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 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.Parameters;
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28 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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29 |
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30 | namespace HeuristicLab.Optimization {
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31 | [Item("Multi-objective Evaluator", "Calls the Evaluate method of the problem definition and writes the return value into the scope.")]
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32 | [StorableClass]
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33 | public class MultiObjectiveEvaluator<TSolution> : InstrumentedOperator, IMultiObjectiveEvaluationOperator<TSolution>, IStochasticOperator
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34 | where TSolution : class, ISolution {
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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<IEncoding<TSolution>> EncodingParameter {
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41 | get { return (ILookupParameter<IEncoding<TSolution>>)Parameters["Encoding"]; }
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42 | }
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43 |
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44 | public ILookupParameter<DoubleArray> QualitiesParameter {
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45 | get { return (ILookupParameter<DoubleArray>)Parameters["Qualities"]; }
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46 | }
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47 |
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48 | public Func<TSolution, IRandom, double[]> EvaluateFunc { get; set; }
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49 |
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50 | [StorableConstructor]
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51 | protected MultiObjectiveEvaluator(bool deserializing) : base(deserializing) { }
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52 | protected MultiObjectiveEvaluator(MultiObjectiveEvaluator<TSolution> original, Cloner cloner) : base(original, cloner) { }
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53 | public MultiObjectiveEvaluator() {
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54 | Parameters.Add(new LookupParameter<IRandom>("Random", "The random number generator to use."));
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55 | Parameters.Add(new LookupParameter<IEncoding<TSolution>>("Encoding", "An item that holds the problem's encoding."));
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56 | Parameters.Add(new LookupParameter<DoubleArray>("Qualities", "The qualities of the parameter vector."));
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57 | }
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58 |
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59 | public override IDeepCloneable Clone(Cloner cloner) {
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60 | return new MultiObjectiveEvaluator<TSolution>(this, cloner);
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61 | }
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62 |
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63 | public override IOperation InstrumentedApply() {
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64 | var random = RandomParameter.ActualValue;
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65 | var encoding = EncodingParameter.ActualValue;
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66 | var solution = ScopeUtil.GetSolution(ExecutionContext.Scope, encoding);
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67 | QualitiesParameter.ActualValue = new DoubleArray(EvaluateFunc(solution, random));
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68 | return base.InstrumentedApply();
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69 | }
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70 | }
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71 | }
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