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source: branches/LearningClassifierSystems/HeuristicLab.Optimization.Operators.LCS/3.3/GAssist/IGAssistNichesProblemData.cs @ 9392

Last change on this file since 9392 was 9392, checked in by sforsten, 11 years ago

#1980:

  • several small bug fixes
  • added windowing technique ILAS to GAssist
  • GAssist and XCS work now with real-valued features
  • severely improved the performance of XCS
File size: 1.9 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;
23using System.Collections.Generic;
24using HeuristicLab.Core;
25using HeuristicLab.Data;
26using HeuristicLab.Problems.DataAnalysis;
27
28namespace HeuristicLab.Optimization.Operators.LCS {
29  public interface IGAssistNichesProblemData : INamedItem {
30    Dataset Dataset { get; }
31    ICheckedItemList<StringValue> ConditionVariables { get; }
32    StringValue TargetVariable { get; }
33    IEnumerable<string> AllowedConditionVariables { get; }
34    //IEnumerable<string> AllowedTargetVariables { get; }
35
36    IntRange TrainingPartition { get; }
37    IntRange TestPartition { get; }
38
39    IEnumerable<int> TrainingIndices { get; }
40    IEnumerable<int> TestIndices { get; }
41
42    bool IsTrainingSample(int index);
43    bool IsTestSample(int index);
44
45    int Classes { get; }
46
47    IGAssistInput FetchInput(int row);
48    IEnumerable<IGAssistInput> FetchInput(IEnumerable<int> row);
49
50    IEnumerable<IGAssistNiche> FetchAction(IEnumerable<int> rows);
51    IGAssistNiche FetchAction(int rows);
52
53    event EventHandler Changed;
54
55    IEnumerable<IGAssistNiche> GetPossibleNiches();
56  }
57}
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