#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 System; using System.Collections.Generic; using HeuristicLab.Random; namespace HeuristicLab.Problems.Instances.DataAnalysis { public class NguyenInstanceProvider : ArtificialRegressionInstanceProvider { public override string Name { get { return "Nguyen Benchmark Problems"; } } public override string Description { get { return ""; } } public override Uri WebLink { get { return new Uri("http://www.gpbenchmarks.org/wiki/index.php?title=Problem_Classification#Nguyen_et_al"); } } public override string ReferencePublication { get { return "McDermott et al., 2012 \"Genetic Programming Needs Better Benchmarks\", in Proc. of GECCO 2012."; } } public int Seed { get; private set; } public NguyenInstanceProvider() : this((int)System.DateTime.Now.Ticks) { } public NguyenInstanceProvider(int seed) : base() { Seed = seed; } public override IEnumerable GetDataDescriptors() { List descriptorList = new List(); var rand = new MersenneTwister((uint)Seed); descriptorList.Add(new NguyenFunctionOne(rand.Next())); descriptorList.Add(new NguyenFunctionTwo(rand.Next())); descriptorList.Add(new NguyenFunctionThree(rand.Next())); descriptorList.Add(new NguyenFunctionFour(rand.Next())); descriptorList.Add(new NguyenFunctionFive(rand.Next())); descriptorList.Add(new NguyenFunctionSix(rand.Next())); descriptorList.Add(new NguyenFunctionSeven(rand.Next())); descriptorList.Add(new NguyenFunctionEight(rand.Next())); descriptorList.Add(new NguyenFunctionNine(rand.Next())); descriptorList.Add(new NguyenFunctionTen(rand.Next())); descriptorList.Add(new NguyenFunctionEleven(rand.Next())); descriptorList.Add(new NguyenFunctionTwelve(rand.Next())); return descriptorList; } } }