1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 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.ComponentModel;
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25 | using System.Linq;
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26 | using HEAL.Attic;
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27 | using HeuristicLab.Common;
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28 | using HeuristicLab.Core;
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29 | using HeuristicLab.Data;
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30 | using HeuristicLab.Optimization;
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31 | using HeuristicLab.Parameters;
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32 | using HeuristicLab.PluginInfrastructure;
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33 |
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34 | namespace HeuristicLab.Encodings.BinaryVectorEncoding {
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35 | [Item("BinaryVectorEncoding", "Describes a binary vector encoding.")]
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36 | [StorableType("889C5E1A-3FBF-4AB3-AB2E-199A781503B5")]
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37 | public sealed class BinaryVectorEncoding : Encoding<BinaryVector>, INotifyPropertyChanged {
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38 | #region Encoding Parameters
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39 | [Storable] public IValueParameter<IntValue> LengthParameter { get; private set; }
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40 | #endregion
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41 |
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42 | public int Length {
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43 | get { return LengthParameter.Value.Value; }
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44 | set {
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45 | if (Length == value) return;
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46 | LengthParameter.ForceValue(new IntValue(value, @readonly: LengthParameter.Value.ReadOnly));
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47 | }
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48 | }
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49 |
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50 | [StorableConstructor]
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51 | private BinaryVectorEncoding(StorableConstructorFlag _) : base(_) { }
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52 | [StorableHook(HookType.AfterDeserialization)]
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53 | private void AfterDeserialization() {
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54 | DiscoverOperators();
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55 | RegisterEventHandlers();
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56 | }
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57 | public override IDeepCloneable Clone(Cloner cloner) { return new BinaryVectorEncoding(this, cloner); }
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58 | private BinaryVectorEncoding(BinaryVectorEncoding original, Cloner cloner)
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59 | : base(original, cloner) {
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60 | LengthParameter = cloner.Clone(original.LengthParameter);
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61 | RegisterEventHandlers();
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62 | }
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63 |
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64 | public BinaryVectorEncoding() : this("BinaryVector", 10) { }
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65 | public BinaryVectorEncoding(string name) : this(name, 10) { }
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66 | public BinaryVectorEncoding(int length) : this("BinaryVector", length) { }
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67 | public BinaryVectorEncoding(string name, int length)
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68 | : base(name) {
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69 | Parameters.Add(LengthParameter = new ValueParameter<IntValue>(Name + ".Length", new IntValue(length)) { ReadOnly = true });
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70 |
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71 | SolutionCreator = new RandomBinaryVectorCreator();
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72 | DiscoverOperators();
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73 |
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74 | RegisterEventHandlers();
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75 | }
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76 |
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77 | private void RegisterEventHandlers() {
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78 | LengthParameter.ValueChanged += (_, __) => {
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79 | if (!LengthParameter.Value.ReadOnly) LengthParameter.Value.ValueChanged += (___, ____) => OnPropertyChanged(nameof(Length));
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80 | OnPropertyChanged(nameof(Length));
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81 | };
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82 | }
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83 |
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84 | #region Operator Discovery
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85 | private static readonly IEnumerable<Type> encodingSpecificOperatorTypes;
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86 |
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87 | static BinaryVectorEncoding() {
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88 | encodingSpecificOperatorTypes = new List<Type>() {
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89 | typeof (IBinaryVectorOperator),
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90 | typeof (IBinaryVectorCreator),
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91 | typeof (IBinaryVectorCrossover),
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92 | typeof (IBinaryVectorManipulator),
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93 | typeof (IBinaryVectorMoveOperator),
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94 | typeof (IBinaryVectorMultiNeighborhoodShakingOperator),
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95 | typeof (IBinaryVectorSolutionOperator),
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96 | typeof (IBinaryVectorSolutionsOperator)
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97 | };
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98 | }
