#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;
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())
};
}
}
}