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Trudy Instituta Matematiki i Mekhaniki UrO RAN, 2019, Volume 25, Number 1, Pages 229–244
DOI: https://doi.org/10.21538/0134-4889-2019-25-1-229-244
(Mi timm1613)
 

This article is cited in 2 scientific papers (total in 2 papers)

On a class of problems of optimal impulse control for a continuity equation

M. V. Staritsyn, N. I. Pogodaev

Matrosov Institute for System Dynamics and Control Theory of Siberian Branch of Russian Academy of Sciences, Irkutsk
Full-text PDF (285 kB) Citations (2)
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Abstract: We consider an impulse control problem for a special class of distributed dynamical systems. Such systems result from a relaxation (extension of the set of control processes) of a continuity equation driven by a vector field affine in the control, when there are only integral constraints on the input signals. Problems of this kind appear in the theory of ensemble control and control of multi-agent systems and systems with uncertain initial data. Prior to relaxation, the states of the system may be arbitrarily close to discontinuous curves in the space of probability measures, which leads to the unsolvability of the corresponding extremal problem. The relaxation produces a well-posed optimal control problem for generalized solutions of the continuity equation, which are measure-valued curves with bounded variation. Generalized solutions are described by means of a discontinuous time change in the trajectories of the characteristic system. Some function-theoretic properties of these solutions are studied, and their representation in terms of measure differential equations is obtained. The main result is a necessary optimality condition in the form of the maximum principle for the relaxed problem. Finally, we discuss the possibilities of applying the results for the development of numerical algorithms.
Keywords: multi-agent systems, continuity equation, impulse-trajectory relaxation, ensemble control, impulse control, optimal control, maximum principle, numerical algorithms for optimal control.
Funding agency Grant number
Russian Foundation for Basic Research 18-31-20030
18-01-00026
This work was supported by the Russian Foundation for Basic Research (projects no. 18-31-20030, no. 18-01-00026).
Received: 15.12.2018
Revised: 05.02.2019
Accepted: 11.02.2019
Bibliographic databases:
Document Type: Article
UDC: 517.977.5
MSC: 93C10, 93C23
Language: Russian
Citation: M. V. Staritsyn, N. I. Pogodaev, “On a class of problems of optimal impulse control for a continuity equation”, Trudy Inst. Mat. i Mekh. UrO RAN, 25, no. 1, 2019, 229–244
Citation in format AMSBIB
\Bibitem{StaPog19}
\by M.~V.~Staritsyn, N.~I.~Pogodaev
\paper On a class of problems of optimal impulse control for a continuity equation
\serial Trudy Inst. Mat. i Mekh. UrO RAN
\yr 2019
\vol 25
\issue 1
\pages 229--244
\mathnet{http://mi.mathnet.ru/timm1613}
\crossref{https://doi.org/10.21538/0134-4889-2019-25-1-229-244}
\elib{https://elibrary.ru/item.asp?id=37051108}
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  • This publication is cited in the following 2 articles:
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    Trudy Instituta Matematiki i Mekhaniki UrO RAN
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    Full-text PDF :48
    References:31
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