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source: branches/CloningRefactoring/HeuristicLab.Problems.VehicleRouting/3.3/Encodings/Potvin/Crossovers/PotvinSequenceBasedCrossover.cs @ 4691

Last change on this file since 4691 was 4691, checked in by mkommend, 14 years ago

Worked on VRP project (ticket #922).

File size: 3.2 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.Common;
23using HeuristicLab.Core;
24using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
25
26namespace HeuristicLab.Problems.VehicleRouting.Encodings.Potvin {
27  [Item("PotvinSequenceBasedCrossover", "The SBX crossover for a VRP representations.  It is implemented as described in Potvin, J.-Y. and Bengio, S. (1996). The Vehicle Routing Problem with Time Windows - Part II: Genetic Search. INFORMS Journal of Computing, 8:165–172.")]
28  [StorableClass]
29  public sealed class PotvinSequenceBasedCrossover : PotvinCrossover {
30    [StorableConstructor]
31    private PotvinSequenceBasedCrossover(bool deserializing) : base(deserializing) { }
32    private PotvinSequenceBasedCrossover(PotvinSequenceBasedCrossover original, Cloner cloner)
33      : base(original, cloner) {
34    }
35    public override IDeepCloneable Clone(Cloner cloner) {
36      return new PotvinSequenceBasedCrossover(this, cloner);
37    }
38
39    public PotvinSequenceBasedCrossover()
40      : base() { }
41
42    protected override PotvinEncoding Crossover(IRandom random, PotvinEncoding parent1, PotvinEncoding parent2) {
43      PotvinEncoding child = parent1.Clone() as PotvinEncoding;
44      Tour newTour = new Tour();
45
46      int breakPoint1 = random.Next(1, Cities + 1);
47      Tour tour1 = FindRoute(child, breakPoint1);
48      breakPoint1 = tour1.Cities.IndexOf(breakPoint1);
49
50      for (int i = 0; i < breakPoint1; i++)
51        newTour.Cities.Add(tour1.Cities[i]);
52
53      int breakPoint2 = random.Next(1, Cities + 1);
54      Tour tour2 = FindRoute(parent2, breakPoint2);
55      breakPoint2 = tour2.Cities.IndexOf(breakPoint2);
56
57      for (int i = breakPoint2; i < tour2.Cities.Count; i++)
58        newTour.Cities.Add(tour2.Cities[i]);
59
60      child.Tours.Remove(tour1);
61      child.Tours.Add(newTour);
62
63      foreach (int city in tour1.Cities)
64        if (FindRoute(child, city) == null && !child.Unrouted.Contains(city))
65          child.Unrouted.Add(city);
66
67      foreach (int city in tour2.Cities)
68        if (FindRoute(child, city) == null && !child.Unrouted.Contains(city))
69          child.Unrouted.Add(city);
70
71      if (Feasible(newTour) &&
72          Repair(random, child, newTour)) {
73        return child;
74      } else {
75        if (random.NextDouble() < 0.5)
76          return parent1.Clone() as PotvinEncoding;
77        else
78          return parent2.Clone() as PotvinEncoding;
79      }
80    }
81  }
82}
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