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...

Full description

Bibliographic Details

Published in:	Applied soft computing Vol. 84; p. 105763
Main Authors:	Xie, Hailun, Zhang, Li, Lim, Chee Peng, Yu, Yonghong, Liu, Chengyu, Liu, Han, Walters, Julie
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.11.2019
Subjects:	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
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!