#region License Information
/* HeuristicLab
* Copyright (C) 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.Collections.Generic;
using HeuristicLab.Common;
using HeuristicLab.Encodings.RealVectorEncoding;
using HEAL.Attic;
namespace HeuristicLab.Problems.TestFunctions.MultiObjective {
[StorableType("3ED6C22E-EA6E-4336-BC49-884CE151E514")]
public abstract class DTLZ : MultiObjectiveTestFunction {
protected override IEnumerable GetOptimalParetoFront(int objectives) {
if (objectives == 2) return ParetoFrontStore.GetParetoFront("DTLZ.ParetoFronts." + this.ItemName + ".2D");
return null;
}
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 objectives) {
double[] rp = new double[objectives];
for (int i = 0; i < objectives; i++) {
rp[i] = 11;
}
return rp;
}
[StorableConstructor]
protected DTLZ(StorableConstructorFlag _) : base(_) { }
protected DTLZ(DTLZ original, Cloner cloner) : base(original, cloner) { }
public DTLZ() : base(minimumObjectives: 2, maximumObjectives: int.MaxValue, minimumSolutionLength: 2, maximumSolutionLength: int.MaxValue) { }
public abstract override double[] Evaluate(RealVector r, int objecitves);
}
}