//============================================================================= // Copyright 2006-2010 Daniel W. Dyer // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. //============================================================================= package org.uncommons.watchmaker.framework.factories; import java.util.ArrayList; import java.util.Collections; import java.util.LinkedList; import java.util.List; import org.testng.annotations.Test; import org.uncommons.watchmaker.framework.CandidateFactory; import org.uncommons.watchmaker.framework.FrameworkTestUtils; /** * Unit test for the list permutation candidate factory. Checks that it * correctly generates populations of permutations. * @author Daniel Dyer */ public class ListPermutationFactoryTest { private final int candidateLength = 10; private final int populationSize = 5; private final List<Integer> elements = new ArrayList<Integer>(candidateLength); { for (int i = 1; i <= candidateLength; i++) { elements.add(i); } } /** * Generate a completely random population. Checks to make * sure that the correct number of candidate solutions is * generated and that each is valid. */ @Test public void testUnseededPopulation() { CandidateFactory<List<Integer>> factory = new ListPermutationFactory<Integer>(elements); List<List<Integer>> population = factory.generateInitialPopulation(populationSize, FrameworkTestUtils.getRNG()); assert population.size() == populationSize : "Wrong size population generated: " + population.size(); validatePopulation(population); } /** * Generate a random population with some seed candidates. Checks to make * sure that the correct number of candidate solutions is generated and that * each is valid. */ @Test public void testSeededPopulation() { CandidateFactory<List<Integer>> factory = new ListPermutationFactory<Integer>(elements); List<Integer> seed1 = new ArrayList<Integer>(elements); List<Integer> seed2 = new ArrayList<Integer>(elements); Collections.reverse(elements); List<List<Integer>> seeds = new ArrayList<List<Integer>>(2); seeds.add(seed1); seeds.add(seed2); List<List<Integer>> population = factory.generateInitialPopulation(populationSize, seeds, FrameworkTestUtils.getRNG()); // Check that the seed candidates appear in the generated population. assert population.contains(seed1) : "Population does not contain seed candidate 1."; assert population.contains(seed2) : "Population does not contain seed candidate 2."; validatePopulation(population); } /** * It is an error if the number of seed candidates is greater than the * population size. In this case an exception should be thrown. Not * throwing an exception is wrong because it would permit undetected bugs * in programs that use the factory. */ @Test(expectedExceptions = IllegalArgumentException.class) public void testTooManySeedCandidates() { CandidateFactory<List<Integer>> factory = new ListPermutationFactory<Integer>(elements); List<List<Integer>> seeds = new LinkedList<List<Integer>>(); seeds.add(elements); seeds.add(elements); seeds.add(elements); // The following call should cause an exception since the 3 seed candidates // won't fit into a population of size 2. factory.generateInitialPopulation(2, seeds, FrameworkTestUtils.getRNG()); } /** * Make sure each candidate is valid (contains each element exactly once). * @param population The population to be validated. */ private void validatePopulation(List<List<Integer>> population) { assert population.size() == populationSize : "Wrong size population generated: " + population.size(); for (List<Integer> candidate : population) { assert candidate.size() == candidateLength : "Wrong size candidate generated: " + candidate.size(); for (int i = 1; i < candidateLength; i++) { assert candidate.contains(i) : "Candidate is missing element " + i + "."; } } } }