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Trudy Instituta Matematiki i Mekhaniki UrO RAN, 2022, Volume 28, Number 3, Pages 259–273
DOI: https://doi.org/10.21538/0134-4889-2022-28-3-259-273
(Mi timm1941)
 

This article is cited in 1 scientific paper (total in 1 paper)

Construction of Discontinuous Piecewise Quadratic Value Functions in a Target Control Problem

I. A. Chistyakova, P. A. Tochilinab

a Lomonosov Moscow State University, Faculty of Computational Mathematics and Cybernetics
b V. A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences, Moscow
Full-text PDF (284 kB) Citations (1)
References:
Abstract: We consider a method for the approximate solution of solvability and control synthesis problems for a nonlinear autonomous system of ordinary differential equations on a fixed time interval. The proposed method is based on the hybridization of equations and passage to equivalent problems for a piecewise linear system. Next, the value function is constructed as an approximate solution of the Hamilton–Jacobi–Bellman equation, and the comparison principle is applied. The solution is chosen from the class of piecewise quadratic functions. To improve the accuracy of the method, the value function is assumed to have discontinuities on certain sets in the state space. We propose a numerical algorithm for feedback control computation and obtain an a priori estimate for the error of reaching the target set for the original nonlinear system.
Keywords: nonlinear dynamics, control synthesis, dynamic programming, comparison principle, linearization, switched system, piecewise quadratic value function.
Funding agency Grant number
Ministry of Science and Higher Education of the Russian Federation 075-15-2022-284
Russian Science Foundation 22-11-00042
The results of sections 1-3 and 6-9 were obtained by the first author with the financial support of the Ministry of Education and Science of the Russian Federation as part of the program of the Moscow Center for Fundamental and Applied Mathematics under the agreement № 075-15-2022-284. The results of sections 4-5 were obtained by the second author with the financial support of the Russian Science Foundation (project № 22-11-00042).
Received: 19.05.2022
Revised: 11.07.2022
Accepted: 18.07.2022
English version:
Proceedings of the Steklov Institute of Mathematics (Supplementary issues), 2022, Volume 319, Issue 1, Pages S98–S111
DOI: https://doi.org/10.1134/S0081543822060098
Bibliographic databases:
Document Type: Article
UDC: 517.977
MSC: 93C10, 49L20, 34A38
Language: Russian
Citation: I. A. Chistyakov, P. A. Tochilin, “Construction of Discontinuous Piecewise Quadratic Value Functions in a Target Control Problem”, Trudy Inst. Mat. i Mekh. UrO RAN, 28, no. 3, 2022, 259–273; Proc. Steklov Inst. Math. (Suppl.), 319, suppl. 1 (2022), S98–S111
Citation in format AMSBIB
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\paper Construction of Discontinuous Piecewise Quadratic Value Functions in a Target Control Problem
\serial Trudy Inst. Mat. i Mekh. UrO RAN
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\vol 28
\issue 3
\pages 259--273
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  • This publication is cited in the following 1 articles:
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