7 @@
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    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.13"
+   "version": "3.11.3"
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