Optimal cluster analysis using hybrid K-Means and Ant Lion Optimizer

K-Means is a popular cluster analysis method which aims to partition a number of data points into K clusters. It has been successfully applied to a number of problems. However, the efficiency of K-Means depends on its initialization of cluster centers. Different swarm intelligence techniques are app...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Karbala International Journal of Modern Science Jg. 4; H. 4; S. 347 - 360
Hauptverfasser:	Majhi, Santosh Kumar, Biswal, Shubhra
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.12.2018
Schlagworte:	Ant Lion Optimization Clustering K-Means Statistical analysis Stochastic global optimization model Stochastic global optimization model Statistical analysis Clustering K-Means Ant Lion Optimization
ISSN:	2405-609X
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!