diff --git a/Projet_algo.ipynb b/Projet_algo.ipynb
index 93622e3..594083d 100644
--- a/Projet_algo.ipynb
+++ b/Projet_algo.ipynb
@@ -9,30 +9,16 @@
"# **Project Algorithmique avancée** # \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 pour promouvoir de nouvelles solutions de mobilité. CesiCDP, avec son équipe de 4 personnes, répond à cet appel en se concentrant sur la gestion des tournées de livraison. L'objectif est de minimiser la durée totale de la tournée en tenant compte des contraintes de trafic et autres. Un financement attractif est en jeu pour développer l'activité de CesiCDP. L'ajout de contraintes supplémentaires au problème rendra l'étude plus réaliste et plus difficile à résoudre, mais démontrera l'expertise de l'équipe."
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "fc23daaf-9f25-4c5a-bf6c-300a7ed8d623",
- "metadata": {},
- "source": [
+ "## Contexte du projet \n",
+ "\n",
+ "L'ADEME a lancé un appel pour promouvoir de nouvelles solutions de mobilité. CesiCDP, avec son équipe de 4 personnes, répond à cet appel en se concentrant sur la gestion des tournées de livraison. L'objectif est de minimiser la durée totale de la tournée en tenant compte des contraintes de trafic et autres. Un financement attractif est en jeu pour développer l'activité de CesiCDP. L'ajout de contraintes supplémentaires au problème rendra l'étude plus réaliste et plus difficile à résoudre, mais démontrera l'expertise de l'équipe.\n",
+ "\n",
"Notre objectif est de développer un algorithme qui nous permettra de passer par tous les points de livraison dans un temps optimisé."
]
},
@@ -42,15 +28,8 @@
"id": "d633beb7-8f26-46d4-9cd9-1d0093e5b5c3",
"metadata": {},
"source": [
- "## Contraintes choisies \n"
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "35fc1c3c-d7a9-4423-a948-aa00ab51dbf4",
- "metadata": {},
- "source": [
+ "## Contraintes choisies \n",
+ "\n",
"La contrainte que nous avons choisie est la suivante :\n",
"\n",
"- Avoir plusieurs camions disponibles simultanément pour effectuer les livraisons."
@@ -62,18 +41,11 @@
"id": "ba356166-604a-4627-ac0f-93b76eb7a22d",
"metadata": {},
"source": [
- "## Formulation du problème "
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "c4d6888b-14e6-4745-880f-0a063ebf7476",
- "metadata": {},
- "source": [
+ "## Formulation du problème \n",
+ "\n",
"Considérons 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. Il y a k camions disponibles pour effectuer les livraisons.\n",
"\n",
- "Le problème consiste à trouver un itinéraire pour chaque camion, de sorte que toutes les livraisons soient effectuées dans le temps le plus court possible, à la fois vers et depuis l'entrepôt.\n",
+ "Le problème consiste à trouver un itinéraire pour chaque camion, de sorte que toutes les livraisons soient effectuées dans le temps le plus court possible.\n",
"\n",
"Le problème que nous avons avec les contraintes mentionnées ci-dessus est le VRP (Problème de Routage des Véhicules)."
]
@@ -84,15 +56,8 @@
"id": "6d392f68",
"metadata": {},
"source": [
- "## Contraintes du problème "
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "f95dba22",
- "metadata": {},
- "source": [
+ "## Contraintes du problème \n",
+ "\n",
"Liste des contraintes du problème :\n",
"\n",
"- Tous les clients doivent être servis\n",
@@ -102,74 +67,39 @@
"Nous allons donc affecter chaque client à une route desservie par un seul véhicule."
]
},
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "c1ca5507",
- "metadata": {},
- "source": [
- "## Démonstration de la complexité du problème de routage des véhicules (VRP) "
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "37632b4b",
- "metadata": {},
- "source": [
- "#### **Introduction**\n",
- "\n",
- "Le problème du routage des véhicules (VRP) est une extension du problème du voyageur de commerce (TSP), et est connu pour être un problème NP-hard. Nous démontrerons la complexité du VRP en nous basant sur le problème de la chaîne hamiltonienne, qui est connu pour être NP-complet."
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "6a63522a",
- "metadata": {},
- "source": [
- "#### **Définitions préliminaires**\n",
- "\n",
- "- Problème de la chaîne hamiltonienne** : le problème consiste à déterminer si un graphe non orienté donné possède une chaîne hamiltonienne, c'est-à-dire un chemin qui visite chaque sommet exactement une fois.\n",
- "\n",
- "- Problème du voyageur de commerce (TSP)** : le problème consiste à trouver le circuit le plus court possible qui visite chaque ville d'un ensemble donné de villes et revient à la ville d'origine.\n",
- "\n",
- "- Vehicle Routing Problem (VRP)** : le problème consiste à livrer une série de clients avec plusieurs véhicules tout en minimisant le coût total, tel que le temps de livraison ou la distance parcourue."
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "589a1874",
- "metadata": {},
- "source": [
- "#### **Preuve de la complexité du TSP**.\n",
- "\n",
- "Le TSP est une extension du problème de la chaîne hamiltonienne. En fait, un cas particulier du TSP est le problème de la chaîne hamiltonienne, dans lequel toutes les arêtes ont le même poids (ou coût). Dans ce cas, trouver le circuit le plus court dans le TSP est équivalent à trouver une chaîne hamiltonienne dans le graphe. Comme le problème de la chaîne hamiltonienne est NP-complet, le TSP doit être au moins aussi difficile, et le TSP est donc NP-complet."
- ]
- },
{
"attachments": {},
"cell_type": "markdown",
"id": "92658e81",
"metadata": {},
"source": [
- "#### **Preuve de la complexité du VRP**.\n",
+ "## Démonstration de la complexité du problème de routage des véhicules (VRP) \n",
"\n",
- "Le VRP est une extension du TSP. En fait, un cas particulier du VRP est le TSP où il n'y a qu'un seul véhicule disponible pour effectuer les livraisons. Dans ce cas, trouver la solution du VRP revient à trouver la solution du TSP.\n",
+ "#### **Introduction**\n",
+ "\n",
+ "Le Problème de Routage des Véhicules (VRP) est une extension du Problème du Voyageur de Commerce (TSP) et est connu pour être un problème NP-difficile. Nous allons démontrer la complexité du VRP en nous basant sur le problème de la chaîne Hamiltonienne, qui est connu pour être NP-complet.\n",
+ "\n",
+ "#### **Définitions préliminaires**\n",
+ "\n",
+ "- Problème de la chaîne Hamiltonienne : le problème consiste à déterminer si un graphe non orienté donné possède une chaîne Hamiltonienne, c'est-à-dire un chemin qui visite chaque sommet exactement une fois.\n",
+ "\n",
+ "- Problème du voyageur de commerce (TSP) : le problème consiste à trouver le circuit le plus court possible qui visite chaque ville d'un ensemble donné de villes et revient à la ville d'origine.\n",
+ "\n",
+ "- Problème de routage des véhicules (VRP) : le problème consiste à livrer une série de clients avec plusieurs véhicules tout en minimisant le coût total, tel que le temps de livraison ou la distance parcourue.\n",
+ "\n",
+ "#### **Preuve de complexité du TSP**\n",
+ "\n",
+ "Le TSP (Traveling Salesman Problem) est une extension du problème de chaîne Hamiltonienne. En fait, un cas particulier du TSP est le problème de chaîne Hamiltonienne, dans lequel toutes les arêtes ont le même poids (ou coût). Dans ce cas, trouver le circuit le plus court dans le TSP revient à trouver une chaîne Hamiltonienne dans le graphe. Puisque le problème de chaîne Hamiltonienne est NP-complet, le TSP doit être au moins aussi difficile, donc le TSP est NP-complet.\n",
+ "\n",
+ "#### **Preuve de complexité du VRP**\n",
+ "\n",
+ "Le VRP (Vehicle Routing Problem) est une extension du TSP (Traveling Salesman Problem). En fait, un cas particulier du VRP est le TSP où il n'y a qu'un seul véhicule disponible pour effectuer les livraisons. Dans ce cas, trouver la solution au VRP revient à trouver la solution au TSP.\n",
+ "\n",
+ "Puisque le TSP est NP-complet, le VRP doit être au moins aussi difficile, donc le VRP est NP-difficile. De plus, le VRP introduit des contraintes supplémentaires, telles que la présence de plusieurs véhicules et éventuellement des capacités de véhicule et des fenêtres de temps, ce qui le rend encore plus complexe.\n",
"\n",
- "Puisque le TSP est NP-complet, le VRP doit être au moins aussi difficile, donc le VRP est NP-difficile. En outre, le VRP introduit des contraintes supplémentaires, telles que des véhicules multiples et potentiellement des capacités de véhicules et des fenêtres temporelles, ce qui le rend encore plus complexe."
