1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2015 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;
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23 | using System.Collections.Generic;
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24 | using System.Linq;
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25 | using HeuristicLab.Common;
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26 | using HeuristicLab.Core;
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27 | using HeuristicLab.Data;
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28 | using HeuristicLab.Parameters;
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29 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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30 | using HeuristicLab.Problems.VehicleRouting.Encodings.General;
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31 | using HeuristicLab.Problems.VehicleRouting.Interfaces;
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32 |
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33 | namespace HeuristicLab.Problems.VehicleRouting.ProblemInstances {
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34 | [Item("VRPProblemInstance", "Represents a VRP instance.")]
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35 | [StorableType("21C009D0-AE15-4516-91F3-76854C0B67E6")]
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36 | public abstract class VRPProblemInstance : ParameterizedNamedItem, IVRPProblemInstance, IStatefulItem {
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37 | IVRPEvaluator moveEvaluator;
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38 |
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39 | private object locker = new object();
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40 |
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41 | public IVRPEvaluator MoveEvaluator {
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42 | get {
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43 | lock (locker) {
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44 | if (evaluator == null)
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45 | return null;
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46 | else {
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47 | if (moveEvaluator == null) {
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48 | moveEvaluator = evaluator.Clone() as IVRPEvaluator;
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49 |
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50 | foreach (IParameter parameter in moveEvaluator.Parameters) {
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51 | if (parameter is ILookupParameter
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52 | && parameter != moveEvaluator.ProblemInstanceParameter
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53 | && parameter != moveEvaluator.VRPToursParameter) {
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54 | (parameter as ILookupParameter).ActualName =
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55 | VRPMoveEvaluator.MovePrefix +
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56 | (parameter as ILookupParameter).ActualName;
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57 | }
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58 | }
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59 | }
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60 |
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61 | return moveEvaluator;
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62 | }
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63 | }
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64 | }
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65 | }
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66 |
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67 | protected abstract IEnumerable<IOperator> GetOperators();
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68 | protected abstract IEnumerable<IOperator> GetAnalyzers();
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69 |
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70 | public IEnumerable<IOperator> Operators {
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71 | get {
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72 | return GetOperators().Union(GetAnalyzers());
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73 | }
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74 | }
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75 |
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76 | protected ValueParameter<DoubleMatrix> CoordinatesParameter {
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77 | get { return (ValueParameter<DoubleMatrix>)Parameters["Coordinates"]; }
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78 | }
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79 | protected OptionalValueParameter<DoubleMatrix> DistanceMatrixParameter {
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80 | get { return (OptionalValueParameter<DoubleMatrix>)Parameters["DistanceMatrix"]; }
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81 | }
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82 | protected ValueParameter<BoolValue> UseDistanceMatrixParameter {
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83 | get { return (ValueParameter<BoolValue>)Parameters["UseDistanceMatrix"]; }
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84 | }
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85 | protected ValueParameter<IntValue> VehiclesParameter {
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86 | get { return (ValueParameter<IntValue>)Parameters["Vehicles"]; }
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87 | }
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88 | protected ValueParameter<DoubleArray> DemandParameter {
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89 | get { return (ValueParameter<DoubleArray>)Parameters["Demand"]; }
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90 | }
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91 |
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92 | protected IValueParameter<DoubleValue> FleetUsageFactorParameter {
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93 | get { return (IValueParameter<DoubleValue>)Parameters["EvalFleetUsageFactor"]; }
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94 | }
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95 | protected IValueParameter<DoubleValue> DistanceFactorParameter {
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96 | get { return (IValueParameter<DoubleValue>)Parameters["EvalDistanceFactor"]; }
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97 | }
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98 |
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99 | public DoubleMatrix Coordinates {
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100 | get { return CoordinatesParameter.Value; }
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101 | set { CoordinatesParameter.Value = value; }
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102 | }
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103 |
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104 | public DoubleMatrix DistanceMatrix {
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105 | get { return DistanceMatrixParameter.Value; }
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106 | set { DistanceMatrixParameter.Value = value; }
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107 | }
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108 | public BoolValue UseDistanceMatrix {
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109 | get { return UseDistanceMatrixParameter.Value; }
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110 | set { UseDistanceMatrixParameter.Value = value; }
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111 | }
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112 | public IntValue Vehicles {
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113 | get { return VehiclesParameter.Value; }
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114 | set { VehiclesParameter.Value = value; }
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115 | }
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116 | public DoubleArray Demand {
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117 | get { return DemandParameter.Value; }
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118 | set { DemandParameter.Value = value; }
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119 | }
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120 | public virtual IntValue Cities {
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121 | get { return new IntValue(Demand.Length); }
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122 | }
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123 |
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124 | public DoubleValue FleetUsageFactor {
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125 | get { return FleetUsageFactorParameter.Value; }
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126 | set { FleetUsageFactorParameter.Value = value; }
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127 | }
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128 | public DoubleValue DistanceFactor {
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129 | get { return DistanceFactorParameter.Value; }
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130 | set { DistanceFactorParameter.Value = value; }
