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 :
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