1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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4 | *
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5 | * This file is part of HeuristicLab.
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6 | *
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7 | * HeuristicLab is free software: you can redistribute it and/or modify
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8 | * it under the terms of the GNU General Public License as published by
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9 | * the Free Software Foundation, either version 3 of the License, or
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10 | * (at your option) any later version.
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11 | *
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12 | * HeuristicLab is distributed in the hope that it will be useful,
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13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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15 | * GNU General Public License for more details.
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16 | *
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17 | * You should have received a copy of the GNU General Public License
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18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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19 | */
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20 | #endregion
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21 |
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22 | using HeuristicLab.Core;
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23 | using HeuristicLab.Data;
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24 | using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
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25 | using HeuristicLab.Optimization;
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26 |
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27 | namespace HeuristicLab.Problems.DataAnalysis.Symbolic {
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28 | public interface ISymbolicDataAnalysisProblem : IDataAnalysisProblem, IHeuristicOptimizationProblem {
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29 | IValueParameter<ISymbolicDataAnalysisGrammar> SymbolicExpressionTreeGrammarParameter { get; }
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30 | IValueParameter<ISymbolicDataAnalysisExpressionTreeInterpreter> SymbolicExpressionTreeInterpreterParameter { get; }
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31 | IFixedValueParameter<IntValue> MaximumSymbolicExpressionTreeDepthParameter { get; }
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32 | IFixedValueParameter<IntValue> MaximumSymbolicExpressionTreeLengthParameter { get; }
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33 | IFixedValueParameter<IntValue> MaximumFunctionDefinitionsParameter { get; }
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34 | IFixedValueParameter<IntValue> MaximumFunctionArgumentsParameter { get; }
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35 | IFixedValueParameter<PercentValue> RelativeNumberOfEvaluatedSamplesParameter { get; }
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36 | IFixedValueParameter<IntRange> FitnessCalculationPartitionParameter { get; }
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37 | IFixedValueParameter<IntRange> ValidationPartitionParameter { get; }
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38 |
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39 | ISymbolicDataAnalysisGrammar SymbolicExpressionTreeGrammar { get; set; }
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40 | ISymbolicDataAnalysisExpressionTreeInterpreter SymbolicExpressionTreeInterpreter { get; set; }
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41 | IntValue MaximumSymbolicExpressionTreeDepth { get; }
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42 | IntValue MaximumSymbolicExpressionTreeLength { get; }
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43 | IntValue MaximumFunctionDefinitions { get; }
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44 | IntValue MaximumFunctionArguments { get; }
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45 | PercentValue RelativeNumberOfEvaluatedSamples { get; }
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46 | IntRange FitnessCalculationPartition { get; }
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47 | IntRange ValidationPartition { get; }
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48 | }
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49 |
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50 | public interface ISymbolicDataAnalysisSingleObjectiveProblem : ISymbolicDataAnalysisProblem, ISingleObjectiveProblem<SymbolicExpressionTreeEncoding, ISymbolicExpressionTree> { }
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51 | public interface ISymbolicDataAnalysisMultiObjectiveProblem : ISymbolicDataAnalysisProblem, IMultiObjectiveProblem<SymbolicExpressionTreeEncoding, ISymbolicExpressionTree> { }
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52 | }
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