a3-algorithmique-avancee/.ipynb_checkpoints/Projet_algo-checkpoint.ipynb
2023-06-07 14:38:18 +02:00

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{
"cells": [
{
"cell_type": "markdown",
"id": "83c2b1e7-b401-4a15-adf0-d43cebf9ad81",
"metadata": {},
"source": [
"# Projet algorithme # \n"
]
},
{
"cell_type": "markdown",
"id": "0b4f92e5-ac40-4491-983d-890c4f0f6694",
"metadata": {},
"source": [
"## Contexte du projet: \n"
]
},
{
"cell_type": "markdown",
"id": "5f483b31-1246-4f00-ae39-718ef92ce9eb",
"metadata": {},
"source": [
"L'ADEME a lancé un appel à manifestation d'intérêt pour développer des solutions de mobilité adaptées à différents territoires. CesiCDP, en collaboration avec des partenaires, s'est spécialisé dans la Mobilité Multimodale Intelligente. Dans le cadre de cet appel, l'équipe de CesiCDP travaille sur la gestion de tournées de livraison pour minimiser les trajets et optimiser l'efficacité. L'objectif est d'obtenir de nouveaux marchés et des financements pour poursuivre le développement de l'entreprise. Des contraintes supplémentaires seront ajoutées pour rendre le problème plus réaliste et intéressant pour l'ADEME."
]
},
{
"cell_type": "markdown",
"id": "fc23daaf-9f25-4c5a-bf6c-300a7ed8d623",
"metadata": {},
"source": [
"Notre but est de réaliser un algorithme permettant de passer par tous les points de livraisons avec un temps optimisé."
]
},
{
"cell_type": "markdown",
"id": "d633beb7-8f26-46d4-9cd9-1d0093e5b5c3",
"metadata": {},
"source": [
"## Contrainte :\n"
]
},
{
"cell_type": "markdown",
"id": "35fc1c3c-d7a9-4423-a948-aa00ab51dbf4",
"metadata": {},
"source": [
"Les contraintes que nous avons choisi sont les suivantes:\n",
"- Avoir plusieurs camions disponible simultanément pour effectuer les livraisons.\n",
"- Fenêtre de temps de livraison pour chaque object\n"
]
},
{
"cell_type": "markdown",
"id": "ba356166-604a-4627-ac0f-93b76eb7a22d",
"metadata": {},
"source": [
"## Formulation du problème"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "c4d6888b-14e6-4745-880f-0a063ebf7476",
"metadata": {},
"source": [
"Le problème que nous avons avec les contraintes ci-dessus est le problème VRPTW (Vehicule Routing Problem avec la contrainte supplémentaire de Time Window).\n",
"\n",
"- Tous les clients doivent être déservis\n",
"- Un client ne peut être servi que par un et un seul véhicule.\n",
"- En quittant un client, un véhicule peut aller que vers un seul autre client.\n",
"- Un véhicule ne peut servir un client que s'il a assez de capacité pour servir le client.\n",
"\n",
"On va donc affecter chaque client à une tournée effectué par un seul véhicule.\n",
"\n",
"e.\n",
"\n",
"\n",
"\n",
"\n",
"\n"
]
},
{
"cell_type": "markdown",
"id": "3346ae96-1c36-4e9d-9480-3ab4657c7d68",
"metadata": {},
"source": [
"## Objectifs\n"
]
},
{
"cell_type": "markdown",
"id": "50a3e56e-3bdc-4f2c-a811-8433ffeb2a34",
"metadata": {},
"source": [
"L'objectif de notre algorithme est de calculer et de fournir les meilleurs itinéraires pour pouvoir livrer tout les clients avec le nombre de camion disponible. \n",
"\n"
]
},
{
"cell_type": "markdown",
"id": "dbd49849-988e-4915-8e28-e00085f4b97e",
"metadata": {},
"source": [
"Il est possible de minimiser le nombre de camion nécessaire en optimisant les trajets et leurs temps.\n",
"Il faut donc pour cela minimiser le temps de chaque parcours."
