Free cookie consent management tool by TermsFeed Policy Generator

source: branches/LearningClassifierSystems/HeuristicLab.Optimization.Operators.LCS/3.3/GAssist/MDL/BestSolutionCreator.cs @ 11303

Last change on this file since 11303 was 9392, checked in by sforsten, 12 years ago

#1980:

  • several small bug fixes
  • added windowing technique ILAS to GAssist
  • GAssist and XCS work now with real-valued features
  • severely improved the performance of XCS
File size: 3.2 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2011 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 System.Linq;
23using HeuristicLab.Core;
24using HeuristicLab.Data;
25using HeuristicLab.Operators;
26using HeuristicLab.Parameters;
27using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
28
29namespace HeuristicLab.Optimization.Operators.LCS {
30  [Item("BestSolutionCreator", "Description missing")]
31  [StorableClass]
32  public class BestSolutionCreator : SingleSuccessorOperator {
33
34    #region Parameter Properties
35    public IValueLookupParameter<IGAssistSolution> SolutionParameter {
36      get { return (IValueLookupParameter<IGAssistSolution>)Parameters["Solution"]; }
37    }
38    public ScopeTreeLookupParameter<IGAssistIndividual> IndividualParameter {
39      get { return (ScopeTreeLookupParameter<IGAssistIndividual>)Parameters["Individual"]; }
40    }
41    public LookupParameter<IGAssistNichesProblemData> ProblemDataParameter {
42      get { return (LookupParameter<IGAssistNichesProblemData>)Parameters["ProblemData"]; }
43    }
44    public IScopeTreeLookupParameter<DoubleValue> QualityParameter {
45      get { return (IScopeTreeLookupParameter<DoubleValue>)Parameters["Quality"]; }
46    }
47    public ILookupParameter<BoolValue> MaximizationParameter {
48      get { return (ILookupParameter<BoolValue>)Parameters["Maximization"]; }
49    }
50    #endregion
51
52    [StorableConstructor]
53    protected BestSolutionCreator(bool deserializing) : base(deserializing) { }
54    public BestSolutionCreator()
55      : base() {
56      Parameters.Add(new ValueLookupParameter<IGAssistIndividual>("Solution", ""));
57      Parameters.Add(new ScopeTreeLookupParameter<IGAssistIndividual>("Individual", ""));
58      Parameters.Add(new LookupParameter<IGAssistNichesProblemData>("ProblemData", ""));
59      Parameters.Add(new ScopeTreeLookupParameter<DoubleValue>("Quality", "The qualities of the trees that should be analyzed."));
60      Parameters.Add(new LookupParameter<BoolValue>("Maximization", "The direction of optimization."));
61    }
62
63    public override IOperation Apply() {
64      var qualities = QualityParameter.ActualValue;
65      var bestQuality = MaximizationParameter.ActualValue.Value ? qualities.Max() : qualities.Min();
66      int index = qualities.IndexOf(bestQuality);
67      SolutionParameter.ActualValue = IndividualParameter.ActualValue[index].CreateGAssistSolution(ProblemDataParameter.ActualValue);
68      return base.Apply();
69    }
70  }
71}
Note: See TracBrowser for help on using the repository browser.