Tip the Balance: Improving Exploration of Balanced Crossover Operators by Adaptive Bias

Luca Manzoni, Luca Mariot, Eva Tuba

The use of balanced crossover operators in Genetic Algorithms (GA) ensures that the binary strings generated as offsprings have the same Hamming weight of the parents, a constraint…