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "a4106346",
- "metadata": {},
- "source": [
"#### **Conclusion**\n",
"\n",
- "En conclusion, nous avons montré que le VRP est un problème NP-hard en le réduisant au problème NP-complet TSP, qui à son tour peut être réduit au problème NP-complet de la chaîne hamiltonienne. Cette démonstration met en évidence la difficulté de résoudre le VRP, en particulier pour les instances de grande taille. En pratique, des méthodes (méta)heuristiques et approximatives sont souvent utilisées pour résoudre le VRP, comme nous le verrons plus loin."
+ "En conclusion, nous avons démontré que le problème de VRP (Vehicle Routing Problem) est un problème NP-difficile en le réduisant au problème TSP (Traveling Salesman Problem) NP-complet, qui à son tour peut être réduit au problème de chaîne Hamiltonienne NP-complet. Cette démonstration met en évidence la difficulté de résoudre le VRP, en particulier pour de grandes instances. En pratique, des méthodes (méta)heuristiques et approximatives sont souvent utilisées pour résoudre le VRP, comme nous le verrons plus tard."
]
},
{
@@ -178,114 +108,67 @@
"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": [
- "$V=\\{0,1,2,...,n_v\\}$ : l'ensemble des villes, où 0 est la base (ou le dépôt), $1,2,...,n_v$ sont les villes de livraison. $n_v+1$ sera le dépôt pour le retour.
\n",
+ "## Modélisation mathématique du VRP \n",
+ "\n",
+ "#### **Paramètres**\n",
+ "\n",
+ "$V=\\{0,1,2,...,n_v\\}$ : l'ensemble des villes, où 0 est la base (ou dépôt), $1,2,...,n_v$ sont les villes de livraison. $n_v+1$ sera le dépôt pour le retour.
\n",
"$K=\\{1,2,...,k\\}$ : tous les camions.
\n",
"$E$ représente les arcs entre deux clients $i,j \\in V$
\n",
"$G=(V,E)$ : le graphe avec V comme sommets (villes) et E comme arêtes
\n",
- "$d_{ij}$ : distance (ou temps de déplacement) entre la ville i et la ville $j$ (coût du déplacement)
\n",
- "$M$ : une grande constante."
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "1219e4f2",
- "metadata": {},
- "source": [
- "#### **Variables de décision**"
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "a6d398fa",
- "metadata": {},
- "source": [
- "$x_{ijk}$ : binary variable worth 1 if truck $k$ moves from city $i$ to city $j$, and 0 otherwise."
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "e635cf14",
- "metadata": {},
- "source": [
- "#### **Fonction objective**"
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "56652859",
- "metadata": {},
- "source": [
- "$$\\min \\sum_{k∈K} \\sum_{i∈V} \\sum_{j∈V} d_{ij} x_{ijk} $$"
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "a1465000",
- "metadata": {},
- "source": [
- "#### **Contraintes VRP**\n",
+ "$d_{ij}$ : distance (ou temps de voyage) de la ville i à la ville $j$ (coût de voyage)
\n",
"\n",
- "- Chaque ville est visitée une fois et une seule :\n",
+ "#### **Variables de décision**\n",
+ "\n",
+ "$x_{ijk}$ : variable binaire qui vaut 1 si le camion $k$ va d'une ville $i$ à une ville $j$, sinon elle vaut 0.\n",
+ "\n",
+ "#### **Fonction objective**\n",
+ "\n",
+ "$$\\min \\sum_{k∈K} \\sum_{i∈V} \\sum_{j∈V} d_{ij} x_{ijk} $$\n",
+ "\n",
+ "#### **Contraintes du VRP**\n",
+ "\n",
+ "- Chaque ville est visitée qu'une et une seule fois :\n",
"$$\\sum_{k \\in K} \\sum_{j \\in V} x_{ijk} = 1, \\forall i \\in V, i \\ne 0$$\n",
"\n",
- "- Si un camion visite une ville, il doit la quitter :\n",
+ "- Si un camion arrive à une ville il doit en partir :\n",
"$$\\sum_{i \\in V} x_{ijk} = \\sum_{j \\in V} x_{ijk}, \\forall k \\in K, \\forall i \\in V, \\forall j \\in V $$\n",
"
\n",
"\n",
- "- Contrainte d'élimination des tournées partielles (pour garantir que chaque camion effectue une tournée complète) :\n",
+ "- Contrainte d'élimination des sous-tours (pour s'assurer que chaque camion effectue un tour complet)\n",
"$$\\sum_{i \\in S, j \\notin S} x_{ijk} \\geq 1, \\forall k \\in K, \\forall \\; sous-ensemble \\; S \\; de \\; V, 0 \\in S, S \\ne V $$"
]
},
{
"attachments": {},
"cell_type": "markdown",
- "id": "0833096d",
+ "id": "21eb23f9",
"metadata": {},
"source": [
- "#### **Contraintes VRPTW**\n",
+ "## Modélisation mathématique du VRPTW \n",
"\n",
- "- Chaque ville est visitée une et une seule fois :\n",
- "$$\\sum_{k \\in K} \\sum_{j \\in V}x_{ijk} = 1, \\forall i \\in V, i \\ne 0 $$\n",
+ "> **Note:** Les éléments suivants viennent en addition à la modélisation mathématique du VRP.\n",
"\n",
- "- Si un camion visite une ville, il doit la quitter :\n",
- "∑𝑖∈𝑉𝑥𝑖𝑗𝑘=∑𝑗∈𝑉𝑥𝑖𝑗𝑘, ∀𝑘∈𝐾, ∀𝑖∈𝑉, ∀𝑗∈𝑉\n",
+ "#### **Variable de décision**\n",
"\n",
- "- Contrainte d'élimination des sous-tours (pour s'assurer que chaque camion effectue un tour complet) :\n",
- "∑𝑖∈𝑆,𝑗∉𝑆𝑥𝑖𝑗𝑘≥1, ∀𝑘∈𝐾, ∀𝑠𝑢𝑏𝑠𝑒𝑡𝑆𝑑𝑒𝑉, 0∈𝑆, 𝑆≠𝑉\n",
+ "$[a_i, b_i]$ la fenêtre de temps pour le client $i$
\n",
+ "$T_{ik}$ le moment auquel le véhicule $k$ arrive au client $i$\n",
"\n",
- "- Chaque camion arrive dans la fenêtre temporelle de chaque ville :\n",
- "a_ik + t_ij ≤ a_jk + M(1 - x_ijk), ∀k∈K, ∀(i, j)∈A, ∀a_ik ∈ [e_i, l_i]\n",
+ "#### **Contrainte de TW **\n",
+ "$T_{ik}$ est le moment auquel le véhicule $k$ arrive au client $i$.
