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source: trunk/sources/HeuristicLab.Problems.TestFunctions/3.3/Analyzers/MultiPopulationBestSingleObjectiveTestFunctionSolutionAnalyzer.cs @ 3659

Last change on this file since 3659 was 3659, checked in by swagner, 14 years ago

Worked on refactoring of algorithm analysis and tracing (#999)

  • removed SubScopesSubScopesLookupParameter
  • adapted SubScopesLookupParameter and renamed it into ScopeTreeLookupParameter
File size: 4.8 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 System;
23using System.Collections.Generic;
24using System.Linq;
25using System.Text;
26using HeuristicLab.Optimization;
27using HeuristicLab.Data;
28using HeuristicLab.Core;
29using HeuristicLab.Operators;
30using HeuristicLab.Encodings.RealVectorEncoding;
31using HeuristicLab.Parameters;
32using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
33
34namespace HeuristicLab.Problems.TestFunctions.Analyzers {
35  /// <summary>
36  /// An operator for analyzing the best solution for a SingleObjectiveTestFunction problem.
37  /// </summary>
38  [Item("MultiPopulationBestSingleObjectiveTestFunctionSolutionAnalyzer", "An operator for analyzing the best solution for a SingleObjectiveTestFunction problem.")]
39  [StorableClass]
40  class MultiPopulationBestSingleObjectiveTestFunctionSolutionAnalyzer : SingleSuccessorOperator, IBestSingleObjectiveTestFunctionSolutionAnalyzer, IAnalyzer {
41
42    public ILookupParameter<ItemArray<ItemArray<RealVector>>> RealVectorParameter {
43      get { return (ILookupParameter<ItemArray<ItemArray<RealVector>>>)Parameters["RealVector"]; }
44    }
45    ILookupParameter IBestSingleObjectiveTestFunctionSolutionAnalyzer.RealVectorParameter {
46      get { return RealVectorParameter; }
47    }
48    public ILookupParameter<ItemArray<ItemArray<DoubleValue>>> QualityParameter {
49      get { return (ILookupParameter<ItemArray<ItemArray<DoubleValue>>>)Parameters["Quality"]; }
50    }
51    ILookupParameter IBestSingleObjectiveTestFunctionSolutionAnalyzer.QualityParameter {
52      get { return QualityParameter; }
53    }
54    public ILookupParameter<SingleObjectiveTestFunctionSolution> BestSolutionParameter {
55      get { return (ILookupParameter<SingleObjectiveTestFunctionSolution>)Parameters["BestSolution"]; }
56    }
57    public IValueLookupParameter<ResultCollection> ResultsParameter {
58      get { return (IValueLookupParameter<ResultCollection>)Parameters["Results"]; }
59    }
60
61    public MultiPopulationBestSingleObjectiveTestFunctionSolutionAnalyzer()
62      : base() {
63      Parameters.Add(new ScopeTreeLookupParameter<ItemArray<RealVector>>("RealVector", "The SingleObjectiveTestFunction solutions from which the best solution should be visualized."));
64
65      Parameters.Add(new ScopeTreeLookupParameter<ItemArray<DoubleValue>>("Quality", "The qualities of the SingleObjectiveTestFunction solutions which should be visualized."));
66      Parameters.Add(new LookupParameter<SingleObjectiveTestFunctionSolution>("BestSolution", "The best SingleObjectiveTestFunction solution."));
67      Parameters.Add(new ValueLookupParameter<ResultCollection>("Results", "The result collection where the SingleObjectiveTestFunction solution should be stored."));
68    }
69
70    public override IOperation Apply() {
71      ItemArray<ItemArray<RealVector>> RealVectors = RealVectorParameter.ActualValue;
72      ItemArray<ItemArray<DoubleValue>> qualities = QualityParameter.ActualValue;
73      ResultCollection results = ResultsParameter.ActualValue;
74
75      DoubleValue bestQuality = new DoubleValue(double.MaxValue);
76      RealVector bestRealVector = null;
77
78      for (int i = 0; i < qualities.Length; i++) {
79        for (int j = 0; j < qualities[i].Length; j++) {
80          if (qualities[i][j].Value < bestQuality.Value) {
81            bestQuality = qualities[i][j];
82            bestRealVector = RealVectors[i][j];
83          }
84        }
85      }
86
87      SingleObjectiveTestFunctionSolution solution = BestSolutionParameter.ActualValue;
88      if (solution == null) {
89        solution = new SingleObjectiveTestFunctionSolution(bestRealVector, bestQuality);
90        BestSolutionParameter.ActualValue = solution;
91
92        results.Add(new Result("Best SingleObjectiveTestFunction Solution", solution));
93      } else {
94        if (solution.Quality.Value > bestQuality.Value) {
95          solution.RealVector = bestRealVector;
96          solution.Quality = bestQuality;
97
98          results["Best SingleObjectiveTestFunction Solution"].Value = solution;
99        }
100      }
101
102      return base.Apply();
103    }
104  }
105}
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