TY - JOUR
T1 - Strict dissipativity for discrete time discounted optimal control problems
AU - Grüne, Lars
AU - Müller, Matthias A.
AU - Kellett, Christopher M.
AU - Weller, Steven R.
N1 - Publisher Copyright:
© 2021, American Institute of Mathematical Sciences. All rights reserved.
PY - 2021/12
Y1 - 2021/12
N2 - 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.
AB - 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.
KW - Discounting
KW - Dissipativity
KW - Optimal control
UR - http://www.scopus.com/inward/record.url?scp=85120830698&partnerID=8YFLogxK
U2 - 10.3934/MCRF.2020046
DO - 10.3934/MCRF.2020046
M3 - Article
SN - 2156-8472
VL - 11
SP - 771
EP - 796
JO - Mathematical Control and Related Fields
JF - Mathematical Control and Related Fields
IS - 4
ER -