研究者情報 | 神奈川大学

ノト　マサト Noto Masato 能登　正人所属神奈川大学情報学部システム数理学科神奈川大学大学院工学研究科工学専攻（電気電子情報工学領域）職種教授
言語種別	英語
発行・発表の年月	2016/10
形態種別	学術雑誌
査読	査読あり
標題	Distance Based Multiple Swarms Formation Method in Particle Swarm Optimization
執筆形態	共著
掲載誌名	Proc. of The 2016 IEEE International Conference on Systems, Man, and Cybernetics
掲載区分	国外
巻・号・頁	pp.1573-1578
著者・共著者	J. Tsuji, M. Noto
概要	In this paper, we propose a new type of PSO that forms swarms according to distances between particles, with the aim of addressing this local optima issue. Forming swarms in this way makes it possible for each particle to search the region of its own periphery in detail. The results of performance evaluation experiments using computer simulation verified that this method is less likely to get trapped in a local solution compared with conventional PSO.