Indefinite linear quadratic optimal control: periodic dissipativity and turnpike properties. Berberich, J., Köhler, J., Allgöwer, F., & Müller, M. A. Viennese Conference on Optimal Control and Dynamic Games, July, 2018. abstract bibtex This talk is about discrete-time indefinite linear quadratic (LQ) optimal control problems in the presence of constraints on states and inputs. In the recent literature, a characterization of the optimal trajectories of LQ-problems was given in terms of strict dissipativity and turnpike properties at steady-states, provided that the stage cost is positive semidefinite. By taking the particular shape of the constraints into account, we show that these results can be generalized to indefinite cost functions and periodic orbits. In particular, sufficient conditions for strict dissipativity with respect to periodic orbits and steady-states in constrained indefinite LQ-problems are discussed. It is shown that the corresponding optimal periodic orbit can be computed explicitly using a non-strict dissipation inequality and is, in many cases, located on the boundary of the constraints. A similar technique is applied to analyze strict dissipativity at steady-states, where some of the arguments simplify. In particular, negative eigenvalues of the cost, the exact shape of the constraints, and the location of the optimal steady-state are highly intertwined and allow for an intuitive geometric interpretation.
@Misc{Berberich2018a,
author = {Berberich, J. and K{\"o}hler, J. and Allg{\"o}wer, F. and M{\"u}ller, M. A.},
title = {Indefinite linear quadratic optimal control: periodic dissipativity and turnpike properties},
howpublished = {Viennese Conference on Optimal Control and Dynamic Games},
month = {July},
year = {2018},
abstract = {This talk is about discrete-time indefinite linear quadratic (LQ)
optimal control problems in the presence of constraints on states
and inputs. In the recent literature, a characterization of the optimal
trajectories of LQ-problems was given in terms of strict dissipativity
and turnpike properties at steady-states, provided that the stage
cost is positive semidefinite. By taking the particular shape of
the constraints into account, we show that these results can be generalized
to indefinite cost functions and periodic orbits. In particular,
sufficient conditions for strict dissipativity with respect to periodic
orbits and steady-states in constrained indefinite LQ-problems are
discussed. It is shown that the corresponding optimal periodic orbit
can be computed explicitly using a non-strict dissipation inequality
and is, in many cases, located on the boundary of the constraints.
A similar technique is applied to analyze strict dissipativity at
steady-states, where some of the arguments simplify. In particular,
negative eigenvalues of the cost, the exact shape of the constraints,
and the location of the optimal steady-state are highly intertwined
and allow for an intuitive geometric interpretation.},
pubtype = {talk},
}
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