Analysis of particle swarm optimization based on discrete time linear system theory

Particle swarm optimization (PSO) is a new evolutionary computation method. Analysis of the evolutionary trajectories and the convergence properties of PSO are presented based on the discrete time linear system theory, and the conditions for choosing the parameters are given.