1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2011 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 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.Parameters;
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27 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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28 |
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29 | namespace HeuristicLab.Analysis {
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30 | /// <summary>
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31 | /// An operator which calculates the best, average and worst quality of solutions in the scope tree.
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32 | /// </summary>
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33 | [Item("BestAverageWorstQualityCalculator", "An operator which calculates the best, average and worst quality of solutions in the scope tree.")]
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34 | [StorableClass]
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35 | public sealed class BestAverageWorstQualityCalculator : SingleSuccessorOperator {
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36 | public ValueLookupParameter<BoolValue> MaximizationParameter {
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37 | get { return (ValueLookupParameter<BoolValue>)Parameters["Maximization"]; }
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38 | }
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39 | public ScopeTreeLookupParameter<DoubleValue> QualityParameter {
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40 | get { return (ScopeTreeLookupParameter<DoubleValue>)Parameters["Quality"]; }
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41 | }
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42 | public ValueLookupParameter<DoubleValue> BestQualityParameter {
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43 | get { return (ValueLookupParameter<DoubleValue>)Parameters["BestQuality"]; }
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44 | }
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45 | public ValueLookupParameter<DoubleValue> AverageQualityParameter {
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46 | get { return (ValueLookupParameter<DoubleValue>)Parameters["AverageQuality"]; }
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47 | }
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48 | public ValueLookupParameter<DoubleValue> WorstQualityParameter {
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49 | get { return (ValueLookupParameter<DoubleValue>)Parameters["WorstQuality"]; }
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50 | }
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51 |
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52 | #region Storing & Cloning
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53 | [StorableConstructor]
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54 | private BestAverageWorstQualityCalculator(bool deserializing) : base(deserializing) { }
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55 | private BestAverageWorstQualityCalculator(BestAverageWorstQualityCalculator original, Cloner cloner) : base(original, cloner) { }
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56 | public override IDeepCloneable Clone(Cloner cloner) {
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57 | return new BestAverageWorstQualityCalculator(this, cloner);
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58 | }
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59 | #endregion
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60 | public BestAverageWorstQualityCalculator()
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61 | : base() {
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62 | Parameters.Add(new ValueLookupParameter<BoolValue>("Maximization", "True if the current problem is a maximization problem, otherwise false."));
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63 | Parameters.Add(new ScopeTreeLookupParameter<DoubleValue>("Quality", "The value contained in the scope tree which represents the solution quality."));
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64 | Parameters.Add(new ValueLookupParameter<DoubleValue>("BestQuality", "The quality value of the best solution."));
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65 | Parameters.Add(new ValueLookupParameter<DoubleValue>("AverageQuality", "The average quality of all solutions."));
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66 | Parameters.Add(new ValueLookupParameter<DoubleValue>("WorstQuality", "The quality value of the worst solution."));
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67 | }
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68 |
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69 |
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70 | public override IOperation Apply() {
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71 | ItemArray<DoubleValue> qualities = QualityParameter.ActualValue;
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72 | bool maximization = MaximizationParameter.ActualValue.Value;
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73 |
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74 | if (qualities.Length > 0) {
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75 | double min = double.MaxValue, max = double.MinValue, sum = 0.0;
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76 | for (int i = 0; i < qualities.Length; i++) {
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77 | if (qualities[i].Value < min) min = qualities[i].Value;
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78 | if (qualities[i].Value > max) max = qualities[i].Value;
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79 | sum += qualities[i].Value;
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80 | }
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81 | if (!maximization) {
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82 | double temp = min;
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83 | min = max;
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84 | max = temp;
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85 | }
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86 |
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87 | DoubleValue best = BestQualityParameter.ActualValue;
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88 | if (best == null) BestQualityParameter.ActualValue = new DoubleValue(max);
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89 | else best.Value = max;
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90 | DoubleValue average = AverageQualityParameter.ActualValue;
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91 | if (average == null) AverageQualityParameter.ActualValue = new DoubleValue(sum / qualities.Length);
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92 | else average.Value = sum / qualities.Length;
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93 | DoubleValue worst = WorstQualityParameter.ActualValue;
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94 | if (worst == null) WorstQualityParameter.ActualValue = new DoubleValue(min);
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95 | else worst.Value = min;
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96 | }
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97 | return base.Apply();
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98 | }
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99 | }
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100 | }
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