\n",
+ "$d_{ij}$ est le temps nécessaire pour se rendre du client $i$ au client $j$.
\n",
+ "$T_{jk}$ est le moment auquel le véhicule $k$ arrive au client $j$.
\n",
+ "$M$ est une grande constante
\n",
"\n",
- "- Chaque camion quitte la ville après le temps de service :\n",
- "a_ik + s_i = d_ik, ∀k∈K, ∀i∈V, ∀a_ik ∈ [e_i, l_i]\n",
"\n",
- "Remarque :\n",
- "Ici, a_ik est l'heure d'arrivée du véhicule k au nœud i, t_ij est le temps de trajet du nœud i au nœud j, M est un grand nombre positif, x_ijk est une variable binaire qui vaut 1 si le véhicule k se déplace du nœud i au nœud j et 0 sinon, e_i est l'heure à laquelle un service peut commencer au plus tôt au nœud i, l_i est l'heure à laquelle un service peut commencer au plus tard au nœud i, et s_i est le temps de service au nœud i.\n",
"\n",
- "Ces contraintes tiennent compte non seulement de la nécessité de visiter chaque ville une fois, mais aussi de l'obligation d'arriver et de partir dans des fenêtres de temps spécifiques, ce qui rend le problème plus complexe que le VRP standard."
+ "- Les fenêtres de temps doivent être respectées :\n",
+ "\n",
+ "$$ a_j \\leq T_{jk} \\leq b_j,∀k∈ K ,∀j∈V$$\n",
+ "\n",
+ "- Les temps d'arrivé aux différentes villes pour chaque camion doivent être cohérent :\n",
+ "\n",
+ "$$ T_{ik} + d_{ij} \\leq T_{jk} + M(1-x_{ijk}), ∀i, j ∈ V, ∀k∈ K $$"
]
},
{
@@ -294,7 +177,7 @@
"id": "7670fdf4-884c-4352-83fa-eed0c8b50074",
"metadata": {},
"source": [
- "## Resolution algorithm"
+ "## Algorithme de résolution"
]
},
{
@@ -318,7 +201,7 @@
"id": "45133ac2",
"metadata": {},
"source": [
- "### Algorithme par colonies de fourmis"
+ "### **Algorithme par colonies de fourmis**"
]
},
{
@@ -327,12 +210,12 @@
"id": "3e2ce1cf",
"metadata": {},
"source": [
- "L'algorithme par colonies de fourmis est une approche inspirée du comportement des fourmis dans la recherche de chemins optimaux. En utilisant des heuristiques et des phéromones, cet algorithme permet de résoudre des problèmes d'optimisation de manière efficace."
+ "L'algorithme par colonies de fourmis est une approche inspirée du comportement des fourmis dans la recherche de chemins optimaux. Cet algorithme permet de résoudre des problèmes d'optimisation de manière efficace."
]
},
{
"cell_type": "code",
- "execution_count": 30,
+ "execution_count": 1,
"id": "169697f4",
"metadata": {},
"outputs": [],
@@ -351,7 +234,7 @@
},
{
"cell_type": "code",
- "execution_count": 31,
+ "execution_count": 2,
"id": "794657d7",
"metadata": {},
"outputs": [
@@ -362,19 +245,19 @@
"\n",
"---- TIME ----\n",
"Generate cities time: 0.0\n",
- "Split cities time: 0.04548168182373047\n",
+ "Split cities time: 0.14944958686828613\n",
"\n",
"---- CLUSTER ----\n",
- "Total distance for cluster 1 (24 cities) : 2315.875564700583\n",
- "Total distance for cluster 2 (27 cities) : 2161.8716667459307\n",
- "Total distance for cluster 3 (28 cities) : 2309.9191397305735\n",
- "Total distance for cluster 4 (28 cities) : 2261.7683336604277\n",
- "Total distance for all clusters: 9049.434704837515\n"
+ "Total distance for cluster 1 (27 cities) : 2164.794990827718\n",
+ "Total distance for cluster 2 (27 cities) : 2122.813485403375\n",
+ "Total distance for cluster 3 (26 cities) : 2278.707718333369\n",
+ "Total distance for cluster 4 (27 cities) : 2599.5739910855473\n",
+ "Total distance for all clusters: 9165.890185650009\n"
]
},
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
""
]
@@ -490,7 +373,7 @@
"id": "82c80021",
"metadata": {},
"source": [
- "### Algorithm du recuit simulé"
+ "### **Algorithm du recuit simulé**"
]
},
{
@@ -504,7 +387,7 @@
},
{
"cell_type": "code",
- "execution_count": 32,
+ "execution_count": 3,
"id": "742e5f57",
"metadata": {},
"outputs": [],
@@ -520,7 +403,7 @@
},
{
"cell_type": "code",
- "execution_count": 33,
+ "execution_count": 4,
"id": "de95de4c",
"metadata": {},
"outputs": [
@@ -530,18 +413,18 @@
"text": [
"\n",
"---- TIME ----\n",
- "Generate cities time: 0.0009975433349609375\n",
- "Split cities time: 0.04487872123718262\n",
- "Total distance for cluster 1 (27 cities) : 2664.6125913825863\n",
- "Total distance for cluster 2 (27 cities) : 2419.498935358293\n",
- "Total distance for cluster 3 (27 cities) : 2792.878477974977\n",
- "Total distance for cluster 4 (27 cities) : 2914.2725993190484\n",
- "Total distance for all clusters: 10791.262604034904\n"
+ "Generate cities time: 0.0009992122650146484\n",
+ "Split cities time: 0.05595564842224121\n",
+ "Total distance for cluster 1 (27 cities) : 2812.9786606142725\n",
+ "Total distance for cluster 2 (27 cities) : 2870.0631219087168\n",
+ "Total distance for cluster 3 (27 cities) : 2660.992000654059\n",
+ "Total distance for cluster 4 (27 cities) : 3193.529103806893\n",
+ "Total distance for all clusters: 11537.562886983942\n"
]
},
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
""
]
@@ -655,7 +538,7 @@
"id": "4690adfe",
"metadata": {},
"source": [
- "### Algorithme par essaim de particules"
+ "### **Algorithme par essaim de particules**"
]
},
{
@@ -669,7 +552,7 @@
},
{
"cell_type": "code",
- "execution_count": 34,
+ "execution_count": 5,
"id": "22b85b5a",
"metadata": {},
"outputs": [],
@@ -690,7 +573,7 @@
},
{
"cell_type": "code",
- "execution_count": 49,
+ "execution_count": 6,
"id": "9a72af6d",
"metadata": {},
"outputs": [
@@ -699,8 +582,8 @@
"text/markdown": [
"### Best solution found:\n",
"\n",
- "- **City Positions**: 22, 18, 5, 15, 27, 4, 36, 33, 16, 45, 17, 24, 50, 20, 48, 7, 1, 8, 3, 35, 40, 6, 25, 11, 43, 28, 34, 30, 38, 29, 26, 23, 13, 39, 47, 12, 2, 31, 37, 9, 49, 44, 19, 10, 41, 42, 32, 21, 46, 14\n",
- "- **Total Cost**: 86000793.0"
+ "- **City Positions**: 31, 27, 40, 38, 2, 7, 34, 46, 42, 4, 32, 47, 18, 30, 44, 5, 20, 33, 1, 36, 43, 10, 19, 6, 11, 21, 13, 37, 16, 23, 25, 17, 22, 28, 29, 49, 50, 26, 8, 35, 48, 3, 24, 45, 14, 15, 9, 39, 12, 41\n",
+ "- **Total Cost**: 96000856.0"
],
"text/plain": [
""
@@ -711,7 +594,7 @@
},
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
""
]
@@ -722,7 +605,7 @@
{
"data": {
"text/markdown": [
- "Truck 1: 22 -> 4 -> 17 -> 7 -> 40 -> 28 -> 26 -> 12 -> 49 -> 42 -> 22"
+ "Truck 1: 31 -> 7 -> 32 -> 5 -> 43 -> 21 -> 25 -> 49 -> 48 -> 15 -> 31"
],
"text/plain": [
""
@@ -734,7 +617,7 @@
{
"data": {
"text/markdown": [
- "Truck 2: 18 -> 36 -> 24 -> 1 -> 6 -> 34 -> 23 -> 2 -> 44 -> 32 -> 18"
+ "Truck 2: 27 -> 34 -> 47 -> 20 -> 10 -> 13 -> 17 -> 50 -> 3 -> 9 -> 27"
