Genetic algorithm based on multi-population evolution

Aiming at the problems of single population getting into premature convergence easily,a new multi-population evolutionary algorithm is proposed,using multi-threaded parallel processing methods to achieve the population evolution synchronously.The research results show that this algorithm can overcome the premature convergence effectively.Compared with the simple genetic algorithm,the new algorithm can not only converge rapidly,but also evidently improve convergence efficiency.