#region License Information /* HeuristicLab * Copyright (C) 2002-2017 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 System.Linq; using HeuristicLab.Data; using HeuristicLab.Problems.Instances.CordeauGQAP; using Microsoft.VisualStudio.TestTools.UnitTesting; namespace HeuristicLab.Problems.GeneralizedQuadraticAssignment.Algorithms.Tests { [TestClass] public class GRASPTest { [TestMethod] public void TestGraspSolveInstance() { var provider = new CordeauGQAPInstanceProvider(); var instance = provider.LoadData(provider.GetDataDescriptors().Single(x => x.Name == "20-15-35")); var gqap = new GQAP(); gqap.Load(instance); var bestQuality = new List(); for (var i = 0; i < 5; i++) { var grasp = new GRASP() { Problem = gqap, CandidateSizeFactor = 0.5, EliteSetSize = 10, MaximumCandidateListSize = 10, MaximumIterations = 200, MaximumLocalSearchIterations = 100, MinimumDifference = 4, MinimumEliteSetSize = 2, OneMoveProbability = 0.5, SetSeedRandomly = false, Seed = i }; grasp.Start(); Assert.IsTrue(grasp.ExecutionTime.TotalSeconds < 6); bestQuality.Add(((DoubleValue)grasp.Results["BestQuality"].Value).Value); } // at least one in 10 runs should find the global optimum Assert.IsTrue(bestQuality.Count(x => x == gqap.BestKnownQuality) > 0, string.Join("; ", bestQuality)); CollectionAssert.AreEqual(new double[] { 1471896, 1506076, 1509356, 1511402, 1471896 }, bestQuality); } } }