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

Abstract

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.