| 1 | #region License Information
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| 2 | /* HeuristicLab
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| 3 | * Copyright (C) 2002-2008 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.DataAnalysis;
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| 24 | using HeuristicLab.GP.Interfaces;
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| 25 | using HeuristicLab.Operators;
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| 26 | using HeuristicLab.Modeling;
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| 27 | using HeuristicLab.Logging;
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| 28 | using HeuristicLab.Data;
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| 29 |
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| 30 | namespace HeuristicLab.GP.StructureIdentification.TimeSeries {
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| 31 | internal static class DefaultTimeSeriesOperators {
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| 32 | internal static IOperator CreateFunctionLibraryInjector() {
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| 33 | CombinedOperator op = new CombinedOperator();
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| 34 | op.Name = "FunctionLibraryInjector";
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| 35 | SequentialProcessor seq = new SequentialProcessor();
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| 36 | FunctionLibraryInjector funLibInjector = new FunctionLibraryInjector();
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| 37 | funLibInjector.GetVariable("Differentials").Value = new BoolData(true);
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| 38 | seq.AddSubOperator(funLibInjector);
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| 39 | seq.AddSubOperator(new HL3TreeEvaluatorInjector());
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| 40 | op.OperatorGraph.AddOperator(seq);
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| 41 | op.OperatorGraph.InitialOperator = seq;
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| 42 | return op;
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| 43 | }
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| 44 |
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| 45 | internal static IOperator CreateProblemInjector() {
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| 46 | CombinedOperator op = new CombinedOperator();
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| 47 | op.Name = "ProblemInjector";
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| 48 | SequentialProcessor seq = new SequentialProcessor();
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| 49 | seq.AddSubOperator(new ProblemInjector());
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| 50 | op.OperatorGraph.AddOperator(seq);
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| 51 | op.OperatorGraph.InitialOperator = seq;
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| 52 | return op;
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| 53 | }
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| 54 |
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| 55 | internal static IOperator CreatePostProcessingOperator() {
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| 56 | SequentialProcessor seq = new SequentialProcessor();
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| 57 | seq.AddSubOperator(DefaultStructureIdentificationAlgorithmOperators.CreatePostProcessingOperator());
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| 58 |
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| 59 | UniformSequentialSubScopesProcessor subScopesProc = new UniformSequentialSubScopesProcessor();
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| 60 | SequentialProcessor individualProc = new SequentialProcessor();
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| 61 | subScopesProc.AddSubOperator(individualProc);
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| 62 | seq.AddSubOperator(subScopesProc);
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| 63 |
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| 64 | SimpleTheilInequalityCoefficientEvaluator trainingTheil = new SimpleTheilInequalityCoefficientEvaluator();
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| 65 | trainingTheil.Name = "TrainingTheilInequalityEvaluator";
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| 66 | trainingTheil.GetVariableInfo("Values").ActualName = "TrainingValues";
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| 67 | trainingTheil.GetVariableInfo("TheilInequalityCoefficient").ActualName = "TrainingTheilInequalityCoefficient";
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| 68 | SimpleTheilInequalityCoefficientEvaluator validationTheil = new SimpleTheilInequalityCoefficientEvaluator();
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| 69 | validationTheil.Name = "ValidationTheilInequalityEvaluator";
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| 70 | validationTheil.GetVariableInfo("Values").ActualName = "ValidationValues";
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| 71 | validationTheil.GetVariableInfo("TheilInequalityCoefficient").ActualName = "ValidationTheilInequalityCoefficient";
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| 72 | SimpleTheilInequalityCoefficientEvaluator testTheil = new SimpleTheilInequalityCoefficientEvaluator();
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| 73 | testTheil.Name = "TestTheilInequalityEvaluator";
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| 74 | testTheil.GetVariableInfo("Values").ActualName = "TestValues";
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| 75 | testTheil.GetVariableInfo("TheilInequalityCoefficient").ActualName = "TestTheilInequalityCoefficient";
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| 76 |
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| 77 | individualProc.AddSubOperator(trainingTheil);
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| 78 | individualProc.AddSubOperator(validationTheil);
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| 79 | individualProc.AddSubOperator(testTheil);
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| 80 | return seq;
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| 81 | }
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| 82 |
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| 83 | internal static void SetModelData(IAnalyzerModel model, IScope scope) {
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| 84 | model.SetResult("TrainingTheilInequalityCoefficient", scope.GetVariableValue<DoubleData>("TrainingTheilInequalityCoefficient", true).Data);
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| 85 | model.SetResult("ValidationTheilInequalityCoefficient", scope.GetVariableValue<DoubleData>("ValidationTheilInequalityCoefficient", true).Data);
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| 86 | model.SetResult("TestTheilInequalityCoefficient", scope.GetVariableValue<DoubleData>("TestTheilInequalityCoefficient", true).Data);
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| 87 | }
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| 88 | }
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| 89 | }
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