A Note on Particle Swarm Optimization: An integrated and theoretical approach

Abstract

In this paper, a general and integrated form is proposed for the different kinds of particle swarm optimization. Also, some related theoretical results are given, including a convergence theorem for the random selection case and a lemma on probability percentile. To compare different PSO algorithms in effectiveness and efficiency, we propose three comparison indexes of universal standard.