a3-algorithmique-avancee/Projet_algo.ipynb
2023-06-13 13:38:18 +02:00

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{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"id": "83c2b1e7-b401-4a15-adf0-d43cebf9ad81",
"metadata": {},
"source": [
"# Projet algorithme # \n"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "0b4f92e5-ac40-4491-983d-890c4f0f6694",
"metadata": {},
"source": [
"## Contexte du projet: \n"
]
},
{
"attachments": {},
"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."
]
},
{
"attachments": {},
"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."
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "d633beb7-8f26-46d4-9cd9-1d0093e5b5c3",
"metadata": {},
"source": [
"## Contraintes choisies :\n"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "35fc1c3c-d7a9-4423-a948-aa00ab51dbf4",
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"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"
]
},
{
"attachments": {},
"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": [
"Soit un graphe $G=(V,E)$, où $V$ est l'ensemble des villes (ou points de livraison) et $E$ est l'ensemble des routes entre les villes. Chaque ville $v∈V$ a une fenêtre de temps de livraison $[a_v,b_v]$, où $a_v$ est le début de la fenêtre et $b_v$ est la fin de la fenêtre. Il y a $k$ camions disponibles pour effectuer les livraisons.\n",
"\n",
"Le problème consiste à trouver une tournée pour chaque camion, de manière à ce que toutes les livraisons soient effectuées dans leurs fenêtres de temps respectives et que la date de retour du dernier camion à la base soit minimisée.\n",
"\n",
"\n",
"Le problème que nous avons avec les contraintes ci-dessus est le problème du VRPTW (Vehicule Routing Problem avec la contrainte supplémentaire de fenêtres d'ouverture)."
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "6d392f68",
"metadata": {},
"source": [
"## Contraintes du problème"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "f95dba22",
"metadata": {},
"source": [
"Liste des contraintes du problème:\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."
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "16b3b8a7-4658-4509-a511-7a395654e6f1",
"metadata": {},
"source": [
"## Modélisation mathématique"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "b54bfa8c",
"metadata": {},
"source": [
"### Ensemble et paramètres:"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "637eb295",
"metadata": {},
"source": [
"$V=\\{0,1,2,...,n\\}$ : l'ensemble des villes, où 0 est la base (ou le dépôt) et $1,2,...,n$ sont les villes de livraison. <br>\n",
"$K=\\{1,2,...,k\\}$ : l'ensemble des camions. <br>\n",
"$d_{ij}$ : la distance (ou le temps de trajet) de la ville ii à la ville $j$. <br>\n",
"$[a_i,b_i]$ : la fenêtre de temps de livraison pour la ville $i$. <br>\n",
"$M$ : une grande constante."
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "1219e4f2",
"metadata": {},
"source": [
"### Variables de décision:"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "a6d398fa",
"metadata": {},
"source": [
"$x_{ijk}$ : variable binaire qui vaut 1 si le camion $k$ se déplace de la ville $i$ à la ville $j$, et 0 sinon. <br>\n",
"$t_{ik}$ : le moment où le camion $k$ arrive à la ville $i$."
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "e635cf14",
"metadata": {},
"source": [
"### Fonction objective:"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "56652859",
"metadata": {},
"source": [
"Minimiser $Z=max_{k∈K}t_{0k}$"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "a1465000",
"metadata": {},
"source": [
"### Contraintes:\n",
"Chaque ville est visitée une fois et une seule fois : $$\\sum_{k∈K} \\sum_{j∈V} x_{ijk} = 1, ∀i \\in V \\{0\\}$$\n",
"\n",
"Si un camion se déplace de la ville ii à la ville $j$, alors le moment d'arrivée à la ville $j$ doit être plus grand que le moment d'arrivée à la ville $i$ plus le temps de trajet : $$t_{ik}+d_{ij} \\leq t_{jk}+M(1x_{ijk}),∀i,j \\in V,i \\ne j,∀k \\in K$$\n",
"\n",
"Les fenêtres de temps de livraison doivent être respectées : $$a_i \\leq t_{ik} \\leq b_i, ∀i \\in V \\{0 \\},∀k \\in K$$\n",
"\n",
"Les contraintes de flux pour garantir que si un camion entre dans une ville, il doit également en sortir :\n",
"$$i \\in V,i \\ne j∑xijk=i∈V,i \\ne j∑xjik=yjk,∀j∈V,∀k∈K$$"
]
},
{
"attachments": {},
"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"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "5a3512bc-02da-4e2d-b8f6-65e70c3fe686",
"metadata": {},
"source": [
"Variables de décision:\n",
"- Un ensemble de k véhicule\n"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "7670fdf4-884c-4352-83fa-eed0c8b50074",
