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source: branches/VRP/HeuristicLab.Problems.VehicleRouting/3.4/Encodings/Potvin/Crossovers/PotvinRouteBasedCrossover.cs @ 6851

Last change on this file since 6851 was 6851, checked in by svonolfe, 13 years ago

Added support for multi depot CVRP instances (#1177)

File size: 3.6 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.Common;
28using HeuristicLab.Problems.VehicleRouting.Encodings.ExtendedPotvin;
29
30namespace HeuristicLab.Problems.VehicleRouting.Encodings.Potvin {
31  [Item("PotvinRouteBasedCrossover", "The RBX 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.")]
32  [StorableClass]
33  public sealed class PotvinRouteBasedCrossover : PotvinCrossover {
34    [StorableConstructor]
35    private PotvinRouteBasedCrossover(bool deserializing) : base(deserializing) { }
36
37    public PotvinRouteBasedCrossover()
38      : base() { }
39
40    public override IDeepCloneable Clone(Cloner cloner) {
41      return new PotvinRouteBasedCrossover(this, cloner);
42    }
43
44    private PotvinRouteBasedCrossover(PotvinRouteBasedCrossover original, Cloner cloner)
45      : base(original, cloner) {
46    }
47     
48    protected override PotvinEncoding Crossover(IRandom random, PotvinEncoding parent1, PotvinEncoding parent2) {
49      bool allowInfeasible = AllowInfeasibleSolutions.Value.Value;
50
51      PotvinEncoding child = parent2.Clone() as PotvinEncoding;
52
53      int tourParent1 = random.Next(parent1.Tours.Count);
54      Tour replacing = parent1.Tours[tourParent1].Clone() as Tour;
55
56      int tourParent2 = random.Next(child.Tours.Count);
57      Tour replaced = child.Tours[tourParent2];
58
59      child.Tours.Remove(replaced);
60      child.Tours.Insert(tourParent2, replacing);
61
62      if (parent1 is ExtendedPotvinEncoding && child is ExtendedPotvinEncoding) {
63        Permutation vehicleAssignment = (child as ExtendedPotvinEncoding).VehicleAssignment;
64
65        int vehicle = vehicleAssignment[tourParent2];
66        int vehicle2 = (parent1 as ExtendedPotvinEncoding).VehicleAssignment[tourParent1];
67        vehicleAssignment[tourParent2] = vehicle2;
68
69        for (int i = 0; i < vehicleAssignment.Length; i++) {
70          if (vehicleAssignment[i] == vehicle2 && i != tourParent2) {
71            vehicleAssignment[i] = vehicle;
72            break;
73          }
74        }       
75      }
76
77      foreach (int city in replaced.Stops)
78        if (FindRoute(child, city) == null && !child.Unrouted.Contains(city))
79          child.Unrouted.Add(city);
80
81      if (Repair(random, child, replacing, ProblemInstance, allowInfeasible) || allowInfeasible)
82        return child;
83      else {
84        if(random.NextDouble() < 0.5)
85          return parent1.Clone() as PotvinEncoding;
86        else
87          return parent2.Clone() as PotvinEncoding;
88      }
89    }
90  }
91}
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