// Catalano Genetic Library
// The Catalano Framework
//
// Copyright © Diego Catalano, 2012-2016
// diego.catalano at live.com
//
//
// This library 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 2.1 of the License, or (at your option) any later version.
//
// This library 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 this library; if not, write to the Free Software
// Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA
//
package Catalano.Evolutionary.Genetic.Mutation;
import Catalano.Evolutionary.Genetic.Chromosome.BinaryChromosome;
import java.util.Random;
/**
* Bit Flip Mutation.
*
* Support: Binary Chromosome.
*
* @author Diego Catalano
*/
public class BitFlipMutation implements IMutation{
private float probability = 0.01f;
public float getProbability() {
return probability;
}
public void setProbability(float probability) {
this.probability = probability;
}
/**
* Initializes a new instance of the BitFlipMutation class.
*/
public BitFlipMutation() {}
/**
* Initializes a new instance of the BitFlipMutation class.
* @param probability Probability for each gene.
*/
public BitFlipMutation(float probability) {
this.probability = probability;
}
@Override
public BinaryChromosome Compute(BinaryChromosome chromosome) {
Random r = new Random();
String bin = chromosome.toBinary();
String newBin = "";
for (int i = 0; i < bin.length(); i++) {
char v = bin.charAt(i);
if(r.nextFloat() <= probability){
if(v == '0') newBin += "1";
if(v == '1') newBin += "0";
} else{
newBin += v;
}
}
return new BinaryChromosome(chromosome.getLength(), newBin);
}
}
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