"metadata": {},
"source": [
"# Initialisation de la matrice"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "337db031-2e38-4b6d-9d57-74e277d7f033",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[[inf 1. 1. 2. 1. 1. 2. 1. 2. 2. 2.]\n",
" [ 1. inf 2. 1. 2. 2. 3. 2. 3. 1. 3.]\n",
" [ 1. 2. inf 3. 2. 2. 1. 2. 1. 1. 2.]\n",
" [ 2. 1. 3. inf 1. 3. 4. 2. 3. 2. 4.]\n",
" [ 1. 2. 2. 1. inf 2. 3. 1. 2. 1. 3.]\n",
" [ 1. 2. 2. 3. 2. inf 2. 1. 1. 3. 1.]\n",
" [ 2. 3. 1. 4. 3. 2. inf 3. 2. 2. 1.]\n",
" [ 1. 2. 2. 2. 1. 1. 3. inf 1. 2. 2.]\n",
" [ 2. 3. 1. 3. 2. 1. 2. 1. inf 2. 1.]\n",
" [ 2. 1. 1. 2. 1. 3. 2. 2. 2. inf 3.]\n",
" [ 2. 3. 2. 4. 3. 1. 1. 2. 1. 3. inf]]\n",
"[[0 1 1 0 1 1 0 1 0 0 0]\n",
" [1 0 0 1 0 0 0 0 0 1 0]\n",
" [1 0 0 0 0 0 1 0 1 1 0]\n",
" [0 1 0 0 1 0 0 0 0 0 0]\n",
" [1 0 0 1 0 0 0 1 0 1 0]\n",
" [1 0 0 0 0 0 0 1 1 0 1]\n",
" [0 0 1 0 0 0 0 0 0 0 1]\n",
" [1 0 0 0 1 1 0 0 1 0 0]\n",
" [0 0 1 0 0 1 0 1 0 0 1]\n",
" [0 1 1 0 1 0 0 0 0 0 0]\n",
" [0 0 0 0 0 1 1 0 1 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",
"import numpy as np\n",
"\n",
"def generate_graph(num_nodes):\n",
" G = nx.Graph()\n",
" G.add_nodes_from(range(num_nodes + 1))\n",
" \n",
" for node in G.nodes():\n",
" connected_nodes = sorted(set(G.nodes()) - {node})\n",
" if len(connected_nodes) < 2:\n",
" continue\n",
" distance1 = random.randint(1, 10)\n",
" distance2 = random.randint(1, 10)\n",
" random_nodes = random.sample(connected_nodes, 2)\n",
" G.add_edges_from([(node, random_nodes[0], {'distance': distance1}),\n",
" (node, random_nodes[1], {'distance': distance2})])\n",
"\n",
" while not nx.is_connected(G):\n",
" node1, node2 = random.sample(G.nodes(), 2)\n",
" if not G.has_edge(node1, node2):\n",
" distance = random.randint(1, 10)\n",
" G.add_edge(node1, node2, distance=distance)\n",
"\n",
" return G\n",
"\n",
"graph = generate_graph(10)\n",
"A = nx.adjacency_matrix(graph).todense()\n",
"\n",
"def generate_distance_matrix(graph):\n",
" distance_matrix = dict(nx.floyd_warshall(graph))\n",
" num_nodes = graph.number_of_nodes()\n",
" distance_array = np.full((num_nodes, num_nodes), np.inf)\n",
" for i, row in distance_matrix.items():\n",
" for j, distance in row.items():\n",
" if i != j:\n",
" distance_array[i][j] = distance\n",
" return distance_array\n",
"\n",
"\n",
"\n",
"# Générer la matrice de distances\n",
"distance_matrix = generate_distance_matrix(graph)\n",
"\n",
"# Afficher la matrice de distances\n",
"print(distance_matrix)\n",
"\n",
"\n",
"print(A)\n",
"\n",
"# Dessiner le graphe\n",
"nx.draw(graph, with_labels=True)\n",
"plt.show()"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "0bcb13e3-9f98-4601-8140-8a2147757aed",
"metadata": {},
"source": [
"Définition des données du problème VRPTW"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "8266e414-d350-4101-8f15-9cc05ee02934",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"10\n",
"Client 0 : (0, inf)\n",
"Client 1 : (35, 66)\n",
"Client 2 : (48, 88)\n",
"Client 3 : (87, 137)\n",
"Client 4 : (45, 67)\n",
"Client 5 : (36, 69)\n",
"Client 6 : (57, 97)\n",
"Client 7 : (24, 38)\n",
"Client 8 : (21, 50)\n",
"Client 9 : (50, 83)\n",
"Client 10 : (100, 119)\n",
"[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n",
"[(0, 7), (0, 1), (0, 2), (0, 4), (0, 5), (1, 9), (1, 3), (2, 9), (2, 6), (2, 8), (3, 4), (4, 7), (4, 9), (5, 7), (5, 8), (5, 10), (6, 10), (7, 8), (8, 10)]\n"
]
}
],
"source": [
"\n",
"#k Nombre de camion disponible\n",
"num_truck = 4\n",
"\n",
"# 2. Attribuer les fenêtres de temps aux clients\n",
"def assign_time_windows(graph):\n",
" # Créer un dictionnaire pour stocker les fenêtres de temps des clients\n",
" time_windows = {}\n",
"\n",
" # Définir la fenêtre de temps pour le dépôt central (nœud 0)\n",
" time_windows[0] = (0, float('inf'))\n",
"\n",
" # Assigner une fenêtre de temps à chaque client\n",
" for node in graph.nodes():\n",
" if node !=0 and node != graph.number_of_nodes() :\n",
" # Générer une fenêtre de temps aléatoire pour chaque client\n",
" start_time = random.randint(0, 100)\n",
" end_time = start_time + random.randint(10, 50)\n",
" time_windows[node] = (start_time, end_time)\n",
" \n",
"\n",
" return time_windows\n",
"\n",
"# Attribuer les fenêtres de temps aux clients\n",
"time_windows = assign_time_windows(graph)\n",
"\n",
"print(max(graph.nodes()))\n",
"# Afficher les fenêtres de temps assignées\n",
"for node, window in time_windows.items():\n",
" print(\"Client\", node, \":\", window)\n",
" \n",
"#paramètres ACO\n",
"\n",
"print(graph.nodes())\n",
"print(graph.edges())\n",
