001 /*
002 * Copyright 2011 Christian Kumpe http://kumpe.de/christian/java
003 *
004 * Licensed under the Apache License, Version 2.0 (the "License");
005 * you may not use this file except in compliance with the License.
006 * You may obtain a copy of the License at
007 *
008 * http://www.apache.org/licenses/LICENSE-2.0
009 *
010 * Unless required by applicable law or agreed to in writing, software
011 * distributed under the License is distributed on an "AS IS" BASIS,
012 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
013 * See the License for the specific language governing permissions and
014 * limitations under the License.
015 */
016 package de.kumpe.hadooptimizer;
017
018 import java.io.Serializable;
019
020 /**
021 * A {@link Mutator} creates a mutant of the given individual. It mutates the
022 * individual e.g. by adding normal distributed random numbers.
023 * <p>
024 * <i>The general contract is to not modify the given individual. See
025 * {@link #mutate(Object)} for additional hints.</i>
026 *
027 * @param <I>
028 * the individuals' type
029 *
030 * @author <a href="http://kumpe.de/christian/java">Christian Kumpe</a>
031 */
032 public interface Mutator<I> extends Serializable {
033 /**
034 * Creates a mutant of the given individual.
035 * <p>
036 * <i>The general contract is to not modify the given individual, but return
037 * a mutated copy.</i>
038 *
039 * @param individual
040 * the individual to mutate
041 *
042 * @return the mutant of the passed individual
043 */
044 I mutate(I individual);
045 }