1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2019 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 HEAL.Attic;
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23 | using HeuristicLab.Common;
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24 | using HeuristicLab.Core;
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25 |
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26 | namespace HeuristicLab.Algorithms.DynamicALPS
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27 | {
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28 | [StorableType("F405DFE4-CCC9-4CAF-9EFC-1AF45DC81FE6")]
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29 |
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30 | public interface IDynamicALPSSolution : IItem {
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31 | IItem Individual { get; set; }
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32 | double[] Qualities { get; set; }
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33 | double[] Constraints { get; set; }
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34 | // KF, SMS-EMOA
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35 | double[] HypervolumeContribution { get; set; }
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36 | int[] NondominanceRanking { get; set; }
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37 |
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38 | // KF, DynamicALPS, could also be used for any self-adpative EA
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39 | double IndividualPc { get; set; } // individual crossover rate
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40 | double IndividualPm { get; set; } // individual mutation rate
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41 | int Age { get; set; } // age info for ALPS
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42 |
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43 | int Dimensions { get; }
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44 | }
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45 |
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46 |
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47 |
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48 | [Item("DynamicALPSSolution", "Represents a solution inside the DynamicALPS population")]
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49 | [StorableType("457A8E67-2B70-4767-896B-47056BD89732")]
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50 | public class DynamicALPSSolution : Item, IDynamicALPSSolution
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51 | {
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52 | [Storable]
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53 | public IItem Individual { get; set; }
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54 |
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55 | [Storable]
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56 | public double[] Qualities { get; set; }
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57 |
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58 | [Storable]
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59 | public double[] Constraints { get; set; }
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60 |
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61 | //kf, sms-emoa
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62 | [Storable]
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63 | public double[] HypervolumeContribution { get; set; }
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64 |
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65 | [Storable]
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66 | public int[] NondominanceRanking { get; set; }
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67 |
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68 | [Storable]
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69 | public double IndividualPc { get; set; }
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70 |
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71 | [Storable]
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72 | public double IndividualPm { get; set; }
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73 |
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74 | [Storable]
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75 | public int Age { get; set; }
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76 |
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77 | public DynamicALPSSolution(int nObjectives, int nConstraints)
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78 | {
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79 | Qualities = new double[nObjectives];
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80 | Constraints = new double[nConstraints];
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81 | HypervolumeContribution = new double[1];
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82 | NondominanceRanking = new int[1];
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83 | IndividualPc = 0;
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84 | IndividualPm = 0;
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85 | Age = 0;
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86 | }
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87 |
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88 | public DynamicALPSSolution(IItem individual, int nObjectives, int nConstraints) : this(nObjectives, nConstraints)
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89 | {
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90 | Individual = individual;
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91 | }
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92 |
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93 | public DynamicALPSSolution(IItem individual, double[] qualities, double[] constraints, double[] hypervolumecontribution, int[] nondominanceranking)
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94 | {
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95 | Individual = individual;
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96 | Qualities = qualities;
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97 | Constraints = constraints;
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98 | HypervolumeContribution = hypervolumecontribution;
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99 | NondominanceRanking = nondominanceranking;
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100 | }
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101 |
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102 | public DynamicALPSSolution(double[] qualities)
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103 | {
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104 | Qualities = (double[])qualities.Clone();
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105 | }
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106 |
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107 | public int Dimensions => Qualities == null ? 0 : Qualities.Length;
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108 |
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109 | public override IDeepCloneable Clone(Cloner cloner)
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110 | {
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111 | return new DynamicALPSSolution(this, cloner);
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112 | }
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113 |
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114 | protected DynamicALPSSolution(DynamicALPSSolution original, Cloner cloner) : base(original, cloner)
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115 | {
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116 | Qualities = (double[])original.Qualities.Clone();
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117 | Constraints = (double[])original.Constraints.Clone();
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118 | if (original.HypervolumeContribution != null) {
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119 | HypervolumeContribution = (double[])original.HypervolumeContribution.Clone(); // kf, sms-emoa
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120 | }
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121 | if (original.NondominanceRanking != null) {
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122 | NondominanceRanking = (int[])original.NondominanceRanking.Clone(); // kf, sms-emoa
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123 | }
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124 | if (original.Individual != null) {
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125 | Individual = (IItem)original.Individual.Clone(cloner);
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126 | }
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127 | }
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128 |
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129 | [StorableConstructor]
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130 | protected DynamicALPSSolution(StorableConstructorFlag deserializing) : base(deserializing) { }
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131 | }
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132 |
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133 | [Item("DynamicALPSSolution", "Represents a solution inside the DynamicALPS population")]
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134 |
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135 |
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136 |
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137 | [StorableType("1EFC2459-C52E-4F95-9E14-23E69DCB23E0")]
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138 | public class DynamicALPSSolution<T> : DynamicALPSSolution where T : class, IItem
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139 | {
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140 | public new T Individual
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141 | {
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142 | get { return (T)base.Individual; }
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143 | set { base.Individual = value; }
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144 | }
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145 |
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146 | public DynamicALPSSolution(T individual, int nObjectives, int nConstraints) : base(individual, nObjectives, nConstraints) { }
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147 |
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148 | protected DynamicALPSSolution(DynamicALPSSolution<T> original, Cloner cloner) : base(original, cloner) { }
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149 |
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150 | public override IDeepCloneable Clone(Cloner cloner)
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151 | {
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152 | return new DynamicALPSSolution<T>(this, cloner);
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153 | }
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154 |
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155 | [StorableConstructor]
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156 | protected DynamicALPSSolution(StorableConstructorFlag deserializing) : base(deserializing) { }
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157 | }
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158 | }
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