1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2014 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 HeuristicLab.Common;
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24 | using HeuristicLab.Core;
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25 | using HeuristicLab.Data;
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26 | using HeuristicLab.Operators;
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27 | using HeuristicLab.Optimization;
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28 | using HeuristicLab.Parameters;
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29 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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30 |
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31 | namespace HeuristicLab.Problems.Programmable {
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32 | [Item("Multi-objective Evaluator", "Calls the script's Evaluate method to get the quality values of the parameter vector.")]
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33 | [StorableClass]
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34 | public class MultiObjectiveEvaluator : SingleSuccessorOperator, IMultiObjectiveProgrammableProblemEvaluator, IStochasticOperator {
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35 |
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36 | public ILookupParameter<IRandom> RandomParameter {
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37 | get { return (ILookupParameter<IRandom>)Parameters["Random"]; }
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38 | }
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39 |
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40 | public ILookupParameter<IMultiObjectiveProblemDefinitionHost> ProblemDefinitionParameter {
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41 | get { return (ILookupParameter<IMultiObjectiveProblemDefinitionHost>)Parameters["ProblemDefinition"]; }
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42 | }
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43 |
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44 | public ILookupParameter<Configuration> ConfigurationParameter {
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45 | get { return (ILookupParameter<Configuration>)Parameters["Configuration"]; }
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46 | }
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47 |
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48 | public ILookupParameter<DoubleArray> QualitiesParameter {
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49 | get { return (ILookupParameter<DoubleArray>)Parameters["Qualities"]; }
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50 | }
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51 |
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52 | [StorableConstructor]
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53 | protected MultiObjectiveEvaluator(bool deserializing) : base(deserializing) { }
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54 | protected MultiObjectiveEvaluator(MultiObjectiveEvaluator original, Cloner cloner) : base(original, cloner) { }
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55 | public MultiObjectiveEvaluator() {
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56 | Parameters.Add(new LookupParameter<IRandom>("Random", "The random number generator to use."));
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57 | Parameters.Add(new LookupParameter<IMultiObjectiveProblemDefinitionHost>("ProblemDefinition", "The host that holds the problem definition."));
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58 | Parameters.Add(new LookupParameter<Configuration>("Configuration", "An item that holds the problem's configuration."));
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59 | Parameters.Add(new LookupParameter<DoubleArray>("Qualities", "The qualities of the parameter vector."));
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60 | }
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61 |
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62 | public override IDeepCloneable Clone(Cloner cloner) {
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63 | return new MultiObjectiveEvaluator(this, cloner);
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64 | }
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65 |
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66 | public override IOperation Apply() {
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67 | var random = RandomParameter.ActualValue;
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68 | var host = ProblemDefinitionParameter.ActualValue;
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69 | if (host.Instance == null) throw new InvalidOperationException("Script instance is null, maybe the code doesn't compile.");
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70 | var config = ConfigurationParameter.ActualValue;
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71 | var vector = Helper.Extract(ExecutionContext.Scope, config);
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72 | QualitiesParameter.ActualValue = new DoubleArray(host.Instance.Evaluate(random, vector));
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73 | return base.Apply();
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74 | }
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75 | }
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76 | }
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