#region License Information
/* HeuristicLab
* Copyright (C) 2002-2019 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 HEAL.Attic;
using HeuristicLab.Common;
using HeuristicLab.Core;
namespace HeuristicLab.Algorithms.DynamicALPS
{
[StorableType("F405DFE4-CCC9-4CAF-9EFC-1AF45DC81FE6")]
public interface IDynamicALPSSolution : IItem {
IItem Individual { get; set; }
double[] Qualities { get; set; }
double[] Constraints { get; set; }
// KF, SMS-EMOA
double[] HypervolumeContribution { get; set; }
int[] NondominanceRanking { get; set; }
// KF, DynamicALPS, could also be used for any self-adpative EA
double IndividualPc { get; set; } // individual crossover rate
double IndividualPm { get; set; } // individual mutation rate
int Age { get; set; } // age info for ALPS
int Dimensions { get; }
}
[Item("DynamicALPSSolution", "Represents a solution inside the DynamicALPS population")]
[StorableType("457A8E67-2B70-4767-896B-47056BD89732")]
public class DynamicALPSSolution : Item, IDynamicALPSSolution
{
[Storable]
public IItem Individual { get; set; }
[Storable]
public double[] Qualities { get; set; }
[Storable]
public double[] Constraints { get; set; }
//kf, sms-emoa
[Storable]
public double[] HypervolumeContribution { get; set; }
[Storable]
public int[] NondominanceRanking { get; set; }
[Storable]
public double IndividualPc { get; set; }
[Storable]
public double IndividualPm { get; set; }
[Storable]
public int Age { get; set; }
public DynamicALPSSolution(int nObjectives, int nConstraints)
{
Qualities = new double[nObjectives];
Constraints = new double[nConstraints];
HypervolumeContribution = new double[1];
NondominanceRanking = new int[1];
IndividualPc = 0;
IndividualPm = 0;
Age = 0;
}
public DynamicALPSSolution(IItem individual, int nObjectives, int nConstraints) : this(nObjectives, nConstraints)
{
Individual = individual;
}
public DynamicALPSSolution(IItem individual, double[] qualities, double[] constraints, double[] hypervolumecontribution, int[] nondominanceranking)
{
Individual = individual;
Qualities = qualities;
Constraints = constraints;
HypervolumeContribution = hypervolumecontribution;
NondominanceRanking = nondominanceranking;
}
public DynamicALPSSolution(double[] qualities)
{
Qualities = (double[])qualities.Clone();
}
public int Dimensions => Qualities == null ? 0 : Qualities.Length;
public override IDeepCloneable Clone(Cloner cloner)
{
return new DynamicALPSSolution(this, cloner);
}
protected DynamicALPSSolution(DynamicALPSSolution original, Cloner cloner) : base(original, cloner)
{
Qualities = (double[])original.Qualities.Clone();
Constraints = (double[])original.Qualities.Clone();
HypervolumeContribution = (double[])original.HypervolumeContribution.Clone(); // kf, sms-emoa
NondominanceRanking = (int[])original.NondominanceRanking.Clone(); // kf, sms-emoa
Individual = (IItem)original.Individual.Clone(cloner);
}
[StorableConstructor]
protected DynamicALPSSolution(StorableConstructorFlag deserializing) : base(deserializing) { }
}
[Item("DynamicALPSSolution", "Represents a solution inside the DynamicALPS population")]
[StorableType("1EFC2459-C52E-4F95-9E14-23E69DCB23E0")]
public class DynamicALPSSolution : DynamicALPSSolution where T : class, IItem
{
public new T Individual
{
get { return (T)base.Individual; }
set { base.Individual = value; }
}
public DynamicALPSSolution(T individual, int nObjectives, int nConstraints) : base(individual, nObjectives, nConstraints) { }
protected DynamicALPSSolution(DynamicALPSSolution original, Cloner cloner) : base(original, cloner) { }
public override IDeepCloneable Clone(Cloner cloner)
{
return new DynamicALPSSolution(this, cloner);
}
[StorableConstructor]
protected DynamicALPSSolution(StorableConstructorFlag deserializing) : base(deserializing) { }
}
}