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 |
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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.Parameters;
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27 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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28 |
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29 | namespace HeuristicLab.Problems.DataAnalysis.Symbolic.Regression {
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30 | [StorableType("770FC9B3-8457-47AE-AEB8-C31C0872DD5A")]
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31 | public abstract class SymbolicRegressionMultiObjectiveEvaluator : SymbolicDataAnalysisMultiObjectiveEvaluator<IRegressionProblemData>, ISymbolicRegressionMultiObjectiveEvaluator {
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32 | private const string DecimalPlacesParameterName = "Decimal Places";
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33 | private const string UseConstantOptimizationParameterName = "Use constant optimization";
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34 | private const string ConstantOptimizationIterationsParameterName = "Constant optimization iterations";
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35 |
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36 | public IFixedValueParameter<IntValue> DecimalPlacesParameter {
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37 | get { return (IFixedValueParameter<IntValue>)Parameters[DecimalPlacesParameterName]; }
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38 | }
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39 | public IFixedValueParameter<BoolValue> UseConstantOptimizationParameter {
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40 | get { return (IFixedValueParameter<BoolValue>)Parameters[UseConstantOptimizationParameterName]; }
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41 | }
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42 |
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43 | public IFixedValueParameter<IntValue> ConstantOptimizationIterationsParameter {
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44 | get { return (IFixedValueParameter<IntValue>)Parameters[ConstantOptimizationIterationsParameterName]; }
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45 | }
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46 |
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47 |
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48 | public int DecimalPlaces {
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49 | get { return DecimalPlacesParameter.Value.Value; }
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50 | set { DecimalPlacesParameter.Value.Value = value; }
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51 | }
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52 | public bool UseConstantOptimization {
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53 | get { return UseConstantOptimizationParameter.Value.Value; }
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54 | set { UseConstantOptimizationParameter.Value.Value = value; }
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55 | }
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56 | public int ConstantOptimizationIterations {
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57 | get { return ConstantOptimizationIterationsParameter.Value.Value; }
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58 | set { ConstantOptimizationIterationsParameter.Value.Value = value; }
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59 | }
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60 |
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61 | [StorableConstructor]
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62 | protected SymbolicRegressionMultiObjectiveEvaluator(bool deserializing) : base(deserializing) { }
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63 | protected SymbolicRegressionMultiObjectiveEvaluator(SymbolicRegressionMultiObjectiveEvaluator original, Cloner cloner)
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64 | : base(original, cloner) {
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65 | }
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66 |
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67 | protected SymbolicRegressionMultiObjectiveEvaluator()
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68 | : base() {
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69 | Parameters.Add(new FixedValueParameter<IntValue>(DecimalPlacesParameterName, "The number of decimal places used for rounding the quality values.", new IntValue(5)) { Hidden = true });
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70 | Parameters.Add(new FixedValueParameter<BoolValue>(UseConstantOptimizationParameterName, "", new BoolValue(false)));
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71 | Parameters.Add(new FixedValueParameter<IntValue>(ConstantOptimizationIterationsParameterName, "The number of iterations constant optimization should be applied.", new IntValue(5)));
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72 | }
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73 |
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74 | [StorableHook(HookType.AfterDeserialization)]
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75 | private void AfterDeserialization() {
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76 | if (!Parameters.ContainsKey(UseConstantOptimizationParameterName)) {
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77 | Parameters.Add(new FixedValueParameter<BoolValue>(UseConstantOptimizationParameterName, "", new BoolValue(false)));
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78 | }
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79 | if (!Parameters.ContainsKey(DecimalPlacesParameterName)) {
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80 | Parameters.Add(new FixedValueParameter<IntValue>(DecimalPlacesParameterName, "The number of decimal places used for rounding the quality values.", new IntValue(-1)) { Hidden = true });
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81 | }
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82 | if (!Parameters.ContainsKey(ConstantOptimizationIterationsParameterName)) {
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83 | Parameters.Add(new FixedValueParameter<IntValue>(ConstantOptimizationIterationsParameterName, "The number of iterations constant optimization should be applied.", new IntValue(5)));
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84 | }
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85 | }
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86 | }
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87 | }
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