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source: trunk/sources/HeuristicLab.Analysis/3.3/BestQualityMemorizer.cs @ 3085

Last change on this file since 3085 was 3080, checked in by swagner, 15 years ago

Implemented first version of best and best known quality handling (#920)

File size: 3.1 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2010 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4 *
5 * This file is part of HeuristicLab.
6 *
7 * HeuristicLab is free software: you can redistribute it and/or modify
8 * it under the terms of the GNU General Public License as published by
9 * the Free Software Foundation, either version 3 of the License, or
10 * (at your option) any later version.
11 *
12 * HeuristicLab is distributed in the hope that it will be useful,
13 * but WITHOUT ANY WARRANTY; without even the implied warranty of
14 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
15 * GNU General Public License for more details.
16 *
17 * You should have received a copy of the GNU General Public License
18 * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
19 */
20#endregion
21
22using HeuristicLab.Core;
23using HeuristicLab.Data;
24using HeuristicLab.Operators;
25using HeuristicLab.Parameters;
26using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
27
28namespace HeuristicLab.Analysis {
29  /// <summary>
30  /// An operator that updates the best quality found so far with those qualities in the subscopes.
31  /// </summary>
32  [Item("BestQualityMemorizer", "An operator that updates the best quality found so far with those qualities in the subscopes.")]
33  [StorableClass]
34  public class BestQualityMemorizer : SingleSuccessorOperator {
35    public IValueLookupParameter<BoolValue> MaximizationParameter {
36      get { return (IValueLookupParameter<BoolValue>)Parameters["Maximization"]; }
37    }
38    public ILookupParameter<ItemArray<DoubleValue>> QualityParameter {
39      get { return (ILookupParameter<ItemArray<DoubleValue>>)Parameters["Quality"]; }
40    }
41    public IValueLookupParameter<DoubleValue> BestQualityParameter {
42      get { return (IValueLookupParameter<DoubleValue>)Parameters["BestQuality"]; }
43    }
44
45    public BestQualityMemorizer()
46      : base() {
47      Parameters.Add(new ValueLookupParameter<BoolValue>("Maximization", "True if the current problem is a maximization problem, otherwise false."));
48      Parameters.Add(new SubScopesLookupParameter<DoubleValue>("Quality", "The value contained in each sub-scope which represents the solution quality."));
49      Parameters.Add(new ValueLookupParameter<DoubleValue>("BestQuality", "The quality value of the best solution."));
50    }
51
52    public override IOperation Apply() {
53      ItemArray<DoubleValue> qualities = QualityParameter.ActualValue;
54      bool maximization = MaximizationParameter.ActualValue.Value;
55      DoubleValue best = BestQualityParameter.ActualValue;
56      double max = (best != null) ? (best.Value) : ((maximization) ? (double.MinValue) : (double.MaxValue));
57
58      foreach (DoubleValue quality in qualities)
59        if (IsBetter(maximization, quality.Value, max)) max = quality.Value;
60
61      if (best == null) BestQualityParameter.ActualValue = new DoubleValue(max);
62      else best.Value = max;
63      return base.Apply();
64    }
65
66    private bool IsBetter(bool maximization, double quality, double max) {
67      return (maximization && quality > max || !maximization && quality < max);
68    }
69  }
70}
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