Stochastic Stability Analysis of the Particle Dynamics in the PSO Algorithm

Gazi V.

IEEE International Conference on Control Applications (CCA) Part of 6th IEEE Multi-Conference on Systems and Control (IEEE MSC), Dubrovnik, Hırvatistan, 3 - 05 Ekim 2012, ss.708-713 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/isic.2012.6398264
  • Basıldığı Şehir: Dubrovnik
  • Basıldığı Ülke: Hırvatistan
  • Sayfa Sayıları: ss.708-713
  • Yıldız Teknik Üniversitesi Adresli: Evet

Özet

In this article we analyze the stability of the particle dynamics in the Particle Swarm Optimization algorithm using tools from the nonlinear control systems literature including positive realness and stability of stochastic systems.