#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.IO; using System.Linq; using HeuristicLab.Algorithms.ScatterSearch; using HeuristicLab.Persistence.Default.Xml; using HeuristicLab.Problems.Instances.VehicleRouting; using HeuristicLab.Problems.VehicleRouting; using Microsoft.VisualStudio.TestTools.UnitTesting; namespace HeuristicLab.Tests { [TestClass] public class ScatterSearchVRPSampleTest { private const string SampleFileName = "SS_VRP"; [TestMethod] [TestCategory("Samples.Create")] [TestProperty("Time", "medium")] public void CreateScatterSearchVRPSampleTest() { var ss = CreateScatterSearchVRPSample(); string path = Path.Combine(SamplesUtils.SamplesDirectory, SampleFileName + SamplesUtils.SampleFileExtension); XmlGenerator.Serialize(ss, path); } [TestMethod] [TestCategory("Samples.Execute")] [TestProperty("Time", "long")] public void RunScatterSearchVRPSampleTest() { var ss = CreateScatterSearchVRPSample(); ss.SetSeedRandomly.Value = false; SamplesUtils.RunAlgorithm(ss); Assert.AreEqual(828.93686694283383, SamplesUtils.GetDoubleResult(ss, "BestQuality")); Assert.AreEqual(868.63623986983077, SamplesUtils.GetDoubleResult(ss, "CurrentAverageQuality")); Assert.AreEqual(1048.8333559209832, SamplesUtils.GetDoubleResult(ss, "CurrentWorstQuality")); Assert.AreEqual(262622, SamplesUtils.GetIntResult(ss, "EvaluatedSolutions")); } private ScatterSearch CreateScatterSearchVRPSample() { #region Problem Configuration var provider = new SolomonInstanceProvider(); var instance = provider.GetDataDescriptors().Single(x => x.Name == "C101"); VehicleRoutingProblem vrpProblem = new VehicleRoutingProblem(); vrpProblem.Load(provider.LoadData(instance)); #endregion #region Algorithm Configuration ScatterSearch ss = new ScatterSearch(); ss.Engine = new SequentialEngine.SequentialEngine(); ss.Name = "Scatter Search - VRP"; ss.Description = "A scatter search algorithm which solves the \"C101\" vehicle routing problem (imported from Solomon)"; ss.Problem = vrpProblem; var improver = ss.Problem.Operators.OfType().First(); improver.ImprovementAttemptsParameter.Value.Value = 15; improver.SampleSizeParameter.Value.Value = 10; ss.Improver = improver; var pathRelinker = ss.Problem.Operators.OfType().First(); pathRelinker.IterationsParameter.Value.Value = 25; ss.PathRelinker = pathRelinker; var similarityCalculator = ss.SimilarityCalculatorParameter.ValidValues.OfType().First(); ss.SimilarityCalculator = similarityCalculator; ss.MaximumIterations.Value = 2; ss.PopulationSize.Value = 20; ss.ReferenceSetSize.Value = 10; ss.Seed.Value = 0; return ss; #endregion } } }