#region License Information
/* HeuristicLab
* Copyright (C) 2002-2016 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.Parameters;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
namespace HeuristicLab.Encodings.BinaryVectorEncoding {
///
/// Flips some bits of a binary vector.
///
///
/// It is implemented as described in Eiben, A.E. and Smith, J.E. 2003. Introduction to Evolutionary Computation. Natural Computing Series, Springer-Verlag Berlin Heidelberg, p. 43.
///
[Item("SomePositionsBitflipManipulator", "Flips some bits of a binary vector, each position is flipped with a probability of pm. It is implemented as described in Eiben, A.E. and Smith, J.E. 2003. Introduction to Evolutionary Computation. Natural Computing Series, Springer-Verlag Berlin Heidelberg, p. 43.")]
[StorableClass]
public sealed class SomePositionsBitflipManipulator : BinaryVectorManipulator {
///
/// Mmutation probability for each position.
///
public IValueLookupParameter MutationProbabilityParameter {
get { return (IValueLookupParameter)Parameters["MutationProbability"]; }
}
[StorableConstructor]
private SomePositionsBitflipManipulator(bool deserializing) : base(deserializing) { }
private SomePositionsBitflipManipulator(SomePositionsBitflipManipulator original, Cloner cloner) : base(original, cloner) { }
///
/// Initializes a new instance of
///
public SomePositionsBitflipManipulator()
: base() {
Parameters.Add(new ValueLookupParameter("MutationProbability", "The mutation probability for each position", new DoubleValue(0.2)));
}
public override IDeepCloneable Clone(Cloner cloner) {
return new SomePositionsBitflipManipulator(this, cloner);
}
///
/// Performs the some positions bitflip mutation on a binary vector.
///
/// The random number generator to use.
/// The vector that should be manipulated.
/// The probability a bit is flipped.
public static void Apply(IRandom random, BinaryVector vector, DoubleValue pm) {
for (int i = 0; i < vector.Length; i++) {
if (random.NextDouble() < pm.Value) {
vector[i] = !vector[i];
}
}
}
///
/// Forwards the call to .
///
/// The random number generator to use.
/// The vector of binary values to manipulate.
protected override void Manipulate(IRandom random, BinaryVector binaryVector) {
if (MutationProbabilityParameter.ActualValue == null) throw new InvalidOperationException("SomePositionsBitflipManipulator: Parameter " + MutationProbabilityParameter.ActualName + " could not be found.");
Apply(random, binaryVector, MutationProbabilityParameter.ActualValue);
}
}
}