],
"text/plain": [
""
@@ -746,7 +629,7 @@
{
"data": {
"text/markdown": [
- "Truck 3: 5 -> 33 -> 50 -> 8 -> 25 -> 30 -> 13 -> 31 -> 19 -> 21 -> 5"
+ "Truck 3: 40 -> 46 -> 18 -> 33 -> 19 -> 37 -> 22 -> 26 -> 24 -> 39 -> 40"
],
"text/plain": [
""
@@ -758,7 +641,7 @@
{
"data": {
"text/markdown": [
- "Truck 4: 15 -> 16 -> 20 -> 3 -> 11 -> 38 -> 39 -> 37 -> 10 -> 46 -> 15"
+ "Truck 4: 38 -> 42 -> 30 -> 1 -> 6 -> 16 -> 28 -> 8 -> 45 -> 12 -> 38"
],
"text/plain": [
""
@@ -770,7 +653,7 @@
{
"data": {
"text/markdown": [
- "Truck 5: 27 -> 45 -> 48 -> 35 -> 43 -> 29 -> 47 -> 9 -> 41 -> 14 -> 27"
+ "Truck 5: 2 -> 4 -> 44 -> 36 -> 11 -> 23 -> 29 -> 35 -> 14 -> 41 -> 2"
],
"text/plain": [
""
@@ -781,7 +664,7 @@
},
{
"data": {
- "image/png": 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",
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",
"text/plain": [
""
]
@@ -791,7 +674,7 @@
},
{
"data": {
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",
+ "image/png": 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",
"text/plain": [
""
]
@@ -801,7 +684,7 @@
},
{
"data": {
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",
+ "image/png": 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"text/plain": [
""
]
@@ -1003,7 +886,626 @@
"id": "d437ed79",
"metadata": {},
"source": [
- "## Experimental design"
+ "## Plan d'expérience et statistiques"
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "21cee601",
+ "metadata": {},
+ "source": [
+ "L'objectif du plan d'expérience est de comparer différentes configurations et paramètres des algorithmes afin d'optimiser leurs performances. Cela nous permettra d'identifier les réglages les plus efficaces pour obtenir un itinéraire proche de l'optimal."
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "16ff37ee",
+ "metadata": {},
+ "source": [
+ "#### **Algorithme par colonies de fourmis (avec suite de valeurs : ATT48)**"
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "cb2ffbcb",
+ "metadata": {},
+ "source": [
+ "D'après de nombreuses recherches sur internet, les valeurs optimales des paramètres de l'algorithme des colonies de fourmis sont les suivantes :\n",
+ "\n",
+ "- Nombre de fourmis (nb_ants) : 10
\n",
+ "- Facteur d'importance de la phéromone (alpha) : 1
\n",
+ "- Facteur d'importance de la distance (beta) : 4
\n",
+ "- Facteur d'évaporation (evaporation) : 0.5
\n",
+ "- Facteur de dépot de phéromones (intensification) : 2
\n",
+ "\n",
+ "A l'aide des scripts Python suivants, nous pouvons tester pour une configuration précise et pour chaque limite de temps (max_times), la variation des résultats en fonction des valeurs de Alpha et Beta\n",
+ "\n",
+ "> **Note:** Pour la réalisation de nos tests, nous avons utilisé la suite de valeur ATT48, donc l'optimal est connu : 33523"
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "462bb60a",
+ "metadata": {},
+ "source": [
+ "##### **Identification de la valeur optimale de Alpha**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "164e5e20",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Variables to edit:\n",
+ "max_times = [0.1, 0.2, 0.5, 1, 2]\n",
+ "alphas = [1, 2, 4, 6]\n",
+ "\n",
+ "\n",
+ "n_ants = 10\n",
+ "beta = 4\n",
+ "evaporation = 0.5\n",
+ "intensification = 2\n",
+ "n_runs = 2 # Number of times each configuration will be run to obtain an average"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "e9976ca3",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The script will take at least : 30.4 seconds\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "import numpy as np\n",
+ "from tests.libs.clustering import split_tour_across_clusters\n",
+ "from tests.libs.aco import AntColony, total_distance\n",
+ "\n",
+ "cities = [[6734, 1453], [2233, 10], [5530, 1424], [401, 841], [3082, 1644], [7608, 4458], [7573, 3716], [7265, 1268], [6898, 1885], [1112, 2049], [5468, 2606], [5989, 2873], [4706, 2674], [4612, 2035], [6347, 2683], [6107, 669], [7611, 5184], [7462, 3590], [7732, 4723], [5900, 3561], [4483, 3369], [6101, 1110], [5199, 2182], [1633, 2809], [4307, 2322], [675, 1006], [7555, 4819], [7541, 3981], [3177, 756], [7352, 4506], [7545, 2801], [3245, 3305], [6426, 3173], [4608, 1198], [23, 2216], [7248, 3779], [7762, 4595], [7392, 2244], [3484, 2829], [6271, 2135], [4985, 140], [1916, 1569], [7280, 4899], [7509, 3239], [10, 2676], [6807, 2993], [5185, 3258], [3023, 1942]]\n",
+ "optimal = 33523\n",
+ "\n",
+ "average_best_route_per_max_time_per_alpha = []\n",
+ "\n",
+ "def calculer_temps_total(max_times, alphas, n_runs):\n",
+ " temps_total = 0\n",
+ " for max_time in max_times:\n",
+ " for alpha in alphas:\n",
+ " temps_total += max_time * n_runs\n",
+ " return temps_total\n",
+ "\n",
+ "print(\"The script will take at least : {} seconds\".format(calculer_temps_total(max_times, alphas, n_runs)))\n",
+ "\n",
+ "for alpha in alphas:\n",
+ " average_best_route_per_max_time = []\n",
+ " for max_time in max_times:\n",
+ "\n",
+ " total_best_route_length = 0\n",
+ "\n",
+ " for _ in range(n_runs):\n",
+ " clusters = split_tour_across_clusters(cities, 1)\n",
+ "\n",
+ " total_distance_for_run = 0\n",
+ "\n",
+ " for i, cluster_indices in enumerate(clusters.values()):\n",
+ " cluster_cities = [cities[index] for index in cluster_indices]\n",
+ "\n",
+ " ant_colony = AntColony(cluster_cities, n_ants=n_ants, max_time=max_time, alpha=alpha, beta=beta, evaporation=evaporation, intensification=intensification)\n",
+ " best_route = ant_colony.run()\n",
+ " total_distance_for_run += total_distance(best_route)\n",
+ "\n",
+ " total_best_route_length += total_distance_for_run\n",
+ "\n",
+ " average_best_route_length = total_best_route_length / n_runs\n",
+ " average_best_route_per_max_time.append(average_best_route_length)\n",
+ "\n",
+ " average_best_route_per_max_time_per_alpha.append(average_best_route_per_max_time)\n",
+ "\n",
+ "colors = ['b', 'g', 'r', 'c', 'm', 'y', 'k']\n",
+ "\n",
+ "total_bars_per_group = len(alphas)\n",
+ "total_groups = len(max_times)\n",
+ "\n",
+ "unit_space_per_group = 1\n",
+ "bars_space_per_group = total_bars_per_group / (total_bars_per_group + 1)\n",
+ "bar_width = bars_space_per_group / total_bars_per_group\n",
+ "\n",
+ "bar_positions = np.arange(total_groups)\n",
+ "\n",
+ "plt.figure(figsize=(10, 7))\n",
+ "\n",
