source: branches/LinearLinkage/HeuristicLab.Encodings.LinearLinkageEncoding/3.3/Manipulators/MergeGroupManipulator.cs @ 12396

Last change on this file since 12396 was 12396, checked in by abeham, 7 years ago

#2319: Added SinglePointCrossover

File size: 2.8 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2015 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.Linq;
23using HeuristicLab.Common;
24using HeuristicLab.Core;
25using HeuristicLab.Data;
26using HeuristicLab.Parameters;
27using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
28
29namespace HeuristicLab.Encodings.LinearLinkageEncoding {
30  [Item("Merge Group Manipulator", "Performs a maximum of N merge operations on the groups. An already merged group may be merged again.")]
31  [StorableClass]
32  public sealed class MergeGroupManipulator : LinearLinkageManipulator {
33
34    public IValueLookupParameter<IntValue> NParameter {
35      get { return (IValueLookupParameter<IntValue>)Parameters["N"]; }
36    }
37
38    [StorableConstructor]
39    private MergeGroupManipulator(bool deserializing) : base(deserializing) { }
40    private MergeGroupManipulator(MergeGroupManipulator original, Cloner cloner) : base(original, cloner) { }
41    public MergeGroupManipulator() {
42      Parameters.Add(new ValueLookupParameter<IntValue>("N", "The number of groups to merge.", new IntValue(1)));
43    }
44    public MergeGroupManipulator(int n)
45      : this() {
46      NParameter.Value = new IntValue(n);
47    }
48
49    public override IDeepCloneable Clone(Cloner cloner) {
50      return new MergeGroupManipulator(this, cloner);
51    }
52
53    public static void Apply(IRandom random, LinearLinkage lle, int n) {
54      var grouping = lle.GetGroups().ToList();
55      if (grouping.Count == 1) return; // nothing to merge
56
57      for (var i = 0; i < n; i++) {
58        var g1 = random.Next(grouping.Count);
59        var g2 = random.Next(grouping.Count);
60        while (g1 == g2) g2 = random.Next(grouping.Count);
61        grouping[g1].AddRange(grouping[g2]);
62        grouping.RemoveAt(g2);
63        if (grouping.Count == 1) break;
64      }
65
66      lle.SetGroups(grouping);
67    }
68
69    protected override void Manipulate(IRandom random, LinearLinkage lle) {
70      var N = NParameter.ActualValue.Value;
71      Apply(random, lle, N);
72    }
73  }
74}
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