"\n"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "4fcc61cf-b917-4d41-b7c4-e79ffc0c7bcd",
"metadata": {},
"source": [
"# Définition de l'algorithme des fourmis (marche pas encore)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "5a55bfc8-a5b5-4b25-b924-ee906b7b3d7e",
"metadata": {},
"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[19], line 136\u001b[0m\n\u001b[0;32m 134\u001b[0m \u001b[39mfor\u001b[39;00m iteration \u001b[39min\u001b[39;00m \u001b[39mrange\u001b[39m(num_iterations):\n\u001b[0;32m 135\u001b[0m \u001b[39mfor\u001b[39;00m ant \u001b[39min\u001b[39;00m \u001b[39mrange\u001b[39m(num_ants):\n\u001b[1;32m--> 136\u001b[0m solution , solution_length \u001b[39m=\u001b[39m generate_solution(graph, pheromones, alpha, beta, time_windows, num_truck)\n\u001b[0;32m 138\u001b[0m deposit_pheromones(pheromones, solution, solution_length, deposit_amount)\n\u001b[0;32m 140\u001b[0m \u001b[39mif\u001b[39;00m solution_length \u001b[39m<\u001b[39m best_solution_length:\n",
"Cell \u001b[1;32mIn[19], line 92\u001b[0m, in \u001b[0;36mgenerate_solution\u001b[1;34m(graph, pheromones, alpha, beta, time_windows, num_truck)\u001b[0m\n\u001b[0;32m 89\u001b[0m \u001b[39mwhile\u001b[39;00m remaining_nodes:\n\u001b[0;32m 90\u001b[0m probabilities \u001b[39m=\u001b[39m calculate_probabilities(graph, pheromones, current_node, visited_nodes, remaining_nodes, alpha, beta, time_windows, current_truck)\n\u001b[1;32m---> 92\u001b[0m next_node \u001b[39m=\u001b[39m select_next_node(probabilities, remaining_nodes)\n\u001b[0;32m 94\u001b[0m edge_data \u001b[39m=\u001b[39m graph\u001b[39m.\u001b[39mget_edge_data(current_node, next_node)\n\u001b[0;32m 95\u001b[0m \u001b[39mif\u001b[39;00m edge_data \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n",
"Cell \u001b[1;32mIn[19], line 67\u001b[0m, in \u001b[0;36mselect_next_node\u001b[1;34m(probabilities, remaining_nodes)\u001b[0m\n\u001b[0;32m 63\u001b[0m \u001b[39mif\u001b[39;00m random_number \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m cumulative_probability:\n\u001b[0;32m 64\u001b[0m \u001b[39mreturn\u001b[39;00m neighbor_node\n\u001b[1;32m---> 67\u001b[0m \u001b[39mif\u001b[39;00m probabilities:\n\u001b[0;32m 68\u001b[0m \u001b[39mreturn\u001b[39;00m random\u001b[39m.\u001b[39mchoice([neighbor_node \u001b[39mfor\u001b[39;00m neighbor_node, _ \u001b[39min\u001b[39;00m probabilities])\n\u001b[0;32m 69\u001b[0m \u001b[39melse\u001b[39;00m:\n",
"\u001b[1;31mKeyboardInterrupt\u001b[0m: "
]
}
],
"source": [
"# Nombre de fourmis\n",
"num_ants = 10\n",
"num_iterations = 100\n",
"alpha = 1 #importance de la phéromone\n",
"beta = 2 #importance de la distance\n",
"evaporation_rate = 0.5\n",
"\n",
"deposit_amount = 1\n",
"\n",
"pheromones = np.ones((max(graph.nodes()), max(graph.nodes()))) #matrice de phéromones\n",
"\n",
"\n",
"def evaporate_pheromones(pheromones, evaporation_rate):\n",
" pheromones *= (1 - evaporation_rate)\n",
"\n",
"def deposit_pheromones(pheromones, path, path_lengh, deposit_amount):\n",
" for i in range(len(path) - 1):\n",
" pheromones[path[i], path[i+1]] += deposit_amount / path_length\n",
"\n",
" pheromones[path[-1], 0] += deposit_amount / path_length\n",
"\n",
"\n",
"def check_time_window(neighbor_node, visited_nodes, time_windows, truck):\n",
" if neighbor_node ==0:\n",
" return True\n",
" \n",
" current_time = truck['current_time']\n",
" start_time, end_time = time_windows[neighbor_node -1]\n",
" if start_time <= current_time <= end_time:\n",
" return True\n",
"\n",
" else: return False\n",
" \n",
"\n",
"\n",
"def calculate_probabilities(graph, pheromones, current_node, visited_nodes, remaining_nodes, alpha, beta, time_windows, truck):\n",
" probabilities = []\n",
" total_probability = 0\n",
"\n",
" for neighbor_node in remaining_nodes:\n",
" if graph.has_edge(current_node, neighbor_node) and check_time_window(neighbor_node, visited_nodes, time_windows, truck):\n",
" distance = graph[current_node][neighbor_node]['distance']\n",
"\n",
" if not np.isinf(distance):\n",
" pheromone = pheromones[current_node][neighbor_node]\n",
" heuristic = 1 / distance\n",
" probability = (pheromone ** alpha) * (heuristic ** beta)\n",
" probabilities.append((neighbor_node, probability))\n",
" total_probability += probability\n",
"\n",
" # Normalisation des probabilités\n",
" probabilities = [(neighbor_node, probability / total_probability) for neighbor_node, probability in probabilities]\n",
"\n",
" return probabilities\n",
"\n",
"\n",
"def select_next_node(probabilities, remaining_nodes):\n",
" random_number = random.random()\n",
" cumulative_probability = 0\n",
"\n",
" for neighbor_node, probability in probabilities:\n",
