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source: branches/VRP/HeuristicLab.Problems.VehicleRouting/3.4/Encodings/Potvin/Crossovers/PotvinRouteBasedCrossover.cs @ 4376

Last change on this file since 4376 was 4376, checked in by svonolfe, 14 years ago

Added Potvin encoding (#1177)

File size: 2.5 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;
27
28namespace HeuristicLab.Problems.VehicleRouting.Encodings.Potvin {
29  [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.")]
30  [StorableClass]
31  public sealed class PotvinRouteBasedCrossover : PotvinCrossover {
32    [StorableConstructor]
33    private PotvinRouteBasedCrossover(bool deserializing) : base(deserializing) { }
34
35    public PotvinRouteBasedCrossover()
36      : base() { }
37     
38    protected override PotvinEncoding Crossover(IRandom random, PotvinEncoding parent1, PotvinEncoding parent2) {
39      PotvinEncoding child = parent2.Clone() as PotvinEncoding;
40
41      int tourParent1 = random.Next(parent1.Tours.Count);
42      Tour replacing = parent1.Tours[tourParent1].Clone() as Tour;
43
44      int tourParent2 = random.Next(child.Tours.Count);
45      Tour replaced = child.Tours[tourParent2];
46
47      child.Tours.Remove(replaced);
48      child.Tours.Add(replacing);
49
50      foreach (int city in replaced.Stops)
51        if (FindRoute(child, city) == null && !child.Unrouted.Contains(city))
52          child.Unrouted.Add(city);
53
54      if (Repair(random, child, replacing))
55        return child;
56      else {
57        if(random.NextDouble() < 0.5)
58          return parent1.Clone() as PotvinEncoding;
59        else
60          return parent2.Clone() as PotvinEncoding;
61      }
62    }
63  }
64}
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