[467] | 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 System;
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| 23 | using System.Collections.Generic;
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| 24 | using System.Text;
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| 25 | using System.Xml;
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| 26 | using HeuristicLab.Core;
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| 27 | using HeuristicLab.Data;
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| 28 | using HeuristicLab.Operators;
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| 29 | using HeuristicLab.DataAnalysis;
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| 30 | using HeuristicLab.Constraints;
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| 31 |
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| 32 | namespace HeuristicLab.StructureIdentification {
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| 33 | public class FunctionLibraryInjector : OperatorBase {
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| 34 | private const string TARGETVARIABLE = "TargetVariable";
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| 35 | private const string ALLOWEDFEATURES = "AllowedFeatures";
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| 36 | private const string MINTIMEOFFSET = "MinTimeOffset";
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| 37 | private const string MAXTIMEOFFSET = "MaxTimeOffset";
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| 38 | private const string OPERATORLIBRARY = "OperatorLibrary";
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| 39 |
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| 40 | private HeuristicLab.Functions.Variable variable;
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| 41 | private HeuristicLab.Functions.Differential differential;
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| 42 | private GPOperatorLibrary operatorLibrary;
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| 43 |
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| 44 | public override string Description {
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| 45 | get { return @"Injects a default function library."; }
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| 46 | }
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| 47 |
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| 48 | public FunctionLibraryInjector()
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| 49 | : base() {
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| 50 | AddVariableInfo(new VariableInfo(TARGETVARIABLE, "Target variable", typeof(IntData), VariableKind.In));
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| 51 | AddVariableInfo(new VariableInfo(ALLOWEDFEATURES, "List of indexes of allowed features", typeof(ItemList<IntData>), VariableKind.In));
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| 52 | GetVariableInfo(ALLOWEDFEATURES).Local = true;
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| 53 | AddVariable(new Variable(ALLOWEDFEATURES, new ItemList<IntData>()));
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| 54 |
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| 55 | AddVariableInfo(new VariableInfo(MINTIMEOFFSET, "Minimal time offset for all features", typeof(IntData), VariableKind.In));
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| 56 | GetVariableInfo(MINTIMEOFFSET).Local = true;
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| 57 | AddVariable(new Variable(MINTIMEOFFSET, new IntData()));
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| 58 |
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| 59 | AddVariableInfo(new VariableInfo(MAXTIMEOFFSET, "Maximal time offset for all feature", typeof(IntData), VariableKind.In));
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| 60 | GetVariableInfo(MAXTIMEOFFSET).Local = true;
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| 61 | AddVariable(new Variable(MAXTIMEOFFSET, new IntData()));
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| 62 |
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| 63 | AddVariableInfo(new VariableInfo("OperatorLibrary", "Preconfigured default operator library", typeof(GPOperatorLibrary), VariableKind.New));
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| 64 | }
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| 65 |
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| 66 | public override IOperation Apply(IScope scope) {
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| 67 | IntData minTimeOffset = GetVariableValue<IntData>(MINTIMEOFFSET, scope, true);
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| 68 | IntData maxTimeOffset = GetVariableValue<IntData>(MAXTIMEOFFSET, scope, true);
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| 69 | ItemList<IntData> allowedFeatures = GetVariableValue<ItemList<IntData>>(ALLOWEDFEATURES, scope, true);
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| 70 |
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| 71 | InitDefaultOperatorLibrary();
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| 72 |
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| 73 | int[] allowedIndexes = new int[allowedFeatures.Count];
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| 74 | for(int i = 0; i < allowedIndexes.Length; i++) {
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| 75 | allowedIndexes[i] = allowedFeatures[i].Data;
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| 76 | i++;
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| 77 | }
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| 78 |
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| 79 | variable.SetConstraints(allowedIndexes, minTimeOffset.Data, maxTimeOffset.Data);
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| 80 | differential.SetConstraints(allowedIndexes, minTimeOffset.Data, maxTimeOffset.Data);
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| 81 |
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| 82 | scope.AddVariable(new Variable(scope.TranslateName(OPERATORLIBRARY), operatorLibrary));
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| 83 |
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| 84 | return null;
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| 85 | }
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| 86 |
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| 87 | private void InitDefaultOperatorLibrary() {
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| 88 | variable = new HeuristicLab.Functions.Variable();
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| 89 | differential = new HeuristicLab.Functions.Differential();
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| 90 | HeuristicLab.Functions.Constant constant = new HeuristicLab.Functions.Constant();
