Strict dissipativity for discrete time discounted optimal control problems

Lars Grüne*, Matthias A. Müller, Christopher M. Kellett, Steven R. Weller

*Corresponding author for this work

    Research output: Contribution to journalArticlepeer-review

    7 Citations (Scopus)

    Abstract

    The paradigm of discounting future costs is a common feature of economic applications of optimal control. In this paper, we provide several results for such discounted optimal control aimed at replicating the now wellknown results in the standard, undiscounted, setting whereby (strict) dissipa-tivity, turnpike properties, and near-optimality of closed-loop systems using model predictive control are essentially equivalent. To that end, we introduce a notion of discounted strict dissipativity and show that this implies various properties including the existence of available storage functions, required sup-ply functions, and robustness of optimal equilibria. Additionally, for discount factors sufficiently close to one we demonstrate that strict dissipativity implies discounted strict dissipativity and that optimally controlled systems, derived from a discounted cost function, yield practically asymptotically stable equi-libria. Several examples are provided throughout.

    Original languageEnglish
    Pages (from-to)771-796
    Number of pages26
    JournalMathematical Control and Related Fields
    Volume11
    Issue number4
    DOIs
    Publication statusPublished - Dec 2021

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