From 2b7b40e53386af5052885b361ccff2d439d2b0a5 Mon Sep 17 00:00:00 2001 From: Rom168 Date: Wed, 14 Jun 2023 11:33:03 +0200 Subject: [PATCH] multi thread --- Projet_algo.ipynb | 191 ++++++++++++++++++++++++++-------------------- 1 file changed, 110 insertions(+), 81 deletions(-) diff --git a/Projet_algo.ipynb b/Projet_algo.ipynb index 8af40fa..3056a29 100644 --- a/Projet_algo.ipynb +++ b/Projet_algo.ipynb @@ -256,7 +256,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 1, "id": "c177ac22", "metadata": {}, "outputs": [ @@ -264,53 +264,53 @@ "name": "stdout", "output_type": "stream", "text": [ - "[[0. 2. 2. 2. 3. 1. 3. 2. 3. 3. 1. 3. 2. 1. 2. 2. 3. 2. 2. 2. 1.]\n", - " [2. 0. 3. 3. 2. 3. 3. 3. 3. 3. 1. 2. 2. 2. 1. 1. 2. 2. 3. 3. 2.]\n", - " [2. 3. 0. 2. 3. 3. 3. 1. 2. 1. 2. 1. 2. 1. 2. 2. 2. 2. 2. 2. 1.]\n", - " [2. 3. 2. 0. 2. 1. 2. 3. 2. 2. 3. 2. 1. 1. 2. 2. 2. 1. 1. 2. 2.]\n", - " [3. 2. 3. 2. 0. 2. 1. 4. 3. 2. 3. 2. 1. 2. 1. 3. 3. 2. 3. 2. 3.]\n", - " [1. 3. 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", + "image/png": 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", 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" ] @@ -784,7 +784,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 2, "id": "8266e414-d350-4101-8f15-9cc05ee02934", "metadata": { "scrolled": true @@ -796,28 +796,28 @@ "text": [ "20\n", "Client 0 : (0, inf)\n", - "Client 1 : (28, 47)\n", - "Client 2 : (96, 116)\n", - "Client 3 : (49, 79)\n", - "Client 4 : (78, 91)\n", - "Client 5 : (13, 51)\n", - "Client 6 : (17, 55)\n", - "Client 7 : (95, 132)\n", - "Client 8 : (24, 44)\n", - "Client 9 : (75, 116)\n", - "Client 10 : (15, 32)\n", - "Client 11 : (21, 65)\n", - "Client 12 : (72, 118)\n", - "Client 13 : (45, 84)\n", - "Client 14 : (2, 46)\n", - "Client 15 : (26, 38)\n", - "Client 16 : (83, 107)\n", - "Client 17 : (9, 43)\n", - "Client 18 : (21, 33)\n", - "Client 19 : (58, 89)\n", - "Client 20 : (62, 109)\n", + "Client 1 : (19, 60)\n", + "Client 2 : (71, 111)\n", + "Client 3 : (51, 73)\n", + "Client 4 : (96, 127)\n", + "Client 5 : (88, 109)\n", + "Client 6 : (69, 113)\n", + "Client 7 : (24, 67)\n", + "Client 8 : (19, 36)\n", + "Client 9 : (82, 110)\n", + "Client 10 : (43, 66)\n", + "Client 11 : (42, 59)\n", + "Client 12 : (65, 104)\n", + "Client 13 : (79, 90)\n", + "Client 14 : (53, 103)\n", + "Client 15 : (60, 110)\n", + "Client 16 : (65, 102)\n", + "Client 17 : (63, 76)\n", + "Client 18 : (28, 56)\n", + "Client 19 : (27, 73)\n", + "Client 20 : (41, 87)\n", "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20]\n", - "[(0, 5), (0, 13), (0, 10), (0, 20), (1, 10), (1, 14), (1, 15), (2, 13), (2, 20), (2, 7), (2, 9), (2, 11), (3, 13), (3, 18), (3, 5), (3, 12), (3, 17), (4, 14), (4, 12), (4, 6), (5, 12), (6, 17), (6, 19), (7, 20), (8, 9), (8, 17), (8, 19), (9, 16), (9, 12), (10, 20), (11, 16), (11, 14), (11, 18), (12, 14), (13, 14), (13, 19), (13, 15), (13, 18), (15, 16), (15, 17), (16, 17), (17, 20)]\n" + "[(0, 2), (0, 1), (0, 8), (0, 15), (0, 