Improving K-means clustering with enhanced Firefly Algorithms

In this research, we propose two variants of the Firefly Algorithm (FA), namely inward intensified exploration FA (IIEFA) and compound intensified exploration FA (CIEFA), for undertaking the obstinate problems of initialization sensitivity and local optima traps of the K-means clustering model. To e...

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Vydané v:	Applied soft computing Ročník 84; s. 105763
Hlavní autori:	Xie, Hailun, Zhang, Li, Lim, Chee Peng, Yu, Yonghong, Liu, Chengyu, Liu, Han, Walters, Julie
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.11.2019
Predmet:	Data clustering Firefly Algorithm K-means clustering Swarm intelligence algorithm Firefly Algorithm Swarm intelligence algorithm K-means clustering Data clustering
ISSN:	1568-4946, 1872-9681
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