" cumulative_probability += probability\n",
" if random_number <= cumulative_probability:\n",
" return neighbor_node\n",
"\n",
" \n",
" if probabilities:\n",
" return random.choice([neighbor_node for neighbor_node, _ in probabilities])\n",
" else:\n",
" return random.choice(list(remaining_nodes))\n",
"\n",
"\n",
"\n",
"\n",
"def generate_solution(graph, pheromones, alpha, beta, time_windows, num_truck):\n",
" num_nodes = graph.number_of_nodes()\n",
" num_vehicles = min(num_nodes - 1, num_truck) # Nombre de camions à utiliser\n",
"\n",
" solution = [[] for _ in range(num_vehicles)] # Liste des chemins pour chaque camion\n",
"\n",
" for truck in range(num_vehicles):\n",
" current_node = 0 # Dépôt central comme point de départ pour chaque camion\n",
" visited_nodes = set([current_node]) # Ensemble des nœuds visités par le camion\n",
" remaining_nodes = set(graph.nodes()) - visited_nodes # Ensemble des nœuds restants\n",
"\n",
" start_time = 0\n",
" current_truck = {'current_time': start_time}\n",
"\n",
" while remaining_nodes:\n",
" probabilities = calculate_probabilities(graph, pheromones, current_node, visited_nodes, remaining_nodes, alpha, beta, time_windows, current_truck)\n",
"\n",
" next_node = select_next_node(probabilities, remaining_nodes)\n",
"\n",
" edge_data = graph.get_edge_data(current_node, next_node)\n",
" if edge_data is not None:\n",
" distance = edge_data['distance']\n",
" start_time = current_truck['current_time'] + distance\n",
" current_truck['current_time'] = start_time\n",
" solution[truck].append((current_node, next_node))\n",
" visited_nodes.add(next_node)\n",
" remaining_nodes.remove(next_node)\n",
" current_node = next_node\n",
"\n",
"\n",
" # Ajouter le retour au dépôt central à la fin du trajet du camion\n",
" solution[truck].append((current_node, 0))\n",
"\n",
" solution_length = calculate_solution_length(graph, solution)\n",
"\n",
" \n",
"\n",
"\n",
" return solution, solution_length\n",
"\n",
"\n",
"def calculate_solution_length(graph, solution):\n",
" length = 0\n",
" for truck_path in solution:\n",
" for i in range(len(truck_path) - 1):\n",
" current_node, next_node = truck_path[i]\n",
" distance = graph[current_node][next_node]['distance']\n",
" if not np.isinf(distance):\n",
"\n",
" length += distance\n",
" return length\n",
"\n",
" \n",
" \n",
"\n",
"# Initialiser la meilleure solution trouvée\n",
"best_solution = None\n",
"best_solution_length = float('inf')\n",
"\n",
"for iteration in range(num_iterations):\n",
" for ant in range(num_ants):\n",
" solution , solution_length = generate_solution(graph, pheromones, alpha, beta, time_windows, num_truck)\n",
"\n",
" deposit_pheromones(pheromones, solution, solution_length, deposit_amount)\n",
"\n",
" if solution_length < best_solution_length:\n",
" best_solution = solution\n",
" best_solution_length = solution_length\n",
"\n",
"\n",
" evaporate_pheromones(pheromones, evaporation_rate)\n",
"\n",
"print(\"Meilleure solution trouvée:\", best_solution)\n",
"print(\"Longueur de la meilleure solution:\", best_solution_length)\n",
"\n",
"\n"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "9aac4453",
"metadata": {},
"source": [
"# Test 2 fourmis\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "c177ac22",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[[0. 6. 7. ... 5. 6. 6.]\n",
" [6. 0. 5. ... 6. 8. 6.]\n",
" [7. 5. 0. ... 6. 5. 3.]\n",
" ...\n",
" [5. 6. 6. ... 0. 5. 5.]\n",
" [6. 8. 5. ... 5. 0. 7.]\n",
" [6. 6. 3. ... 5. 7. 0.]]\n",
"[[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": [
"\n",
"import random\n",
"import numpy as np\n",
"import networkx as nx\n",
"import matplotlib.pyplot as plt\n",
"\n",
"def generate_graph(num_nodes):\n",
" G = nx.Graph()\n",
" G.add_nodes_from(range(num_nodes + 1))\n",
" \n",
" for node in G.nodes():\n",
" connected_nodes = sorted(set(G.nodes()) - {node})\n",
" if len(connected_nodes) < 2:\n",
" continue\n",
" distance1 = random.randint(1, 10)\n",
" distance2 = random.randint(1, 10)\n",
" random_nodes = random.sample(connected_nodes, 2)\n",
" G.add_edges_from([(node, random_nodes[0], {'distance': distance1}),\n",
" (node, random_nodes[1], {'distance': distance2})])\n",
"\n",
" while not nx.is_connected(G):\n",
" node1, node2 = random.sample(G.nodes(), 2)\n",
" if not G.has_edge(node1, node2):\n",
" distance = random.randint(1, 10)\n",
" G.add_edge(node1, node2, distance=distance)\n",
"\n",
" # Assigner des positions aléatoires aux nœuds\n",
" pos = {node: (random.uniform(0, 10), random.uniform(0, 10)) for node in G.nodes()}\n",
" nx.set_node_attributes(G, pos, 'pos')\n",
"\n",
