1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2019 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 HEAL.Fossil;
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29 |
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30 | namespace HeuristicLab.Optimization {
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31 | [Item("Single-objective Evaluator", "Calls the script's Evaluate method to get the quality value of the parameter vector.")]
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32 | [StorableType("E8914B68-D0D7-407F-8D58-002FDF2F45CF")]
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33 | public sealed class SingleObjectiveEvaluator : InstrumentedOperator, ISingleObjectiveEvaluationOperator, IStochasticOperator {
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34 |
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35 | public ILookupParameter<IRandom> RandomParameter {
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36 | get { return (ILookupParameter<IRandom>)Parameters["Random"]; }
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37 | }
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38 |
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39 | public ILookupParameter<IEncoding> EncodingParameter {
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40 | get { return (ILookupParameter<IEncoding>)Parameters["Encoding"]; }
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41 | }
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42 |
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43 | public ILookupParameter<DoubleValue> QualityParameter {
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44 | get { return (ILookupParameter<DoubleValue>)Parameters["Quality"]; }
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45 | }
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46 |
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47 | public Func<Individual, IRandom, double> EvaluateFunc { get; set; }
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48 |
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49 | [StorableConstructor]
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50 | private SingleObjectiveEvaluator(StorableConstructorFlag _) : base(_) { }
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51 | private SingleObjectiveEvaluator(SingleObjectiveEvaluator original, Cloner cloner) : base(original, cloner) { }
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52 | public SingleObjectiveEvaluator() {
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53 | Parameters.Add(new LookupParameter<IRandom>("Random", "The random number generator to use."));
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54 | Parameters.Add(new LookupParameter<IEncoding>("Encoding", "An item that holds the problem's encoding."));
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55 | Parameters.Add(new LookupParameter<DoubleValue>("Quality", "The quality of the parameter vector."));
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56 | }
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57 |
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58 | public override IDeepCloneable Clone(Cloner cloner) { return new SingleObjectiveEvaluator(this, cloner); }
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59 |
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60 | public override IOperation InstrumentedApply() {
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61 | var random = RandomParameter.ActualValue;
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62 | var encoding = EncodingParameter.ActualValue;
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63 | var individual = encoding.GetIndividual(ExecutionContext.Scope);
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64 | QualityParameter.ActualValue = new DoubleValue(EvaluateFunc(individual, random));
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65 | return base.InstrumentedApply();
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66 | }
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67 | }
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68 | }
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