source: trunk/sources/HeuristicLab.GP.StructureIdentification.Networks/3.2/FunctionLibraryInjector.cs @ 3016

#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 <http://www.gnu.org/licenses/>.
 */
#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<IFunction> f0Functions =
        new List<IFunction>() { 
          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<IFunction> f1Functions = new List<IFunction>() { 
        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<IFunction> f2Functions = new List<IFunction>() { 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;
    }
  }
}