[4379] | 1 | #region License Information
|
---|
| 2 | /* HeuristicLab
|
---|
[9456] | 3 | * Copyright (C) 2002-2013 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
|
---|
[4379] | 4 | *
|
---|
| 5 | * This file is part of HeuristicLab.
|
---|
| 6 | *
|
---|
| 7 | * HeuristicLab is free software: you can redistribute it and/or modify
|
---|
| 8 | * it under the terms of the GNU General Public License as published by
|
---|
| 9 | * the Free Software Foundation, either version 3 of the License, or
|
---|
| 10 | * (at your option) any later version.
|
---|
| 11 | *
|
---|
| 12 | * HeuristicLab is distributed in the hope that it will be useful,
|
---|
| 13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
|
---|
| 14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
---|
| 15 | * GNU General Public License for more details.
|
---|
| 16 | *
|
---|
| 17 | * You should have received a copy of the GNU General Public License
|
---|
| 18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
|
---|
| 19 | */
|
---|
| 20 | #endregion
|
---|
| 21 |
|
---|
[8053] | 22 | using System;
|
---|
| 23 | using System.Collections.Generic;
|
---|
[4379] | 24 | using HeuristicLab.Common;
|
---|
| 25 | using HeuristicLab.Core;
|
---|
| 26 | using HeuristicLab.Encodings.PermutationEncoding;
|
---|
| 27 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
|
---|
| 28 | using HeuristicLab.Problems.VehicleRouting.Encodings.General;
|
---|
| 29 | using HeuristicLab.Problems.VehicleRouting.Interfaces;
|
---|
| 30 | using HeuristicLab.Problems.VehicleRouting.ProblemInstances;
|
---|
| 31 |
|
---|
| 32 | namespace HeuristicLab.Problems.VehicleRouting.Encodings.Prins {
|
---|
| 33 | [Item("PrinsEncoding", "Represents an Prins encoding of VRP solutions. It is implemented as described in Prins, C. (2004). A simple and effective evolutionary algorithm for the vehicle routing problem. Computers & Operations Research, 12:1985-2002.")]
|
---|
| 34 | [StorableClass]
|
---|
| 35 | public class PrinsEncoding : PermutationEncoding {
|
---|
| 36 | #region IVRPEncoding Members
|
---|
[7856] | 37 | public override int GetTourIndex(Tour tour) {
|
---|
| 38 | return 0;
|
---|
| 39 | }
|
---|
| 40 |
|
---|
[4379] | 41 | public override List<Tour> GetTours() {
|
---|
| 42 | List<Tour> result = new List<Tour>();
|
---|
| 43 |
|
---|
| 44 | int cities = ProblemInstance.Cities.Value;
|
---|
| 45 |
|
---|
| 46 | //Split permutation into vector P
|
---|
| 47 | int[] P = new int[cities + 1];
|
---|
| 48 | for (int i = 0; i <= cities; i++)
|
---|
| 49 | P[i] = -1;
|
---|
| 50 |
|
---|
| 51 | double[] V = new double[cities + 1];
|
---|
| 52 | V[0] = 0;
|
---|
| 53 | for (int i = 1; i <= cities; i++) {
|
---|
[6758] | 54 | V[i] = double.MaxValue;
|
---|
[4379] | 55 | }
|
---|
| 56 |
|
---|
| 57 | for (int i = 1; i <= cities; i++) {
|
---|
| 58 | int j = i;
|
---|
| 59 | Tour tour = new Tour();
|
---|
| 60 | bool feasible = true;
|
---|
| 61 |
|
---|
| 62 | do {
|
---|
[8053] | 63 | tour.Stops.Add(this[j - 1] + 1);
|
---|
[4379] | 64 |
|
---|
| 65 | VRPEvaluation eval =
|
---|
[6838] | 66 | ProblemInstance.EvaluateTour(tour, this);
|
---|
[4379] | 67 |
|
---|
| 68 | double cost = eval.Quality;
|
---|
[6607] | 69 | feasible = ProblemInstance.Feasible(eval);
|
---|
[4379] | 70 |
|
---|
[6710] | 71 | if (feasible || j == i) {
|
---|
[4379] | 72 | if (V[i - 1] + cost < V[j]) {
|
---|
| 73 | V[j] = V[i - 1] + cost;
|
---|
| 74 | P[j] = i - 1;
|
---|
| 75 | }
|
---|
| 76 | j++;
|
---|
| 77 | }
|
---|
| 78 |
|
---|
| 79 | } while (j <= cities && feasible);
|
---|
| 80 | }
|
---|
| 81 |
|
---|
| 82 | //extract VRP solution from vector P
|
---|
| 83 | int index = 0;
|
---|