" return G\n",
"\n",
"graph = generate_graph(999)\n",
"A = nx.adjacency_matrix(graph).todense()\n",
"\n",
"def generate_distance_matrix(graph):\n",
" distance_matrix = dict(nx.floyd_warshall(graph))\n",
" num_nodes = graph.number_of_nodes()\n",
" distance_array = np.zeros((num_nodes, num_nodes))\n",
" for i, row in distance_matrix.items():\n",
" for j, distance in row.items():\n",
" \n",
" distance_array[i][j] = distance\n",
" return distance_array\n",
"\n",
"\n",
"\n",
"# Générer la matrice de distances\n",
"distance_matrix = generate_distance_matrix(graph)\n",
"\n",
"# Afficher la matrice de distances\n",
"print(distance_matrix)\n",
"\n",
"\n",
"print(A)\n",
"\n",
"pos = nx.get_node_attributes(graph, 'pos')\n",
"# Dessiner le graphe\n",
"nx.draw(graph, with_labels=True)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "301fb5e8-9804-4592-9193-5915f1b9ecad",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Meilleure solution : [29, 454, 56, 249, 934, 996, 547, 229, 170, 907, 483, 453, 958, 84, 559, 415, 756, 428, 19, 890, 533, 477, 774, 511, 642, 136, 777, 797, 630, 325, 899, 782, 7, 337, 236, 16, 318, 179, 743, 586, 684, 113, 647, 600, 852, 368, 514, 176, 117, 662, 536, 451, 73, 152, 691, 862, 223, 478, 543, 738, 452, 50, 173, 532, 193, 706, 991, 427, 984, 243, 521, 191, 849, 905, 275, 322, 13, 665, 66, 854, 104, 343, 970, 6, 735, 253, 74, 139, 882, 464, 928, 319, 190, 309, 461, 690, 147, 291, 276, 989, 535, 966, 106, 431, 699, 930, 280, 576, 356, 643, 866, 573, 683, 802, 475, 976, 936, 707, 429, 47, 565, 764, 333, 745, 9, 257, 28, 245, 435, 838, 950, 994, 634, 785, 940, 815, 627, 701, 417, 102, 300, 228, 37, 715, 503, 729, 975, 742, 574, 588, 953, 875, 230, 472, 120, 468, 667, 432, 768, 670, 15, 668, 675, 923, 463, 391, 987, 792, 349, 375, 167, 737, 426, 34, 676, 305, 348, 795, 131, 833, 493, 123, 199, 303, 207, 595, 485, 405, 25, 70, 148, 281, 210, 530, 972, 182, 625, 697, 566, 423, 763, 912, 399, 163, 902, 437, 889, 603, 761, 296, 277, 678, 138, 597, 365, 140, 932, 860, 510, 791, 169, 92, 904, 301, 954, 846, 8, 60, 931, 49, 537, 525, 723, 46, 933, 959, 346, 80, 839, 225, 177, 751, 40, 604, 411, 584, 482, 563, 581, 320, 783, 258, 915, 943, 422, 479, 842, 920, 76, 71, 75, 731, 967, 841, 807, 384, 352, 711, 285, 302, 57, 531, 314, 825, 529, 460, 734, 222, 489, 776, 949, 980, 620, 938, 393, 151, 944, 637, 474, 353, 339, 244, 196, 524, 447, 380, 879, 726, 494, 38, 269, 334, 809, 853, 937, 121, 677, 661, 373, 626, 878, 403, 945, 858, 154, 231, 445, 188, 209, 500, 705, 822, 736, 638, 652, 672, 336, 840, 110, 688, 293, 409, 674, 721, 557, 304, 143, 865, 926, 918, 844, 288, 458, 857, 355, 41, 414, 335, 636, 252, 12, 757, 556, 103, 202, 856, 522, 471, 52, 189, 948, 814, 801, 186, 402, 175, 312, 553, 973, 951, 88, 197, 397, 247, 446, 999, 570, 548, 673, 203, 59, 550, 264, 506, 235, 759, 897, 611, 111, 749, 771, 476, 725, 130, 969, 456, 635, 594, 466, 516, 263, 505, 513, 780, 527, 94, 434, 770, 956, 385, 492, 824, 868, 788, 388, 805, 178, 896, 748, 118, 361, 784, 639, 371, 248, 187, 778, 369, 164, 379, 836, 96, 922, 17, 156, 800, 992, 430, 523, 916, 457, 561, 695, 260, 696, 279, 374, 215, 773, 421, 172, 947, 587, 599, 623, 158, 254, 455, 212, 26, 618, 818, 767, 283, 942, 251, 997, 541, 685, 129, 664, 605, 727, 577, 703, 367, 859, 981, 450, 181, 310, 323, 11, 911, 730, 957, 558, 87, 850, 694, 401, 520, 507, 713, 67, 519, 893, 512, 698, 832, 387, 444, 578, 883, 396, 941, 656, 804, 681, 44, 473, 894, 2, 390, 161, 286, 960, 971, 487, 819, 83, 268, 651, 552, 758, 98, 459, 442, 449, 194, 51, 861, 517, 499, 155, 704, 887, 27, 845, 86, 663, 508, 881, 490, 657, 848, 162, 498, 900, 299, 702, 90, 835, 724, 908, 504, 282, 816, 632, 351, 89, 198, 633, 32, 515, 294, 978, 648, 669, 545, 3, 544, 255, 741, 206, 619, 491, 21, 22, 821, 4, 607, 146, 316, 317, 810, 448, 628, 982, 221, 564, 168, 404, 408, 961, 892, 100, 1, 205, 986, 345, 796, 501, 869, 615, 344, 266, 653, 806, 39, 877, 567, 955, 837, 327, 718, 847, 990, 787, 271, 964, 127, 54, 488, 224, 486, 160, 646, 876, 14, 716, 382, 119, 811, 398, 708, 963, 109, 183, 728, 560, 108, 542, 469, 126, 180, 219, 338, 624, 114, 870, 354, 591, 895, 608, 551, 358, 909, 710, 753, 687, 400, 760, 769, 518, 43, 995, 125, 441, 308, 572, 270, 363, 579, 546, 609, 983, 347, 324, 395, 267, 988, 781, 58, 831, 55, 410, 585, 903, 218, 77, 562, 0, 133, 61, 211, 465, 621, 898, 48, 42, 332, 192, 689, 124, 443, 134, 273, 644, 714, 424, 569, 261, 166, 968, 812, 370, 534, 307, 610, 284, 91, 540, 82, 33, 830, 979, 64, 144, 439, 436, 239, 820, 150, 105, 813, 686, 418, 885, 823, 185, 851, 631, 329, 495, 101, 919, 63, 195, 755, 700, 79, 