1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-$year$ 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.Data;
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28 | using HeuristicLab.Optimization;
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29 | using HeuristicLab.Optimization.Operators;
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30 | using HeuristicLab.Parameters;
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31 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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32 | using HeuristicLab.PluginInfrastructure;
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33 | using HeuristicLab.Random;
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34 |
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35 | namespace $rootnamespace$ {
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36 | /// <summary>
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37 | /// A genetic algorithm.
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38 | /// </summary>
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39 | [Item("$algorithmName$", "$algorithmDescription$")]
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40 | [Creatable("Algorithms")]
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41 | [StorableClass]
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42 | public sealed class $safeitemname$ : EngineAlgorithm {
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43 | #region Problem Properties
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44 | $problemType$
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45 | #endregion
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46 |
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47 | #region Parameter Properties
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48 | private ValueParameter<IntValue> SeedParameter {
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49 | get { return (ValueParameter<IntValue>)Parameters["Seed"]; }
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50 | }
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51 | private ValueParameter<BoolValue> SetSeedRandomlyParameter {
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52 | get { return (ValueParameter<BoolValue>)Parameters["SetSeedRandomly"]; }
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53 | }
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54 | private ValueParameter<MultiAnalyzer> AnalyzerParameter {
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55 | get { return (ValueParameter<MultiAnalyzer>)Parameters["Analyzer"]; }
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56 | }
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57 | #endregion
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58 |
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59 | #region Properties
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60 | public IntValue Seed {
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61 | get { return SeedParameter.Value; }
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62 | set { SeedParameter.Value = value; }
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63 | }
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64 | public BoolValue SetSeedRandomly {
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65 | get { return SetSeedRandomlyParameter.Value; }
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66 | set { SetSeedRandomlyParameter.Value = value; }
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67 | }
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68 | public MultiAnalyzer Analyzer {
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69 | get { return AnalyzerParameter.Value; }
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70 | set { AnalyzerParameter.Value = value; }
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71 | }
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72 | #endregion
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73 |
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74 | [StorableConstructor]
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75 | private $safeitemname$(bool deserializing) : base(deserializing) { }
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76 | public $safeitemname$()
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77 | : base() {
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78 | Parameters.Add(new ValueParameter<IntValue>("Seed", "The random seed used to initialize the new pseudo random number generator.", new IntValue(0)));
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79 | Parameters.Add(new ValueParameter<BoolValue>("SetSeedRandomly", "True if the random seed should be set to a random value, otherwise false.", new BoolValue(true)));
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80 | Parameters.Add(new ValueParameter<MultiAnalyzer>("Analyzer", "The operator used to analyze each iteration.", new MultiAnalyzer()));
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81 |
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82 | // TODO: Create and assign OperatorGraph.InitialOperator
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83 |
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84 | // TODO: Build operator graph
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85 |
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86 | AttachEventHandlers();
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87 | }
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88 |
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89 | public override IDeepCloneable Clone(Cloner cloner) {
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90 | $safeitemname$ clone = ($safeitemname$)base.Clone(cloner);
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91 | // TODO: IMPORTANT! Clone necessary private fields here
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92 | clone.AttachEventHandlers();
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93 | return clone;
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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 | // TODO: Initialize and parameterize operators
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103 | base.OnProblemChanged();
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104 | }
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105 |
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106 | protected override void Problem_SolutionCreatorChanged(object sender, EventArgs e) {
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107 | // TODO: Parameterize operators
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108 | base.Problem_SolutionCreatorChanged(sender, e);
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109 | }
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110 | protected override void Problem_EvaluatorChanged(object sender, EventArgs e) {
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111 | // TODO: Parameterize operators
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112 | base.Problem_EvaluatorChanged(sender, e);
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113 | }
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114 | protected override void Problem_OperatorsChanged(object sender, EventArgs e) {
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115 | // TODO: Parameterize operators
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116 | base.Problem_OperatorsChanged(sender, e);
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117 | }
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118 | #endregion
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119 |
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120 | #region Helpers
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121 | [StorableHook(HookType.AfterDeserialization)]
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122 | private void AttachEventHandlers() {
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123 | // TODO: Attach event handlers to local parameters
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124 | if (Problem != null) {
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125 | // TODO: Attach event handlers to problem parameters
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126 | }
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127 | }
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128 | private void UpdateAnalyzers() {
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129 | Analyzer.Operators.Clear();
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130 | if (Problem != null) {
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131 | foreach (IAnalyzer analyzer in Problem.Operators.OfType<IAnalyzer>()) {
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132 | foreach (IScopeTreeLookupParameter param in analyzer.Parameters.OfType<IScopeTreeLookupParameter>())
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133 | param.Depth = 1; // TODO: 0 when GlobalScope = Solution, 1 when GlobalScope = Population, 2 when GlobalScope = MetaPopulation (Islands)
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134 | Analyzer.Operators.Add(analyzer);
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135 | }
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136 | }
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137 | // TODO: Add your own algorithm specific analyzer here (problem analyzer should be added/executed first)
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138 | }
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139 | #endregion
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140 | }
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141 | }
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