+ "for i, average_best_route_per_max_time in enumerate(average_best_route_per_max_time_per_alpha):\n",
+ " plt.bar(bar_positions + i * bar_width, average_best_route_per_max_time, width=bar_width, color=colors[i], label=f'Alpha={alphas[i]}')\n",
+ " for j, v in enumerate(average_best_route_per_max_time):\n",
+ " plt.text(j + i * bar_width, v + 0.01 + (i*0.2), int(v), va='bottom', ha='center')\n",
+ "\n",
+ "plt.axhline(y=optimal, color='r')\n",
+ "\n",
+ "plt.xticks(bar_positions + bar_width / 2, max_times) # Set the x-axis labels to be the max_time values\n",
+ "plt.xlabel('Max time')\n",
+ "plt.ylabel('Average best route length')\n",
+ "plt.legend()\n",
+ "\n",
+ "title = \"\"\n",
+ "title += \"Average best route length ({} iterations) for different max times\\n\".format(n_runs)\n",
+ "title += \"Nb cities: \" + str(len(cities)) + \" / \"\n",
+ "title += \"Ants: \" + str(n_ants) + \" / \"\n",
+ "title += \"Alpha: \" + str(alphas) + \" / \"\n",
+ "title += \"Beta: \" + str(beta) + \" / \"\n",
+ "title += \"Evaporation: \" + str(evaporation) + \" / \"\n",
+ "title += \"Intensification: \" + str(intensification)\n",
+ "plt.title(title)\n",
+ "\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "da9ad75d",
+ "metadata": {},
+ "source": [
+ "Grâce à cet histogramme, nous pouvons constater que la meilleure valeur pour alpha est 1."
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "e5e45768",
+ "metadata": {},
+ "source": [
+ "##### **Identification de la valeur optimale de Beta**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "8acba8cc",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Variables to edit:\n",
+ "max_times = [0.1, 0.2, 0.5, 1, 2]\n",
+ "betas = [2, 4, 6, 8]\n",
+ "\n",
+ "n_ants = 10\n",
+ "alpha = 1\n",
+ "evaporation = 0.5\n",
+ "intensification = 2\n",
+ "n_runs = 2 # Number of times each configuration will be run to obtain an average"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "ac26e5be",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The script will take at least : 30.4 seconds\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "from tests.libs.clustering import split_tour_across_clusters\n",
+ "from tests.libs.aco import AntColony, total_distance\n",
+ "import numpy as np\n",
+ "\n",
+ "cities = [[6734, 1453], [2233, 10], [5530, 1424], [401, 841], [3082, 1644], [7608, 4458], [7573, 3716], [7265, 1268], [6898, 1885], [1112, 2049], [5468, 2606], [5989, 2873], [4706, 2674], [4612, 2035], [6347, 2683], [6107, 669], [7611, 5184], [7462, 3590], [7732, 4723], [5900, 3561], [4483, 3369], [6101, 1110], [5199, 2182], [1633, 2809], [4307, 2322], [675, 1006], [7555, 4819], [7541, 3981], [3177, 756], [7352, 4506], [7545, 2801], [3245, 3305], [6426, 3173], [4608, 1198], [23, 2216], [7248, 3779], [7762, 4595], [7392, 2244], [3484, 2829], [6271, 2135], [4985, 140], [1916, 1569], [7280, 4899], [7509, 3239], [10, 2676], [6807, 2993], [5185, 3258], [3023, 1942]]\n",
+ "optimal = 33523\n",
+ "\n",
+ "average_best_route_per_max_time_per_beta = []\n",
+ "\n",
+ "def calculer_temps_total(max_times, betas, n_runs):\n",
+ " temps_total = 0\n",
+ " for max_time in max_times:\n",
+ " for beta in betas:\n",
+ " temps_total += max_time * n_runs\n",
+ " return temps_total\n",
+ "\n",
+ "print(\"The script will take at least : {} seconds\".format(calculer_temps_total(max_times, betas, n_runs)))\n",
+ "\n",
+ "for beta in betas:\n",
+ " average_best_route_per_max_time = []\n",
+ "\n",
+ " for max_time in max_times:\n",
+ "\n",
+ " total_best_route_length = 0\n",
+ "\n",
+ " for _ in range(n_runs):\n",
+ " clusters = split_tour_across_clusters(cities, 1)\n",
+ "\n",
+ " total_distance_for_run = 0\n",
+ "\n",
+ " for i, cluster_indices in enumerate(clusters.values()):\n",
+ " cluster_cities = [cities[index] for index in cluster_indices]\n",
+ "\n",
+ " ant_colony = AntColony(cluster_cities, n_ants=n_ants, max_time=max_time, alpha=alpha, beta=beta, evaporation=evaporation, intensification=intensification)\n",
+ " best_route = ant_colony.run()\n",
+ " total_distance_for_run += total_distance(best_route)\n",
+ "\n",
+ " total_best_route_length += total_distance_for_run\n",
+ "\n",
+ " average_best_route_length = total_best_route_length / n_runs\n",
+ " average_best_route_per_max_time.append(average_best_route_length)\n",
+ "\n",
+ " average_best_route_per_max_time_per_beta.append(average_best_route_per_max_time)\n",
+ "\n",
+ "# Maintenant, nous avons toutes les valeurs moyennes, créons un histogramme\n",
+ "colors = ['b', 'g', 'r', 'c', 'm', 'y', 'k']\n",
+ "\n",
+ "total_bars_per_group = len(betas)\n",
+ "total_groups = len(max_times)\n",
+ "\n",
+ "# Unité d'espace pour chaque groupe de barres (incluant l'espace entre les groupes)\n",
+ "unit_space_per_group = 1\n",
+ "\n",
+ "# Espace qui serait occupé par les barres dans chaque groupe\n",
+ "bars_space_per_group = total_bars_per_group / (total_bars_per_group + 1)\n",
+ "\n",
+ "# La largeur de chaque barre serait\n",
+ "bar_width = bars_space_per_group / total_bars_per_group\n",
+ "index = np.arange(len(max_times))\n",
+ "\n",
+ "plt.figure()\n",
+ "\n",
+ "for i, average_best_route_per_max_time in enumerate(average_best_route_per_max_time_per_beta):\n",
+ " plt.bar(index + i * bar_width, average_best_route_per_max_time, bar_width, color=colors[i], label='Beta = '+str(betas[i]))\n",
+ " for j, v in enumerate(average_best_route_per_max_time):\n",
+ " plt.text(j + i * bar_width, v + 0.01 + (i*0.2), int(v), va='bottom', ha='center')\n",
+ "\n",
+ "plt.axhline(y=optimal, color='r')\n",
+ "plt.xlabel('Max time')\n",
+ "plt.ylabel('Average best route length')\n",
+ "\n",
+ "title = \"\"\n",
+ "title += \"Comparaison of betas with average best route length ({} iterations) for different max times and each betas\\n\".format(n_runs)\n",
+ "title += \"Nb cities: \" + str(len(cities)) + \" / \"\n",
+ "title += \"Ants: \" + str(n_ants) + \" / \"\n",
+ "title += \"Alpha: \" + str(alpha) + \" / \"\n",
+ "title += \"Evaporation: \" + str(evaporation) + \" / \"\n",
+ "title += \"Intensification: \" + str(intensification)\n",
+ "plt.title(title)\n",
+ "\n",
+ "plt.xticks(index + bar_width / 2, max_times)\n",
+ "plt.legend()\n",
+ "\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "5c9480aa",
+ "metadata": {},
+ "source": [
+ "Grâce à cet histogramme, nous pouvons constater que la meilleure valeur pour beta est 4 ou 6 voire 8."
