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.MOEAD {
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27 | [StorableType("DFE1AC99-9AEF-4A35-884B-C82E2B3D84F7")]
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28 | public interface IMOEADSolution : IItem {
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29 | IItem Individual { get; set; }
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30 | double[] Qualities { get; set; }
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31 | double[] Constraints { get; set; }
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32 | int Dimensions { get; }
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33 | }
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34 |
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35 | [Item("MOEADSolution", "Represents a solution inside the MOEA/D population")]
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36 | [StorableType("8D7DE459-E6D5-4B74-9135-00E27CF451D3")]
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37 | public class MOEADSolution : Item, IMOEADSolution {
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38 | [Storable]
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39 | public IItem Individual { get; set; }
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40 |
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41 | [Storable]
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42 | public double[] Qualities { get; set; }
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43 |
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44 | [Storable]
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45 | public double[] Constraints { get; set; }
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46 |
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47 | public MOEADSolution(int nObjectives, int nConstraints) {
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48 | Qualities = new double[nObjectives];
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49 | Constraints = new double[nConstraints];
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50 | }
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51 |
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52 | public MOEADSolution(IItem individual, int nObjectives, int nConstraints) : this(nObjectives, nConstraints) {
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53 | Individual = individual;
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54 | }
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55 |
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56 | public MOEADSolution(IItem individual, double[] qualities, double[] constraints) {
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57 | Individual = individual;
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58 | Qualities = qualities;
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59 | Constraints = constraints;
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60 | }
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61 |
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62 | public MOEADSolution(double[] qualities) {
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63 | Qualities = (double[])qualities.Clone();
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64 | }
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65 |
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66 | public int Dimensions => Qualities == null ? 0 : Qualities.Length;
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67 |
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68 | public override IDeepCloneable Clone(Cloner cloner) {
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69 | return new MOEADSolution(this, cloner);
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70 | }
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71 |
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72 | protected MOEADSolution(MOEADSolution original, Cloner cloner) : base(original, cloner) {
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73 | Qualities = (double[])original.Qualities.Clone();
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74 | Constraints = (double[])original.Qualities.Clone();
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75 | Individual = (IItem)original.Individual.Clone(cloner);
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76 | }
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77 |
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78 | [StorableConstructor]
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79 | protected MOEADSolution(StorableConstructorFlag deserializing) : base(deserializing) { }
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80 | }
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81 |
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82 | [Item("MOEADSolution", "Represents a solution inside the MOEA/D population")]
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83 | [StorableType("24B4B79B-5828-4E6B-BE35-452DEA1FF538")]
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84 | public class MOEADSolution<T> : MOEADSolution where T : class, IItem {
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85 | public new T Individual {
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86 | get { return (T)base.Individual; }
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87 | set { base.Individual = value; }
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88 | }
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89 |
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90 | public MOEADSolution(T individual, int nObjectives, int nConstraints) : base(individual, nObjectives, nConstraints) { }
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91 |
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92 | protected MOEADSolution(MOEADSolution<T> original, Cloner cloner) : base(original, cloner) { }
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93 |
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94 | public override IDeepCloneable Clone(Cloner cloner) {
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95 | return new MOEADSolution<T>(this, cloner);
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96 | }
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97 |
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98 | [StorableConstructor]
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99 | protected MOEADSolution(StorableConstructorFlag deserializing) : base(deserializing) { }
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100 | }
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101 | }
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