#region License Information /* HeuristicLab * Copyright (C) 2002-2008 Heuristic and Evolutionary Algorithms Laboratory (HEAL) * * This file is part of HeuristicLab. * * HeuristicLab is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * HeuristicLab is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with HeuristicLab. If not, see . */ #endregion using System.Collections.Generic; using HeuristicLab.Core; using HeuristicLab.Data; using HeuristicLab.GP.Interfaces; using HeuristicLab.GP; namespace HeuristicLab.GP.StructureIdentification { [SymbolicRegressionFunctionLibraryInjector] public class SimpleFunctionLibraryInjector : FunctionLibraryInjectorBase { public override string Description { get { return @"Injects a simple function library for regression and classification problems."; } } protected override FunctionLibrary CreateFunctionLibrary() { return Create(); } public static FunctionLibrary Create() { FunctionLibrary functionLibrary = new FunctionLibrary(); Variable variable = new Variable(); Constant constant = new Constant(); Differential differential = new Differential(); Addition addition = new Addition(); Cosinus cosinus = new Cosinus(); Division division = new Division(); Exponential exponential = new Exponential(); Logarithm logarithm = new Logarithm(); Multiplication multiplication = new Multiplication(); Power power = new Power(); Sinus sinus = new Sinus(); Sqrt sqrt = new Sqrt(); Subtraction subtraction = new Subtraction(); Tangens tangens = new Tangens(); List valueNodes = new List() { differential, variable, constant }; List arithmeticFunctions = new List() { addition, division, multiplication, subtraction, }; List complexFunctions = new List() { cosinus, exponential, logarithm, power, sinus, sqrt, tangens }; List allFunctions = new List(); allFunctions.AddRange(arithmeticFunctions); allFunctions.AddRange(complexFunctions); allFunctions.AddRange(valueNodes); SetAllowedSubOperators(addition, allFunctions); SetAllowedSubOperators(division, allFunctions); SetAllowedSubOperators(multiplication, allFunctions); SetAllowedSubOperators(subtraction, allFunctions); SetAllowedSubOperators(cosinus, valueNodes); SetAllowedSubOperators(exponential, valueNodes); SetAllowedSubOperators(logarithm, valueNodes); SetAllowedSubOperators(power, valueNodes); SetAllowedSubOperators(sinus, valueNodes); SetAllowedSubOperators(sqrt, valueNodes); SetAllowedSubOperators(tangens, valueNodes); allFunctions.ForEach(x => functionLibrary.AddFunction(x)); return functionLibrary; } } }