#region License Information
/* HeuristicLab
* Copyright (C) 2002-2011 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.Threading;
using HeuristicLab.Algorithms.GeneticAlgorithm;
using HeuristicLab.Common;
using HeuristicLab.Data;
using HeuristicLab.Persistence.Default.Xml;
using Microsoft.VisualStudio.TestTools.UnitTesting;
namespace HeuristicLab_33.Tests {
[TestClass]
public class SymbolicRegressionTest {
public SymbolicRegressionTest() { }
private TestContext testContextInstance;
///
///Gets or sets the test context which provides
///information about and functionality for the current test run.
///
public TestContext TestContext {
get {
return testContextInstance;
}
set {
testContextInstance = value;
}
}
private EventWaitHandle trigger = new AutoResetEvent(false);
private Exception ex;
[TestMethod]
[DeploymentItem(@"GA_SymbReg.hl")]
public void SymbolicRegressionPerformanceTest() {
ex = null;
GeneticAlgorithm ga = (GeneticAlgorithm)XmlParser.Deserialize("GA_SymbReg.hl");
ga.ExceptionOccurred += new EventHandler>(ga_ExceptionOccurred);
ga.Stopped += new EventHandler(ga_Stopped);
ga.Prepare();
ga.Start();
trigger.WaitOne();
if (ex != null) throw ex;
TestContext.WriteLine("Runtime: {0}", ga.ExecutionTime.ToString());
double expectedValidationQuality = 0.72902735951261033;
double expectedBestQuality = 0.68726148410052335;
double expectedAverageQuality = 0.50555375244787948;
double expectedWorstQuality = 0;
double bestQuality = (ga.Results["CurrentBestQuality"].Value as DoubleValue).Value;
double averageQuality = (ga.Results["CurrentAverageQuality"].Value as DoubleValue).Value;
double worstQuality = (ga.Results["CurrentWorstQuality"].Value as DoubleValue).Value;
double bestValidationSolutionQuality = (ga.Results["Best validation solution quality"].Value as DoubleValue).Value;
TestContext.WriteLine("");
TestContext.WriteLine("CurrentBestQuality: {0} (should be {1})", bestQuality, expectedBestQuality);
TestContext.WriteLine("CurrentAverageQuality: {0} (should be {1})", averageQuality, expectedAverageQuality);
TestContext.WriteLine("CurrentWorstQuality: {0} (should be {1})", worstQuality, expectedWorstQuality);
TestContext.WriteLine("Best valdidation solution quality: {0} (should be {1})", bestValidationSolutionQuality, expectedValidationQuality);
Assert.AreEqual(expectedBestQuality, bestQuality);
Assert.AreEqual(expectedAverageQuality, averageQuality);
Assert.AreEqual(expectedWorstQuality, worstQuality);
Assert.AreEqual(expectedValidationQuality, bestValidationSolutionQuality);
}
private void ga_ExceptionOccurred(object sender, EventArgs e) {
ex = e.Value;
}
private void ga_Stopped(object sender, EventArgs e) {
trigger.Set();
}
}
}