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source: trunk/sources/HeuristicLab.Problems.VehicleRouting/3.4/Encodings/Zhu/Crossovers/ZhuMergeCrossover1.cs @ 7895

Last change on this file since 7895 was 6771, checked in by svonolfe, 13 years ago

Corrected behavior of various operators when a solution contains more tours than vehicles (#1177)

File size: 3.4 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 HeuristicLab.Core;
23using HeuristicLab.Encodings.PermutationEncoding;
24using HeuristicLab.Parameters;
25using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
26using HeuristicLab.Data;
27using HeuristicLab.Problems.VehicleRouting.Variants;
28using HeuristicLab.Common;
29
30namespace HeuristicLab.Problems.VehicleRouting.Encodings.Zhu {
31  [Item("ZhuMergeCrossover1", "The Zhu Merge Crossover (Version 1). It is implemented as described in Zhu, K.Q. (2000). A New Genetic Algorithm For VRPTW. Proceedings of the International Conference on Artificial Intelligence.")]
32  [StorableClass]
33  public sealed class ZhuMergeCrossover1 : ZhuCrossover {   
34    [StorableConstructor]
35    private ZhuMergeCrossover1(bool deserializing) : base(deserializing) { }
36
37    public ZhuMergeCrossover1()
38      : base() {
39    }
40
41    public override IDeepCloneable Clone(Cloner cloner) {
42      return new ZhuMergeCrossover1(this, cloner);
43    }
44
45    private ZhuMergeCrossover1(ZhuMergeCrossover1 original, Cloner cloner)
46      : base(original, cloner) {
47    }
48
49    private void Swap(ZhuEncoding individual, int city1, int city2) {
50      int index1 = individual.IndexOf(city1);
51      int index2 = individual.IndexOf(city2);
52
53      int temp = individual[index1];
54      individual[index1] = individual[index2];
55      individual[index2] = temp;
56    }
57
58    protected override ZhuEncoding Crossover(IRandom random, ZhuEncoding parent1, ZhuEncoding parent2) {
59      parent1 = parent1.Clone() as ZhuEncoding;
60      parent2 = parent2.Clone() as ZhuEncoding;
61
62      ZhuEncoding child = parent2.Clone() as ZhuEncoding;
63
64      if (parent1.Length != parent2.Length)
65        return child;
66
67      int breakPoint = random.Next(child.Length);
68      int i = breakPoint;
69
70      DoubleArray dueTime = null;
71      if (ProblemInstance is ITimeWindowedProblemInstance) {
72        dueTime = (ProblemInstance as ITimeWindowedProblemInstance).DueTime;
73      }
74
75      do {
76        if (i == breakPoint) {
77          child[i] = parent1[i];
78          Swap(parent2, parent2[i], parent1[i]);
79        } else {
80          if (
81            (dueTime != null) &&
82            (dueTime[parent1[i] + 1] <
83             dueTime[parent2[i] + 1])) {
84            child[i] = parent1[i];
85            Swap(parent2, parent2[i], parent1[i]);
86          } else {
87            child[i] = parent2[i];
88            Swap(parent1, parent1[i], parent2[i]);
89          }
90        }
91
92        i = (i + 1) % child.Length;
93      } while (i != breakPoint);
94
95      return child;
96    }
97  }
98}
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