1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2019 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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4 | *
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5 | * This file is part of HeuristicLab.
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6 | *
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7 | * HeuristicLab is free software: you can redistribute it and/or modify
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8 | * it under the terms of the GNU General Public License as published by
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9 | * the Free Software Foundation, either version 3 of the License, or
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10 | * (at your option) any later version.
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11 | *
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12 | * HeuristicLab is distributed in the hope that it will be useful,
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13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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15 | * GNU General Public License for more details.
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16 | *
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17 | * You should have received a copy of the GNU General Public License
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18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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19 | */
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20 | #endregion
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21 |
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22 | using System.Collections.Generic;
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23 | using HeuristicLab.Common;
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24 | using HeuristicLab.Core;
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25 | using HeuristicLab.Data;
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26 | using HeuristicLab.Encodings.PermutationEncoding;
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27 | using HEAL.Attic;
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28 | using HeuristicLab.Problems.VehicleRouting.Interfaces;
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29 |
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30 | namespace HeuristicLab.Problems.VehicleRouting.Encodings.Alba {
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31 | [Item("AlbaEncoding", "Represents an Alba encoding of VRP solutions. It is implemented as described in Alba, E. and Dorronsoro, B. (2004). Solving the Vehicle Routing Problem by Using Cellular Genetic Algorithms.")]
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32 | [StorableType("8BB9735D-8371-46C1-B843-A6864B2ACDA5")]
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33 | public class AlbaEncoding : General.PermutationEncoding {
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34 | #region IVRPEncoding Members
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35 | public override List<Tour> GetTours() {
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36 | Repair();
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37 | List<Tour> result = new List<Tour>();
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38 |
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39 | int cities = ProblemInstance.Cities.Value;
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40 |
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41 | Tour tour = new Tour();
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42 | for (int i = 0; i < this.array.Length; i++) {
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43 | if (this.array[i] >= cities) {
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44 | if (tour.Stops.Count > 0) {
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45 | result.Add(tour);
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46 |
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47 | tour = new Tour();
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48 | }
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49 | } else {
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50 | tour.Stops.Add(this.array[i] + 1);
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51 | }
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52 | }
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53 |
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54 | if (tour.Stops.Count > 0) {
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55 | result.Add(tour);
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56 | }
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57 |
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58 | return result;
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59 | }
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60 |
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61 | public override int GetVehicleAssignment(int tour) {
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62 | int vehicleAssignment = -1;
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63 | Tour currentTour = GetTours()[tour];
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64 |
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65 | int lastStop = currentTour.Stops[
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66 | currentTour.Stops.Count - 1] - 1;
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67 |
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68 | int lastStopIndex = this.IndexOf(lastStop);
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69 |
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70 | if (lastStopIndex == this.Length - 1) {
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71 | int i = this.Length - 1;
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72 |
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73 | while (vehicleAssignment == -1) {
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74 | if (this.array[i] >= ProblemInstance.Cities.Value) {
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75 | vehicleAssignment = this.array[i] - ProblemInstance.Cities.Value;
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76 | }
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77 |
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78 | i--;
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79 | }
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80 | } else
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81 | vehicleAssignment = this[lastStopIndex + 1] - this.ProblemInstance.Cities.Value;
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82 |
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83 | return vehicleAssignment;
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84 | }
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85 | #endregion
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86 |
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87 | public void Repair() {
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88 | int cities = ProblemInstance.Cities.Value;
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89 |
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90 | if (this[this.Length - 1] < cities) {
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91 | int index = this.Length - 2;
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92 | while (this[index] < cities) {
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93 | index--;
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94 | }
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95 |
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96 | int vehicle = this[index];
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97 | for (int i = index; i < this.Length - 1; i++)
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98 | this[i] = this[i + 1];
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99 | this[Length - 1] = vehicle;
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100 | }
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101 | }
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102 |
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103 | public AlbaEncoding(Permutation permutation, IVRPProblemInstance instance)
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104 | : base(permutation, instance) {
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105 | }
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106 |
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107 | [StorableConstructor]
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108 | protected AlbaEncoding(StorableConstructorFlag _) : base(_) {
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109 | }
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110 |
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111 | public override IDeepCloneable Clone(Cloner cloner) {
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112 | return new AlbaEncoding(this, cloner);
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113 | }
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114 |
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115 | protected AlbaEncoding(AlbaEncoding original, Cloner cloner)
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116 | : base(original, cloner) {
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117 | }
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118 |
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119 | public static AlbaEncoding ConvertFrom(List<int> routeParam, IVRPProblemInstance instance) {
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120 | List<int> route = new List<int>(routeParam);
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121 |
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122 | int cities = instance.Cities.Value;
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123 |
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124 | for (int i = 0; i < route.Count; i++) {
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125 | if (route[i] <= 0) {
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126 | int vehicle = -route[i];
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127 | route[i] = cities + vehicle;
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128 | } else {
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129 | route[i] = route[i] - 1;
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130 | }
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131 | }
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132 |
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133 | return new AlbaEncoding(
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134 | new Permutation(PermutationTypes.RelativeUndirected, route.ToArray()),
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135 | instance);
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136 | }
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137 |
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138 | public static AlbaEncoding ConvertFrom(IVRPEncoding encoding, IVRPProblemInstance instance) {
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139 | List<Tour> tours = encoding.GetTours();
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140 |
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141 | int cities = 0;
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142 | foreach (Tour tour in tours) {
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143 | cities += tour.Stops.Count;
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144 | }
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145 |
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146 | int emptyVehicles = instance.Vehicles.Value - tours.Count;
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147 |
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148 | int[] array = new int[cities + tours.Count + emptyVehicles];
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149 | int delimiter = 0;
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150 | int arrayIndex = 0;
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151 |
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152 | foreach (Tour tour in tours) {
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153 | foreach (int city in tour.Stops) {
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154 | array[arrayIndex] = city - 1;
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155 | arrayIndex++;
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156 | }
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157 |
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158 | if (arrayIndex != array.Length) {
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159 | array[arrayIndex] = cities + encoding.GetVehicleAssignment(delimiter);
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160 |
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161 | delimiter++;
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162 | arrayIndex++;
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163 | }
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164 | }
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165 |
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166 | for (int i = 0; i < emptyVehicles; i++) {
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167 | array[arrayIndex] = cities + encoding.GetVehicleAssignment(delimiter);
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168 |
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169 | delimiter++;
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170 | arrayIndex++;
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171 | }
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172 |
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173 | AlbaEncoding solution = new AlbaEncoding(new Permutation(PermutationTypes.RelativeUndirected, new IntArray(array)), instance);
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174 |
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175 | return solution;
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176 | }
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177 | }
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178 | }
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