Swarm optimized organizing map (SWOM): A swarm intelligence based optimization of self-organizing map

Ozcift A., KAYA M., GÜLTEN A., Karabulut M.

EXPERT SYSTEMS WITH APPLICATIONS, vol.36, no.7, pp.10640-10648, 2009 (SCI-Expanded) identifier identifier

  • Publication Type: Article / Article
  • Volume: 36 Issue: 7
  • Publication Date: 2009
  • Doi Number: 10.1016/j.eswa.2009.02.051
  • Journal Name: EXPERT SYSTEMS WITH APPLICATIONS
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Page Numbers: pp.10640-10648
  • Çukurova University Affiliated: Yes

Abstract

This work studies the optimization of SOM algorithm in terms of reducing its training time by the use of a swarm intelligence method, i.e. particle swarm optimization (PSO).