Clustering within quantum mechanical framework

Demir G.

PATTERN RECOGNITION AND MACHINE INTELLIGENCE, PROCEEDINGS, cilt.3776, ss.182-187, 2005 (SCI-Expanded) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 3776
  • Basım Tarihi: 2005
  • Dergi Adı: PATTERN RECOGNITION AND MACHINE INTELLIGENCE, PROCEEDINGS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED)
  • Sayfa Sayıları: ss.182-187
  • Dokuz Eylül Üniversitesi Adresli: Evet

Özet

We study clustering problem within quantum mechanical framework by utilizing the Schroedinger equation written for the lowest energy state. We extend the analysis of Horn and Gottlieb [1] by providing an explicit discussion of probability distribution within full quantum mechanical context and examine the clustering performances for various probability distribution functions with numerical experiments.