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "2f04c4a0",
+ "metadata": {},
+ "source": [
+ "##### **Résultats pour les valeurs optimales de Alpha (1) et Beta (4) pour chaque temps maximum**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "id": "e5c69b50",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Variables to edit:\n",
+ "max_times = [0.01, 0.1, 0.2, 0.5, 1, 2, 5, 10]\n",
+ "n_ants = 10\n",
+ "alpha = 1\n",
+ "beta = 4\n",
+ "evaporation = 0.5\n",
+ "intensification = 2\n",
+ "n_runs = 3 # Number of times each configuration will be run to obtain an average"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "id": "1b26d987",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The script will take at least : 56.43 seconds\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "from tests.libs.clustering import split_tour_across_clusters\n",
+ "from tests.libs.aco import AntColony, total_distance\n",
+ "\n",
+ "cities = [[6734, 1453], [2233, 10], [5530, 1424], [401, 841], [3082, 1644], [7608, 4458], [7573, 3716], [7265, 1268], [6898, 1885], [1112, 2049], [5468, 2606], [5989, 2873], [4706, 2674], [4612, 2035], [6347, 2683], [6107, 669], [7611, 5184], [7462, 3590], [7732, 4723], [5900, 3561], [4483, 3369], [6101, 1110], [5199, 2182], [1633, 2809], [4307, 2322], [675, 1006], [7555, 4819], [7541, 3981], [3177, 756], [7352, 4506], [7545, 2801], [3245, 3305], [6426, 3173], [4608, 1198], [23, 2216], [7248, 3779], [7762, 4595], [7392, 2244], [3484, 2829], [6271, 2135], [4985, 140], [1916, 1569], [7280, 4899], [7509, 3239], [10, 2676], [6807, 2993], [5185, 3258], [3023, 1942]]\n",
+ "optimal = 33523\n",
+ "\n",
+ "average_best_route_per_max_time = []\n",
+ "\n",
+ "def calculer_temps_total(max_times, n_runs):\n",
+ " temps_total = 0\n",
+ " for max_time in max_times:\n",
+ " temps_total += max_time * n_runs\n",
+ " return temps_total\n",
+ "\n",
+ "print(\"The script will take at least : {} seconds\".format(calculer_temps_total(max_times, n_runs)))\n",
+ "\n",
+ "for max_time in max_times:\n",
+ "\n",
+ " total_best_route_length = 0\n",
+ "\n",
+ " for _ in range(n_runs):\n",
+ " clusters = split_tour_across_clusters(cities, 1)\n",
+ "\n",
+ " total_distance_for_run = 0\n",
+ "\n",
+ " for i, cluster_indices in enumerate(clusters.values()):\n",
+ " cluster_cities = [cities[index] for index in cluster_indices]\n",
+ "\n",
+ " ant_colony = AntColony(cluster_cities, n_ants=n_ants, max_time=max_time, alpha=alpha, beta=beta, evaporation=evaporation, intensification=intensification)\n",
+ " best_route = ant_colony.run()\n",
+ " total_distance_for_run += total_distance(best_route)\n",
+ "\n",
+ " total_best_route_length += total_distance_for_run\n",
+ "\n",
+ " average_best_route_length = total_best_route_length / n_runs\n",
+ " average_best_route_per_max_time.append(average_best_route_length)\n",
+ "\n",
+ "# Maintenant, nous avons toutes les valeurs moyennes, créons un histogramme\n",
+ "colors = [\n",
+ " '#1f77b4', # Bleu moyen\n",
+ " '#ff7f0e', # Orange\n",
+ " '#2ca02c', # Vert\n",
+ " '#d62728', # Rouge\n",
+ " '#9467bd', # Violet\n",
+ " '#8c564b', # Marron\n",
+ " '#e377c2', # Rose\n",
+ " '#7f7f7f', # Gris\n",
+ " '#bcbd22', # Vert olive\n",
+ " '#17becf', # Turquoise\n",
+ " '#1b9e77', # Vert Teal\n",
+ " '#d95f02', # Orange foncé\n",
+ " '#7570b3', # Violet moyen\n",
+ " '#e7298a', # Fuchsia\n",
+ " '#66a61e', # Vert pomme\n",
+ " '#e6ab02', # Jaune or\n",
+ " '#a6761d', # Bronze\n",
+ " '#666666', # Gris foncé\n",
+ " '#f781bf', # Rose clair\n",
+ " '#999999', # Gris moyen\n",
+ "]\n",
+ "\n",
+ "plt.figure()\n",
+ "bar_width = 0.8\n",
+ "bar_positions = range(len(max_times)) # Crée une liste d'indices pour chaque barre\n",
+ "plt.bar(bar_positions, average_best_route_per_max_time, width=bar_width, color=colors[:len(max_times)])\n",
+ "plt.axhline(y=optimal, color='r')\n",
+ "\n",
+ "# Ajouter des valeurs au-dessus des barres\n",
+ "for i, v in enumerate(average_best_route_per_max_time):\n",
+ " plt.text(i - 0.15, v + 0.01, round(v, 2))\n",
+ "\n",
+ "plt.xticks(bar_positions, max_times) # Fixe les labels sur l'axe des x aux valeurs de max_time\n",
+ "plt.xlabel('Max time')\n",
+ "plt.ylabel('Average best route length')\n",
+ "\n",
+ "title = \"\"\n",
+ "title += \"Average best route length ({} iterations) for different max times\\n\".format(n_runs)\n",
+ "title += \"Nb cities: \" + str(len(cities)) + \" / \"\n",
+ "title += \"Ants: \" + str(n_ants) + \" / \"\n",
+ "title += \"Alpha: \" + str(alpha) + \" / \"\n",
+ "title += \"Beta: \" + str(beta) + \" / \"\n",
+ "title += \"Evaporation: \" + str(evaporation) + \" / \"\n",
+ "title += \"Intensification: \" + str(intensification)\n",
+ "plt.title(title)\n",
+ "\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "7b2bbf83",
+ "metadata": {},
+ "source": [
+ "##### **Résultats pour les valeurs optimales de Alpha (1) et Beta (6) pour chaque temps maximum**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "id": "5bd5b109",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Variables to edit:\n",
+ "max_times = [0.01, 0.1, 0.2, 0.5, 1, 2, 5, 10]\n",
+ "n_ants = 10\n",
+ "alpha = 1\n",
+ "beta = 6\n",
+ "evaporation = 0.5\n",
+ "intensification = 2\n",
+ "n_runs = 3 # Number of times each configuration will be run to obtain an average"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "id": "fe4494a4",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The script will take at least : 56.43 seconds\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "from tests.libs.clustering import split_tour_across_clusters\n",
