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source: stable/HeuristicLab.Optimization.Operators/3.3/QualitySimilarityCalculator.cs @ 13688

Last change on this file since 13688 was 12280, checked in by mkommend, 10 years ago

#2332: Merged all changes from this ticket into stable.

File size: 2.6 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2015 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 HeuristicLab.Common;
24using HeuristicLab.Core;
25using HeuristicLab.Data;
26
27namespace HeuristicLab.Optimization.Operators {
28  /// <summary>
29  /// An item that performs similarity calculation between two solutions.
30  /// </summary>
31  /// <remarks>
32  /// The item always considers two solutions to be equal if they have the same quality.
33  /// </remarks>
34  [Item("QualitySimilarityCalculator", "An item that performs similarity calculation between two solutions. The item only considers the qualities of the two solutions.")]
35  public sealed class QualitySimilarityCalculator : SingleObjectiveSolutionSimilarityCalculator {
36    protected override bool IsCommutative { get { return true; } }
37
38    private QualitySimilarityCalculator(bool deserializing) : base(deserializing) { }
39    private QualitySimilarityCalculator(QualitySimilarityCalculator original, Cloner cloner) : base(original, cloner) { }
40    public QualitySimilarityCalculator() : base() { }
41
42    public override IDeepCloneable Clone(Cloner cloner) {
43      return new QualitySimilarityCalculator(this, cloner);
44    }
45
46    public static double CalculateSimilarity(IScope left, IScope right, string qualityVariableName) {
47      double leftQuality = ((DoubleValue)left.Variables[qualityVariableName].Value).Value;
48      double rightQuality = ((DoubleValue)right.Variables[qualityVariableName].Value).Value;
49      double delta = leftQuality.IsAlmost(rightQuality) ? 0.0 : Math.Abs(leftQuality - rightQuality);
50      return 1.0 - delta / Math.Max(leftQuality, rightQuality);
51    }
52
53    public override double CalculateSolutionSimilarity(IScope leftSolution, IScope rightSolution) {
54      return CalculateSimilarity(leftSolution, rightSolution, QualityVariableName);
55    }
56  }
57}
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