The Lipschitz Properties of the Value Function and the Solution Map to a Parametric Discrete Optimal Control Problem

Motivated by the works of Toan and Kien ( J. Nonlinear Convex Anal. 12 :635–650, 2011 ) and Thuy and Toan ( Acta Math. Vietnam. 43 :175–199, 2018 ) on the stability and the solution sensitivity in parametric discrete optimal control problems, this paper is devoted to the study of the Lipschitz prope...

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Veröffentlicht in:Acta mathematica vietnamica 2020-06, Vol.45 (2), p.365-382
Hauptverfasser: Toan, Nguyen Thi, Thuy, Le Quang
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description Motivated by the works of Toan and Kien ( J. Nonlinear Convex Anal. 12 :635–650, 2011 ) and Thuy and Toan ( Acta Math. Vietnam. 43 :175–199, 2018 ) on the stability and the solution sensitivity in parametric discrete optimal control problems, this paper is devoted to the study of the Lipschitz property of the value function and the Aubin property of the solution map to a parametric dynamic programming problem with linear constraints. By establishing abstract results on the Lipschitz property of the value function to a parametric programming and the Aubin property of the solution map to a parametric variational inequality, we obtain the Lipschitz property of the value function and the Aubin property of the solution map to a parametric discrete optimal control problem.
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subjects Control stability
Dynamic programming
Mathematics
Mathematics and Statistics
Optimal control
Parameter sensitivity
title The Lipschitz Properties of the Value Function and the Solution Map to a Parametric Discrete Optimal Control Problem
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