#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.Random; namespace HeuristicLab.Problems.Instances.DataAnalysis { public class PhysicsInstanceProvider : ArtificialRegressionInstanceProvider { public override string Name { get { return "Physics Benchmark Problems"; } } public override string Description { get { return ""; } } public override Uri WebLink { get { return new Uri(@"https://doi.org/10.1016/j.eswa.2018.05.021"); } } public override string ReferencePublication { get { return "Chen Chen, Changtong Luo, Zonglin Jiang, \"A multilevel block building algorithm for fast modeling generalized separable systems\", Expert Systems with Applications, Volume 109, 2018, Pages 25-34 https://doi.org/10.1016/j.eswa.2018.05.021 as well as the (slightly different) pre-print on arXiv: https://arxiv.org/abs/1706.02281"; } } public int Seed { get; private set; } public PhysicsInstanceProvider() : this((int)DateTime.Now.Ticks) { } public PhysicsInstanceProvider(int seed) : base() { Seed = seed; } public override IEnumerable GetDataDescriptors() { var rand = new FastRandom(Seed); return new List() { new RocketFuelFlow(rand.Next()), new AircraftLift(rand.Next()), new FluidDynamics(rand.Next()), new AircraftMaximumLift(rand.Next()) }; } } }