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source: trunk/sources/HeuristicLab.Problems.VehicleRouting/3.4/Encodings/Potvin/Crossovers/PotvinSequenceBasedCrossover.cs @ 8053

Last change on this file since 8053 was 8053, checked in by ascheibe, 12 years ago

#1722 fixed more licensing information and source formatting

File size: 3.5 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2012 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
33    public PotvinSequenceBasedCrossover()
34      : base() { }
35
36    public override IDeepCloneable Clone(Cloner cloner) {
37      return new PotvinSequenceBasedCrossover(this, cloner);
38    }
39
40    private PotvinSequenceBasedCrossover(PotvinSequenceBasedCrossover original, Cloner cloner)
41      : base(original, cloner) {
42    }
43
44    protected override PotvinEncoding Crossover(IRandom random, PotvinEncoding parent1, PotvinEncoding parent2) {
45      bool allowInfeasible = AllowInfeasibleSolutions.Value.Value;
46
47      PotvinEncoding child = parent1.Clone() as PotvinEncoding;
48      Tour newTour = new Tour();
49
50      int cities = ProblemInstance.Cities.Value;
51
52      if (cities > 0) {
53        int breakPoint1 = random.Next(1, cities + 1);
54        Tour tour1 = FindRoute(child, breakPoint1);
55        breakPoint1 = tour1.Stops.IndexOf(breakPoint1);
56
57        for (int i = 0; i < breakPoint1; i++)
58          newTour.Stops.Add(tour1.Stops[i]);
59
60        int breakPoint2 = random.Next(1, cities + 1);
61        Tour tour2 = FindRoute(parent2, breakPoint2);
62        breakPoint2 = tour2.Stops.IndexOf(breakPoint2);
63
64        for (int i = breakPoint2; i < tour2.Stops.Count; i++)
65          newTour.Stops.Add(tour2.Stops[i]);
66
67        int tour1Index = child.Tours.IndexOf(tour1);
68        child.Tours.Remove(tour1);
69        child.Tours.Insert(tour1Index, newTour);
70
71        foreach (int city in tour1.Stops)
72          if (FindRoute(child, city) == null && !child.Unrouted.Contains(city))
73            child.Unrouted.Add(city);
74
75        foreach (int city in tour2.Stops)
76          if (FindRoute(child, city) == null && !child.Unrouted.Contains(city))
77            child.Unrouted.Add(city);
78
79        if (Repair(random, child, newTour, ProblemInstance, allowInfeasible) || allowInfeasible) {
80          return child;
81        } else {
82          if (random.NextDouble() < 0.5)
83            return parent1.Clone() as PotvinEncoding;
84          else
85            return parent2.Clone() as PotvinEncoding;
86        }
87      } else {
88        return child;
89      }
90    }
91  }
92}
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