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source: tags/3.3.5/HeuristicLab.Problems.VehicleRouting/3.3/Encodings/Potvin/Manipulators/PotvinTwoLevelExchangeManipulator.cs @ 13721

Last change on this file since 13721 was 6459, checked in by svonolfe, 13 years ago

Added possibility to allow infeasible solutions (#1561)

File size: 4.8 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("PotvinTwoLevelExchangeManipulator", "The 2M operator which manipulates a VRP representation.  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 PotvinTwoLevelExchangeManipulator : PotvinManipulator {
31    [StorableConstructor]
32    private PotvinTwoLevelExchangeManipulator(bool deserializing) : base(deserializing) { }
33    private PotvinTwoLevelExchangeManipulator(PotvinTwoLevelExchangeManipulator original, Cloner cloner) : base(original, cloner) { }
34    public override IDeepCloneable Clone(Cloner cloner) {
35      return new PotvinTwoLevelExchangeManipulator(this, cloner);
36    }
37    public PotvinTwoLevelExchangeManipulator() : base() { }
38
39    public static void Apply(IRandom random, PotvinEncoding individual,
40      DoubleArray dueTime, DoubleArray readyTime, DoubleArray serviceTime, DoubleArray demand,
41      DoubleValue capacity, DistanceMatrix distMatrix, bool allowInfeasible) {
42      int selectedIndex = SelectRandomTourBiasedByLength(random, individual);
43      Tour route1 = individual.Tours[selectedIndex];
44
45      bool performed = false;
46      int customer1Position = 0;
47      while (customer1Position < route1.Cities.Count) {
48        performed = false;
49
50        foreach (Tour tour in individual.Tours) {
51          if (tour != route1) {
52            for (int customer2Position = 0; customer2Position < tour.Cities.Count; customer2Position++) {
53              int customer1 = route1.Cities[customer1Position];
54              int customer2 = tour.Cities[customer2Position];
55
56              //customer1 can be feasibly inserted at the location of customer2
57              tour.Cities[customer2Position] = customer1;
58              if (tour.Feasible(dueTime, serviceTime, readyTime, demand, capacity, distMatrix)) {
59                int routeIdx, place;
60                if (FindInsertionPlace(individual,
61                  customer2, selectedIndex,
62                  dueTime, serviceTime, readyTime, demand, capacity,
63                  distMatrix, allowInfeasible,
64                  out routeIdx, out place)) {
65                  individual.Tours[routeIdx].Cities.Insert(place, customer2);
66                  route1.Cities.RemoveAt(customer1Position);
67
68                  if (route1.Cities.Count == 0)
69                    individual.Tours.Remove(route1);
70
71                  //two-level exchange has been performed
72                  performed = true;
73                  break;
74                } else {
75                  tour.Cities[customer2Position] = customer2;
76                }
77              } else {
78                tour.Cities[customer2Position] = customer2;
79              }
80            }
81          }
82
83          if (performed)
84            break;
85        }
86
87        if (!performed)
88          customer1Position++;
89      }
90    }
91
92    protected override void Manipulate(IRandom random, PotvinEncoding individual) {
93      BoolValue useDistanceMatrix = UseDistanceMatrixParameter.ActualValue;
94      DoubleMatrix coordinates = CoordinatesParameter.ActualValue;
95      DistanceMatrix distMatrix = VRPUtilities.GetDistanceMatrix(coordinates, DistanceMatrixParameter, useDistanceMatrix);
96      DoubleArray dueTime = DueTimeParameter.ActualValue;
97      DoubleArray readyTime = ReadyTimeParameter.ActualValue;
98      DoubleArray serviceTime = ServiceTimeParameter.ActualValue;
99      DoubleArray demand = DemandParameter.ActualValue;
100      DoubleValue capacity = CapacityParameter.ActualValue;
101
102      bool allowInfeasible = AllowInfeasibleSolutions.Value.Value;
103
104      Apply(random, individual, dueTime, readyTime, serviceTime, demand, capacity, distMatrix, allowInfeasible);
105    }
106  }
107}
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