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source: branches/LearningClassifierSystems/HeuristicLab.Algorithms.LearningClassifierSystems/3.3/ActionSelection/ActionSelector.cs @ 8941

Last change on this file since 8941 was 8941, checked in by sforsten, 11 years ago

#1980:
A general implementation of most main components of LCS is done with an own encoding.
At the moment you can just watch the LCS generating a number of solutions and selecting the match and action set in the debug engine.

File size: 2.8 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.Encodings.CombinedIntegerVectorEncoding;
26using HeuristicLab.Operators;
27using HeuristicLab.Parameters;
28using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
29
30namespace HeuristicLab.Algorithms.LearningClassifierSystems {
31  [Item("ActionSelector", "A base class for action selection operators.")]
32  [StorableClass]
33  public abstract class ActionSelector : SingleSuccessorOperator {
34
35    protected ScopeParameter CurrentScopeParameter {
36      get { return (ScopeParameter)Parameters["CurrentScope"]; }
37    }
38    public ILookupParameter<ItemArray<IMatching>> MatchParameter {
39      get { return (ILookupParameter<ItemArray<IMatching>>)Parameters["MatchParameter"]; }
40    }
41    public IValueLookupParameter<IMatching> SelectedActionParameter {
42      get { return (IValueLookupParameter<IMatching>)Parameters["SelectedAction"]; }
43    }
44
45    public IScope CurrentScope {
46      get { return CurrentScopeParameter.ActualValue; }
47    }
48
49    [StorableConstructor]
50    protected ActionSelector(bool deserializing) : base(deserializing) { }
51    protected ActionSelector(ActionSelector original, Cloner cloner) : base(original, cloner) { }
52
53    protected ActionSelector()
54      : base() {
55      Parameters.Add(new ScopeParameter("CurrentScope", "The current scope from which sub-scopes should be selected."));
56      Parameters.Add(new ScopeTreeLookupParameter<IMatching>("MatchParameter", "The matching encoding contained in each sub-scope which is used for selection."));
57      Parameters.Add(new ValueLookupParameter<IMatching>("SelectedAction", "Action, which has been selected."));
58    }
59
60    public sealed override IOperation Apply() {
61      List<IScope> scopes = new List<IScope>(CurrentScope.SubScopes);
62      SelectedActionParameter.ActualValue = SelectAction(scopes);
63      return base.Apply();
64    }
65
66    protected abstract IMatching SelectAction(List<IScope> scopes);
67  }
68}
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