source: branches/HeuristicLab.DataAnalysis.Symbolic.LinearInterpreter/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Interfaces/ISymbolicDataAnalysisProblem.cs @ 9732

Last change on this file since 9732 was 9732, checked in by bburlacu, 6 years ago

#2021: Merged trunk changes for HeuristicLab.Encodings.SymbolicExpressionTreeEncoding and HeuristicLab.Problems.DataAnalysis.Symbolic. Replaced prefix iteration of nodes in the linear interpretation with breadth iteration for simplified logic and extra performance. Reversed unnecessary changes to other projects.

File size: 2.7 KB
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1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2013 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 HeuristicLab.Core;
23using HeuristicLab.Data;
24using HeuristicLab.Optimization;
25
26namespace HeuristicLab.Problems.DataAnalysis.Symbolic {
27  public interface ISymbolicDataAnalysisProblem : IDataAnalysisProblem, IHeuristicOptimizationProblem {
28    IValueParameter<ISymbolicDataAnalysisGrammar> SymbolicExpressionTreeGrammarParameter { get; }
29    IValueParameter<ISymbolicDataAnalysisExpressionTreeInterpreter> SymbolicExpressionTreeInterpreterParameter { get; }
30    IFixedValueParameter<IntValue> MaximumSymbolicExpressionTreeDepthParameter { get; }
31    IFixedValueParameter<IntValue> MaximumSymbolicExpressionTreeLengthParameter { get; }
32    IFixedValueParameter<IntValue> MaximumFunctionDefinitionsParameter { get; }
33    IFixedValueParameter<IntValue> MaximumFunctionArgumentsParameter { get; }
34    IFixedValueParameter<PercentValue> RelativeNumberOfEvaluatedSamplesParameter { get; }
35    IFixedValueParameter<IntRange> FitnessCalculationPartitionParameter { get; }
36    IFixedValueParameter<IntRange> ValidationPartitionParameter { get; }
37
38    ISymbolicDataAnalysisGrammar SymbolicExpressionTreeGrammar { get; set; }
39    ISymbolicDataAnalysisExpressionTreeInterpreter SymbolicExpressionTreeInterpreter { get; set; }
40    IntValue MaximumSymbolicExpressionTreeDepth { get; }
41    IntValue MaximumSymbolicExpressionTreeLength { get; }
42    IntValue MaximumFunctionDefinitions { get; }
43    IntValue MaximumFunctionArguments { get; }
44    PercentValue RelativeNumberOfEvaluatedSamples { get; }
45    IntRange FitnessCalculationPartition { get; }
46    IntRange ValidationPartition { get; }
47  }
48
49  public interface ISymbolicDataAnalysisSingleObjectiveProblem : ISymbolicDataAnalysisProblem, ISingleObjectiveHeuristicOptimizationProblem { }
50  public interface ISymbolicDataAnalysisMultiObjectiveProblem : ISymbolicDataAnalysisProblem, IMultiObjectiveHeuristicOptimizationProblem { }
51}
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