1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2010 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.Drawing;
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25 | using System.Linq;
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26 | using HeuristicLab.Common;
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27 | using HeuristicLab.Core;
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28 | using HeuristicLab.Data;
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29 | using HeuristicLab.Encodings.PermutationEncoding;
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30 | using HeuristicLab.Optimization;
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31 | using HeuristicLab.Parameters;
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32 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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33 | using HeuristicLab.PluginInfrastructure;
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34 | using HeuristicLab.Problems.VehicleRouting.Interfaces;
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35 | using HeuristicLab.Problems.VehicleRouting.Parsers;
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36 | using HeuristicLab.Problems.VehicleRouting.ProblemInstances;
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37 | using HeuristicLab.Problems.VehicleRouting.Variants;
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38 |
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39 | namespace HeuristicLab.Problems.VehicleRouting {
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40 | [Item("Vehicle Routing Problem", "Represents a Vehicle Routing Problem.")]
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41 | [Creatable("Problems")]
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42 | [StorableClass]
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43 | public sealed class VehicleRoutingProblem : ParameterizedNamedItem, ISingleObjectiveProblem {
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44 | public override Image ItemImage {
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45 | get { return HeuristicLab.Common.Resources.VS2008ImageLibrary.Type; }
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46 | }
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47 |
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48 | #region Parameter Properties
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49 | public ValueParameter<BoolValue> MaximizationParameter {
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50 | get { return (ValueParameter<BoolValue>)Parameters["Maximization"]; }
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51 | }
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52 | IParameter ISingleObjectiveProblem.MaximizationParameter {
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53 | get { return MaximizationParameter; }
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54 | }
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55 | public ValueParameter<IVRPProblemInstance> ProblemInstanceParameter {
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56 | get { return (ValueParameter<IVRPProblemInstance>)Parameters["ProblemInstance"]; }
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57 | }
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58 | public OptionalValueParameter<DoubleValue> BestKnownQualityParameter {
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59 | get { return (OptionalValueParameter<DoubleValue>)Parameters["BestKnownQuality"]; }
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60 | }
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61 | IParameter ISingleObjectiveProblem.BestKnownQualityParameter {
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62 | get { return BestKnownQualityParameter; }
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63 | }
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64 | public IValueParameter<IVRPCreator> SolutionCreatorParameter {
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65 | get { return (IValueParameter<IVRPCreator>)Parameters["SolutionCreator"]; }
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66 | }
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67 | IParameter IProblem.SolutionCreatorParameter {
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68 | get { return SolutionCreatorParameter; }
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69 | }
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70 | public IValueParameter<IVRPEvaluator> EvaluatorParameter {
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71 | get { return (IValueParameter<IVRPEvaluator>)Parameters["Evaluator"]; }
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72 | }
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73 | IParameter IProblem.EvaluatorParameter {
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74 | get { return EvaluatorParameter; }
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75 | }
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76 | #endregion
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77 |
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78 | #region Properties
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79 | public IVRPProblemInstance ProblemInstance {
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80 | get { return ProblemInstanceParameter.Value; }
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81 | set { ProblemInstanceParameter.Value = value; }
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82 | }
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83 |
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84 | public ISingleObjectiveEvaluator Evaluator {
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85 | get { return ProblemInstance.EvaluatorParameter.Value; }
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86 | }
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87 |
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88 | IEvaluator IProblem.Evaluator {
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89 | get { return this.Evaluator; }
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90 | }
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91 |
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92 | public ISolutionCreator SolutionCreator {
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93 | get { return ProblemInstance.SolutionCreatorParameter.Value; }
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94 | }
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95 |
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96 | [Storable]
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97 | private List<IOperator> operators;
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98 |
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99 | public IEnumerable<IOperator> Operators {
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100 | get { return operators; }
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101 | }
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102 | #endregion
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103 |
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104 | [StorableConstructor]
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105 | private VehicleRoutingProblem(bool deserializing) : base(deserializing) { }
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106 | public VehicleRoutingProblem()
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107 | : base() {
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108 | Parameters.Add(new ValueParameter<BoolValue>("Maximization", "Set to false as the Vehicle Routing Problem is a minimization problem.", new BoolValue(false)));
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109 | Parameters.Add(new ValueParameter<IVRPProblemInstance>("ProblemInstance", "The VRP problem instance"));
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110 | Parameters.Add(new OptionalValueParameter<DoubleValue>("BestKnownQuality", "The quality of the best known solution of this VRP instance."));
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111 |
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112 | operators = new List<IOperator>();
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113 |
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114 | InitializeRandomVRPInstance();
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115 | InitializeOperators();
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116 |
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117 | AttachEventHandlers();
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118 | AttachProblemInstanceEventHandlers();
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119 | }
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120 |
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121 | public override IDeepCloneable Clone(Cloner cloner) {
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122 | VehicleRoutingProblem clone = (VehicleRoutingProblem)base.Clone(cloner);