]
},
{
"cell_type": "markdown",
"id": "16b3b8a7-4658-4509-a511-7a395654e6f1",
"metadata": {},
"source": [
"## Modélisation mathématique"
]
},
{
"cell_type": "markdown",
"id": "286caeb7-26cb-486a-b5f0-94a3f24811fd",
"metadata": {},
"source": [
"Nous allons représenter notre problème par un graphe <br>\n",
"$G=(V,E)$\n",
"\n",
"$V$ représente les sommets du graphe qui correspondent aux clients\n",
"\n",
"$E$ représente les arcs entre deux clients $i,j \\in V$\n",
"\n",
"\n",
"\n",
"On a un ensemble $C=\\{1,2,...,n_c\\}$ de clients qui doivent obtenir leur livraison qui provient du dépot.\n",
"\n",
"\n",
"L'ensemble des emplacements des clients est défini comme :\n",
"$V = C \\cup \\{0, n_c+1\\} $\n",
"\n",
"$0$ et $n_c+1$ représente le dépot, puisqu'on doit revenir au point de départ le dépots est le dernier client plus un. \n",
"\n",
"\n",
"On a un ensemble $V=\\{1,2,...,n_v\\}$ de véhicule disponible et chaque véhicule possède une capacité $Q$.\n",
"\n",
"\n",
"\n",
"# Variables de décisions: \n",
"\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"\n"
]
},
{
"cell_type": "markdown",
"id": "5a3512bc-02da-4e2d-b8f6-65e70c3fe686",
"metadata": {},
"source": [
"Variables de décision:\n",
"- Un ensemble de k véhicule\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "1c4d41d9-9190-4050-b823-8054aebf6939",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 6,
"id": "337db031-2e38-4b6d-9d57-74e277d7f033",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[[0 0 0 ... 0 0 0]\n",
" [0 0 0 ... 0 0 0]\n",
" [0 0 0 ... 0 0 0]\n",
" ...\n",
" [0 0 0 ... 0 0 0]\n",
" [0 0 0 ... 0 0 0]\n",
" [0 0 0 ... 0 0 0]]\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import random\n",
"import networkx as nx\n",
"import matplotlib.pyplot as plt\n",
"\n",
"def generate_graph(num_nodes):\n",
" # Créer un graphe vide\n",
" G = nx.Graph()\n",
" # Ajouter les sommets au graphe\n",
" G.add_nodes_from(range(1, num_nodes + 1))\n",
" # Ajouter au moins deux arêtes par sommet\n",
" for node in G.nodes():\n",
" connected_nodes = sorted(set(G.nodes()) - {node}) # Exclure le sommet lui-même et trier les nœuds\n",
" random_nodes = random.sample(connected_nodes, 2)\n",
" G.add_edges_from([(node, random_nodes[0]), (node, random_nodes[1])])\n",
" # Ajouter des arêtes supplémentaires de manière aléatoire\n",
" while not nx.is_connected(G):\n",
" node1, node2 = random.sample(G.nodes(), 2)\n",
" if not G.has_edge(node1, node2):\n",
" G.add_edge(node1, node2)\n",
" return G\n",
"\n",
"graph = generate_graph(100)\n",
"A = nx.adjacency_matrix(graph)\n",
"\n",
"print(A.todense())\n",
"\n",
"# Dessiner le graphe\n",
"nx.draw(graph, with_labels=True)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "8266e414-d350-4101-8f15-9cc05ee02934",
"metadata": {},
"outputs": [],
"source": [
"#k Nombre de camion disponible\n",
"k = 4\n",
"\n",
"\n",
"class Ant: \n",
" \n",
"\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "5a55bfc8-a5b5-4b25-b924-ee906b7b3d7e",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "301fb5e8-9804-4592-9193-5915f1b9ecad",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.2"
}
},
"nbformat": 4,
"nbformat_minor": 5
}