To improve the premature convergence and poor global search capability of the classical particle swarm algorithm(PSO). this paper proposes a novel elite guidance-based social learning particle swarm optimization (ESLPSO) algorithm. In the ESLPSO algorithm. a hierarchical topological search method is proposed. https://www.excellentphoto.shop/product-category/adapters-2/