+ "from tests.libs.aco import AntColony, total_distance\n",
+ "\n",
+ "cities = [[6734, 1453], [2233, 10], [5530, 1424], [401, 841], [3082, 1644], [7608, 4458], [7573, 3716], [7265, 1268], [6898, 1885], [1112, 2049], [5468, 2606], [5989, 2873], [4706, 2674], [4612, 2035], [6347, 2683], [6107, 669], [7611, 5184], [7462, 3590], [7732, 4723], [5900, 3561], [4483, 3369], [6101, 1110], [5199, 2182], [1633, 2809], [4307, 2322], [675, 1006], [7555, 4819], [7541, 3981], [3177, 756], [7352, 4506], [7545, 2801], [3245, 3305], [6426, 3173], [4608, 1198], [23, 2216], [7248, 3779], [7762, 4595], [7392, 2244], [3484, 2829], [6271, 2135], [4985, 140], [1916, 1569], [7280, 4899], [7509, 3239], [10, 2676], [6807, 2993], [5185, 3258], [3023, 1942]]\n",
+ "optimal = 33523\n",
+ "\n",
+ "average_best_route_per_max_time = []\n",
+ "\n",
+ "def calculer_temps_total(max_times, n_runs):\n",
+ " temps_total = 0\n",
+ " for max_time in max_times:\n",
+ " temps_total += max_time * n_runs\n",
+ " return temps_total\n",
+ "\n",
+ "print(\"The script will take at least : {} seconds\".format(calculer_temps_total(max_times, n_runs)))\n",
+ "\n",
+ "for max_time in max_times:\n",
+ "\n",
+ " total_best_route_length = 0\n",
+ "\n",
+ " for _ in range(n_runs):\n",
+ " clusters = split_tour_across_clusters(cities, 1)\n",
+ "\n",
+ " total_distance_for_run = 0\n",
+ "\n",
+ " for i, cluster_indices in enumerate(clusters.values()):\n",
+ " cluster_cities = [cities[index] for index in cluster_indices]\n",
+ "\n",
+ " ant_colony = AntColony(cluster_cities, n_ants=n_ants, max_time=max_time, alpha=alpha, beta=beta, evaporation=evaporation, intensification=intensification)\n",
+ " best_route = ant_colony.run()\n",
+ " total_distance_for_run += total_distance(best_route)\n",
+ "\n",
+ " total_best_route_length += total_distance_for_run\n",
+ "\n",
+ " average_best_route_length = total_best_route_length / n_runs\n",
+ " average_best_route_per_max_time.append(average_best_route_length)\n",
+ "\n",
+ "# Maintenant, nous avons toutes les valeurs moyennes, créons un histogramme\n",
+ "colors = [\n",
+ " '#1f77b4', # Bleu moyen\n",
+ " '#ff7f0e', # Orange\n",
+ " '#2ca02c', # Vert\n",
+ " '#d62728', # Rouge\n",
+ " '#9467bd', # Violet\n",
+ " '#8c564b', # Marron\n",
+ " '#e377c2', # Rose\n",
+ " '#7f7f7f', # Gris\n",
+ " '#bcbd22', # Vert olive\n",
+ " '#17becf', # Turquoise\n",
+ " '#1b9e77', # Vert Teal\n",
+ " '#d95f02', # Orange foncé\n",
+ " '#7570b3', # Violet moyen\n",
+ " '#e7298a', # Fuchsia\n",
+ " '#66a61e', # Vert pomme\n",
+ " '#e6ab02', # Jaune or\n",
+ " '#a6761d', # Bronze\n",
+ " '#666666', # Gris foncé\n",
+ " '#f781bf', # Rose clair\n",
+ " '#999999', # Gris moyen\n",
+ "]\n",
+ "\n",
+ "plt.figure()\n",
+ "bar_width = 0.8\n",
+ "bar_positions = range(len(max_times)) # Crée une liste d'indices pour chaque barre\n",
+ "plt.bar(bar_positions, average_best_route_per_max_time, width=bar_width, color=colors[:len(max_times)])\n",
+ "plt.axhline(y=optimal, color='r')\n",
+ "\n",
+ "# Ajouter des valeurs au-dessus des barres\n",
+ "for i, v in enumerate(average_best_route_per_max_time):\n",
+ " plt.text(i - 0.15, v + 0.01, round(v, 2))\n",
+ "\n",
+ "plt.xticks(bar_positions, max_times) # Fixe les labels sur l'axe des x aux valeurs de max_time\n",
+ "plt.xlabel('Max time')\n",
+ "plt.ylabel('Average best route length')\n",
+ "\n",
+ "title = \"\"\n",
+ "title += \"Average best route length ({} iterations) for different max times\\n\".format(n_runs)\n",
+ "title += \"Nb cities: \" + str(len(cities)) + \" / \"\n",
+ "title += \"Ants: \" + str(n_ants) + \" / \"\n",
+ "title += \"Alpha: \" + str(alpha) + \" / \"\n",
+ "title += \"Beta: \" + str(beta) + \" / \"\n",
+ "title += \"Evaporation: \" + str(evaporation) + \" / \"\n",
+ "title += \"Intensification: \" + str(intensification)\n",
+ "plt.title(title)\n",
+ "\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "6b9d0852",
+ "metadata": {},
+ "source": [
+ "Peu importe "
]
},
{
@@ -1012,7 +1514,7 @@
"id": "7920c3f6",
"metadata": {},
"source": [
- "### Test de la variation du coût optimal en faisant varier le paramètre \"inertia weight\""
+ "#### **Test de la variation du coût optimal en faisant varier le paramètre \"inertia weight\"**"
]
},
{
@@ -1034,7 +1536,7 @@
],
"source": [
"# List of inertia values to test\n",
- "inertia_values = np.linspace(0.1, 5, 10) \n",
+ "inertia_values = np.linspace(0.1, 5, 10)\n",
"\n",
"# Initialize list to store optimal cost for each inertia value\n",
"optimal_costs = []\n",
diff --git a/Projet_algo_french.ipynb b/Projet_algo_french.ipynb
index 208c9ee..cc689ca 100644
--- a/Projet_algo_french.ipynb
+++ b/Projet_algo_french.ipynb
@@ -228,7 +228,7 @@
"id": "e635cf14",
"metadata": {},
"source": [
- "#### **Fonction objectif**"
+ "#### **Fonction objective**"
]
},
{
diff --git a/tests/101_analyse_ant_colony_no_animation_no_random_single_value.py b/tests/101_analyse_ant_colony_no_animation_no_random_single_value.py
index 4a16a1e..ff7a52b 100644
--- a/tests/101_analyse_ant_colony_no_animation_no_random_single_value.py
+++ b/tests/101_analyse_ant_colony_no_animation_no_random_single_value.py
@@ -2,15 +2,13 @@ import matplotlib.pyplot as plt
from libs.clustering import split_tour_across_clusters
from libs.aco import AntColony, total_distance
