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+//=============================================================================
+// 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.awt.Point;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Random;
+import org.uncommons.maths.number.NumberGenerator;
+import org.uncommons.maths.random.Probability;
+import org.uncommons.watchmaker.framework.EvolutionaryOperator;
+
+/**
+ * Base class for mutation operators that modify the points of polygons in an
+ * image.
+ * @author Daniel Dyer
+ */
+abstract class AbstractVertexMutation implements EvolutionaryOperator<ColouredPolygon>
+{
+ private final Dimension canvasSize;
+ private final NumberGenerator<Probability> mutationProbability;
+
+
+ /**
+ * @param mutationProbability A {@link NumberGenerator} that controls the probability
+ * that a polygon's points will be mutated.
+ * @param canvasSize The size of the canvas. Used to constrain the positions of the points.
+ */
+ protected AbstractVertexMutation(NumberGenerator<Probability> mutationProbability,
+ Dimension canvasSize)
+ {
+ this.mutationProbability = mutationProbability;
+ this.canvasSize = canvasSize;
+ }
+
+
+ /**
+ * @return The dimensions of the target image.
+ */
+ protected Dimension getCanvasSize()
+ {
+ return canvasSize;
+ }
+
+
+ /**
+ * @return The {@link NumberGenerator} that provides the mutation probability.
+ */
+ protected NumberGenerator<Probability> getMutationProbability()
+ {
+ return mutationProbability;
+ }
+
+
+ /**
+ * Applies the mutation to each polygon in the list provided according to the
+ * pre-configured mutation probability. If the probability is 0.1, approximately
+ * 10% of the individuals will be mutated. The actual mutation operation is
+ * defined in the sub-class implementation of the
+ * {@link #mutateVertices(java.util.List, java.util.Random)} method.
+ * @param polygons The list of polygons to be mutated.
+ * @param rng A source of randomness.
+ * @return The polygons after mutation. None, some or all will have been
+ * modified.
+ */
+ public List<ColouredPolygon> apply(List<ColouredPolygon> polygons, Random rng)
+ {
+ List<ColouredPolygon> newPolygons = new ArrayList<ColouredPolygon>(polygons.size());
+ for (ColouredPolygon polygon : polygons)
+ {
+ List<Point> newVertices = mutateVertices(polygon.getVertices(), rng);
+ newPolygons.add(newVertices == polygon.getVertices()
+ ? polygon
+ : new ColouredPolygon(polygon.getColour(), newVertices));
+ }
+ return newPolygons;
+ }
+
+
+ /**
+ * Implemented in sub-classes to perform the mutation of the vertices.
+ * @param vertices A list of the points that make up the polygon.
+ * @param rng A source of randomness.
+ * @return A mutated list of points.
+ */
+ protected abstract List<Point> mutateVertices(List<Point> vertices, Random rng);
+}