/* Copyright 2009-2015 David Hadka * * This file is part of the MOEA Framework. * * The MOEA Framework is free software: you can redistribute it and/or modify * it under the terms of the GNU Lesser General Public License as published by * the Free Software Foundation, either version 3 of the License, or (at your * option) any later version. * * The MOEA Framework 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 Lesser General Public * License for more details. * * You should have received a copy of the GNU Lesser General Public License * along with the MOEA Framework. If not, see <http://www.gnu.org/licenses/>. */ package org.moeaframework.core; /** * Interface for variation operators. Variation operators manipulate one or more * existing solutions, called <em>parents</em>, to produce one or more new * solutions, called <em>children</em> or <em>offspring</em>. * <p> * A variation operator is <em>type-safe</em> if it checks variable types at * runtime and operates only on those variables it supports. Unsupported * variables must be left unmodified. A type-safe variation operator must ensure * casts are valid and never throw a {@code ClassCastException}. A type-safe * variation class should indicate this fact by stating * "This variation operator is type-safe" in the class comments. * <p> * Mixed-type encodings are supported by using type-safe variation operators. * Variation operators for each type in the encoding are applied sequentially, * each operating on only those variables with the correct type. */ public interface Variation { /** * Returns the number of solutions that must be supplied to the * {@code evolve} method. * * @return the number of solutions that must be supplied to the * {@code evolve} method */ public int getArity(); /** * Evolves one or more parent solutions (specified by {@code getArity}) and * produces one or more child solutions. By contract, the parents must not * be modified. The copy constructor should be used to create copies of the * parents with these copies subsequently modified. * * @param parents the array of parent solutions * @return an array of child solutions * @throws IllegalArgumentException if an incorrect number of parents was * supplied {@code (parents.length != getArity())} */ public Solution[] evolve(Solution[] parents); }