#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;
using System.Collections.Generic;
using System.Text;
using System.Xml;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.DataAnalysis;
using HeuristicLab.Constraints;
namespace HeuristicLab.GP.Boolean {
public class FunctionLibraryInjector : OperatorBase {
private const string TARGETVARIABLE = "TargetVariable";
private const string ALLOWEDFEATURES = "AllowedFeatures";
private const string OPERATORLIBRARY = "FunctionLibrary";
private GPOperatorLibrary operatorLibrary;
private Variable variable;
public override string Description {
get { return @"Injects a function library for boolean logic."; }
}
public FunctionLibraryInjector()
: base() {
AddVariableInfo(new VariableInfo(TARGETVARIABLE, "The target variable", typeof(IntData), VariableKind.In));
AddVariableInfo(new VariableInfo(ALLOWEDFEATURES, "List of indexes of allowed features", typeof(ItemList), VariableKind.In));
AddVariableInfo(new VariableInfo(OPERATORLIBRARY, "Preconfigured default operator library", typeof(GPOperatorLibrary), VariableKind.New));
}
public override IOperation Apply(IScope scope) {
ItemList allowedFeatures = GetVariableValue>(ALLOWEDFEATURES, scope, true);
int targetVariable = GetVariableValue(TARGETVARIABLE, scope, true).Data;
// remove the target-variable in case it occures in allowed features
List ts = allowedFeatures.FindAll(d => d.Data == targetVariable);
foreach (IntData t in ts) allowedFeatures.Remove(t);
InitDefaultOperatorLibrary();
int[] allowedIndexes = new int[allowedFeatures.Count];
for (int i = 0; i < allowedIndexes.Length; i++) {
allowedIndexes[i] = allowedFeatures[i].Data;
}
variable.SetConstraints(allowedIndexes);
scope.AddVariable(new HeuristicLab.Core.Variable(scope.TranslateName(OPERATORLIBRARY), operatorLibrary));
return null;
}
private void InitDefaultOperatorLibrary() {
And and = new And();
Or or = new Or();
//Not not = new Not();
Nand nand = new Nand();
Nor nor = new Nor();
//Xor xor = new Xor();
variable = new HeuristicLab.GP.Boolean.Variable();
IFunction[] allFunctions = new IFunction[] {
and,
or,
//not,
nand,
nor,
//xor,
variable
};
SetAllowedSubOperators(and, allFunctions);
SetAllowedSubOperators(or, allFunctions);
//SetAllowedSubOperators(not, allFunctions);
SetAllowedSubOperators(nand, allFunctions);
SetAllowedSubOperators(nor, allFunctions);
//SetAllowedSubOperators(xor, allFunctions);
operatorLibrary = new GPOperatorLibrary();
operatorLibrary.GPOperatorGroup.AddOperator(and);
operatorLibrary.GPOperatorGroup.AddOperator(or);
//operatorLibrary.GPOperatorGroup.AddOperator(not);
operatorLibrary.GPOperatorGroup.AddOperator(nand);
operatorLibrary.GPOperatorGroup.AddOperator(nor);
//operatorLibrary.GPOperatorGroup.AddOperator(xor);
operatorLibrary.GPOperatorGroup.AddOperator(variable);
}
private void SetAllowedSubOperators(IFunction f, IFunction[] gs) {
foreach (IConstraint c in f.Constraints) {
if (c is SubOperatorTypeConstraint) {
SubOperatorTypeConstraint typeConstraint = c as SubOperatorTypeConstraint;
typeConstraint.Clear();
foreach (IFunction g in gs) {
typeConstraint.AddOperator(g);
}
} else if (c is AllSubOperatorsTypeConstraint) {
AllSubOperatorsTypeConstraint typeConstraint = c as AllSubOperatorsTypeConstraint;
typeConstraint.Clear();
foreach (IFunction g in gs) {
typeConstraint.AddOperator(g);
}
}
}
}
}
}