//============================================================================= // 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.examples.monalisa; import java.awt.Dimension; import java.util.ArrayList; import java.util.Arrays; import java.util.List; import org.testng.annotations.Test; import org.uncommons.maths.random.Probability; import org.uncommons.watchmaker.examples.ExamplesTestUtils; import org.uncommons.watchmaker.framework.EvolutionaryOperator; /** * Unit test for the {@link MovePolygonMutation} evolutionary operator. * @author Daniel Dyer */ public class MovePolygonMutationTest { private final PolygonImageFactory factory = new PolygonImageFactory(new Dimension(200, 200)); @Test public void testMovePolygon() { List<ColouredPolygon> image = Arrays.asList(factory.createRandomPolygon(ExamplesTestUtils.getRNG()), factory.createRandomPolygon(ExamplesTestUtils.getRNG()), factory.createRandomPolygon(ExamplesTestUtils.getRNG()), factory.createRandomPolygon(ExamplesTestUtils.getRNG())); List<List<ColouredPolygon>> list = new ArrayList<List<ColouredPolygon>>(1); list.add(image); EvolutionaryOperator<List<ColouredPolygon>> mutation = new MovePolygonMutation(Probability.ONE); List<List<ColouredPolygon>> evolved = mutation.apply(list, ExamplesTestUtils.getRNG()); assert evolved.size() == 1 : "Population size should not be altered by mutation."; assert evolved.get(0).size() == image.size() : "Image should have same number of polygons after mutation."; // Can't reliably test that the order was mutated because the random selection may have moved // the polygon back to its original index. } @Test public void testZeroProbability() { ColouredPolygon polygon1 = factory.createRandomPolygon(ExamplesTestUtils.getRNG()); ColouredPolygon polygon2 = factory.createRandomPolygon(ExamplesTestUtils.getRNG()); ColouredPolygon polygon3 = factory.createRandomPolygon(ExamplesTestUtils.getRNG()); List<ColouredPolygon> image = Arrays.asList(polygon1, polygon2, polygon3); List<List<ColouredPolygon>> list = new ArrayList<List<ColouredPolygon>>(1); list.add(image); EvolutionaryOperator<List<ColouredPolygon>> mutation = new MovePolygonMutation(Probability.ZERO); List<List<ColouredPolygon>> evolved = mutation.apply(list, ExamplesTestUtils.getRNG()); assert evolved.size() == 1 : "Population size should not be altered by mutation."; assert evolved.get(0).size() == image.size() : "Image should have same number of polygons."; assert evolved.get(0) == image : "Image should not have been changed at all."; assert evolved.get(0).get(0) == polygon1 : "First polygon should not have moved."; assert evolved.get(0).get(1) == polygon2 : "Second polygon should not have moved."; assert evolved.get(0).get(2) == polygon3 : "Third polygon should not have moved."; } }