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| 91 |
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| 92 | HeuristicLab.Functions.Addition addition = new HeuristicLab.Functions.Addition();
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| 93 | HeuristicLab.Functions.And and = new HeuristicLab.Functions.And();
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| 94 | HeuristicLab.Functions.Average average = new HeuristicLab.Functions.Average();
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| 95 | HeuristicLab.Functions.Cosinus cosinus = new HeuristicLab.Functions.Cosinus();
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| 96 | HeuristicLab.Functions.Division division = new HeuristicLab.Functions.Division();
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| 97 | HeuristicLab.Functions.Equal equal = new HeuristicLab.Functions.Equal();
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| 98 | HeuristicLab.Functions.Exponential exponential = new HeuristicLab.Functions.Exponential();
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| 99 | HeuristicLab.Functions.GreaterThan greaterThan = new HeuristicLab.Functions.GreaterThan();
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| 100 | HeuristicLab.Functions.IfThenElse ifThenElse = new HeuristicLab.Functions.IfThenElse();
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| 101 | HeuristicLab.Functions.LessThan lessThan = new HeuristicLab.Functions.LessThan();
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| 102 | HeuristicLab.Functions.Logarithm logarithm = new HeuristicLab.Functions.Logarithm();
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| 103 | HeuristicLab.Functions.Multiplication multiplication = new HeuristicLab.Functions.Multiplication();
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| 104 | HeuristicLab.Functions.Not not = new HeuristicLab.Functions.Not();
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| 105 | HeuristicLab.Functions.Or or = new HeuristicLab.Functions.Or();
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| 106 | HeuristicLab.Functions.Power power = new HeuristicLab.Functions.Power();
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| 107 | HeuristicLab.Functions.Signum signum = new HeuristicLab.Functions.Signum();
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| 108 | HeuristicLab.Functions.Sinus sinus = new HeuristicLab.Functions.Sinus();
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| 109 | HeuristicLab.Functions.Sqrt sqrt = new HeuristicLab.Functions.Sqrt();
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| 110 | HeuristicLab.Functions.Subtraction subtraction = new HeuristicLab.Functions.Subtraction();
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| 111 | HeuristicLab.Functions.Tangens tangens = new HeuristicLab.Functions.Tangens();
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| 112 | HeuristicLab.Functions.Xor xor = new HeuristicLab.Functions.Xor();
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| 113 |
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| 114 | HeuristicLab.Functions.IFunction[] booleanFunctions = new HeuristicLab.Functions.IFunction[] {
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| 115 | and,
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| 116 | equal,
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| 117 | greaterThan,
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| 118 | lessThan,
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| 119 | not,
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| 120 | or,
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| 121 | xor };
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| 122 | HeuristicLab.Functions.IFunction[] doubleFunctions = new HeuristicLab.Functions.IFunction[] {
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| 123 | variable,
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| 124 | differential,
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| 125 | constant,
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| 126 | addition,
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| 127 | average,
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| 128 | cosinus,
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| 129 | division,
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| 130 | exponential,
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| 131 | ifThenElse,
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| 132 | logarithm,
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| 133 | multiplication,
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| 134 | power,
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| 135 | signum,
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| 136 | sinus,
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| 137 | sqrt,
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| 138 | subtraction,
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| 139 | tangens};
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| 140 |
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| 141 | SetAllowedSubOperators(and, booleanFunctions);
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| 142 | SetAllowedSubOperators(equal, doubleFunctions);
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| 143 | SetAllowedSubOperators(greaterThan, doubleFunctions);
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| 144 | SetAllowedSubOperators(lessThan, doubleFunctions);
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| 145 | SetAllowedSubOperators(not, booleanFunctions);
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| 146 | SetAllowedSubOperators(or, booleanFunctions);
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| 147 | SetAllowedSubOperators(xor, booleanFunctions);
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| 148 | SetAllowedSubOperators(addition, doubleFunctions);
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| 149 | SetAllowedSubOperators(average, doubleFunctions);
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| 150 | SetAllowedSubOperators(cosinus, doubleFunctions);
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| 151 | SetAllowedSubOperators(division, doubleFunctions);
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| 152 | SetAllowedSubOperators(exponential, doubleFunctions);
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| 153 | SetAllowedSubOperators(ifThenElse, 0, booleanFunctions);
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| 154 | SetAllowedSubOperators(ifThenElse, 1, doubleFunctions);
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| 155 | SetAllowedSubOperators(ifThenElse, 2, doubleFunctions);
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| 156 | SetAllowedSubOperators(logarithm, doubleFunctions);
