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 HeuristicLab.Common;
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23 | using HeuristicLab.Core;
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24 | using HeuristicLab.Data;
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25 | using HeuristicLab.Operators;
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26 | using HeuristicLab.Parameters;
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27 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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28 |
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29 | namespace HeuristicLab.Optimization.Operators {
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30 | /// <summary>
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31 | /// A base class for operators that perform path relinking between single objective solutions.
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32 | /// </summary>
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33 | [Item("SingleObjectivePathRelinker", "A base class for operators that perform path relinking between single objective solutions.")]
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34 | [StorableClass("75BA9220-1A58-4BEF-B061-D3368F284940")]
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35 | public abstract class SingleObjectivePathRelinker : SingleSuccessorOperator, ISingleObjectivePathRelinker {
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36 | #region Parameter properties
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37 | public ScopeParameter CurrentScopeParameter {
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38 | get { return (ScopeParameter)Parameters["CurrentScope"]; }
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39 | }
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40 | public ILookupParameter<ItemArray<IItem>> ParentsParameter {
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41 | get { return (IScopeTreeLookupParameter<IItem>)Parameters["Parents"]; }
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42 | }
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43 | public IValueParameter<PercentValue> RelinkingAccuracyParameter {
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44 | get { return (IValueParameter<PercentValue>)Parameters["RelinkingAccuracy"]; }
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45 | }
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46 | #endregion
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47 |
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48 | #region Properties
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49 | private IScope CurrentScope {
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50 | get { return CurrentScopeParameter.ActualValue; }
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51 | }
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52 | private ItemArray<IItem> Parents {
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53 | get { return ParentsParameter.ActualValue; }
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54 | }
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55 | private PercentValue RelinkingAccuracy {
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56 | get { return RelinkingAccuracyParameter.Value; }
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57 | }
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58 | #endregion
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59 |
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60 | [StorableConstructor]
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61 | protected SingleObjectivePathRelinker(bool deserializing) : base(deserializing) { }
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62 | protected SingleObjectivePathRelinker(SingleObjectivePathRelinker original, Cloner cloner) : base(original, cloner) { }
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63 | protected SingleObjectivePathRelinker()
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64 | : base() {
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65 | #region Create parameters
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66 | Parameters.Add(new ScopeParameter("CurrentScope", "The current scope that contains the parents."));
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67 | Parameters.Add(new ScopeTreeLookupParameter<IItem>("Parents", "The parents used for path relinking."));
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68 | Parameters.Add(new ValueParameter<PercentValue>("RelinkingAccuracy", "The percentage of relinked offspring that should be yielded.", new PercentValue(0.25)));
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69 | #endregion
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70 | }
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71 |
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72 | public sealed override IOperation Apply() {
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73 | ItemArray<IItem> relinkedSolutions = Relink(Parents, RelinkingAccuracy);
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74 | var offspringScope = new Scope("Offspring");
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75 | foreach (var solution in relinkedSolutions) {
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76 | var scope = new Scope();
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77 | scope.Variables.Add(new Variable(ParentsParameter.ActualName, solution));
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78 | offspringScope.SubScopes.Add(scope);
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79 | }
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80 | CurrentScope.SubScopes.Add(offspringScope);
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81 | return base.Apply();
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82 | }
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83 |
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84 | protected abstract ItemArray<IItem> Relink(ItemArray<IItem> parents, PercentValue n);
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85 | }
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86 | }
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