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123 | clone.operators = operators.Select(x => (IOperator)cloner.Clone(x)).ToList();
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124 | clone.AttachEventHandlers();
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125 | return clone;
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126 | }
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127 |
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128 | #region Events
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129 | public event EventHandler SolutionCreatorChanged;
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130 | private void OnSolutionCreatorChanged() {
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131 | EventHandler handler = SolutionCreatorChanged;
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132 | if (handler != null) handler(this, EventArgs.Empty);
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133 | }
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134 | public event EventHandler EvaluatorChanged;
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135 | private void OnEvaluatorChanged() {
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136 | EventHandler handler = EvaluatorChanged;
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137 | if (handler != null) handler(this, EventArgs.Empty);
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138 | }
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139 | public event EventHandler OperatorsChanged;
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140 | private void OnOperatorsChanged() {
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141 | EventHandler handler = OperatorsChanged;
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142 | if (handler != null) handler(this, EventArgs.Empty);
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143 | }
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144 | public event EventHandler Reset;
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145 | private void OnReset() {
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146 | EventHandler handler = Reset;
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147 | if (handler != null) handler(this, EventArgs.Empty);
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148 | }
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149 | #endregion
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150 |
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151 | #region Helpers
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152 | [StorableHook(HookType.AfterDeserialization)]
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153 | private void AfterDeserializationHook() {
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154 | AttachEventHandlers();
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155 | AttachProblemInstanceEventHandlers();
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156 | }
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157 |
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158 | private void AttachEventHandlers() {
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159 | ProblemInstanceParameter.ValueChanged += new EventHandler(ProblemInstanceParameter_ValueChanged);
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160 | }
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161 |
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162 | private void AttachProblemInstanceEventHandlers() {
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163 | if (Parameters.ContainsKey("Evaluator"))
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164 | Parameters.Remove("Evaluator");
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165 |
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166 | if (Parameters.ContainsKey("SolutionCreator"))
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167 | Parameters.Remove("SolutionCreator");
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168 |
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169 | if (ProblemInstance != null) {
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170 | ProblemInstance.SolutionCreatorParameter.ValueChanged += new EventHandler(SolutionCreatorParameter_ValueChanged);
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171 | ProblemInstance.EvaluatorParameter.ValueChanged += new EventHandler(EvaluatorParameter_ValueChanged);
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172 | Parameters.Add(ProblemInstance.EvaluatorParameter);
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173 | Parameters.Add(ProblemInstance.SolutionCreatorParameter);
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174 | }
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175 | }
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176 |
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177 | void ProblemInstanceParameter_ValueChanged(object sender, EventArgs e) {
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178 | AttachProblemInstanceEventHandlers();
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179 | InitializeOperators();
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180 |
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181 | OnSolutionCreatorChanged();
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182 | OnEvaluatorChanged();
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183 | OnOperatorsChanged();
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184 | }
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185 | private void SolutionCreatorParameter_ValueChanged(object sender, EventArgs e) {
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186 | ParameterizeSolutionCreator();
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187 |
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188 | OnSolutionCreatorChanged();
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189 | }
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190 | private void EvaluatorParameter_ValueChanged(object sender, EventArgs e) {
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191 | OnEvaluatorChanged();
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192 | }
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193 |
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194 | private void InitializeOperators() {
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195 | operators = new List<IOperator>();
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196 |
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197 | if (ProblemInstance != null) {
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198 | operators.AddRange(
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199 | ProblemInstance.Operators.Concat(
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200 | ApplicationManager.Manager.GetInstances<IGeneralVRPOperator>().Cast<IOperator>()).OrderBy(op => op.Name));
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201 | }
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202 |
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203 | ParameterizeOperators();
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204 | }
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205 |
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206 | private void ParameterizeSolutionCreator() {
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207 | if (SolutionCreator is IMultiVRPOperator) {
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208 | (SolutionCreator as IMultiVRPOperator).SetOperators(Operators);
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209 | }
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210 | }
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211 |
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212 | private void ParameterizeOperators() {
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213 | foreach (IOperator op in Operators) {
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214 | if (op is IMultiVRPOperator) {
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215 | (op as IMultiVRPOperator).SetOperators(Operators);
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216 | }
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217 | }
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218 | }
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219 | #endregion
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220 |
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221 | public void ImportFromSolomon(string solomonFileName) {
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222 | SolomonParser parser = new SolomonParser(solomonFileName);
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223 | parser.Parse();
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224 |
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225 | this.Name = parser.ProblemName;
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226 | CVRPTWProblemInstance problem = new CVRPTWProblemInstance();
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227 |
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228 | problem.Coordinates = new DoubleMatrix(parser.Coordinates);
