Stable Adaptive Particle Swarm Optimization

Djaneye-Boundjou O., Ordonez R., Gazi V.

13th International Conference on Control, Automation and Systems (ICCAS), Gwangju, Güney Kore, 20 - 23 Ekim 2013, ss.440-445, (Tam Metin Bildiri)

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/iccas.2013.6703971
  • Basıldığı Şehir: Gwangju
  • Basıldığı Ülke: Güney Kore
  • Sayfa Sayıları: ss.440-445
  • Anahtar Kelimeler: Particle Swarm Optimization (PSO), Adaptive Control, Stability Analysis, Lyapunov's Direct Method, CONVERGENCE, STABILITY
  • Yıldız Teknik Üniversitesi Adresli: Hayır

Özet

Using discrete-time adaptive control tools found in literature, we develop an adaptive particle swarm optimizer. We show, using Lyapunov's direct method, that our devised error system is ultimately uniformly bounded, ultimately goes to zero by Lasalle-Yoshizawa theorem, and our optimizer is stable.