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.Linq;
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24 | using HeuristicLab.Analysis;
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25 | using HeuristicLab.Common;
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26 | using HeuristicLab.Core;
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27 | using HeuristicLab.Operators;
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28 | using HeuristicLab.Optimization;
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29 | using HeuristicLab.Parameters;
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30 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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31 |
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32 | namespace HeuristicLab.Problems.LinearAssignment {
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33 | /// <summary>
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34 | /// A genetic algorithm.
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35 | /// </summary>
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36 | [Item("Hungarian Algorithm", "The Hungarian algorithm can be used to solve the linear assignment problem in O(n^3). It is also known as the KuhnâMunkres algorithm or Munkres assignment algorithm.")]
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37 | [Creatable(CreatableAttribute.Categories.SingleSolutionAlgorithms, Priority = 170)]
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38 | [StorableType("42430F77-CCA4-4A72-933B-945770A5FA11")]
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39 | public sealed class HungarianAlgorithm : EngineAlgorithm, IStorableContent {
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40 | public string Filename { get; set; }
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41 |
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42 | #region Problem Properties
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43 | public override Type ProblemType {
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44 | get { return typeof(LinearAssignmentProblem); }
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45 | }
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46 | public new LinearAssignmentProblem Problem {
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47 | get { return (LinearAssignmentProblem)base.Problem; }
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48 | set { base.Problem = value; }
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49 | }
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50 | #endregion
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51 |
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52 | #region Parameter Properties
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53 | private ValueParameter<MultiAnalyzer> AnalyzerParameter {
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54 | get { return (ValueParameter<MultiAnalyzer>)Parameters["Analyzer"]; }
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55 | }
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56 | #endregion
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57 |
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58 | #region Properties
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59 | public MultiAnalyzer Analyzer {
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60 | get { return AnalyzerParameter.Value; }
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61 | set { AnalyzerParameter.Value = value; }
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62 | }
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63 | private LinearAssignmentProblemSolver Solver {
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64 | get { return (LinearAssignmentProblemSolver)OperatorGraph.InitialOperator; }
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65 | }
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66 | #endregion
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67 |
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68 | [StorableConstructor]
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69 | private HungarianAlgorithm(bool deserializing) : base(deserializing) { }
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70 | private HungarianAlgorithm(HungarianAlgorithm original, Cloner cloner)
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71 | : base(original, cloner) {
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72 | RegisterEventHandlers();
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73 | }
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74 | public HungarianAlgorithm()
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75 | : base() {
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76 | Parameters.Add(new ValueParameter<MultiAnalyzer>("Analyzer", "The operator used to analyze the result.", new MultiAnalyzer()));
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77 |
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78 | var solver = new LinearAssignmentProblemSolver();
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79 | OperatorGraph.InitialOperator = solver;
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80 |
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81 | var placeholder = new Placeholder();
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82 | placeholder.Name = "(Analyzer)";
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83 | placeholder.OperatorParameter.ActualName = AnalyzerParameter.Name;
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84 | solver.Successor = placeholder;
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85 |
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86 | UpdateAnalyzers();
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87 | RegisterEventHandlers();
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88 |
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89 | Problem = new LinearAssignmentProblem();
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90 | }
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91 |
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92 | public override IDeepCloneable Clone(Cloner cloner) {
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93 | return new HungarianAlgorithm(this, cloner);
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94 | }
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95 |
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96 | public override void Prepare() {
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97 | if (Problem != null) base.Prepare();
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98 | }
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99 |
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100 | #region Events
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101 | protected override void OnProblemChanged() {
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102 | Problem.SolutionCreatorChanged += new EventHandler(Problem_SolutionCreatorChanged);
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103 | Problem.EvaluatorChanged += new EventHandler(Problem_EvaluatorChanged);
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104 | UpdateAnalyzers();
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105 | Parameterize();
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106 | base.OnProblemChanged();
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107 | }
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108 |
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109 | private void Problem_SolutionCreatorChanged(object sender, EventArgs e) {
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110 | Parameterize();
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111 | }
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112 |
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113 | private void Problem_EvaluatorChanged(object sender, EventArgs e) {
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114 | Parameterize();
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115 | }
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116 |
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117 | protected override void Problem_OperatorsChanged(object sender, EventArgs e) {
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118 | UpdateAnalyzers();
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119 | base.Problem_OperatorsChanged(sender, e);
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120 | }
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121 | #endregion
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122 |
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123 | #region Helpers
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124 | [StorableHook(HookType.AfterDeserialization)]
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125 | private void AfterDeserialization() {
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126 | RegisterEventHandlers();
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127 | }
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128 |
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129 | private void RegisterEventHandlers() {
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130 | if (Problem != null) {
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131 | Problem.SolutionCreatorChanged += new EventHandler(Problem_SolutionCreatorChanged);
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132 | Problem.EvaluatorChanged += new EventHandler(Problem_EvaluatorChanged);
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133 | }
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134 | }
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135 | private void UpdateAnalyzers() {
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136 | Analyzer.Operators.Clear();
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137 | if (Problem != null) {
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138 | foreach (var analyzer in Problem.OperatorsParameter.Value.OfType<IAnalyzer>()) {
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139 | foreach (IScopeTreeLookupParameter param in analyzer.Parameters.OfType<IScopeTreeLookupParameter>())
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140 | param.Depth = 0;
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141 | Analyzer.Operators.Add(analyzer);
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142 | }
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143 | }
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144 | }
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145 | private void Parameterize() {
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146 | if (Problem != null) {
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147 | Solver.AssignmentParameter.ActualName = Problem.SolutionCreator.PermutationParameter.ActualName;
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148 | Solver.CostsParameter.ActualName = Problem.CostsParameter.Name;
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149 | Solver.QualityParameter.ActualName = Problem.Evaluator.QualityParameter.ActualName;
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150 | }
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151 | }
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152 | #endregion
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153 | }
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154 | }
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