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source: branches/HeuristicLab.EvolutionTracking/HeuristicLab.EvolutionTracking/3.4/Operators/BeforeCrossoverOperator.cs @ 10347

Last change on this file since 10347 was 10347, checked in by bburlacu, 10 years ago

#1772: Small changes to the GenealogyGraph. Added generic Fragment class and interface. Added the SymbolicDataAnalysisPopulationDiversityAnalyzer. Added specialized tracking operators for symbolic data analysis. Merged trunk changes.

File size: 3.4 KB
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1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2014 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.Parameters;
28using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
29
30namespace HeuristicLab.EvolutionTracking {
31  [StorableClass]
32  [Item("AfterCrossoverOperator", "A generic operator that can record genealogical relationships between crossover parents and children.")]
33  public class BeforeCrossoverOperator<T> : EvolutionTrackingOperator, ICrossoverOperator<T> where T : class,IItem {
34    private const string defaultParentsParameterName = "Parents";
35    private const string defaultChildParameterName = "Child";
36
37    public IScopeTreeLookupParameter<T> ParentsParameter { get; set; }
38    public ILookupParameter<T> ChildParameter { get; set; }
39
40    protected BeforeCrossoverOperator(BeforeCrossoverOperator<T> original, Cloner cloner)
41      : base(original, cloner) {
42    }
43    public override IDeepCloneable Clone(Cloner cloner) {
44      return new BeforeCrossoverOperator<T>(this, cloner);
45    }
46
47    public BeforeCrossoverOperator() {
48      ParentsParameter = new ScopeTreeLookupParameter<T>(defaultParentsParameterName);
49      ChildParameter = new LookupParameter<T>(defaultChildParameterName);
50      Parameters.Add(ParentsParameter);
51      Parameters.Add(ChildParameter);
52    }
53
54    protected List<IGenealogyGraphNode<T>> CurrentGeneration {
55      get {
56        if (GenealogyGraph.Ranks.ContainsKey(Generations.Value))
57          return GenealogyGraph.Ranks[Generations.Value].Cast<IGenealogyGraphNode<T>>().ToList();
58        return null;
59      }
60    }
61
62    public override IOperation Apply() {
63      if (CurrentGeneration == null) throw new Exception();
64      // we get the parents by parsing the scope name because the individuals in the execution scope are clones of the ones saved in the graph
65      var parentVertices = ExecutionContext.Scope.SubScopes.Select(s => CurrentGeneration[int.Parse(s.Name)]).ToList();
66
67      var parents = ParentsParameter.ActualValue.ToList();
68
69      var childVertex = new GenealogyGraphNode<T> {
70        // the child parameter does not have a value yet (it will be assigned after crossover), but the first parent is actually the future child so we use this
71        Content = parents[0],
72        Rank = parentVertices[0].Rank + 1
73      };
74      GenealogyGraph.AddVertex(childVertex);
75      foreach (var v in parentVertices) {
76        childVertex.AddReverseArc(v);
77        v.AddForwardArc(childVertex);
78      }
79
80      return base.Apply();
81    }
82  }
83}
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