Title :
Near optimal linear quadratic regulator for a singularly perturbed linear stochastic system with multiplicative white noise perturbations and Markovian jumping
Author :
Vasile Dragan;Hiroaki Mukaidani
Author_Institution :
Institute of Mathematics of the Romanian Academy, P.O.Box 1-764, RO-014700, Romania
Abstract :
We study the optimal control of a class of singularly perturbed linear stochastic systems (SPLSS) with Markovian jumping parameters. After establishing an asymptotic structure for the stabilizing solution of the coupled stochastic algebraic Riccati equations (CSAREs), a parameter-independent composite controller is derived. Furthermore, the cost degradation in a reduced-order controller is also discussed.
Keywords :
"Stochastic systems","Markov processes","Optimal control","Riccati equations","Degradation","Regulators","White noise"
Conference_Titel :
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
DOI :
10.1109/CDC.2015.7403459