#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(); } } }