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source: branches/ScatterSearch/HeuristicLab.Algorithms.ScatterSearch/3.3/TravelingSalesman/TravelingSalesmanPathRelinker.cs @ 7756

Last change on this file since 7756 was 7756, checked in by jkarder, 12 years ago

#1331:

  • added path relinking and problem specific operators (KnapsackPathRelinker, TravelingSalesmanPathRelinker) for it
  • adjusted event handling
  • minor code improvements
File size: 3.4 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2012 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 System;
23using System.Collections.Generic;
24using System.Linq;
25using HeuristicLab.Common;
26using HeuristicLab.Core;
27using HeuristicLab.Data;
28using HeuristicLab.Encodings.PermutationEncoding;
29using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
30
31namespace HeuristicLab.Algorithms.ScatterSearch.TravelingSalesman {
32  /// <summary>
33  /// An operator that relinks paths between traveling salesman solutions.
34  /// </summary>
35  [Item("TravelingSalesmanPathRelinker", "An operator that relinks paths between traveling salesman solutions.")]
36  [StorableClass]
37  public sealed class TravelingSalesmanPathRelinker : PathRelinker {
38    [StorableConstructor]
39    private TravelingSalesmanPathRelinker(bool deserializing) : base(deserializing) { }
40    private TravelingSalesmanPathRelinker(TravelingSalesmanPathRelinker original, Cloner cloner) : base(original, cloner) { }
41    public TravelingSalesmanPathRelinker()
42      : base() {
43      ParentsParameter.ActualName = "TSPTour";
44    }
45
46    public override IDeepCloneable Clone(Cloner cloner) {
47      return new TravelingSalesmanPathRelinker(this, cloner);
48    }
49
50    public static ItemArray<IItem> Apply(IItem initiator, IItem guide, PercentValue n) {
51      var v1 = initiator.Clone() as Permutation;
52      var v2 = guide as Permutation;
53
54      if (v1.Length != v2.Length)
55        throw new ArgumentException("TravelingSalesmanPathRelinker: The solutions are of different length.");
56      if (n.Value == 0.0)
57        throw new ArgumentException("TravelingSalesmanPathRelinker: RelinkingAccuracy is 0.");
58
59      var solutions = new List<Permutation>();
60      for (int i = 0; i < v1.Length; i++) {
61        if (v1[i] != v2[i]) {
62          var target = v1.Select((x, index) => new { Value = x, ValueIndex = index }).First(x => x.Value == v2[i]);
63          // XOR swap
64          v1[i] ^= v1[target.ValueIndex];
65          v1[target.ValueIndex] ^= v1[i];
66          v1[i] ^= v1[target.ValueIndex];
67          solutions.Add((Permutation)v1.Clone());
68        }
69      }
70
71      var stepSize = 1 / n.Value;
72      var selection = new List<IItem>();
73      for (int i = 0; i < solutions.Count; i = (int)Math.Round(i + stepSize)) {
74        selection.Add(solutions.ElementAt(i));
75      }
76
77      return new ItemArray<IItem>(selection);
78    }
79
80    protected override ItemArray<IItem> Relink(ItemArray<IItem> parents, PercentValue n) {
81      if (parents.Length != 2) throw new ArgumentException("TravelingSalesmanPathRelinker: The number of parents is not equal to 2.");
82      return Apply(parents[0], parents[1], n);
83    }
84  }
85}
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