[6615] | 1 | #region License Information
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| 2 | /* HeuristicLab
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[16453] | 3 | * Copyright (C) 2002-2019 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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[6615] | 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.Optimization;
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| 27 | using HeuristicLab.Parameters;
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[16462] | 28 | using HEAL.Fossil;
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[6615] | 29 |
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| 30 | namespace HeuristicLab.Analysis.QualityAnalysis {
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| 31 | [Item("ScaledQualityDifferenceAnalyzer", @"Calculates the quality value relative to a certain range given with a minimum and a maximum value.
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| 32 | The difference lies in the interval [0;1] if the range [min;max] is as large as the observed quality values, otherwise the difference will become < 0 or > 1.
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| 33 | A value towards 0 always means that it's closer to the better fitness value, while a value towards 1 means that it's closer to the worse fitness value.")]
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[16462] | 34 | [StorableType("C0E9AE9C-06F8-4A5F-A726-6532F0E038CF")]
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[11970] | 35 | public class ScaledQualityDifferenceAnalyzer : SingleSuccessorOperator, IAnalyzer, ISingleObjectiveOperator {
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[7172] | 36 | public virtual bool EnabledByDefault {
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| 37 | get { return true; }
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| 38 | }
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| 39 |
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[6615] | 40 | public ILookupParameter<DoubleValue> QualityParameter {
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| 41 | get { return (ILookupParameter<DoubleValue>)Parameters["Quality"]; }
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| 42 | }
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| 43 | public ILookupParameter<BoolValue> MaximizationParameter {
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| 44 | get { return (ILookupParameter<BoolValue>)Parameters["Maximization"]; }
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| 45 | }
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| 46 | public ILookupParameter<DoubleValue> ScaledDifferenceParameter {
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| 47 | get { return (ILookupParameter<DoubleValue>)Parameters["ScaledDifference"]; }
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| 48 | }
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| 49 | public ILookupParameter<ResultCollection> ResultsParameter {
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| 50 | get { return (ILookupParameter<ResultCollection>)Parameters["Results"]; }
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| 51 | }
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| 52 | public IValueLookupParameter<DoubleValue> MinimumQualityParameter {
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| 53 | get { return (IValueLookupParameter<DoubleValue>)Parameters["MinimumQuality"]; }
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| 54 | }
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| 55 | public IValueLookupParameter<DoubleValue> MaximumQualityParameter {
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| 56 | get { return (IValueLookupParameter<DoubleValue>)Parameters["MaximumQuality"]; }
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| 57 | }
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| 58 |
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| 59 | [StorableConstructor]
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[16462] | 60 | protected ScaledQualityDifferenceAnalyzer(StorableConstructorFlag _) : base(_) { }
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[6615] | 61 | protected ScaledQualityDifferenceAnalyzer(ScaledQualityDifferenceAnalyzer original, Cloner cloner) : base(original, cloner) { }
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| 62 | public ScaledQualityDifferenceAnalyzer()
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| 63 | : base() {
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| 64 | Parameters.Add(new LookupParameter<DoubleValue>("Quality", "The quality value that should be compared."));
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| 65 | Parameters.Add(new LookupParameter<BoolValue>("Maximization", "True if the problem is a maximization problem, false otherwise."));
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| 66 | Parameters.Add(new LookupParameter<DoubleValue>("ScaledDifference", "The value that describes whether the quality value lies towards the better quality in the range (<=0.5) or more towards the worse quality (> 0.5)."));
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| 67 | Parameters.Add(new LookupParameter<ResultCollection>("Results", "The result collection where the difference will be stored (in addition to the scope)."));
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| 68 | Parameters.Add(new ValueLookupParameter<DoubleValue>("MinimumQuality", "The lower bound of the quality range to which the quality is compared."));
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| 69 | Parameters.Add(new ValueLookupParameter<DoubleValue>("MaximumQuality", "The upper bound of the quality range to which the quality is compared."));
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| 70 | }
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| 71 |
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| 72 | public override IDeepCloneable Clone(Cloner cloner) {
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| 73 | return new ScaledQualityDifferenceAnalyzer(this, cloner);
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| 74 | }
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| 75 |
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| 76 | public override IOperation Apply() {
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| 77 | bool maximization = MaximizationParameter.ActualValue.Value;
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| 78 | double quality = QualityParameter.ActualValue.Value, max = MaximumQualityParameter.ActualValue.Value, min = MinimumQualityParameter.ActualValue.Value;
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| 79 | double difference;
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| 80 |
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| 81 | difference = ((quality - min) / (max - min));
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| 82 | if (maximization) difference = 1.0 - difference;
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| 83 |
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| 84 | DoubleValue differenceValue = ScaledDifferenceParameter.ActualValue;
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[6616] | 85 | if (differenceValue == null) {
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| 86 | differenceValue = new DoubleValue(difference);
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| 87 | ScaledDifferenceParameter.ActualValue = differenceValue;
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| 88 | } else differenceValue.Value = difference;
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[6615] | 89 |
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| 90 | ResultCollection results = ResultsParameter.ActualValue;
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| 91 | if (results != null) {
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| 92 | IResult r;
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[7245] | 93 | if (!results.TryGetValue(ScaledDifferenceParameter.TranslatedName, out r)) {
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| 94 | r = new Result(ScaledDifferenceParameter.TranslatedName, differenceValue);
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[6615] | 95 | results.Add(r);
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| 96 | }
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| 97 | }
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| 98 |
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| 99 | return base.Apply();
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| 100 | }
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| 101 | }
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| 102 | }
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