Algorithm convergence
If the Solution does not evolve during X (10? 15? 10% of the total iteration number?) iteration, replace 50% of the population by new random elements.
If the Solution does not evolve during X (10? 15? 10% of the total iteration number?) iteration, replace 50% of the population by new random elements.