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, cilt.36, sa.7, ss.10640-10648, 2009 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 36 Sayı: 7
  • Basım Tarihi: 2009
  • Doi Numarası: 10.1016/j.eswa.2009.02.051
  • Dergi Adı: EXPERT SYSTEMS WITH APPLICATIONS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.10640-10648
  • Çukurova Üniversitesi Adresli: Evet

Özet

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).