From f03692d7cfb37fa4eb8ec3db11fe6bc459822b3f Mon Sep 17 00:00:00 2001
From: alexxtrem <127242251+alexxtrem@users.noreply.github.com>
Date: Thu, 18 May 2023 18:19:36 +0200
Subject: [PATCH] kqjlfsk

---
 Projet-LINMA1702-2023-v2.ipynb | 78 ++++++++++++++++++++++------------
 1 file changed, 50 insertions(+), 28 deletions(-)

diff --git a/Projet-LINMA1702-2023-v2.ipynb b/Projet-LINMA1702-2023-v2.ipynb
index f78cba3..7365fd6 100644
--- a/Projet-LINMA1702-2023-v2.ipynb
+++ b/Projet-LINMA1702-2023-v2.ipynb
@@ -74,7 +74,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 124,
+   "execution_count": 144,
    "id": "08fb3b94",
    "metadata": {},
    "outputs": [],
@@ -104,7 +104,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 125,
+   "execution_count": 145,
    "id": "30d3cb31",
    "metadata": {},
    "outputs": [],
@@ -136,7 +136,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 126,
+   "execution_count": 146,
    "id": "6f3f138a",
    "metadata": {},
    "outputs": [],
@@ -165,7 +165,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 127,
+   "execution_count": 147,
    "id": "55614aa7",
    "metadata": {},
    "outputs": [],
@@ -199,7 +199,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 128,
+   "execution_count": 148,
    "id": "2aa90a1b",
    "metadata": {},
    "outputs": [],
@@ -236,7 +236,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 129,
+   "execution_count": 149,
    "id": "fa2e9678",
    "metadata": {},
    "outputs": [],
@@ -311,7 +311,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 130,
+   "execution_count": 150,
    "id": "922de5b4",
    "metadata": {},
    "outputs": [
@@ -321,7 +321,7 @@
        "8.112026533505118"
       ]
      },
-     "execution_count": 130,
+     "execution_count": 150,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -345,7 +345,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 131,
+   "execution_count": 151,
    "id": "86342dc9",
    "metadata": {},
    "outputs": [
@@ -422,7 +422,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 132,
+   "execution_count": 152,
    "id": "3c2a6c3e",
    "metadata": {},
    "outputs": [
@@ -432,7 +432,7 @@
        "1.8115529300351545"
       ]
      },
-     "execution_count": 132,
+     "execution_count": 152,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -460,7 +460,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 133,
+   "execution_count": 153,
    "id": "cefbc06c",
    "metadata": {},
    "outputs": [
@@ -632,7 +632,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 134,
+   "execution_count": 154,
    "id": "ac4d6894",
    "metadata": {},
    "outputs": [],
@@ -660,7 +660,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 135,
+   "execution_count": 155,
    "id": "096c6386",
    "metadata": {},
    "outputs": [],
@@ -690,7 +690,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 136,
+   "execution_count": 156,
    "id": "3b228554",
    "metadata": {},
    "outputs": [
@@ -720,7 +720,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 137,
+   "execution_count": 157,
    "id": "b331c627",
    "metadata": {},
    "outputs": [],
@@ -791,7 +791,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 138,
+   "execution_count": 158,
    "id": "f2d615c4",
    "metadata": {},
    "outputs": [
@@ -801,7 +801,7 @@
        "6844.430249763985"
       ]
      },
-     "execution_count": 138,
+     "execution_count": 158,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -830,7 +830,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 139,
+   "execution_count": 159,
    "id": "e6d9554a",
    "metadata": {},
    "outputs": [
@@ -899,7 +899,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 142,
+   "execution_count": 160,
    "id": "852abdb9",
    "metadata": {},
    "outputs": [
@@ -909,7 +909,7 @@
        "0.0"
       ]
      },
-     "execution_count": 142,
+     "execution_count": 160,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -938,7 +938,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 143,
+   "execution_count": 161,
    "id": "27b25fce",
    "metadata": {},
    "outputs": [
@@ -1054,7 +1054,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 162,
    "id": "4f3518c7",
    "metadata": {},
    "outputs": [],
@@ -1127,7 +1127,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 163,
    "id": "0d86e9f4",
    "metadata": {},
    "outputs": [],
@@ -1163,10 +1163,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 164,
    "id": "85a5e73a",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "plt.plot(np.arange(1, 101), inconfort_minimal, color='purple', linewidth=2, alpha = 0.3)\n",
     "plt.plot(100, inconfort_minimal[-1], 'or', markersize=10, label=f\"Budget minimum pour inconfort nul = {cout_minimal_obtenu_a_la_tache_1}\")\n",
@@ -1199,10 +1210,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 165,
    "id": "b94f582a",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "n = 1000\n",
     "budget = 10*np.random.rand(n)\n",
-- 
GitLab