#region License Information
/* HeuristicLab
* Copyright (C) 2002-2015 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.Linq;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Operators;
using HeuristicLab.Parameters;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
namespace HeuristicLab.Algorithms.ALPS {
[Item("MatingPoolCreator", "An operator which creating mating pools based on a set of sub-populations. For each sub-population, the individuals from the previous sub-population are copied into the current sub-population.")]
[StorableClass]
public sealed class MatingPoolCreator : SingleSuccessorOperator {
public ILookupParameter MatingPoolRangeParameter {
get { return (ILookupParameter)Parameters["MatingPoolRange"]; }
}
public ILookupParameter MatingPoolSelectionPercentageParameter {
get { return (ILookupParameter)Parameters["MatingPoolSelectionPercentage"]; }
}
[StorableConstructor]
private MatingPoolCreator(bool deserializing)
: base(deserializing) { }
private MatingPoolCreator(MatingPoolCreator original, Cloner cloner)
: base(original, cloner) { }
public override IDeepCloneable Clone(Cloner cloner) {
return new MatingPoolCreator(this, cloner);
}
public MatingPoolCreator()
: base() {
Parameters.Add(new LookupParameter("MatingPoolRange"));
Parameters.Add(new LookupParameter("MatingPoolSelectionPercentage"));
}
public override IOperation Apply() {
var layers = ExecutionContext.Scope.SubScopes;
int range = MatingPoolRangeParameter.ActualValue.Value;
double percentage = MatingPoolSelectionPercentageParameter.ActualValue.Value;
for (int layer = layers.Count - 1; layer > 0; layer--) {
var layerScope = layers[layer];
for (int n = 1; (n <= range) && (layer - n >= 0); n++) {
var prevLayerScope = layers[layer - n];
var individuals = prevLayerScope.SubScopes;
foreach (var individual in individuals.Take((int)(individuals.Count * percentage))) {
layerScope.SubScopes.Add((IScope)individual.Clone(new Cloner()));
}
}
}
return base.Apply();
}
}
}