#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.Networks {
public class FunctionLibraryInjector : FunctionLibraryInjectorBase {
public override string Description {
get { return @"Injects a function library for network structure identification."; }
}
protected override FunctionLibrary CreateFunctionLibrary() {
return Create();
}
public static FunctionLibrary Create() {
FunctionLibrary functionLibrary = new FunctionLibrary();
#region f0 (...) -> double
Variable variable = new Variable();
Constant constant = new Constant();
Differential differential = new Differential();
Addition addition = new Addition();
Division division = new Division();
Multiplication multiplication = new Multiplication();
Subtraction subtraction = new Subtraction();
List f0Functions =
new List() {
differential, variable, constant, addition, subtraction,
division, multiplication};
#endregion
#region f1: (...) -> (double -> double)
OpenParameter openPar = new OpenParameter();
OpenExp openExp = new OpenExp();
OpenLog openLog = new OpenLog();
//OpenSqrt openSqrt = new OpenSqrt();
//OpenSqr openSqr = new OpenSqr();
Flip flip = new Flip();
AdditionF1 addF1 = new AdditionF1();
SubtractionF1 subF1 = new SubtractionF1();
MultiplicationF1 mulF1 = new MultiplicationF1();
DivisionF1 divF1 = new DivisionF1();
List f1Functions = new List() {
openPar,
openExp, openLog, flip, // openSqrt, openSqr,
addF1, subF1, mulF1, divF1
};
#endregion
#region f2: (...) -> (double, double -> double)
Cycle cycle = new Cycle();
OpenAddition openAdd = new OpenAddition();
OpenSubtraction openSub = new OpenSubtraction();
OpenMultiplication openMul = new OpenMultiplication();
OpenDivision openDivision = new OpenDivision();
List f2Functions = new List() { openAdd, openSub, openMul, openDivision, cycle };
#endregion
SetAllowedSubOperators(addition, f0Functions);
SetAllowedSubOperators(division, f0Functions);
SetAllowedSubOperators(multiplication, f0Functions);
SetAllowedSubOperators(subtraction, f0Functions);
SetAllowedSubOperators(openExp, f1Functions);
SetAllowedSubOperators(openLog, f1Functions);
//SetAllowedSubOperators(openSqrt, f1Functions);
//SetAllowedSubOperators(openSqr, f1Functions);
SetAllowedSubOperators(flip, f1Functions);
SetAllowedSubOperators(addF1, 0, f1Functions);
SetAllowedSubOperators(addF1, 1, f0Functions);
SetAllowedSubOperators(subF1, 0, f1Functions);
SetAllowedSubOperators(subF1, 1, f0Functions);
SetAllowedSubOperators(mulF1, 0, f1Functions);
SetAllowedSubOperators(mulF1, 1, f0Functions);
SetAllowedSubOperators(divF1, 0, f1Functions);
SetAllowedSubOperators(divF1, 1, f0Functions);
SetAllowedSubOperators(cycle, f2Functions);
SetAllowedSubOperators(openAdd, f1Functions);
SetAllowedSubOperators(openDivision, f1Functions);
SetAllowedSubOperators(openMul, f1Functions);
SetAllowedSubOperators(openSub, f1Functions);
f0Functions.ForEach(x => functionLibrary.AddFunction(x));
f1Functions.ForEach(x => functionLibrary.AddFunction(x));
f2Functions.ForEach(x => functionLibrary.AddFunction(x));
openPar.SetConstraints(0, 0);
return functionLibrary;
}
}
}