#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 HeuristicLab.Core;
using HeuristicLab.Operators;
namespace HeuristicLab.Evolutionary {
///
/// Base class for crossing over operators.
///
public abstract class CrossoverBase : OperatorBase {
///
/// Initializes a new instance of with one variable info (Random).
///
public CrossoverBase()
: base() {
AddVariableInfo(new VariableInfo("Random", "Pseudo random number generator", typeof(IRandom), VariableKind.In));
}
///
/// Replaces the parents (the sub scopes of the current ) with created children
/// by crossing over of two adjacent sub scopes.
///
/// Thrown when the size of the mating pool
/// is not even.
/// The current scope whose sub scopes shall be parents.
/// null.
public override IOperation Apply(IScope scope) {
IRandom random = GetVariableValue("Random", scope, true);
if ((scope.SubScopes.Count % 2) != 0)
throw new InvalidOperationException("Size of mating pool is not even");
int children = scope.SubScopes.Count / 2;
for (int i = 0; i < children; i++) {
IScope parent1 = scope.SubScopes[0];
IScope parent2 = scope.SubScopes[1];
IScope child = new Scope(i.ToString());
scope.AddSubScope(child);
Cross(scope, random, parent1, parent2, child);
scope.RemoveSubScope(parent1);
scope.RemoveSubScope(parent2);
}
return null;
}
///
/// Performs a cross over of and
/// to create a new .
///
/// The current scope.
/// A random number generator.
/// The parent scope 1 to cross over.
/// The parent scope 2 to cross over.
/// The resulting child of the cross over.
protected abstract void Cross(IScope scope, IRandom random, IScope parent1, IScope parent2, IScope child);
}
}