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source: trunk/sources/HeuristicLab.Problems.VehicleRouting/3.3/Encodings/Potvin/Crossovers/PotvinRouteBasedCrossover.cs @ 6459

Last change on this file since 6459 was 6459, checked in by svonolfe, 13 years ago

Added possibility to allow infeasible solutions (#1561)

File size: 3.5 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2011 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;
25using HeuristicLab.Data;
26
27namespace HeuristicLab.Problems.VehicleRouting.Encodings.Potvin {
28  [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.")]
29  [StorableClass]
30  public sealed class PotvinRouteBasedCrossover : PotvinCrossover {
31    [StorableConstructor]
32    private PotvinRouteBasedCrossover(bool deserializing) : base(deserializing) { }
33    private PotvinRouteBasedCrossover(PotvinRouteBasedCrossover original, Cloner cloner)
34      : base(original, cloner) {
35    }
36    public override IDeepCloneable Clone(Cloner cloner) {
37      return new PotvinRouteBasedCrossover(this, cloner);
38    }
39    public PotvinRouteBasedCrossover()
40      : base() { }
41
42    protected override PotvinEncoding Crossover(IRandom random, PotvinEncoding parent1, PotvinEncoding parent2) {
43      BoolValue useDistanceMatrix = UseDistanceMatrixParameter.ActualValue;
44      DoubleMatrix coordinates = CoordinatesParameter.ActualValue;
45      DistanceMatrix distMatrix = VRPUtilities.GetDistanceMatrix(coordinates, DistanceMatrixParameter, useDistanceMatrix);
46      DoubleArray dueTime = DueTimeParameter.ActualValue;
47      DoubleArray readyTime = ReadyTimeParameter.ActualValue;
48      DoubleArray serviceTime = ServiceTimeParameter.ActualValue;
49      DoubleArray demand = DemandParameter.ActualValue;
50      DoubleValue capacity = CapacityParameter.ActualValue;
51
52      bool allowInfeasible = AllowInfeasibleSolutions.Value.Value;
53
54      PotvinEncoding child = parent2.Clone() as PotvinEncoding;
55
56      int tourParent1 = random.Next(parent1.Tours.Count);
57      Tour replacing = parent1.Tours[tourParent1].Clone() as Tour;
58
59      int tourParent2 = random.Next(child.Tours.Count);
60      Tour replaced = child.Tours[tourParent2];
61
62      child.Tours.Remove(replaced);
63      child.Tours.Add(replacing);
64
65      foreach (int city in replaced.Cities)
66        if (FindRoute(child, city) == null && !child.Unrouted.Contains(city))
67          child.Unrouted.Add(city);
68
69      if (Repair(random, child, replacing, distMatrix, dueTime, readyTime, serviceTime, demand, capacity, allowInfeasible) || allowInfeasible)
70        return child;
71      else {
72        if (random.NextDouble() < 0.5)
73          return parent1.Clone() as PotvinEncoding;
74        else
75          return parent2.Clone() as PotvinEncoding;   
76      }
77    }
78  }
79}
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