Title :
Controller design for nonlinear descriptor systems using parallel asynchronous particle swarm optimization
Author :
Tsuge, Y. ; Narikiyo, T. ; Kawanishi, M.
Author_Institution :
Dept. of Inf.-aided Technol., Toyota Technol. Inst., Nagoya, Japan
Abstract :
This paper proposes a control strategy for descriptor non-polynomial systems using parallel asynchronous particle swarm optimization (PAPSO). Basic idea of our approach is to extend the existing approaches for estimating the domain of attraction (DOA) of the non-polynomial systems to synthesis of stabilizing control. To do this we derive the stability conditions for estimating the DOA with input magnitude constraints. From these conditions stabilizing controller is obtained by PAPSO. The proposed strategy can be easily exploited to search for both the stabilizing controller and optimal estimates of DOA. Usefulness and validity are demonstrated by numerical simulations.
Keywords :
control system synthesis; nonlinear control systems; particle swarm optimisation; stability; DOA estimates; PAPSO; controller design; descriptor nonpolynomial systems; domain of attraction; input magnitude constraints; nonlinear descriptor systems; parallel asynchronous particle swarm optimization; stabilizing control synthesis; Direction-of-arrival estimation; Mathematical model; Numerical stability; Polynomials; Stability analysis; Thermal stability;
Conference_Titel :
System Integration (SII), 2014 IEEE/SICE International Symposium on
Conference_Location :
Tokyo
Print_ISBN :
978-1-4799-6942-5
DOI :
10.1109/SII.2014.7028048