The parents were selected based on the roulette method using the fitness score as a weight of the individuals. The random and elitism operators involve generating catalysts solely based on random numbers and preserving top-performing catalysts, respectively. Twelve children, two mutants, two randoms, and four elites, in total 20 catalysts, constitute the next generation.