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229 | problem.Vehicles.Value = parser.Vehicles;
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230 | problem.Capacity.Value = parser.Capacity;
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231 | problem.Demand = new DoubleArray(parser.Demands);
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232 | problem.ReadyTime = new DoubleArray(parser.Readytimes);
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233 | problem.DueTime = new DoubleArray(parser.Duetimes);
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234 | problem.ServiceTime = new DoubleArray(parser.Servicetimes);
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235 |
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236 | this.ProblemInstance = problem;
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237 |
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238 | OnReset();
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239 | }
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240 |
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241 | public void ImportFromTSPLib(string tspFileName) {
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242 | TSPLIBParser parser = new TSPLIBParser(tspFileName);
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243 | parser.Parse();
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244 |
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245 | this.Name = parser.Name;
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246 | int problemSize = parser.Demands.Length;
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247 |
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248 | if (parser.Depot != 1)
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249 | throw new Exception("Invalid depot specification");
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250 |
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251 | if (parser.WeightType != TSPLIBParser.TSPLIBEdgeWeightType.EUC_2D)
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252 | throw new Exception("Invalid weight type");
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253 |
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254 | CVRPTWProblemInstance problem = new CVRPTWProblemInstance();
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255 | problem.Coordinates = new DoubleMatrix(parser.Vertices);
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256 | if (parser.Vehicles != -1)
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257 | problem.Vehicles.Value = parser.Vehicles;
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258 | else
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259 | problem.Vehicles.Value = problemSize - 1;
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260 | problem.Capacity.Value = parser.Capacity;
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261 | problem.Demand = new DoubleArray(parser.Demands);
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262 | problem.ReadyTime = new DoubleArray(problemSize);
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263 | problem.DueTime = new DoubleArray(problemSize);
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264 | problem.ServiceTime = new DoubleArray(problemSize);
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265 |
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266 | for (int i = 0; i < problemSize; i++) {
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267 | problem.ReadyTime[i] = 0;
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268 | problem.DueTime[i] = int.MaxValue;
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269 | problem.ServiceTime[i] = 0;
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270 | }
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271 |
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272 | if (parser.Distance != -1) {
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273 | problem.DueTime[0] = parser.Distance;
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274 | }
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275 |
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276 | this.ProblemInstance = problem;
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277 |
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278 | OnReset();
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279 | }
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280 |
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281 | public void ImportFromORLib(string orFileName) {
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282 | ORLIBParser parser = new ORLIBParser(orFileName);
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283 | parser.Parse();
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284 |
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285 | this.Name = parser.Name;
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286 | int problemSize = parser.Demands.Length;
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287 |
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288 | CVRPProblemInstance problem = new CVRPProblemInstance();
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289 |
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290 | problem.Coordinates = new DoubleMatrix(parser.Vertices);
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291 | problem.Vehicles.Value = problemSize - 1;
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292 | problem.Capacity.Value = parser.Capacity;
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293 | problem.Demand = new DoubleArray(parser.Demands);
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294 |
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295 | this.ProblemInstance = problem;
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296 |
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297 | OnReset();
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298 | }
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299 |
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300 | private void InitializeRandomVRPInstance() {
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301 | System.Random rand = new System.Random();
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302 |
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303 | CVRPTWProblemInstance problem = new CVRPTWProblemInstance();
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304 | int cities = 100;
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305 |
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306 | problem.Coordinates = new DoubleMatrix(cities + 1, 2);
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307 | problem.Demand = new DoubleArray(cities + 1);
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308 | problem.DueTime = new DoubleArray(cities + 1);
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309 | problem.ReadyTime = new DoubleArray(cities + 1);
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310 | problem.ServiceTime = new DoubleArray(cities + 1);
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311 |
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312 | problem.Vehicles.Value = 100;
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313 | problem.Capacity.Value = 200;
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314 |
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315 | for (int i = 0; i <= cities; i++) {
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316 | problem.Coordinates[i, 0] = rand.Next(0, 100);
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317 | problem.Coordinates[i, 1] = rand.Next(0, 100);
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318 |
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319 | if (i == 0) {
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320 | problem.Demand[i] = 0;
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321 | problem.DueTime[i] = Int16.MaxValue;
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322 | problem.ReadyTime[i] = 0;
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323 | problem.ServiceTime[i] = 0;
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324 | } else {
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325 | problem.Demand[i] = rand.Next(10, 50);
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326 | problem.DueTime[i] = rand.Next((int)Math.Ceiling(problem.GetDistance(0, i)), 1200);
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327 | problem.ReadyTime[i] = problem.DueTime[i] - rand.Next(0, 100);
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328 | problem.ServiceTime[i] = 90;
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329 | }
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330 | }
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331 |
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332 | this.ProblemInstance = problem;
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333 | }
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334 | }
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335 | }
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