#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 System.Collections.Generic;
using HeuristicLab.Common;
using HeuristicLab.Encodings.RealVectorEncoding;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
namespace HeuristicLab.Problems.TestFunctions.MultiObjective {
[StorableClass]
public abstract class ZDT : MultiObjectiveTestFunction {
protected override IEnumerable GetOptimalParetoFront(int objectives) {
return ParetoFrontStore.GetParetoFront("ZDT.ParetoFronts." + this.ItemName);
}
protected override double[,] GetBounds(int objectives) {
return new double[,] { { 0, 1 } };
}
protected override bool[] GetMaximization(int objectives) {
return new bool[objectives];
}
protected override double[] GetReferencePoint(int objecitives) {
return new double[] { 11.0, 11.0 };
}
protected override double GetBestKnownHypervolume(int objectives) {
return -1;
}
[StorableConstructor]
protected ZDT(bool deserializing) : base(deserializing) { }
protected ZDT(MultiObjectiveTestFunction original, Cloner cloner)
: base(original, cloner) {
}
protected ZDT() : base(minimumObjectives: 2, maximumObjectives: 2, minimumSolutionLength: 1, maximumSolutionLength: int.MaxValue) { }
public override double[] Evaluate(RealVector r, int objectives) {
if (objectives != 2) throw new ArgumentException("ZDT Problems must always have 2 objectives");
return Evaluate(r);
}
public abstract double[] Evaluate(RealVector r);
}
}