研究者情報 | 神奈川大学

リ　カセイ Ri Kasei 李　嘉誠所属神奈川大学情報学部システム数理学科職種助教
言語種別	英語
発行・発表の年月	2021/09
形態種別	学術雑誌
査読	査読あり
標題	An Improved Clustering-Based Harmony Search Algorithm (IC-HS)
執筆形態	共著
掲載誌名	Proceedings of SAI Intelligent Systems Conference
掲載区分	国外
出版社・発行元	Springer
巻・号・頁	pp.115-124
著者・共著者	Yang Zhang, Jiacheng Li, Lei Li
概要	Due to its easy operation and good performance in solving global optimization problems, a new optimization algorithm named harmony search algorithm has attracted the attention of researchers and has been widely used in many optimization fields. However, the traditional harmony algorithm has some defects, for instance, in the process of optimization, the randomness is too high, which makes it easy to fall into local optimization, and the optimization speed and efficiency are greatly reduced. In order to overcome the defect, we propose a harmony search algorithm based on clustering method in this paper, which makes the distribution of initial value more average and appropriately reduces the randomness of the traditional algorithm.