659, 297, 287, 914, 278, 880, 946, 554, 660, 654, 290, 315, 746, 137, 750, 350, 153, 921, 99, 568, 386, 962, 298, 128, 722, 682, 232, 874, 717, 85, 467, 5, 589, 794, 828, 786, 69, 658, 331, 719, 174, 328, 886, 406, 917, 582, 274, 826, 843, 240, 313, 220, 641, 201, 484, 376, 381, 740, 871, 680, 808, 132, 863, 233, 571, 754, 834, 747, 901, 650, 413, 692, 360, 171, 242, 583, 272, 45, 227, 24, 78, 965, 803, 592, 378, 389, 366, 913, 311, 497, 200, 509, 36, 666, 208, 935, 184, 601, 416, 974, 31, 115, 265, 204, 157, 612, 246, 762, 775, 793, 602, 733, 640, 262, 649, 539, 165, 985, 765, 321, 622, 295, 929, 306, 924, 481, 392, 829, 772, 732, 289, 590, 671, 53, 241, 234, 528, 952, 226, 425, 20, 62, 993, 141, 292, 238, 93, 538, 709, 613, 739, 744, 149, 256, 575, 910, 817, 580, 377, 645, 616, 629, 364, 23, 480, 655, 330, 977, 720, 383, 340, 555, 617, 679, 341, 372, 888, 65, 906, 712, 864, 438, 407, 939, 462, 789, 35, 470, 790, 122, 873, 81, 342, 18, 145, 526, 693, 433, 549, 112, 213, 606, 593, 116, 250, 779, 496, 884, 412, 214, 135, 394, 752, 925, 872, 362, 799, 30, 614, 10, 998, 107, 97, 596, 237, 326, 357, 420, 359, 259, 72, 927, 95, 142, 217, 216, 798, 766, 855, 867, 68, 891, 159, 827, 440, 598, 419, 502, 0]\n",
"Distance totale : 2245.0\n"
]
}
],
"source": [
"import time\n",
"#Nombre de camion\n",
"num_trucks = 2\n",
"\n",
"# Fonction d'évaluation de la qualité d'une solution (ici, la distance totale)\n",
"def evaluate_solution(solution, distances):\n",
" total_distance = 0\n",
" num_nodes = len(solution)\n",
"\n",
" for i in range(num_nodes - 1):\n",
" current_node = solution[i]\n",
" next_node = solution[i + 1]\n",
" total_distance += distances[current_node][next_node]\n",
"\n",
" # Ajouter la distance de retour au dépôt\n",
" total_distance += distances[solution[-1]][solution[0]]\n",
"\n",
" return total_distance\n",
"\n",
"\n",
"# Algorithme ACO\n",
"def ant_colony_optimization(distances, num_ants, num_iterations, evaporation_rate, alpha, beta):\n",
" num_nodes = len(distances)\n",
" \n",
" pheromone = np.ones((num_nodes, num_nodes)) # Matrice de phéromones initiale\n",
" best_solution = None\n",
" best_distance = float('inf')\n",
"\n",
" start_time = time.time()\n",
"\n",
"\n",
" for iteration in range(num_iterations):\n",
" # Construction de solutions par les fourmis\n",
" solutions = []\n",
"\n",
" for ant in range(num_ants):\n",
" visited = set()\n",
" current_node = random.randint(0, num_nodes - 1)\n",
" visited.add(current_node)\n",
" solution = [current_node]\n",
"\n",
" while len(visited) < num_nodes:\n",
" next_node = None\n",
" probabilities = []\n",
"\n",
" # Calcul des probabilités de choisir chaque prochain nœud\n",
" for node in range(num_nodes):\n",
" if node not in visited:\n",
" pheromone_value = pheromone[current_node][node]\n",
" distance_value = distances[current_node][node]\n",
" probability = (pheromone_value ** alpha) * ((1 / distance_value) ** beta)\n",
" probabilities.append((node, probability))\n",
"\n",
" total_probability = sum(prob for _, prob in probabilities)\n",
" probabilities = [(node, prob / total_probability) for node, prob in probabilities]\n",
"\n",
" # Choix du prochain nœud basé sur les probabilités\n",
" roulette_wheel = random.random()\n",
" probability_sum = 0\n",
"\n",
" for node, probability in probabilities:\n",
" probability_sum += probability\n",
" if probability_sum >= roulette_wheel:\n",
" next_node = node\n",
" break\n",
"\n",
" visited.add(next_node)\n",
" solution.append(next_node)\n",
" current_node = next_node\n",
"\n",
"\n",
" # Ajouter le retour au dépôt central à la fin du trajet\n",
" solution.append(0)\n",
"\n",
" solutions.append(solution)\n",
"\n",
" # Évaluation des solutions et mise à jour de la meilleure solution\n",
" for solution in solutions:\n",
" distance = evaluate_solution(solution, distances)\n",
" if distance < best_distance:\n",
" best_solution = solution\n",
" best_distance = distance\n",
"\n",
" # Mise à jour des phéromones\n",
" pheromone *= evaporation_rate # Évaporation des phéromones existantes\n",
"\n",
" for solution in solutions:\n",
" delta_pheromone = 1 / evaluate_solution(solution, distances)\n",
" for i in range(num_nodes - 1):\n",
" node1 = solution[i]\n",
" node2 = solution[i + 1]\n",
" pheromone[node1][node2] += delta_pheromone\n",
" pheromone[node2][node1] += delta_pheromone\n",
"\n",
"\n",
"\n",
"\n",
" return best_solution, best_distance\n",
"\n",
"\n",
" \n",
"num_ants = 10\n",
"num_iterations = 50\n",
"evaporation_rate = 0.5\n",
"alpha = 1\n",
"beta = 1\n",
"\n",
"\n",
"best_solution, best_distance = ant_colony_optimization(distance_matrix, num_ants, num_iterations, evaporation_rate, alpha, beta)\n",
