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source: trunk/sources/HeuristicLab.Problems.TravelingSalesman/3.3/Evaluators/TSPCoordinatesPathEvaluator.cs @ 5370

Last change on this file since 5370 was 5210, checked in by swagner, 14 years ago

Adapted distance matrix calculation in TSPCoordinatesPathEvaluator to avoid that multiple distance matrices are created, if the evaluator is executed in parallel (#1333)

File size: 5.8 KB
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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.Common;
23using HeuristicLab.Core;
24using HeuristicLab.Data;
25using HeuristicLab.Encodings.PermutationEncoding;
26using HeuristicLab.Parameters;
27using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
28
29namespace HeuristicLab.Problems.TravelingSalesman {
30  /// <summary>
31  /// A base class for operators which evaluate TSP solutions given in path representation using city coordinates.
32  /// </summary>
33  [Item("TSPCoordinatesPathEvaluator", "A base class for operators which evaluate TSP solutions given in path representation using city coordinates.")]
34  [StorableClass]
35  public abstract class TSPCoordinatesPathEvaluator : TSPEvaluator, ITSPCoordinatesPathEvaluator {
36    private object locker = new object();
37
38    public ILookupParameter<Permutation> PermutationParameter {
39      get { return (ILookupParameter<Permutation>)Parameters["Permutation"]; }
40    }
41    public ILookupParameter<DoubleMatrix> CoordinatesParameter {
42      get { return (ILookupParameter<DoubleMatrix>)Parameters["Coordinates"]; }
43    }
44    public ILookupParameter<DistanceMatrix> DistanceMatrixParameter {
45      get { return (ILookupParameter<DistanceMatrix>)Parameters["DistanceMatrix"]; }
46    }
47    public ILookupParameter<BoolValue> UseDistanceMatrixParameter {
48      get { return (ILookupParameter<BoolValue>)Parameters["UseDistanceMatrix"]; }
49    }
50
51    [StorableConstructor]
52    protected TSPCoordinatesPathEvaluator(bool deserializing) : base(deserializing) { }
53    protected TSPCoordinatesPathEvaluator(TSPCoordinatesPathEvaluator original, Cloner cloner) : base(original, cloner) { }
54    protected TSPCoordinatesPathEvaluator()
55      : base() {
56      Parameters.Add(new LookupParameter<Permutation>("Permutation", "The TSP solution given in path representation which should be evaluated."));
57      Parameters.Add(new LookupParameter<DoubleMatrix>("Coordinates", "The x- and y-Coordinates of the cities."));
58      Parameters.Add(new LookupParameter<DistanceMatrix>("DistanceMatrix", "The matrix which contains the distances between the cities."));
59      Parameters.Add(new LookupParameter<BoolValue>("UseDistanceMatrix", "True if a distance matrix should be calculated and used for evaluation, otherwise false."));
60    }
61
62    [StorableHook(HookType.AfterDeserialization)]
63    private void AfterDeserialization() {
64      // BackwardsCompatibility3.3
65      #region Backwards compatible code (remove with 3.4)
66      LookupParameter<DoubleMatrix> oldDistanceMatrixParameter = Parameters["DistanceMatrix"] as LookupParameter<DoubleMatrix>;
67      if (oldDistanceMatrixParameter != null) {
68        Parameters.Remove(oldDistanceMatrixParameter);
69        Parameters.Add(new LookupParameter<DistanceMatrix>("DistanceMatrix", "The matrix which contains the distances between the cities."));
70        DistanceMatrixParameter.ActualName = oldDistanceMatrixParameter.ActualName;
71      }
72      #endregion
73    }
74
75    public sealed override IOperation Apply() {
76      if (UseDistanceMatrixParameter.ActualValue.Value) {
77        Permutation p = PermutationParameter.ActualValue;
78        DistanceMatrix dm = DistanceMatrixParameter.ActualValue;
79
80        if (dm == null) {  // calculate distance matrix
81          lock (locker) {
82            dm = DistanceMatrixParameter.ActualValue;
83            if (dm == null) {  // check again to avoid race condition
84              DoubleMatrix c = CoordinatesParameter.ActualValue;
85              dm = new DistanceMatrix(c.Rows, c.Rows);
86              for (int i = 0; i < dm.Rows; i++) {
87                for (int j = 0; j < dm.Columns; j++)
88                  dm[i, j] = CalculateDistance(c[i, 0], c[i, 1], c[j, 0], c[j, 1]);
89              }
90              DistanceMatrixParameter.ActualValue = (DistanceMatrix)dm.AsReadOnly();
91            }
92          }
93        }
94
95        double length = 0;
96        for (int i = 0; i < p.Length - 1; i++)
97          length += dm[p[i], p[i + 1]];
98        length += dm[p[p.Length - 1], p[0]];
99        QualityParameter.ActualValue = new DoubleValue(length);
100      } else {
101        Permutation p = PermutationParameter.ActualValue;
102        DoubleMatrix c = CoordinatesParameter.ActualValue;
103
104        double length = 0;
105        for (int i = 0; i < p.Length - 1; i++)
106          length += CalculateDistance(c[p[i], 0], c[p[i], 1], c[p[i + 1], 0], c[p[i + 1], 1]);
107        length += CalculateDistance(c[p[p.Length - 1], 0], c[p[p.Length - 1], 1], c[p[0], 0], c[p[0], 1]);
108        QualityParameter.ActualValue = new DoubleValue(length);
109      }
110      return base.Apply();
111    }
112
113    /// <summary>
114    /// Calculates the distance between two points.
115    /// </summary>
116    /// <param name="x1">The x-coordinate of point 1.</param>
117    /// <param name="y1">The y-coordinate of point 1.</param>
118    /// <param name="x2">The x-coordinate of point 2.</param>
119    /// <param name="y2">The y-coordinate of point 2.</param>
120    /// <returns>The calculated distance.</returns>
121    protected abstract double CalculateDistance(double x1, double y1, double x2, double y2);
122  }
123}
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