DocumentCode
669405
Title
Stable adaptive Particle Swarm Optimization
Author
Djaneye-Boundjou, Ouboti ; Ordonez, Raul ; Gazi, Veysel
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Dayton, Dayton, OH, USA
fYear
2013
fDate
20-23 Oct. 2013
Firstpage
440
Lastpage
445
Abstract
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.
Keywords
Lyapunov methods; adaptive control; discrete time systems; particle swarm optimisation; stability; Lasalle-Yoshizawa theorem; Lyapunov direct method; discrete-time adaptive control tools; stable adaptive particle swarm optimization; ultimately uniformly bounded error system; Adaptive Control; Lyapunov´s Direct Method; Particle Swarm Optimization (PSO); Stability Analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Automation and Systems (ICCAS), 2013 13th International Conference on
Conference_Location
Gwangju
ISSN
2093-7121
Print_ISBN
978-89-93215-05-2
Type
conf
DOI
10.1109/ICCAS.2013.6703971
Filename
6703971
Link To Document