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131 | }
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132 |
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133 | protected virtual double CalculateDistance(int start, int end) {
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134 | double distance = 0.0;
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135 |
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136 | distance =
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137 | Math.Sqrt(
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138 | Math.Pow(Coordinates[start, 0] - Coordinates[end, 0], 2) +
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139 | Math.Pow(Coordinates[start, 1] - Coordinates[end, 1], 2));
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140 |
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141 | return distance;
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142 | }
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143 |
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144 | private DoubleMatrix CreateDistanceMatrix() {
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145 | DoubleMatrix distanceMatrix = new DoubleMatrix(Coordinates.Rows, Coordinates.Rows);
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146 |
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147 | for (int i = 0; i < distanceMatrix.Rows; i++) {
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148 | for (int j = 0; j < distanceMatrix.Columns; j++) {
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149 | double distance = CalculateDistance(i, j);
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150 |
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151 | distanceMatrix[i, j] = distance;
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152 | }
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153 | }
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154 |
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155 | return distanceMatrix;
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156 | }
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157 |
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158 | public virtual double[] GetCoordinates(int city) {
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159 | double[] coordinates = new double[Coordinates.Columns];
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160 |
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161 | for (int i = 0; i < Coordinates.Columns; i++) {
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162 | coordinates[i] = Coordinates[city, i];
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163 | }
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164 |
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165 | return coordinates;
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166 | }
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167 |
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168 | public virtual double GetDemand(int city) {
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169 | return Demand[city];
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170 | }
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171 |
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172 | //cache for performance improvement
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173 | private DoubleMatrix distanceMatrix = null;
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174 | private IVRPEvaluator evaluator = null;
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175 |
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176 | public IVRPEvaluator SolutionEvaluator {
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177 | get {
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178 | return evaluator;
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179 | }
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180 |
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181 | set {
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182 | lock (locker) {
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183 | moveEvaluator = null;
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184 | evaluator = value;
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185 | EvalBestKnownSolution();
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186 | }
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187 | }
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188 | }
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189 |
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190 | public virtual double GetDistance(int start, int end, IVRPEncoding solution) {
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191 | if (distanceMatrix == null && UseDistanceMatrix.Value) {
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192 | if (DistanceMatrix == null) DistanceMatrix = CreateDistanceMatrix();
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193 | distanceMatrix = DistanceMatrix;
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194 | }
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195 |
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196 | if (distanceMatrix != null) return distanceMatrix[start, end];
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197 | return CalculateDistance(start, end);
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198 | }
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199 |
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200 | public virtual double GetInsertionDistance(int start, int customer, int end, IVRPEncoding solution,
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201 | out double startDistance, out double endDistance) {
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202 | double distance = GetDistance(start, end, solution);
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203 |
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204 | startDistance = GetDistance(start, customer, solution);
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205 | endDistance = GetDistance(customer, end, solution);
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206 |
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207 | double newDistance = startDistance + endDistance;
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208 |
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209 | return newDistance - distance;
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210 | }
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211 |
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212 | public bool Feasible(IVRPEncoding solution) {
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213 | return evaluator.Feasible(
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214 | evaluator.Evaluate(
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215 | this, solution));
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216 | }
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217 |
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218 | public bool TourFeasible(Tour tour, IVRPEncoding solution) {
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219 | return evaluator.Feasible(
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220 | evaluator.EvaluateTour(
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221 | this, tour, solution));
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222 | }
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223 |
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224 | public VRPEvaluation Evaluate(IVRPEncoding solution) {
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225 | return evaluator.Evaluate(this, solution);
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226 | }
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227 |
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228 | public VRPEvaluation EvaluateTour(Tour tour, IVRPEncoding solution) {
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229 | return evaluator.EvaluateTour(this, tour, solution);
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230 | }
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231 |
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232 | public bool Feasible(VRPEvaluation eval) {
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233 | return evaluator.Feasible(eval);
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234 | }
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235 |
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236 | public double GetInsertionCosts(VRPEvaluation eval, IVRPEncoding solution, int customer, int tour, int index, out bool feasible) {
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237 | return evaluator.GetInsertionCosts(this, solution, eval, customer, tour, index, out feasible);
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238 | }
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239 |
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240 |
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241 | public event EventHandler EvaluationChanged;
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242 |
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243 | protected void EvalBestKnownSolution() {
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244 | EventHandler tmp = EvaluationChanged;
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245 | if (tmp != null)
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246 | tmp(this, null);
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247 | }
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248 |
