#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 DefaultFunctionLibraryInjector : FunctionLibraryInjectorBase {
public override string Description {
get { return @"Injects a default function library for regression and classification problems."; }
}
protected override FunctionLibrary CreateFunctionLibrary() {
FunctionLibrary functionLibrary = new FunctionLibrary();
Variable variable = new Variable();
Constant constant = new Constant();
Differential differential = new Differential();
Addition addition = new Addition();
And and = new And();
Average average = new Average();
Cosinus cosinus = new Cosinus();
Division division = new Division();
Equal equal = new Equal();
Exponential exponential = new Exponential();
GreaterThan greaterThan = new GreaterThan();
IfThenElse ifThenElse = new IfThenElse();
LessThan lessThan = new LessThan();
Logarithm logarithm = new Logarithm();
Multiplication multiplication = new Multiplication();
Not not = new Not();
Or or = new Or();
Power power = new Power();
Signum signum = new Signum();
Sinus sinus = new Sinus();
Sqrt sqrt = new Sqrt();
Subtraction subtraction = new Subtraction();
Tangens tangens = new Tangens();
Xor xor = new Xor();
List booleanFunctions = new List() {
and, equal, greaterThan, lessThan, not, or, xor
};
List doubleFunctions = new List() {
differential, variable, constant, addition, average, cosinus, division, exponential,
ifThenElse, logarithm, multiplication, power, signum, sinus, sqrt, subtraction, tangens};
SetAllowedSubOperators(and, booleanFunctions);
SetAllowedSubOperators(equal, doubleFunctions);
SetAllowedSubOperators(greaterThan, doubleFunctions);
SetAllowedSubOperators(lessThan, doubleFunctions);
SetAllowedSubOperators(not, booleanFunctions);
SetAllowedSubOperators(or, booleanFunctions);
SetAllowedSubOperators(xor, booleanFunctions);
SetAllowedSubOperators(addition, doubleFunctions);
SetAllowedSubOperators(average, doubleFunctions);
SetAllowedSubOperators(cosinus, doubleFunctions);
SetAllowedSubOperators(division, doubleFunctions);
SetAllowedSubOperators(exponential, doubleFunctions);
SetAllowedSubOperators(ifThenElse, 0, booleanFunctions);
SetAllowedSubOperators(ifThenElse, 1, doubleFunctions);
SetAllowedSubOperators(ifThenElse, 2, doubleFunctions);
SetAllowedSubOperators(logarithm, doubleFunctions);
SetAllowedSubOperators(multiplication, doubleFunctions);
SetAllowedSubOperators(power, doubleFunctions);
SetAllowedSubOperators(signum, doubleFunctions);
SetAllowedSubOperators(sinus, doubleFunctions);
SetAllowedSubOperators(sqrt, doubleFunctions);
SetAllowedSubOperators(subtraction, doubleFunctions);
SetAllowedSubOperators(tangens, doubleFunctions);
doubleFunctions.ForEach(fun => functionLibrary.AddFunction(fun));
booleanFunctions.ForEach(fun => functionLibrary.AddFunction(fun));
return functionLibrary;
}
}
}