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, Croatia, 3 - 05 October 2012, pp.708-713 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1109/isic.2012.6398264
  • City: Dubrovnik
  • Country: Croatia
  • Page Numbers: pp.708-713
  • Yıldız Technical University Affiliated: Yes


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.