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99 | private void DiscoverOperators() {
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100 | var assembly = typeof(IBinaryVectorOperator).Assembly;
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101 | var discoveredTypes = ApplicationManager.Manager.GetTypes(encodingSpecificOperatorTypes, assembly, true, false, false);
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102 | var operators = discoveredTypes.Select(t => (IOperator)Activator.CreateInstance(t));
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103 | var newOperators = operators.Except(Operators, new TypeEqualityComparer<IOperator>()).ToList();
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104 |
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105 | ConfigureOperators(newOperators);
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106 | foreach (var @operator in newOperators)
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107 | AddOperator(@operator);
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108 | }
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109 | #endregion
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110 |
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111 | public override void ConfigureOperators(IEnumerable<IItem> operators) {
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112 | ConfigureCreators(operators.OfType<IBinaryVectorCreator>());
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113 | ConfigureCrossovers(operators.OfType<IBinaryVectorCrossover>());
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114 | ConfigureManipulators(operators.OfType<IBinaryVectorManipulator>());
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115 | ConfigureMoveOperators(operators.OfType<IBinaryVectorMoveOperator>());
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116 | ConfigureBitFlipMoveOperators(operators.OfType<IOneBitflipMoveOperator>());
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117 | ConfigureShakingOperators(operators.OfType<IBinaryVectorMultiNeighborhoodShakingOperator>());
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118 | ConfigureSolutionOperators(operators.OfType<IBinaryVectorSolutionOperator>());
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119 | ConfigureSolutionsOperators(operators.OfType<IBinaryVectorSolutionsOperator>());
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120 | }
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121 |
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122 | #region Specific Operator Wiring
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123 | private void ConfigureCreators(IEnumerable<IBinaryVectorCreator> creators) {
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124 | foreach (var creator in creators) {
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125 | creator.LengthParameter.ActualName = LengthParameter.Name;
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126 | }
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127 | }
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128 | private void ConfigureCrossovers(IEnumerable<IBinaryVectorCrossover> crossovers) {
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129 | foreach (var crossover in crossovers) {
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130 | crossover.ParentsParameter.ActualName = Name;
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131 | crossover.ChildParameter.ActualName = Name;
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132 | }
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133 | }
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134 | private void ConfigureManipulators(IEnumerable<IBinaryVectorManipulator> manipulators) {
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135 | // binary vector manipulators don't contain additional parameters besides the solution parameter
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136 | }
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137 | private void ConfigureMoveOperators(IEnumerable<IBinaryVectorMoveOperator> moveOperators) {
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138 | // binary vector move operators don't contain additional parameters besides the solution parameter
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139 | }
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140 | private void ConfigureBitFlipMoveOperators(IEnumerable<IOneBitflipMoveOperator> oneBitflipMoveOperators) {
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141 | foreach (var oneBitFlipMoveOperator in oneBitflipMoveOperators) {
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142 | oneBitFlipMoveOperator.OneBitflipMoveParameter.ActualName = Name + "_OneBitFlipMove";
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143 | }
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144 | }
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145 | private void ConfigureShakingOperators(IEnumerable<IBinaryVectorMultiNeighborhoodShakingOperator> shakingOperators) {
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146 | // binary vector shaking operators don't contain additional parameters besides the solution parameter
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147 | }
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148 | private void ConfigureSolutionOperators(IEnumerable<IBinaryVectorSolutionOperator> solutionOperators) {
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149 | foreach (var solutionOperator in solutionOperators)
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150 | solutionOperator.BinaryVectorParameter.ActualName = Name;
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151 | }
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152 | private void ConfigureSolutionsOperators(IEnumerable<IBinaryVectorSolutionsOperator> solutionsOperators) {
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153 | foreach (var solutionsOperator in solutionsOperators)
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154 | solutionsOperator.BinaryVectorsParameter.ActualName = Name;
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155 | }
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156 | #endregion
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157 |
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158 | public event PropertyChangedEventHandler PropertyChanged;
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159 | private void OnPropertyChanged(string property) {
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160 | PropertyChanged?.Invoke(this, new PropertyChangedEventArgs(property));
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161 | }
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162 | }
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163 | }
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