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| 157 | SetAllowedSubOperators(multiplication, doubleFunctions);
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| 158 | SetAllowedSubOperators(power, doubleFunctions);
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| 159 | SetAllowedSubOperators(signum, doubleFunctions);
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| 160 | SetAllowedSubOperators(sinus, doubleFunctions);
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| 161 | SetAllowedSubOperators(sqrt, doubleFunctions);
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| 162 | SetAllowedSubOperators(subtraction, doubleFunctions);
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| 163 | SetAllowedSubOperators(tangens, doubleFunctions);
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| 164 |
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| 165 | operatorLibrary = new GPOperatorLibrary();
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| 166 | operatorLibrary.GPOperatorGroup.AddOperator(variable);
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| 167 | operatorLibrary.GPOperatorGroup.AddOperator(differential);
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| 168 | operatorLibrary.GPOperatorGroup.AddOperator(constant);
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| 169 | operatorLibrary.GPOperatorGroup.AddOperator(addition);
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| 170 | operatorLibrary.GPOperatorGroup.AddOperator(average);
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| 171 | operatorLibrary.GPOperatorGroup.AddOperator(and);
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| 172 | operatorLibrary.GPOperatorGroup.AddOperator(cosinus);
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| 173 | operatorLibrary.GPOperatorGroup.AddOperator(division);
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| 174 | operatorLibrary.GPOperatorGroup.AddOperator(equal);
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| 175 | operatorLibrary.GPOperatorGroup.AddOperator(exponential);
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| 176 | operatorLibrary.GPOperatorGroup.AddOperator(greaterThan);
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| 177 | operatorLibrary.GPOperatorGroup.AddOperator(ifThenElse);
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| 178 | operatorLibrary.GPOperatorGroup.AddOperator(lessThan);
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| 179 | operatorLibrary.GPOperatorGroup.AddOperator(logarithm);
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| 180 | operatorLibrary.GPOperatorGroup.AddOperator(multiplication);
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| 181 | operatorLibrary.GPOperatorGroup.AddOperator(not);
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| 182 | operatorLibrary.GPOperatorGroup.AddOperator(power);
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| 183 | operatorLibrary.GPOperatorGroup.AddOperator(or);
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| 184 | operatorLibrary.GPOperatorGroup.AddOperator(signum);
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| 185 | operatorLibrary.GPOperatorGroup.AddOperator(sinus);
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| 186 | operatorLibrary.GPOperatorGroup.AddOperator(sqrt);
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| 187 | operatorLibrary.GPOperatorGroup.AddOperator(subtraction);
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| 188 | operatorLibrary.GPOperatorGroup.AddOperator(tangens);
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| 189 | operatorLibrary.GPOperatorGroup.AddOperator(xor);
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| 190 | }
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| 191 |
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| 192 | private void SetAllowedSubOperators(HeuristicLab.Functions.IFunction f, HeuristicLab.Functions.IFunction[] gs) {
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| 193 | foreach(IConstraint c in f.Constraints) {
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| 194 | if(c is SubOperatorTypeConstraint) {
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| 195 | SubOperatorTypeConstraint typeConstraint = c as SubOperatorTypeConstraint;
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| 196 | typeConstraint.Clear();
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| 197 | foreach(HeuristicLab.Functions.IFunction g in gs) {
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| 198 | typeConstraint.AddOperator(g);
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| 199 | }
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| 200 | } else if(c is AllSubOperatorsTypeConstraint) {
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| 201 | AllSubOperatorsTypeConstraint typeConstraint = c as AllSubOperatorsTypeConstraint;
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| 202 | typeConstraint.Clear();
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| 203 | foreach(HeuristicLab.Functions.IFunction g in gs) {
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| 204 | typeConstraint.AddOperator(g);
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| 205 | }
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| 206 | }
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| 207 | }
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| 208 | }
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| 209 |
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| 210 | private void SetAllowedSubOperators(HeuristicLab.Functions.IFunction f, int p, HeuristicLab.Functions.IFunction[] gs) {
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| 211 | foreach(IConstraint c in f.Constraints) {
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| 212 | if(c is SubOperatorTypeConstraint) {
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| 213 | SubOperatorTypeConstraint typeConstraint = c as SubOperatorTypeConstraint;
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| 214 | if(typeConstraint.SubOperatorIndex.Data == p) {
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| 215 | typeConstraint.Clear();
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| 216 | foreach(HeuristicLab.Functions.IFunction g in gs) {
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| 217 | typeConstraint.AddOperator(g);
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| 218 | }
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| 219 | }
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| 220 | }
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| 221 | }
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| 222 | }
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| 223 | }
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| 224 | }
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