The particle swarm optimization (PSO) algorithm is a intelligence (SI) used to solve problems. Owing its advantages in simplicity, using only few parameters, PSO has become one of the most popular algorithms. However, single structure leads challenges finding appropriate optima, resulting low convergence accuracy. To defects PSO, it necessary increase diversity populations involved as well enha...