org.evosuite.ga.operators.mutation.BinomialMutation Maven / Gradle / Ivy
The newest version!
/**
* Copyright (C) 2010-2018 Gordon Fraser, Andrea Arcuri and EvoSuite
* contributors
*
* This file is part of EvoSuite.
*
* EvoSuite 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 3.0 of the License, or
* (at your option) any later version.
*
* EvoSuite 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 Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with EvoSuite. If not, see .
*/
package org.evosuite.ga.operators.mutation;
import java.util.LinkedHashSet;
import java.util.Set;
import org.evosuite.utils.Randomness;
public class BinomialMutation extends MutationDistribution {
private static final long serialVersionUID = 9013772318848850918L;
private Set bitsToBeModified;
public BinomialMutation(int sizeOfDistribution) {
int numBits = howManyBits(sizeOfDistribution, 1.0 / (double) sizeOfDistribution);
this.bitsToBeModified = new LinkedHashSet();
while (this.bitsToBeModified.size() < numBits) {
this.bitsToBeModified.add(Randomness.nextInt(0, sizeOfDistribution));
}
}
/**
* {@inheritDoc}
*/
@Override
public boolean toMutate(int index) {
if (this.bitsToBeModified.contains(index)) {
return true;
}
return false;
}
/**
* Number of bits to be mutated (in our context, number of test cases to be mutated) according to
* a binomial distribution.
*
* @param numTrials
* @param probability
* @return number of test cases to be mutated
*/
private int howManyBits(int numTrials, double probability) {
int numberBits = 0;
for (int i = 0; i < numTrials; i++) {
if (Randomness.nextDouble() <= probability) {
numberBits++;
}
}
return numberBits;
}
}
© 2015 - 2024 Weber Informatics LLC | Privacy Policy