#region License Information /* HeuristicLab * Copyright (C) 2002-2013 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 System.Linq; using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding; using HeuristicLab.Random; using Microsoft.VisualStudio.TestTools.UnitTesting; namespace HeuristicLab.Encodings.SymbolicExpressionTreeEncoding.Tests { [TestClass] public class ArgumentCreaterTest { private const int POPULATION_SIZE = 1000; private const int MAX_TREE_LENGTH = 100; private const int MAX_TREE_DEPTH = 10; 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; } } [TestMethod()] public void ArgumentCreaterDistributionsTest() { var trees = new List(); var grammar = Grammars.CreateArithmeticAndAdfGrammar(); var random = new MersenneTwister(31415); int failedOps = 0; for (int i = 0; i < POPULATION_SIZE; i++) { ISymbolicExpressionTree tree; do { tree = ProbabilisticTreeCreator.Create(random, grammar, MAX_TREE_LENGTH, MAX_TREE_DEPTH); SubroutineCreater.CreateSubroutine(random, tree, MAX_TREE_LENGTH, MAX_TREE_DEPTH, 3, 3); } while (!TreeHasAdfWithParameter(tree, 3)); var success = ArgumentCreater.CreateNewArgument(random, tree, 60000, 100, 3, 3); if (!success) failedOps++; Util.IsValid(tree); trees.Add(tree); } // difficult to make sure that create argument operations succeed because trees are macro-expanded can potentially become very big // => just test if only a small proportion fails Assert.IsTrue(failedOps < POPULATION_SIZE * 0.05); // only 5% may fail Console.WriteLine("ArgumentCreator: " + Environment.NewLine + "Failed operations: " + failedOps * 100.0 / POPULATION_SIZE + " %" + Environment.NewLine + Util.GetSizeDistributionString(trees, 200, 20) + Environment.NewLine + Util.GetFunctionDistributionString(trees) + Environment.NewLine + Util.GetNumberOfSubtreesDistributionString(trees) + Environment.NewLine + Util.GetTerminalDistributionString(trees) + Environment.NewLine ); } private bool TreeHasAdfWithParameter(ISymbolicExpressionTree tree, int maxParameters) { if (tree.Root.Subtrees.Count() != 2) return false; var firstAdf = tree.Root.GetSubtree(1); return firstAdf.Grammar.GetAllowedChildSymbols(firstAdf.Symbol, 0).Where(x => x is Argument).Count() < maxParameters; } } }