#region License Information
/* HeuristicLab
* Copyright (C) 2002-2010 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 HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding.Interfaces;
using HeuristicLab.Parameters;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
namespace HeuristicLab.Encodings.SymbolicExpressionTreeEncoding.Crossovers {
///
/// A base class for operators that perform a crossover of symbolic expression trees.
///
[Item("SymbolicExpressionTreeCrossover", "A base class for operators that perform a crossover of symbolic expression trees.")]
[StorableClass]
public abstract class SymbolicExpressionTreeCrossover : SymbolicExpressionTreeOperator, ISymbolicExpressionTreeCrossover {
private const string ParentsParameterName = "Parents";
private const string ChildParameterName = "Child";
private const string FailedCrossoverEventsParameterName = "FailedCrossoverEvents";
public ILookupParameter> ParentsParameter {
get { return (ScopeTreeLookupParameter)Parameters[ParentsParameterName]; }
}
public ILookupParameter ChildParameter {
get { return (ILookupParameter)Parameters[ChildParameterName]; }
}
public IValueParameter FailedCrossoverEventsParameter {
get { return (ValueParameter)Parameters[FailedCrossoverEventsParameterName]; }
}
public IntValue FailedCrossoverEvents {
get { return FailedCrossoverEventsParameter.Value; }
}
protected SymbolicExpressionTreeCrossover()
: base() {
Parameters.Add(new ScopeTreeLookupParameter(ParentsParameterName, "The parent symbolic expression trees which should be crossed."));
Parameters.Add(new LookupParameter(ChildParameterName, "The child symbolic expression tree resulting from the crossover."));
Parameters.Add(new ValueParameter(FailedCrossoverEventsParameterName, "The number of failed crossover events (child is an exact copy of a parent)", new IntValue()));
}
public sealed override IOperation Apply() {
if (ParentsParameter.ActualValue.Length != 2)
throw new ArgumentException("Number of parents must be exactly two for symbolic expression tree crossover operators.");
SymbolicExpressionTree parent0 = ParentsParameter.ActualValue[0];
SymbolicExpressionTree parent1 = ParentsParameter.ActualValue[1];
IRandom random = RandomParameter.ActualValue;
bool success;
SymbolicExpressionTree result = Cross(random, parent0, parent1,
MaxTreeSizeParameter.ActualValue, MaxTreeHeightParameter.ActualValue, out success);
if (!success) FailedCrossoverEvents.Value++;
ChildParameter.ActualValue = result;
return base.Apply();
}
protected abstract SymbolicExpressionTree Cross(IRandom random,
SymbolicExpressionTree parent0, SymbolicExpressionTree parent1,
IntValue maxTreeSize, IntValue maxTreeHeight, out bool success);
}
}