| 84 | int index2 = cities;
|
---|
| 85 | Tour trip = null;
|
---|
| 86 | do {
|
---|
| 87 | index = P[index2];
|
---|
| 88 | trip = new Tour();
|
---|
| 89 |
|
---|
| 90 | for (int k = index + 1; k <= index2; k++) {
|
---|
| 91 | trip.Stops.Add(this[k - 1] + 1);
|
---|
| 92 | }
|
---|
| 93 |
|
---|
| 94 | if (trip.Stops.Count > 0)
|
---|
| 95 | result.Add(trip);
|
---|
| 96 |
|
---|
| 97 | index2 = index;
|
---|
| 98 | } while (index != 0);
|
---|
| 99 |
|
---|
| 100 | //if there are too many vehicles - repair
|
---|
| 101 | while (result.Count > ProblemInstance.Vehicles.Value) {
|
---|
| 102 | Tour tour = result[result.Count - 1];
|
---|
| 103 |
|
---|
| 104 | //find predecessor / successor in permutation
|
---|
| 105 | int predecessorIndex = Array.IndexOf(this.array, tour.Stops[0] - 1) - 1;
|
---|
| 106 | if (predecessorIndex >= 0) {
|
---|
| 107 | int predecessor = this[predecessorIndex] + 1;
|
---|
| 108 |
|
---|
| 109 | foreach (Tour t in result) {
|
---|
| 110 | int insertPosition = t.Stops.IndexOf(predecessor) + 1;
|
---|
| 111 | if (insertPosition != -1) {
|
---|
| 112 | t.Stops.InsertRange(insertPosition, tour.Stops);
|
---|
| 113 | break;
|
---|
| 114 | }
|
---|
| 115 | }
|
---|
| 116 | } else {
|
---|
| 117 | int successorIndex = Array.IndexOf(this.array,
|
---|
| 118 | tour.Stops[tour.Stops.Count - 1] - 1) + 1;
|
---|
| 119 | int successor = this[successorIndex] + 1;
|
---|
| 120 |
|
---|
| 121 | foreach (Tour t in result) {
|
---|
| 122 | int insertPosition = t.Stops.IndexOf(successor);
|
---|
| 123 | if (insertPosition != -1) {
|
---|
| 124 | t.Stops.InsertRange(insertPosition, tour.Stops);
|
---|
| 125 | break;
|
---|
| 126 | }
|
---|
| 127 | }
|
---|
| 128 | }
|
---|
| 129 |
|
---|
| 130 | result.Remove(tour);
|
---|
| 131 | }
|
---|
| 132 |
|
---|
| 133 | return result;
|
---|
| 134 | }
|
---|
| 135 | #endregion
|
---|
| 136 | public PrinsEncoding(Permutation permutation, IVRPProblemInstance problemInstance)
|
---|
| 137 | : base(permutation, problemInstance) {
|
---|
| 138 | }
|
---|
| 139 |
|
---|
| 140 | [StorableConstructor]
|
---|
[7906] | 141 | protected PrinsEncoding(bool serializing)
|
---|
[4379] | 142 | : base(serializing) {
|
---|
| 143 | }
|
---|
| 144 |
|
---|
[4752] | 145 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
| 146 | return new PrinsEncoding(this, cloner);
|
---|
| 147 | }
|
---|
| 148 |
|
---|
| 149 | protected PrinsEncoding(PrinsEncoding original, Cloner cloner)
|
---|
| 150 | : base(original, cloner) {
|
---|
| 151 | }
|
---|
| 152 |
|
---|
[4379] | 153 | public static PrinsEncoding ConvertFrom(IVRPEncoding encoding, IVRPProblemInstance problemInstance) {
|
---|
| 154 | List<Tour> tours = encoding.GetTours();
|
---|
| 155 | List<int> route = new List<int>();
|
---|
| 156 |
|
---|
| 157 | foreach (Tour tour in tours) {
|
---|
| 158 | foreach (int city in tour.Stops)
|
---|
| 159 | route.Add(city - 1);
|
---|
| 160 | }
|
---|
| 161 |
|
---|
| 162 | return new PrinsEncoding(
|
---|
| 163 | new Permutation(PermutationTypes.RelativeUndirected, route.ToArray()), problemInstance);
|
---|
| 164 | }
|
---|
| 165 |
|
---|
| 166 | public static PrinsEncoding ConvertFrom(List<int> routeParam, IVRPProblemInstance problemInstance) {
|
---|
| 167 | List<int> route = new List<int>(routeParam);
|
---|
| 168 |
|
---|
| 169 | while (route.Remove(0)) { //remove all delimiters (0)
|
---|
| 170 | }
|
---|
| 171 |
|
---|
| 172 | for (int i = 0; i < route.Count; i++)
|
---|
| 173 | route[i]--;
|
---|
| 174 |
|
---|
| 175 | return new PrinsEncoding(
|
---|
| 176 | new Permutation(PermutationTypes.RelativeUndirected, route.ToArray()), problemInstance);
|
---|
| 177 | }
|
---|
| 178 | }
|
---|
| 179 | }
|
---|