1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2011 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.Optimization;
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26 | using HeuristicLab.Parameters;
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27 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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28 |
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29 | namespace HeuristicLab.Problems.VehicleRouting.Encodings.Potvin {
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30 | [Item("PotvinCrossover", "A VRP crossover operation.")]
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31 | [StorableClass]
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32 | public abstract class PotvinCrossover : VRPCrossover, IStochasticOperator {
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33 | public ILookupParameter<IRandom> RandomParameter {
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34 | get { return (LookupParameter<IRandom>)Parameters["Random"]; }
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35 | }
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36 |
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37 | [StorableConstructor]
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38 | protected PotvinCrossover(bool deserializing) : base(deserializing) { }
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39 | protected PotvinCrossover(PotvinCrossover original, Cloner cloner)
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40 | : base(original, cloner) {
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41 | }
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42 |
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43 | public PotvinCrossover() {
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44 | Parameters.Add(new LookupParameter<IRandom>("Random", "The pseudo random number generator which should be used for stochastic manipulation operators."));
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45 | }
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46 |
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47 | protected abstract PotvinEncoding Crossover(IRandom random, PotvinEncoding parent1, PotvinEncoding parent2);
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48 |
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49 | protected bool FindInsertionPlace(PotvinEncoding individual, int city, out int route, out int place) {
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50 | return individual.FindInsertionPlace(
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51 | DueTimeParameter.ActualValue, ServiceTimeParameter.ActualValue, ReadyTimeParameter.ActualValue,
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52 | DemandParameter.ActualValue, CapacityParameter.ActualValue, CoordinatesParameter.ActualValue,
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53 | DistanceMatrixParameter, UseDistanceMatrixParameter.ActualValue,
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54 | city, -1, out route, out place);
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55 | }
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56 |
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57 | protected Tour FindRoute(PotvinEncoding solution, int city) {
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58 | Tour found = null;
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59 |
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60 | foreach (Tour tour in solution.Tours) {
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61 | if (tour.Cities.Contains(city)) {
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62 | found = tour;
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63 | break;
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64 | }
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65 | }
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66 |
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67 | return found;
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68 | }
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69 |
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70 | protected bool Repair(IRandom random, PotvinEncoding solution, Tour newTour) {
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71 | bool success = true;
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72 |
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73 | //remove duplicates from new tour
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74 | for (int i = 0; i < newTour.Cities.Count; i++) {
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75 | for (int j = 0; j < newTour.Cities.Count; j++) {
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76 | if (newTour.Cities[i] == newTour.Cities[j] && i != j) {
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77 | if (random.NextDouble() < 0.5)
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78 | newTour.Cities[i] = 0;
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79 | else
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80 | newTour.Cities[j] = 0;
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81 | }
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82 | }
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83 | }
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84 | while (newTour.Cities.Contains(0))
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85 | newTour.Cities.Remove(0);
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86 |
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87 | //remove duplicates from old tours
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88 | for (int i = 0; i < newTour.Cities.Count; i++) {
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89 | foreach (Tour tour in solution.Tours) {
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90 | if (tour != newTour && tour.Cities.Contains(newTour.Cities[i])) {
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91 | tour.Cities.Remove(newTour.Cities[i]);
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92 | }
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93 | }
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94 | }
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95 |
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96 | //remove empty tours
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97 | List<Tour> toBeDeleted = new List<Tour>();
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98 | foreach (Tour tour in solution.Tours) {
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99 | if (tour.Cities.Count == 0)
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100 | toBeDeleted.Add(tour);
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101 | }
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102 | foreach (Tour tour in toBeDeleted) {
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103 | solution.Tours.Remove(tour);
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104 | }
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105 |
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106 | //route unrouted vehicles
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107 | int index = 0;
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108 | while (index < solution.Unrouted.Count && success) {
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109 | int unrouted = solution.Unrouted[index];
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110 |
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111 | int route, place;
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112 | if (FindInsertionPlace(solution, unrouted, out route, out place)) {
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113 | solution.Tours[route].Cities.Insert(place, unrouted);
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114 | } else {
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115 | success = false;
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116 | }
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117 |
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118 | index++;
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119 | }
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120 |
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121 | for (int i = 0; i < index; i++)
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122 | solution.Unrouted.RemoveAt(0);
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123 |
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124 | return success;
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125 | }
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126 |
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127 | public override IOperation Apply() {
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128 | ItemArray<IVRPEncoding> parents = new ItemArray<IVRPEncoding>(ParentsParameter.ActualValue.Length);
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129 | for (int i = 0; i < ParentsParameter.ActualValue.Length; i++) {
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130 | IVRPEncoding solution = ParentsParameter.ActualValue[i];
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131 |
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132 | if (!(solution is PotvinEncoding)) {
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133 | parents[i] = PotvinEncoding.ConvertFrom(solution, DistanceMatrixParameter);
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134 | } else {
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135 | parents[i] = solution;
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136 | }
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137 | }
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138 | ParentsParameter.ActualValue = parents;
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139 |
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140 | ChildParameter.ActualValue = Crossover(RandomParameter.ActualValue, parents[0] as PotvinEncoding, parents[1] as PotvinEncoding);
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141 |
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142 | return base.Apply();
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143 | }
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144 | }
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145 | }
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