"\n",
"\n",
"\n",
"print(\"Meilleure solution :\", best_solution)\n",
"print(\"Distance totale :\", best_distance)\n"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "7e878834",
"metadata": {},
"source": [
"# Calcul de l'évolution du temps en fonction du nombre de villes"
]
},
{
"cell_type": "code",
"execution_count": 96,
"id": "2a019d78",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"x_values = [graph.nodes[x]['pos'][0] for x in best_solution]\n",
"y_values = [graph.nodes[x]['pos'][1] for x in best_solution]\n",
"\n",
"# Création de la figure et des axes\n",
"fig, ax = plt.subplots()\n",
"ax.set_aspect('equal')\n",
"ax.set_xlabel('Coordonnée X')\n",
"ax.set_ylabel('Coordonnée Y')\n",
"ax.set_title(\"Tracé du trajet emprunté par les fourmis\")\n",
"\n",
"# Tracer le graphe sans les arêtes\n",
"nx.draw_networkx_nodes(graph, pos=nx.get_node_attributes(graph, 'pos'), ax=ax)\n",
"nx.draw_networkx_labels(graph, pos=nx.get_node_attributes(graph, 'pos'), ax=ax)\n",
"\n",
"# Tracer uniquement le trajet emprunté par les fourmis\n",
"ax.plot(x_values, y_values, linestyle='-', marker='o')\n",
"\n",
"# Tracer une ligne du dernier nœud au premier nœud pour fermer la boucle\n",
"ax.plot([x_values[-1], x_values[0]], [y_values[-1], y_values[0]], linestyle='-', color='r')\n",
"\n",
"# Afficher le graphique\n",
"plt.show()"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "9017d1eb",
"metadata": {},
"source": [
"# Avec un nombre de camion disponible"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "23e32e2a",
"metadata": {},
"outputs": [
{
"ename": "NameError",
"evalue": "name 'time' is not defined",
"output_type": "error",
"traceback": [
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[1;32mIn[2], line 129\u001b[0m\n\u001b[0;32m 126\u001b[0m alpha \u001b[39m=\u001b[39m \u001b[39m1\u001b[39m\n\u001b[0;32m 127\u001b[0m beta \u001b[39m=\u001b[39m \u001b[39m1\u001b[39m\n\u001b[1;32m--> 129\u001b[0m best_truck_solutions, best_distance \u001b[39m=\u001b[39m ant_colony_optimization(distance_matrix, num_ants, num_iterations, evaporation_rate, alpha, beta, num_trucks)\n\u001b[0;32m 133\u001b[0m \u001b[39mprint\u001b[39m(\u001b[39m\"\u001b[39m\u001b[39mMeilleure solution :\u001b[39m\u001b[39m\"\u001b[39m, best_truck_solutions)\n\u001b[0;32m 134\u001b[0m \u001b[39mprint\u001b[39m(\u001b[39m\"\u001b[39m\u001b[39mDistance totale :\u001b[39m\u001b[39m\"\u001b[39m, best_distance)\n",
"Cell \u001b[1;32mIn[2], line 32\u001b[0m, in \u001b[0;36mant_colony_optimization\u001b[1;34m(distances, num_ants, num_iterations, evaporation_rate, alpha, beta, num_trucks)\u001b[0m\n\u001b[0;32m 29\u001b[0m best_solution \u001b[39m=\u001b[39m \u001b[39mNone\u001b[39;00m\n\u001b[0;32m 30\u001b[0m best_distance \u001b[39m=\u001b[39m \u001b[39mfloat\u001b[39m(\u001b[39m'\u001b[39m\u001b[39minf\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m---> 32\u001b[0m start_time \u001b[39m=\u001b[39m time\u001b[39m.\u001b[39mtime()\n\u001b[0;32m 34\u001b[0m \u001b[39mfor\u001b[39;00m iteration \u001b[39min\u001b[39;00m \u001b[39mrange\u001b[39m(num_iterations):\n\u001b[0;32m 35\u001b[0m \u001b[39m# Construction de solutions par les fourmis\u001b[39;00m\n\u001b[0;32m 36\u001b[0m solutions \u001b[39m=\u001b[39m []\n",
"\u001b[1;31mNameError\u001b[0m: name 'time' is not defined"
]
}
],
"source": [
"import concurrent.futures\n",
"num_trucks = 1 # Nombre de camions disponibles\n",
"\n",
"\n",
"# Fonction d'évaluation de la qualité d'une solution (ici, la distance totale)\n",
"def evaluate_solution(solution, distances):\n",
" total_distance = 0\n",
" num_nodes = len(solution)\n",
"\n",
" for i in range(num_nodes - 1):\n",
" current_node = solution[i]\n",
" next_node = solution[i + 1]\n",
" total_distance += distances[current_node][next_node]\n",
"\n",
"\n",
" #if solution[-1] == 0 and len(solution) < num_nodes:\n",
" #return float('inf')\n",
"\n",
" # Ajouter la distance de retour au dépôt\n",
" total_distance += distances[solution[-1]][solution[0]]\n",
"\n",
" return total_distance\n",
"\n",
" \n",
"def ant_colony_optimization(distances, num_ants, num_iterations, evaporation_rate, alpha, beta, num_trucks):\n",
" num_nodes = len(distances)\n",
" \n",
" pheromone = np.ones((num_nodes, num_nodes)) # Matrice de phéromones initiale\n",
" best_solution = None\n",
" best_distance = float('inf')\n",
"\n",
" start_time = time.time()\n",
"\n",
" for iteration in range(num_iterations):\n",
" # Construction de solutions par les fourmis\n",
" solutions = []\n",
"\n",
" for ant in range(num_ants):\n",
" visited = set()\n",
