Mutation is a probabilistic choice of k chromosomes of the pool and performing a totally random alternation of the genes at l points. The value of k and l are among the dynamics of the GA and is fixed by the user before the run. A mutation operator that will act on an individual chromosome which is chosen for mutation and produce the off-spring is defined as
Where
replaces in the population.