• 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