#region License Information
/* HeuristicLab
* Copyright (C) 2002-2013 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.Persistence.Default.CompositeSerializers.Storable;
using System.Collections.Generic;
using System.ComponentModel;
namespace HeuristicLab.Algorithms.CMAEvolutionStrategy {
[Item("CMAParameters", "CMA-ES controls many strategy parameters that guide the search and which are combined in this class.")]
[StorableClass]
public sealed class CMAParameters : Item, INotifyPropertyChanged {
[Storable]
private double axisRatio;
public double AxisRatio {
get { return axisRatio; }
set {
if (axisRatio == value) return;
axisRatio = value;
OnPropertyChanged("AxisRatio");
}
}
[Storable]
private double sigma;
public double Sigma {
get { return sigma; }
set {
if (sigma == value) return;
sigma = value;
OnPropertyChanged("Sigma");
}
}
[Storable]
private double[,] sigmaBounds;
public double[,] SigmaBounds {
get { return sigmaBounds; }
set {
if (sigmaBounds == value) return;
sigmaBounds = value;
OnPropertyChanged("SigmaBounds");
}
}
[Storable]
private int mu;
public int Mu {
get { return mu; }
set {
if (mu == value) return;
mu = value;
OnPropertyChanged("Mu");
}
}
[Storable]
private double[] weights;
public double[] Weights {
get { return weights; }
set {
if (weights == value) return;
weights = value;
OnPropertyChanged("Weights");
}
}
[Storable]
private double muEff;
public double MuEff {
get { return muEff; }
set {
if (muEff == value) return;
muEff = value;
OnPropertyChanged("MuEff");
}
}
[Storable]
private double cc;
public double CC {
get { return cc; }
set {
if (cc == value) return;
cc = value;
OnPropertyChanged("CC");
}
}
[Storable]
private double cs;
public double CS {
get { return cs; }
set {
if (cs == value) return;
cs = value;
OnPropertyChanged("CS");
}
}
[Storable]
private double damps;
public double Damps {
get { return damps; }
set {
if (damps == value) return;
damps = value;
OnPropertyChanged("Damps");
}
}
[Storable]
private double muCov;
public double MuCov {
get { return muCov; }
set {
if (muCov == value) return;
muCov = value;
OnPropertyChanged("MuCov");
}
}
[Storable]
private double cCov;
public double CCov {
get { return cCov; }
set {
if (cCov == value) return;
cCov = value;
OnPropertyChanged("CCov");
}
}
[Storable]
private double cCovSep;
public double CCovSep {
get { return cCovSep; }
set {
if (cCovSep == value) return;
cCovSep = value;
OnPropertyChanged("CCovSep");
}
}
[Storable]
private double[] pc;
public double[] PC {
get { return pc; }
set {
if (pc == value) return;
pc = value;
OnPropertyChanged("PC");
}
}
[Storable]
private double[] ps;
public double[] PS {
get { return ps; }
set {
if (ps == value) return;
ps = value;
OnPropertyChanged("PS");
}
}
[Storable]
private double[,] b;
public double[,] B {
get { return b; }
set {
if (b == value) return;
b = value;
OnPropertyChanged("B");
}
}
[Storable]
private double[] d;
public double[] D {
get { return d; }
set {
if (d == value) return;
d = value;
OnPropertyChanged("D");
}
}
[Storable]
private double[,] c;
public double[,] C {
get { return c; }
set {
if (c == value) return;
c = value;
OnPropertyChanged("C");
}
}
[Storable]
private double[] bDz;
public double[] BDz {
get { return bDz; }
set {
if (bDz == value) return;
bDz = value;
OnPropertyChanged("BDz");
}
}
[Storable]
private double chiN;
public double ChiN {
get { return chiN; }
set {
if (chiN == value) return;
chiN = value;
OnPropertyChanged("ChiN");
}
}
[Storable]
private int initialIterations;
public int InitialIterations {
get { return initialIterations; }
set {
if (initialIterations == value) return;
initialIterations = value;
OnPropertyChanged("InitialIterations");
}
}
[Storable(Name = "qualityHistory")]
private IEnumerable StorableQualityHistory {
get { return qualityHistory.ToArray(); }
set { qualityHistory = new Queue(value); }
}
private Queue qualityHistory;
public Queue QualityHistory {
get { return qualityHistory; }
set { qualityHistory = value; }
}
[Storable]
private int qualityHistorySize;
public int QualityHistorySize {
get { return qualityHistorySize; }
set { qualityHistorySize = value; }
}
[StorableConstructor]
private CMAParameters(bool deserializing) : base(deserializing) { }
private CMAParameters(CMAParameters original, Cloner cloner)
: base(original, cloner) {
this.axisRatio = original.axisRatio;
this.b = (double[,])original.b.Clone();
this.bDz = (double[])original.bDz.Clone();
this.c = (double[,])original.c.Clone();
this.cCov = original.cCov;
this.cCovSep = original.cCovSep;
this.cc = original.cc;
this.chiN = original.chiN;
this.cs = original.cs;
this.d = (double[])original.d.Clone();
this.damps = original.damps;
this.initialIterations = original.initialIterations;
this.mu = original.mu;
this.muCov = original.muCov;
this.muEff = original.muEff;
this.pc = (double[])original.pc.Clone();
this.ps = (double[])original.ps.Clone();
this.sigma = original.sigma;
this.sigmaBounds = (double[,])original.sigmaBounds.Clone();
this.weights = (double[])original.weights.Clone();
this.qualityHistory = new Queue(original.qualityHistory);
this.qualityHistorySize = original.qualityHistorySize;
}
public CMAParameters() { }
public override IDeepCloneable Clone(Cloner cloner) {
return new CMAParameters(this, cloner);
}
public event PropertyChangedEventHandler PropertyChanged;
private void OnPropertyChanged(string name) {
var handler = PropertyChanged;
if (handler != null) handler(this, new PropertyChangedEventArgs(name));
}
}
}