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source: branches/VRP/HeuristicLab.Problems.VehicleRouting/3.4/Encodings/Potvin/Crossovers/PotvinRouteBasedCrossover.cs @ 6857

Last change on this file since 6857 was 6857, checked in by svonolfe, 13 years ago

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