Scientific Research and Essays

  • Abbreviation: Sci. Res. Essays
  • Language: English
  • ISSN: 1992-2248
  • DOI: 10.5897/SRE
  • Start Year: 2006
  • Published Articles: 2758

Full Length Research Paper

Fuzzy clustering with artificial bee colony algorithm

Dervis Karaboga and Celal Ozturk*
Department of Computer Engineering, Faculty of Engineering, Erciyes University, Kayseri, Turkey.
Email: : [email protected]

  •  Accepted: 23 June 2010
  •  Published: 18 July 2010

Abstract

In this work, performance of the Artificial Bee Colony Algorithm which is a recently proposed algorithm, has been tested on fuzzy clustering. We applied the Artificial Bee Colony (ABC) Algorithm fuzzy clustering to classify different data sets; Cancer, Diabetes and Heart from UCI database, a collection of classification benchmark problems. The results indicate that the performance of Artificial Bee Colony Optimization Algorithm is successful in fuzzy clustering.

 

Key words: ABC Algorithm, classification, fuzzy clustering.