DocumentCode
115248
Title
Stability of infinite-horizon optimal control with discounted cost
Author
Postoyan, R. ; Busoniu, L. ; Nesic, D. ; Daafouz, J.
Author_Institution
CRAN, Univ. de Lorraine, Vandœuvre-lès-Nancy, France
fYear
2014
fDate
15-17 Dec. 2014
Firstpage
3903
Lastpage
3908
Abstract
We investigate the stability of general nonlinear discrete-time systems controlled by an optimal sequence of inputs that minimizes an infinite-horizon discounted cost. We first provide conditions under which a global asymptotic stability property is ensured for the corresponding undiscounted problem. We then show that this property is semiglobally and practically preserved in the discounted case, where the adjustable parameter is the discount factor. We then focus on a scenario where the stage cost is bounded and we explain how our framework applies to guarantee stability in this case. Finally, we provide sufficient conditions, including boundedness of the stage cost, under which the value function, which serves as a Lyapunov function for the analysis, is continuous. As already shown in the literature, the continuity of the Lyapunov function is crucial to ensure some nominal robustness for the closed-loop system.
Keywords
Lyapunov methods; asymptotic stability; closed loop systems; discrete time systems; nonlinear systems; optimal control; Lyapunov function; closed loop system; discount factor; general nonlinear discrete time systems; global asymptotic stability; infinite horizon discounted cost; infinite horizon optimal control; optimal sequence; Asymptotic stability; Controllability; Cost function; Lyapunov methods; Optimal control; Robustness; Stability analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location
Los Angeles, CA
Print_ISBN
978-1-4799-7746-8
Type
conf
DOI
10.1109/CDC.2014.7039995
Filename
7039995
Link To Document