#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 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 creates 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 IValueLookupParameter MatingPoolRangeParameter { get { return (IValueLookupParameter)Parameters["MatingPoolRange"]; } } [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 ValueLookupParameter("MatingPoolRange", "The range of sub-populations used for creating a mating pool. (1 = current + previous sub-population)", new IntValue(1))); } /// /// Copies the subscopes of the n previous scopes into the current scope. (default n = 1) ///
    ///          __ scope __              __ scope __
    ///         /     |     \            /     |     \
    ///       Pop1   Pop2   Pop3  =>   Pop1   Pop2   Pop3
    ///       /|\    /|\    /|\         /|\   /|\    /|\
    ///       ABC    DEF    GHI         ABC   DEF    GHI
    ///                                       ABC    DEF
    /// 
///
/// The next operation. public override IOperation Apply() { var subScopes = ExecutionContext.Scope.SubScopes; int range = MatingPoolRangeParameter.ActualValue.Value; for (int targetIndex = subScopes.Count - 1; targetIndex > 0; targetIndex--) { var targetScope = subScopes[targetIndex]; for (int n = 1; (n <= range) && (targetIndex - n >= 0); n++) { var prevScope = subScopes[targetIndex - n]; var individuals = prevScope.SubScopes; foreach (var individual in individuals) { targetScope.SubScopes.Add((IScope)individual.Clone()); } } } return base.Apply(); } } }