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JOURNALS // Teoriya Veroyatnostei i ee Primeneniya // Archive

Teor. Veroyatnost. i Primenen., 2022 Volume 67, Issue 4, Pages 672–687 (Mi tvp5476)

On optimal linear regulator with polynomial process of external excitations

E. S. Palamarchukab

a Central Economics and Mathematics Institute of the Russian Academy of Sciences, Moscow, Russia
b National Research University "Higher School of Economics", Moscow

Abstract: A linear control system over an infinite time-horizon is considered, where external excitations are defined as polynomials based on a time-varying Ornstein–Uhlenbeck process. An optimal control law with respect to long-run average type criteria is established. It is shown that the optimal control has the form of a linear feedback law, where the affine term satisfies a backward linear stochastic differential equation. The normalizing functions in the optimality criteria depend on the stability rate of the dynamic equation for the Ornstein–Uhlenbeck process.

Keywords: linear regulator, polynomial process, Ornstein–Uhlenbeck process, pathwise optimality.

PACS: 02.30.Yy 02.50.Fz 05.40.-a

MSC: 60H30 49N10 60G15

Received: 16.01.2021
Revised: 16.04.2022
Accepted: 17.06.2022

DOI: 10.4213/tvp5476


 English version:
Theory of Probability and its Applications, 2022, 67:4, 535–547

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© Steklov Math. Inst. of RAS, 2025