1 | #region License Information
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2 |
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3 | /* HeuristicLab
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4 | * Copyright (C) 2002-2019 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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5 | *
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6 | * This file is part of HeuristicLab.
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7 | *
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8 | * HeuristicLab is free software: you can redistribute it and/or modify
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9 | * it under the terms of the GNU General Public License as published by
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10 | * the Free Software Foundation, either version 3 of the License, or
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11 | * (at your option) any later version.
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12 | *
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13 | * HeuristicLab is distributed in the hope that it will be useful,
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14 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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15 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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16 | * GNU General Public License for more details.
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17 | *
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18 | * You should have received a copy of the GNU General Public License
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19 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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20 | */
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21 |
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22 | #endregion
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23 |
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24 | using System.Linq;
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25 | using HEAL.Attic;
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26 | using HeuristicLab.Analysis;
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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.Optimization.Operators;
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32 | using HeuristicLab.Parameters;
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33 |
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34 | namespace HeuristicLab.Encodings.IntegerVectorEncoding {
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35 | [StorableType("c6081457-a3de-45ce-9f47-e0eb1c851bd2")]
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36 | public abstract class IntegerVectorProblem : SingleObjectiveProblem<IntegerVectorEncoding, IntegerVector> {
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37 | [Storable] protected IResultParameter<IntegerVector> BestResultParameter { get; private set; }
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38 | [Storable] protected ReferenceParameter<IntValue> DimensionRefParameter { get; private set; }
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39 | [Storable] protected ReferenceParameter<IntMatrix> BoundsRefParameter { get; private set; }
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40 |
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41 | public int Dimension {
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42 | get { return DimensionRefParameter.Value.Value; }
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43 | protected set { DimensionRefParameter.Value.Value = value; }
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44 | }
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45 |
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46 | public IntMatrix Bounds {
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47 | get { return BoundsRefParameter.Value; }
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48 | protected set { BoundsRefParameter.Value = value; }
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49 | }
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50 |
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51 | [StorableConstructor]
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52 | protected IntegerVectorProblem(StorableConstructorFlag _) : base(_) { }
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53 | [StorableHook(HookType.AfterDeserialization)]
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54 | private void AfterDeserialization() {
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55 | RegisterEventHandlers();
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56 | }
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57 |
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58 | protected IntegerVectorProblem(IntegerVectorProblem original, Cloner cloner)
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59 | : base(original, cloner) {
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60 | BestResultParameter = cloner.Clone(original.BestResultParameter);
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61 | DimensionRefParameter = cloner.Clone(original.DimensionRefParameter);
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62 | BoundsRefParameter = cloner.Clone(original.BoundsRefParameter);
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63 | RegisterEventHandlers();
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64 | }
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65 |
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66 | protected IntegerVectorProblem() : this(new IntegerVectorEncoding() { Length = 10 }) { }
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67 | protected IntegerVectorProblem(IntegerVectorEncoding encoding) : base(encoding) {
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68 | EncodingParameter.ReadOnly = true;
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69 | Parameters.Add(BestResultParameter = new ResultParameter<IntegerVector>("Best Solution", "The best solution."));
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70 | Parameters.Add(DimensionRefParameter = new ReferenceParameter<IntValue>("Dimension", "The dimension of the integer vector problem.", Encoding.LengthParameter));
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71 | Parameters.Add(BoundsRefParameter = new ReferenceParameter<IntMatrix>("Bounds", "The bounding box and step sizes of the values.", Encoding.BoundsParameter));
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72 |
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73 | Operators.Add(new HammingSimilarityCalculator());
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74 | Operators.Add(new QualitySimilarityCalculator());
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75 | Operators.Add(new PopulationSimilarityAnalyzer(Operators.OfType<ISolutionSimilarityCalculator>()));
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76 |
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77 | Parameterize();
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78 | RegisterEventHandlers();
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79 | }
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80 |
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81 | public override void Analyze(IntegerVector[] vectors, double[] qualities, ResultCollection results, IRandom random) {
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82 | base.Analyze(vectors, qualities, results, random);
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83 | var best = GetBestSolution(vectors, qualities);
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84 |
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85 | results.AddOrUpdateResult("Best Solution", (IItem)best.Item1.Clone());
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86 | }
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87 |
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88 | protected override void OnEncodingChanged() {
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89 | base.OnEncodingChanged();
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90 | Parameterize();
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91 | }
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92 |
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93 | private void Parameterize() {
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94 | foreach (var similarityCalculator in Operators.OfType<ISolutionSimilarityCalculator>()) {
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95 | similarityCalculator.SolutionVariableName = Encoding.Name;
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96 | similarityCalculator.QualityVariableName = Evaluator.QualityParameter.ActualName;
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97 | }
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98 | }
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99 |
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100 | private void RegisterEventHandlers() {
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101 | IntValueParameterChangeHandler.Create(DimensionRefParameter, DimensionOnChanged);
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102 | IntMatrixParameterChangeHandler.Create(BoundsRefParameter, BoundsOnChanged);
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103 | }
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104 |
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105 | protected virtual void DimensionOnChanged() { }
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106 |
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107 | protected virtual void BoundsOnChanged() { }
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108 | }
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109 | }
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