-cities = [[37.4393516691, 541.2090699418], [612.1759508571, 494.3166877396], [38.1312338227, 353.1484581781], [53.4418081065, 131.484901365], [143.0606355347, 631.7200953923], [689.9451267256, 468.5354998742], [112.7478815786, 529.417757826], [141.4875865042, 504.818485571], [661.0513901702, 445.9375182115], [98.7899036592, 384.5926031158], [697.3881696597, 180.3962284275], [536.4894189738, 287.2279085051], [192.4067320507, 20.439405931], [282.7865258765, 229.8001556189], [240.8251726391, 281.51414372], [246.9281323057, 322.461332116], [649.7313216456, 62.3331575282], [352.96585626, 666.7873101942], [633.392367658, 534.9398453712], [488.311799404, 437.4869439948], [141.4039286509, 228.4325551488], [17.3632612602, 240.2407068508], [397.5586451389, 231.3591208928], [565.7853781464, 282.3858748974], [475.8975387047, 468.5392706317], [322.4224566559, 550.3165478233], [397.5586634023, 74.7588387765], [672.8618339396, 432.882640963], [571.2189680147, 530.261699153], [104.6531165914, 482.8224768783], [356.7098388794, 67.6477131712], [400.4070255527, 253.6794479997], [282.3036243109, 426.8380500923], [58.7766988363, 507.1712386832], [189.75062244, 460.3815233617], [659.9124120147, 226.6284156239], [639.0307636033, 467.2302300719], [415.0258357432, 233.3045376118], [547.2662016307, 161.6589278401], [616.6547902644, 339.3409309407], [494.8592427417, 148.1217856389], [629.9980812186, 433.4548164038], [471.101431241, 314.2219307579], [138.2440514421, 137.1679919735], [91.5847556724, 110.0203007516], [390.6972811808, 423.9774318385], [565.1617825137, 429.1598152874], [54.5248980387, 438.5515408431], [334.350832971, 153.796923804], [531.0291024509, 612.3874827889], [475.7345905802, 385.7844618897], [228.8325218994, 410.4461939615], [578.3805347586, 321.3303494537], [358.9170574485, 404.4670352898], [486.4648554867, 593.0429937016], [343.169370767, 509.3123571315], [530.3626972076, 137.6881275684], [498.8065475299, 576.2102674608], [224.31827155, 312.4677490415], [595.836073259, 81.8130051356], [661.5588724308, 217.0456944477], [43.6892045516, 305.4722789165], [79.465345253, 445.9641737689], [210.4163247004, 130.7151137038], [432.2642292251, 629.4092661116], [623.2487161301, 69.189285084], [436.5194739944, 282.935645607], [59.4163265482, 40.1280234442], [630.9230074073, 230.342988813], [579.3265539688, 601.0359410602], [117.862450748, 112.9796833705], [297.7912565664, 166.3131886803], [22.7642703744, 455.5340094037], [259.7095810385, 10.6199925885], [342.3579873647, 599.3880182608], [10.0260950143,
-488.9310558282], [315.2926064118, 273.2275475579], [220.7044919297, 270.0819745721], [192.1186059948, 314.1839922798], [271.5042718992, 225.2921989972], [530.7320005441, 504.0670155337], [42.5331441666, 656.3645162886], [396.1274792588, 539.4648066027], [118.6631474021, 508.7129103929], [395.6913876595, 699.5376048429], [559.0157105844, 560.8866941411], [22.6471035906, 526.2470392816], [135.6377085256, 325.8409901555], [141.4507014379, 485.2477927763], [396.7741299332, 460.7557115283], [87.7494562765, 19.6170129082], [350.4245639661, 420.6531186835], [216.7010817133, 466.4816410995], [130.9237737024, 351.1491733079], [72.6329856671, 645.7852219213], [144.6002949996, 457.4224283926], [212.3725077442, 594.9216893413], [49.9186786455, 541.4350825349], [656.6943525585, 558.1109593509], [176.5941623792, 648.5239953299], [500.3825200226, 198.7428378322], [634.317867842, 612.8291643194], [59.7537372726, 551.6321886765], [15.2145765106, 143.0441928532], [283.0054378872, 376.4439530184], [146.5389000907, 39.4231794338], [101.8685605377, 635.098685018], [588.1968537448, 580.5946976921], [457.2628632528, 350.0164047376], [537.4663680494, 472.5842276692], [269.3669098585, 367.4763636538], [239.9045383695, 102.629765339], [88.4677500396, 384.0507209275], [658.9133693395, 583.9575181023], [97.7359146347, 157.4558657632], [506.6191384007, 233.0022156094], [500.2566898239, 64.9136393489], [594.4048565021, 275.874186899], [66.230814661, 24.1317387604], [598.4162993909, 414.5557574275], [172.308833083, 344.3963466366], [299.48128518, 251.829512132], [303.8379894831, 21.052606379], [197.896926984, 512.388896098], [56.0199567669, 243.0663818382], [255.5566183121, 448.8651882442], [608.4256112402, 222.5421309272], [70.2722703273, 77.9227026433], [398.2298999899, 119.557657386], [635.4970237093, 133.3225902609], [378.3484559418, 272.2907677147], [484.8029663388, 677.0730379436], [278.8710882619, 299.9308770828], [381.6537300653, 360.3337602785], [557.6070707573, 595.3185092281], [249.0589749342, 76.6595112599], [562.9048787838, 670.0382113114], [398.550436558, 392.6493259144], [590.893972056, 370.7414913742], [558.2008003726, 0.4198814512], [461.4114714423, 530.5254969413], [354.7242881504, 685.40453619], [193.6611295657,
-669.7432521028], [352.3140807211, 140.3273323662], [308.434570974, 115.2054269847], [299.588137008, 530.588961902], [334.2748764383, 152.1494569394], [690.9658585947, 134.5793307203], [48.0798124069, 270.968067372], [91.6467647724, 166.3541158474]]
-optimal = 6528
+cities = [[6734, 1453], [2233, 10], [5530, 1424], [401, 841], [3082, 1644], [7608, 4458], [7573, 3716], [7265, 1268], [6898, 1885], [1112, 2049], [5468, 2606], [5989, 2873], [4706, 2674], [4612, 2035], [6347, 2683], [6107, 669], [7611, 5184], [7462, 3590], [7732, 4723], [5900, 3561], [4483, 3369], [6101, 1110], [5199, 2182], [1633, 2809], [4307, 2322], [675, 1006], [7555, 4819], [7541, 3981], [3177, 756], [7352, 4506], [7545, 2801], [3245, 3305], [6426, 3173], [4608, 1198], [23, 2216], [7248, 3779], [7762, 4595], [7392, 2244], [3484, 2829], [6271, 2135], [4985, 140], [1916, 1569], [7280, 4899], [7509, 3239], [10, 2676], [6807, 2993], [5185, 3258], [3023, 1942]]
+optimal = 33523
-max_times = [0.01, 0.1, 0.2, 0.5, 1, 2, 5, 10, 20]
+max_times = [0.01, 0.1, 0.2, 0.5]
n_ants = 10
alpha = 1
-beta = 6
+beta = 4
evaporation = 0.5
intensification = 2
n_runs = 3 # Nombre de fois où chaque configuration sera exécutée pour obtenir une moyenne