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source: branches/DataAnalysis Refactoring/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/SymbolicDataAnalysisSingleObjectiveProblem.cs @ 5685

Last change on this file since 5685 was 5685, checked in by gkronber, 13 years ago

#1418 Implemented validation best solution analyzers for symbolic classification and regression, added analyzers to symbolic data analysis problem classes and changed details of parameter wiring in problem classes.

File size: 4.6 KB
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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.Common;
24using HeuristicLab.Core;
25using HeuristicLab.Data;
26using HeuristicLab.Optimization;
27using HeuristicLab.Parameters;
28using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
29using System;
30
31namespace HeuristicLab.Problems.DataAnalysis.Symbolic {
32  [StorableClass]
33  public abstract class SymbolicDataAnalysisSingleObjectiveProblem<T, U, V> : SymbolicDataAnalysisProblem<T, U, V>, ISingleObjectiveHeuristicOptimizationProblem
34    where T : class,IDataAnalysisProblemData
35    where U : class, ISymbolicDataAnalysisSingleObjectiveEvaluator<T>
36    where V : class, ISymbolicDataAnalysisSolutionCreator {
37    private const string MaximizationParameterName = "Maximization";
38    private const string BestKnownQualityParameterName = "BestKnownQuality";
39
40    #region parameter properties
41    public IFixedValueParameter<BoolValue> MaximizationParameter {
42      get { return (IFixedValueParameter<BoolValue>)Parameters[MaximizationParameterName]; }
43    }
44    IParameter ISingleObjectiveHeuristicOptimizationProblem.MaximizationParameter {
45      get { return MaximizationParameter; }
46    }
47    public IFixedValueParameter<DoubleValue> BestKnownQualityParameter {
48      get { return (IFixedValueParameter<DoubleValue>)Parameters[BestKnownQualityParameterName]; }
49    }
50    IParameter ISingleObjectiveHeuristicOptimizationProblem.BestKnownQualityParameter {
51      get { return BestKnownQualityParameter; }
52    }
53    #endregion
54
55    #region properties
56    public BoolValue Maximization {
57      get { return MaximizationParameter.Value; }
58    }
59    public DoubleValue BestKnownQuality {
60      get { return BestKnownQualityParameter.Value; }
61    }
62    ISingleObjectiveEvaluator ISingleObjectiveHeuristicOptimizationProblem.Evaluator {
63      get { return Evaluator; }
64    }
65    #endregion
66
67    [StorableConstructor]
68    protected SymbolicDataAnalysisSingleObjectiveProblem(bool deserializing) : base(deserializing) { }
69    protected SymbolicDataAnalysisSingleObjectiveProblem(SymbolicDataAnalysisSingleObjectiveProblem<T, U, V> original, Cloner cloner)
70      : base(original, cloner) {
71      RegisterEventHandler();
72    }
73
74    public SymbolicDataAnalysisSingleObjectiveProblem(T problemData, U evaluator, V solutionCreator)
75      : base(problemData, evaluator, solutionCreator) {
76      Parameters.Add(new FixedValueParameter<BoolValue>(MaximizationParameterName, "Set to false if the problem should be minimized.", new BoolValue()));
77      Parameters.Add(new FixedValueParameter<DoubleValue>(BestKnownQualityParameterName, "The quality of the best known solution of this problem.", new DoubleValue()));
78
79      RegisterEventHandler();
80    }
81
82    [StorableHook(HookType.AfterDeserialization)]
83    private void AfterDeserialization() {
84      RegisterEventHandler();
85    }
86
87    private void RegisterEventHandler() {
88      Evaluator.QualityParameter.ActualNameChanged += new EventHandler(QualityParameter_ActualNameChanged);
89    }
90
91    protected override void OnEvaluatorChanged() {
92      base.OnEvaluatorChanged();
93      Evaluator.QualityParameter.ActualNameChanged += new EventHandler(QualityParameter_ActualNameChanged);
94      Maximization.Value = base.Evaluator.Maximization;
95      ParameterizeOperators();
96    }
97
98    private void QualityParameter_ActualNameChanged(object sender, EventArgs e) {
99      ParameterizeOperators();
100    }
101
102    protected override void ParameterizeOperators() {
103      base.ParameterizeOperators();
104
105      foreach (var op in Operators.OfType<ISymbolicDataAnalysisSingleObjectiveAnalyzer>()) {
106        op.QualityParameter.ActualName = Evaluator.QualityParameter.ActualName;
107        op.MaximizationParameter.ActualName = MaximizationParameterName;
108      }
109    }
110  }
111}
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