#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 HeuristicLab.Common; using HeuristicLab.Core; using HeuristicLab.Data; using HeuristicLab.Operators; using HeuristicLab.Optimization; using HeuristicLab.Parameters; using HeuristicLab.Persistence.Default.CompositeSerializers.Storable; namespace HeuristicLab.Encodings.RealVectorEncoding { /// /// A base class for operators that perform a crossover of real-valued vectors. /// [Item("RealVectorCrossover", "A base class for operators that perform a crossover of real-valued vectors.")] [StorableType("BC045C7B-4CE7-4DFC-9C4A-54D5F8F29097")] public abstract class RealVectorCrossover : InstrumentedOperator, IRealVectorCrossover, IStochasticOperator { public override bool CanChangeName { get { return false; } } public ILookupParameter RandomParameter { get { return (LookupParameter)Parameters["Random"]; } } public ILookupParameter> ParentsParameter { get { return (ScopeTreeLookupParameter)Parameters["Parents"]; } } public ILookupParameter ChildParameter { get { return (ILookupParameter)Parameters["Child"]; } } public IValueLookupParameter BoundsParameter { get { return (IValueLookupParameter)Parameters["Bounds"]; } } protected OptionalValueParameter BoundsCheckerParameter { get { return (OptionalValueParameter)Parameters["BoundsChecker"]; } } public IRealVectorBoundsChecker BoundsChecker { get { return BoundsCheckerParameter.Value; } set { BoundsCheckerParameter.Value = value; } } [StorableConstructor] protected RealVectorCrossover(bool deserializing) : base(deserializing) { } protected RealVectorCrossover(RealVectorCrossover original, Cloner cloner) : base(original, cloner) { RegisterEventHandlers(); } protected RealVectorCrossover() : base() { Parameters.Add(new LookupParameter("Random", "The pseudo random number generator which should be used for stochastic crossover operators.")); Parameters.Add(new ScopeTreeLookupParameter("Parents", "The parent vectors which should be crossed.")); ParentsParameter.ActualName = "RealVector"; Parameters.Add(new LookupParameter("Child", "The child vector resulting from the crossover.")); ChildParameter.ActualName = "RealVector"; Parameters.Add(new ValueLookupParameter("Bounds", "The lower and upper bounds of the real vector.")); Parameters.Add(new OptionalValueParameter("BoundsChecker", "The bounds checker that ensures that the values stay within the bounds.", new BoundsChecker())); RegisterEventHandlers(); ParameterizeBoundsChecker(); } [StorableHook(HookType.AfterDeserialization)] private void AfterDeserialization() { // BackwardsCompatibility3.3 #region Backwards compatible code (remove with 3.4) if (!Parameters.ContainsKey("BoundsChecker")) { Parameters.Add(new OptionalValueParameter("BoundsChecker", "The bounds checker that ensures that the values stay within the bounds.", new BoundsChecker())); ParameterizeBoundsChecker(); } #endregion RegisterEventHandlers(); } protected virtual void RegisterEventHandlers() { BoundsCheckerParameter.ValueChanged += new System.EventHandler(BoundsCheckerParameter_ValueChanged); } public sealed override IOperation InstrumentedApply() { RealVector result = Cross(RandomParameter.ActualValue, ParentsParameter.ActualValue); ChildParameter.ActualValue = result; IOperation successor = base.InstrumentedApply(); if (BoundsChecker != null) { IOperation checkerOperation = ExecutionContext.CreateChildOperation(BoundsChecker); if (successor == null) return checkerOperation; else return new OperationCollection(checkerOperation, successor); } else return successor; } protected abstract RealVector Cross(IRandom random, ItemArray parents); protected virtual void BoundsCheckerParameter_ValueChanged(object sender, EventArgs e) { ParameterizeBoundsChecker(); } protected virtual void ParameterizeBoundsChecker() { if (BoundsChecker != null) { BoundsChecker.BoundsParameter.ActualName = BoundsParameter.Name; BoundsChecker.RealVectorParameter.ActualName = ChildParameter.Name; } } } }