" current_node = random.randint(0, num_nodes - 1)\n",
" visited.add(current_node)\n",
" solution = [current_node]\n",
"\n",
" while len(visited) < num_nodes:\n",
" next_node = None\n",
" probabilities = []\n",
"\n",
" # Calcul des probabilités de choisir chaque prochain nœud\n",
" for node in range(num_nodes):\n",
" if node not in visited and (node !=0 or len(visited) == num_nodes - 1):\n",
" pheromone_value = pheromone[current_node][node]\n",
" distance_value = distances[current_node][node]\n",
" probability = (pheromone_value ** alpha) * ((1 / distance_value) ** beta)\n",
" probabilities.append((node, probability))\n",
"\n",
" total_probability = sum(prob for _, prob in probabilities)\n",
" probabilities = [(node, prob / total_probability) for node, prob in probabilities]\n",
"\n",
" \n",
" roulette_wheel = random.random()\n",
" probability_sum = 0\n",
"\n",
"\n",
" for node, probability in probabilities:\n",
" \n",
" probability_sum += probability\n",
" if probability_sum >= roulette_wheel:\n",
" next_node = node\n",
" break\n",
"\n",
" visited.add(next_node)\n",
" solution.append(next_node)\n",
" current_node = next_node\n",
"\n",
" # Ajouter le retour au dépôt central à la fin du trajet\n",
" solution.append(0)\n",
"\n",
" solutions.append(solution)\n",
"\n",
" # Évaluation des solutions et mise à jour de la meilleure solution\n",
" for solution in solutions:\n",
" distance = evaluate_solution(solution, distances)\n",
" if distance < best_distance:\n",
" best_solution = solution\n",
" best_distance = distance\n",
"\n",
" # Mise à jour des phéromones\n",
" pheromone *= evaporation_rate # Évaporation des phéromones existantes\n",
"\n",
" for solution in solutions:\n",
" delta_pheromone = 1 / evaluate_solution(solution, distances)\n",
" for i in range(num_nodes - 1):\n",
" node1 = solution[i]\n",
" node2 = solution[i + 1]\n",
" pheromone[node1][node2] += delta_pheromone\n",
" pheromone[node2][node1] += delta_pheromone\n",
"\n",
" # Séparer la meilleure solution en trajets pour chaque camion\n",
" truck_solutions = []\n",
" num_nodes_per_truck = num_nodes // num_trucks\n",
"\n",
" for i in range(num_trucks):\n",
" start_index = i * num_nodes_per_truck\n",
" end_index = start_index + num_nodes_per_truck\n",
" truck_solution = best_solution[start_index:end_index]\n",
" truck_solutions.append(truck_solution + [0])\n",
" \n",
"\n",
" \n",
" return truck_solutions, best_distance\n",
"\n",
"\n",
"def trucks_thread(i, num_nodes_per_truck, best_solution, truck_solutions):\n",
" start_index = i * num_nodes_per_truck\n",
" end_index = start_index + num_nodes_per_truck\n",
" truck_solution = best_solution[start_index:end_index]\n",
" truck_solutions.append(truck_solution)\n",
" return truck_solutions\n",
"\n",
"\n",
"\n",
"\n",
"num_ants = 10\n",
"num_iterations = 100\n",
"evaporation_rate = 0.5\n",
"alpha = 1\n",
"beta = 1\n",
"\n",
"best_truck_solutions, best_distance = ant_colony_optimization(distance_matrix, num_ants, num_iterations, evaporation_rate, alpha, beta, num_trucks)\n",
"\n",
"\n",
"\n",
"print(\"Meilleure solution :\", best_truck_solutions)\n",
"print(\"Distance totale :\", best_distance)\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 203,
"id": "106d6902",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Créer une liste de couleurs pour chaque véhicule\n",
"colors = ['red', 'blue', 'green', 'orange', 'purple'] # Ajoutez plus de couleurs si nécessaire\n",
"\n",
"# Création de la figure et des axes\n",
"fig, ax = plt.subplots()\n",
"ax.set_aspect('equal')\n",
"ax.set_xlabel('Coordonnée X')\n",
"ax.set_ylabel('Coordonnée Y')\n",
"ax.set_title(\"Tracé du trajet emprunté par les fourmis\")\n",
"\n",
"# Tracer le graphe sans les arêtes\n",
"nx.draw_networkx_nodes(graph, pos=nx.get_node_attributes(graph, 'pos'), ax=ax)\n",
"nx.draw_networkx_labels(graph, pos=nx.get_node_attributes(graph, 'pos'), ax=ax)\n",
"\n",
"# Tracer chaque trajet de chaque véhicule avec une couleur différente\n",
"for i, truck_solution in enumerate(best_truck_solutions):\n",
" x_values = [graph.nodes[x]['pos'][0] for x in truck_solution]\n",
" y_values = [graph.nodes[x]['pos'][1] for x in truck_solution]\n",
" ax.plot(x_values, y_values, linestyle='-', marker='o', color=colors[i % len(colors)])\n",
"\n",
" # Tracer une ligne du dernier nœud au premier nœud pour fermer la boucle\n",
" ax.plot([x_values[-1], x_values[0]], [y_values[-1], y_values[0]], linestyle='-', color=colors[i % len(colors)])\n",
"\n",
"# Afficher le graphique\n",
"plt.show()"
]
}
],
"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",
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