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249 | protected abstract IVRPEvaluator Evaluator { get; }
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250 | protected abstract IVRPCreator Creator { get; }
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251 |
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252 | [StorableConstructor]
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253 | protected VRPProblemInstance(bool deserializing) : base(deserializing) { }
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254 |
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255 | public VRPProblemInstance()
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256 | : base() {
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257 | Parameters.Add(new ValueParameter<DoubleMatrix>("Coordinates", "The x- and y-Coordinates of the cities.", new DoubleMatrix()));
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258 | Parameters.Add(new OptionalValueParameter<DoubleMatrix>("DistanceMatrix", "The matrix which contains the distances between the cities."));
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259 | Parameters.Add(new ValueParameter<BoolValue>("UseDistanceMatrix", "True if a distance matrix should be calculated and used for evaluation, otherwise false.", new BoolValue(true)));
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260 | Parameters.Add(new ValueParameter<IntValue>("Vehicles", "The number of vehicles.", new IntValue(0)));
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261 | Parameters.Add(new ValueParameter<DoubleArray>("Demand", "The demand of each customer.", new DoubleArray()));
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262 |
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263 | Parameters.Add(new ValueParameter<DoubleValue>("EvalFleetUsageFactor", "The fleet usage factor considered in the evaluation.", new DoubleValue(0)));
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264 | Parameters.Add(new ValueParameter<DoubleValue>("EvalDistanceFactor", "The distance factor considered in the evaluation.", new DoubleValue(1)));
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265 |
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266 | evaluator = Evaluator;
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267 | AttachEventHandlers();
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268 | }
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269 |
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270 | protected VRPProblemInstance(VRPProblemInstance original, Cloner cloner)
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271 | : base(original, cloner) {
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272 | evaluator = Evaluator;
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273 | AttachEventHandlers();
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274 | }
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275 |
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276 | [StorableHook(HookType.AfterDeserialization)]
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277 | private void AfterDeserialization() {
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278 | evaluator = Evaluator;
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279 | AttachEventHandlers();
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280 | }
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281 |
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282 | private void AttachEventHandlers() {
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283 | DistanceFactorParameter.ValueChanged += new EventHandler(DistanceFactorParameter_ValueChanged);
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284 | DistanceFactorParameter.Value.ValueChanged += new EventHandler(DistanceFactor_ValueChanged);
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285 | FleetUsageFactorParameter.ValueChanged += new EventHandler(FleetUsageFactorParameter_ValueChanged);
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286 | FleetUsageFactorParameter.Value.ValueChanged += new EventHandler(FleetUsageFactor_ValueChanged);
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287 | DistanceMatrixParameter.ValueChanged += new EventHandler(DistanceMatrixParameter_ValueChanged);
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288 | if (DistanceMatrix != null) {
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289 | DistanceMatrix.ItemChanged += new EventHandler<EventArgs<int, int>>(DistanceMatrix_ItemChanged);
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290 | DistanceMatrix.Reset += new EventHandler(DistanceMatrix_Reset);
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291 | }
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292 | UseDistanceMatrixParameter.ValueChanged += new EventHandler(UseDistanceMatrixParameter_ValueChanged);
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293 | UseDistanceMatrix.ValueChanged += new EventHandler(UseDistanceMatrix_ValueChanged);
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294 | }
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295 |
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296 | public virtual void InitializeState() {
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297 | }
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298 |
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299 | public virtual void ClearState() {
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300 | }
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301 |
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302 | #region Event handlers
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303 | void DistanceFactorParameter_ValueChanged(object sender, EventArgs e) {
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304 | DistanceFactorParameter.Value.ValueChanged += new EventHandler(DistanceFactor_ValueChanged);
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305 | EvalBestKnownSolution();
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306 | }
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307 | void DistanceFactor_ValueChanged(object sender, EventArgs e) {
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308 | EvalBestKnownSolution();
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309 | }
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310 | void FleetUsageFactorParameter_ValueChanged(object sender, EventArgs e) {
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311 | FleetUsageFactorParameter.Value.ValueChanged += new EventHandler(FleetUsageFactor_ValueChanged);
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312 | EvalBestKnownSolution();
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313 | }
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314 | void FleetUsageFactor_ValueChanged(object sender, EventArgs e) {
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315 | EvalBestKnownSolution();
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316 | }
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317 | void DistanceMatrixParameter_ValueChanged(object sender, EventArgs e) {
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318 | if (DistanceMatrix != null) {
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319 | DistanceMatrix.ItemChanged += new EventHandler<EventArgs<int, int>>(DistanceMatrix_ItemChanged);
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320 | DistanceMatrix.Reset += new EventHandler(DistanceMatrix_Reset);
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321 | }
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322 | distanceMatrix = DistanceMatrix;
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323 | EvalBestKnownSolution();
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324 | }
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325 | void DistanceMatrix_Reset(object sender, EventArgs e) {
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326 | EvalBestKnownSolution();
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327 | }
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328 | void DistanceMatrix_ItemChanged(object sender, EventArgs<int, int> e) {
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329 | distanceMatrix = DistanceMatrix;
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330 | EvalBestKnownSolution();
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331 | }
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332 | void UseDistanceMatrixParameter_ValueChanged(object sender, EventArgs e) {
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333 | UseDistanceMatrix.ValueChanged += new EventHandler(UseDistanceMatrix_ValueChanged);
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334 | if (!UseDistanceMatrix.Value)
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335 | distanceMatrix = null;
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336 | EvalBestKnownSolution();
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337 | }
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338 | void UseDistanceMatrix_ValueChanged(object sender, EventArgs e) {
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339 | if (!UseDistanceMatrix.Value)
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340 | distanceMatrix = null;
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341 | EvalBestKnownSolution();
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342 | }
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343 | #endregion
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344 | }
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345 | }
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