Stable adaptive Particle Swarm Optimization
Ouboti Djaneye-Boundjou, Raúl Ordóñez, Veysel Gazi · 2013
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.