Abstract: Inspired by the model of small-world networks, a novel particle swarm optimizer （PSO） with dynamic topology is proposed, which mimics the information transferring style of small-world networks by remembering and updating individual particle＇s neighborhood

Key words: Particle swarm algorithm, Small-world network, Topology, Multimodal function