“…The related work includes modifying the updating formula, introducing new operator into PSO, and developing hybrid PSO algorithm [21]. Currently, chaos PSO algorithm, genetic PSO algorithm, immune PSO algorithm in adaptive, and bee evolutionary PSO algorithm are studied to improve the diversity of particle population and guide directions to research [22,23]. With the continuous improvement, PSO algorithm has been used in many fields because of its simple concept, easy implementation, few parameters to tune, and excellent optimization ability.…”