1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2015 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.Collections;
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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.Operators;
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29 | using HeuristicLab.Optimization;
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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 |
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34 | namespace HeuristicLab.Encodings.IntegerVectorEncoding {
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35 | [Item("MultiIntegerVectorCrossover", "Randomly selects and applies one of its crossovers every time it is called.")]
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36 | [StorableType("0EACA5FD-8F63-4830-B035-517F6A117197")]
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37 | public class MultiIntegerVectorCrossover : StochasticMultiBranch<IIntegerVectorCrossover>, IIntegerVectorCrossover, IStochasticOperator, IBoundedIntegerVectorOperator {
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38 | public override bool CanChangeName {
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39 | get { return false; }
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40 | }
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41 | protected override bool CreateChildOperation {
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42 | get { return true; }
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43 | }
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44 |
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45 | public IValueLookupParameter<IntMatrix> BoundsParameter {
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46 | get { return (IValueLookupParameter<IntMatrix>)Parameters["Bounds"]; }
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47 | }
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48 |
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49 | public ILookupParameter<ItemArray<IntegerVector>> ParentsParameter {
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50 | get { return (ILookupParameter<ItemArray<IntegerVector>>)Parameters["Parents"]; }
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51 | }
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52 |
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53 | public ILookupParameter<IntegerVector> ChildParameter {
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54 | get { return (ILookupParameter<IntegerVector>)Parameters["Child"]; }
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55 | }
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56 |
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57 | [StorableConstructor]
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58 | protected MultiIntegerVectorCrossover(bool deserializing) : base(deserializing) { }
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59 | protected MultiIntegerVectorCrossover(MultiIntegerVectorCrossover original, Cloner cloner) : base(original, cloner) { }
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60 | public MultiIntegerVectorCrossover()
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61 | : base() {
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62 | Parameters.Add(new ValueLookupParameter<IntMatrix>("Bounds", "The bounds matrix can contain one row for each dimension with three columns specifying minimum (inclusive), maximum (exclusive), and step size. If less rows are given the matrix is cycled."));
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63 | Parameters.Add(new ScopeTreeLookupParameter<IntegerVector>("Parents", "The parent integer vector which should be crossed."));
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64 | ParentsParameter.ActualName = "IntegerVector";
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65 | Parameters.Add(new LookupParameter<IntegerVector>("Child", "The child integer vector resulting from the crossover."));
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66 | ChildParameter.ActualName = "IntegerVector";
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67 |
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68 | foreach (Type type in ApplicationManager.Manager.GetTypes(typeof(IIntegerVectorCrossover))) {
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69 | if (!typeof(MultiOperator<IIntegerVectorCrossover>).IsAssignableFrom(type))
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70 | Operators.Add((IIntegerVectorCrossover)Activator.CreateInstance(type), true);
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71 | }
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72 |
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73 | SelectedOperatorParameter.ActualName = "SelectedCrossoverOperator";
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74 | }
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75 |
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76 | public override IDeepCloneable Clone(Cloner cloner) {
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77 | return new MultiIntegerVectorCrossover(this, cloner);
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78 | }
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79 |
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80 | protected override void Operators_ItemsReplaced(object sender, CollectionItemsChangedEventArgs<IndexedItem<IIntegerVectorCrossover>> e) {
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81 | base.Operators_ItemsReplaced(sender, e);
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82 | ParameterizeCrossovers();
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83 | }
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84 |
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85 | protected override void Operators_ItemsAdded(object sender, CollectionItemsChangedEventArgs<IndexedItem<IIntegerVectorCrossover>> e) {
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86 | base.Operators_ItemsAdded(sender, e);
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87 | ParameterizeCrossovers();
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88 | }
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89 |
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90 | private void ParameterizeCrossovers() {
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91 | foreach (IIntegerVectorCrossover crossover in Operators.OfType<IIntegerVectorCrossover>()) {
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92 | crossover.ChildParameter.ActualName = ChildParameter.Name;
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93 | crossover.ParentsParameter.ActualName = ParentsParameter.Name;
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94 | }
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95 | foreach (IStochasticOperator crossover in Operators.OfType<IStochasticOperator>()) {
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96 | crossover.RandomParameter.ActualName = RandomParameter.Name;
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97 | }
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98 | foreach (IBoundedIntegerVectorOperator crossover in Operators.OfType<IBoundedIntegerVectorOperator>()) {
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99 | crossover.BoundsParameter.ActualName = BoundsParameter.Name;
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100 | }
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101 | }
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102 |
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103 | public override IOperation InstrumentedApply() {
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104 | if (Operators.Count == 0) throw new InvalidOperationException(Name + ": Please add at least one integer vector crossover to choose from.");
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105 | return base.InstrumentedApply();
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106 | }
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107 | }
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108 | }
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