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source: branches/GP-MoveOperators/HeuristicLab.Encodings.SymbolicExpressionTreeEncoding/3.4/Moves/ChangeNodeTypeMoveMaker.cs @ 7802

Last change on this file since 7802 was 7802, checked in by gkronber, 12 years ago

#1847 added initial implementation of move operators for symbolic expression tree encoding

File size: 3.9 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.Data;
26using HeuristicLab.Operators;
27using HeuristicLab.Optimization;
28using HeuristicLab.Parameters;
29using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
30
31namespace HeuristicLab.Encodings.SymbolicExpressionTreeEncoding {
32  [Item("ChangeNodeTypeMoveMaker", "Peforms a change node type move on a given symbolic expression tree and updates the quality.")]
33  [StorableClass]
34  public class ChangeNodeTypeMoveMaker : SingleSuccessorOperator, ISymbolicExpressionTreeMoveOperator, IMoveMaker {
35    public override bool CanChangeName {
36      get { return false; }
37    }
38    public ILookupParameter<DoubleValue> QualityParameter {
39      get { return (ILookupParameter<DoubleValue>)Parameters["Quality"]; }
40    }
41    public ILookupParameter<DoubleValue> MoveQualityParameter {
42      get { return (ILookupParameter<DoubleValue>)Parameters["MoveQuality"]; }
43    }
44    public ILookupParameter<ChangeNodeTypeMove> ChangeNodeTypeMoveParameter {
45      get { return (ILookupParameter<ChangeNodeTypeMove>)Parameters["ChangeNodeTypeMove"]; }
46    }
47    public ILookupParameter<SymbolicExpressionTree> SymbolicExpressionTreeParameter {
48      get { return (ILookupParameter<SymbolicExpressionTree>)Parameters["SymbolicExpressionTree"]; }
49    }
50
51    [StorableConstructor]
52    protected ChangeNodeTypeMoveMaker(bool deserializing) : base(deserializing) { }
53    protected ChangeNodeTypeMoveMaker(ChangeNodeTypeMoveMaker original, Cloner cloner) : base(original, cloner) { }
54    public ChangeNodeTypeMoveMaker()
55      : base() {
56      Parameters.Add(new LookupParameter<DoubleValue>("Quality", "The quality of the solution."));
57      Parameters.Add(new LookupParameter<ChangeNodeTypeMove>("ChangeNodeTypeMove", "The move to evaluate."));
58      Parameters.Add(new LookupParameter<DoubleValue>("MoveQuality", "The relative quality of the move."));
59      Parameters.Add(new LookupParameter<SymbolicExpressionTree>("SymbolicExpressionTree", "The symbolic expression tree on which the move should be applied."));
60    }
61
62    public override IDeepCloneable Clone(Cloner cloner) {
63      return new ChangeNodeTypeMoveMaker(this, cloner);
64    }
65
66    public override IOperation Apply() {
67      ChangeNodeTypeMove move = ChangeNodeTypeMoveParameter.ActualValue;
68      SymbolicExpressionTree tree = SymbolicExpressionTreeParameter.ActualValue;
69      DoubleValue moveQuality = MoveQualityParameter.ActualValue;
70      DoubleValue quality = QualityParameter.ActualValue;
71
72      var newNode = move.NewChild;
73      var oldNode = move.Parent.GetSubtree(move.SubtreeIndex);
74      var children = new List<ISymbolicExpressionTreeNode>(oldNode.Subtrees);
75      while (oldNode.SubtreeCount > 0) oldNode.RemoveSubtree(0);
76      foreach (var child in children) {
77        newNode.AddSubtree(child);
78      }
79      move.Parent.RemoveSubtree(move.SubtreeIndex);
80      move.Parent.InsertSubtree(move.SubtreeIndex, newNode);
81
82      quality.Value = moveQuality.Value;
83
84      return base.Apply();
85    }
86  }
87}
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