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source: branches/GP-MoveOperators/HeuristicLab.Encodings.SymbolicExpressionTreeEncoding/3.4/Moves/ReplaceBranchMoveTabuMaker.cs @ 7832

Last change on this file since 7832 was 7832, checked in by gkronber, 12 years ago

#1847 added operator for replacing branches with semantically similar branches

File size: 3.2 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.Collections.Generic;
23using HeuristicLab.Common;
24using HeuristicLab.Core;
25using HeuristicLab.Optimization.Operators;
26using HeuristicLab.Parameters;
27using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
28
29namespace HeuristicLab.Encodings.SymbolicExpressionTreeEncoding {
30  [Item("ReplaceBranchMoveTabuMaker", "")]
31  [StorableClass]
32  public class ReplaceBranchMoveTabuMaker : TabuMaker, ISymbolicExpressionTreeMoveOperator {
33    public ILookupParameter<ISymbolicExpressionTree> SymbolicExpressionTreeParameter {
34      get { return (ILookupParameter<ISymbolicExpressionTree>)Parameters["SymbolicExpressionTree"]; }
35    }
36    public ILookupParameter<ReplaceBranchMove> ReplaceBranchMoveParameter {
37      get { return (LookupParameter<ReplaceBranchMove>)Parameters["ReplaceBranchMove"]; }
38    }
39
40    [StorableConstructor]
41    protected ReplaceBranchMoveTabuMaker(bool deserializing) : base(deserializing) { }
42    protected ReplaceBranchMoveTabuMaker(ReplaceBranchMoveTabuMaker original, Cloner cloner) : base(original, cloner) { }
43    public ReplaceBranchMoveTabuMaker()
44      : base() {
45      Parameters.Add(new LookupParameter<ReplaceBranchMove>("ReplaceBranchMove", "The move that was made."));
46      Parameters.Add(new LookupParameter<ISymbolicExpressionTree>("SymbolicExpressionTree", "The solution as symbolic expression tree."));
47    }
48
49    public override IDeepCloneable Clone(Cloner cloner) {
50      return new ReplaceBranchMoveTabuMaker(this, cloner);
51    }
52
53    protected override IItem GetTabuAttribute(bool maximization, double quality, double moveQuality) {
54      var move = ReplaceBranchMoveParameter.ActualValue;
55      var tree = SymbolicExpressionTreeParameter.ActualValue;
56      double baseQuality = moveQuality;
57      if (maximization && quality > moveQuality || !maximization && quality < moveQuality) baseQuality = quality; // we make an uphill move, the lower bound is the solution quality
58
59      List<int> path = new List<int>();
60      path.Add(move.SubtreeIndex);
61      var parent = move.Parent.Parent;
62      var child = move.Parent;
63      while (parent != null) {
64        path.Add(parent.IndexOfSubtree(child));
65        child = parent;
66        parent = parent.Parent;
67      }
68      path.Reverse();
69      return new ChangeNodeTypeMoveAbsoluteAttribute(path.ToArray(), baseQuality);
70    }
71  }
72}
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