The replacement operator is in charge to combine the mutated offsprings and/or the parents, and/or new chromosomes to create the new population to be tested against the fitness function. There is a lot of resources and techniques to follow, but the key point here is to understand the problem search space to resolve and find the right balance for all operators.

Revised documentation: 2019/06/20