STRICT DISSIPATIVITY FOR DISCRETE TIME DISCOUNTED OPTIMAL CONTROL PROBLEMS

被引:6
作者
Gruene, Lars [1 ]
Mueller, Matthias A. [2 ]
Kellett, Christopher M. [3 ]
Weller, Steven R. [4 ]
机构
[1] Univ Bayreuth, Math Inst, D-95440 Bayreuth, Germany
[2] Leibniz Univ Hannover, Inst Automat Control, D-30167 Hannover, Germany
[3] Australian Natl Univ, Res Sch Elect Energy & Mat Engn, Canberra, ACT 2600, Australia
[4] Univ Newcastle, Sch Elect Engn & Comp, Callaghan, NSW 2308, Australia
基金
澳大利亚研究理事会;
关键词
Dissipativity; optimal control; discounting; HORIZON OPTIMAL-CONTROL; TURNPIKE; STABILIZATION; STABILITY; MODEL; FEEDBACK; SYSTEMS; GROWTH;
D O I
10.3934/mcrf.2020046
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
(Communicated by Trelat) 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) dissipativity, 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 supply 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 equilibria. Several examples are provided throughout.
引用
收藏
页码:771 / 796
页数:26
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