16), (0, 18), (1, 6), (1, 3), (1, 8), (1, 17), (2, 4), (2, 13), (2, 9), (3, 8), (3, 18), (3, 13), (3, 17), (3, 19), (4, 8), (4, 14), (5, 15), (5, 9), (5, 6), (5, 11), (5, 16), (6, 9), (7, 15), (7, 17), (7, 10), (8, 10), (8, 20), (9, 19), (10, 11), (11, 13), (12, 19), (12, 16), (13, 18), (13, 20), (14, 18), (15, 16), (19, 20)]\n" ] } ], @@ -860,26 +860,18 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 11, "id": "901e6b93", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Meilleure solution : [[9, 15, 10, 8, 3, 0], [13, 17, 14, 18, 6, 0], [1, 5, 11, 12, 19, 0], [16, 20, 2, 7, 4, 0]]\n", - "Distance totale : 51.0\n" - ] - } - ], + "outputs": [], "source": [ "import concurrent.futures\n", "import random\n", "import numpy as np\n", "import time\n", "\n", - "num_trucks = 4 # Nombre de camions disponibles\n", + "num_trucks = 3 # Nombre de camions disponibles\n", + "\n", "\n", "\n", "# Fonction d'évaluation de la qualité d'une solution (ici, la distance totale)\n", @@ -983,10 +975,47 @@ " return truck_solutions, best_distance, best_waiting_times\n", "\n", "\n", - "best_truck_solutions, best_distance, best_waiting_times = ant_colony_optimization(distance_matrix, num_ants, num_iterations, evaporation_rate, alpha, beta, num_trucks)\n", "\n", - "print(\"Meilleure solution :\", best_truck_solutions)\n", - "print(\"Distance totale :\", best_distance)\n" + "\n", + " \n", + " \n", + "#best_truck_solutions, best_distance, best_waiting_times = ant_colony_optimization(distance_matrix, num_ants, num_iterations, evaporation_rate, alpha, beta, num_trucks)\n", + "\n", + "#print(\"Meilleure solution :\", best_truck_solutions)\n", + "#print(\"Distance totale :\", best_distance)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "f24a5980", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Meilleure solution : [[15, 19, 8, 10, 2, 3, 6, 0], [16, 4, 7, 1, 20, 18, 11, 0], [9, 17, 12, 13, 5, 14, 0, 0]]\n", + "Distance totale : 49.0\n", + "Meilleure solution : [[10, 20, 8, 7, 18, 12, 11, 0], [1, 19, 3, 15, 13, 2, 5, 0], [17, 16, 9, 4, 14, 6, 0, 0]]\n", + "Distance totale : 48.0\n", + "Meilleure solution : [[12, 18, 19, 1, 8, 7, 20, 0], [2, 16, 11, 15, 6, 4, 14, 0], [10, 9, 3, 5, 13, 17, 0, 0]]\n", + "Distance totale : 46.0\n", + "Meilleure solution : [[6, 13, 5, 19, 8, 1, 7, 0], [14, 18, 20, 11, 2, 10, 15, 0], [3, 17, 16, 4, 9, 12, 0, 0]]\n", + "Distance totale : 46.0\n" + ] + } + ], + "source": [ + "num_thread = 4\n", + "\n", + "with concurrent.futures.ThreadPoolExecutor(max_workers=num_thread) as executor:\n", + " futures = [executor.submit(ant_colony_optimization, distance_matrix, num_ants, num_iterations, evaporation_rate, alpha, beta, num_trucks) for _ in range(num_thread)]\n", + "\n", + " for future in concurrent.futures.as_completed(futures):\n", + " best_truck_solutions, best_distance, best_waiting_times = future.result()\n", + " print(\"Meilleure solution :\", best_truck_solutions)\n", + " print(\"Distance totale :\", best_distance)" ] } ],