#region License Information
/* HeuristicLab
* Copyright (C) 2002-2018 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.")]
[StorableClass]
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;
}
}
}
}