On an iterative method for solving optimal control problems for an elliptic type system

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Abstract

An important class of applied problems is that of optimal control of some objects’ state. It is required to select control actions in such a way as to achieve desired effect. We deal with distributed systems, since their state is described by a partial differential equation. In this paper we study an iterative process for solving the problem of optimal control for an elliptic type system. Similar problem arises during the control of thermal processes. The quality of system state control is estimated by a given quality functional defined on the solution of the Dirichlet problem for an elliptic equation. One of the most important classes of thermal process control problems is temperature control, which means maintaining given temperature in the computational domain due to certain thermal effects. Here, a distributed internal heat source acts as a control. In the paper, we study statement correctness of the optimal control problem with a regularized functional. More precisely, we examine control problem for a system described by an elliptic type equation and formulate its optimality condition in the form of a system of equations for initial and conjugate states. An iterative method is proposed for solving the optimal control problem of an elliptic type system. Convergence of the iterative process is studied, and the rate of convergence is estimated.

About the authors

Mahmut E. Fairuzov

Bashkir State University

Email: fairuzovme@mail.ru
ORCID iD: 0000-0002-9118-660X

Ph.D. (Phys.-Math.), Associate Professor, Department of Information Technology and Computer Mathematics

Russian Federation, 32 Zaki Validi St., Ufa 450076, Russia

Fedor V. Lubyshev

Bashkir State University

Author for correspondence.
Email: maxam721@mail.ru
ORCID iD: 0000-0002-3279-4293

Dr.Sci. (Phys.-Math.), Professor, Department of Information Technology and Computer Mathematics

Russian Federation, 32 Zaki Validi St., Ufa 450076, Russia

References

  1. J. L. Lions, Controle optimal do systemes gouvernes par des equations aux derivees partielles, Dunod, Gauthier-Villars, Paris, 1968, 426 p.
  2. V. G. Litvinov, [Optimization in elliptic boundary value problems with applications to mechanics], Nauka, Moscow, 1987 (In Russ.), 368 p.
  3. F. P. Vasil’ev, [Optimization methods], Faktorial Press, Moscow, 2002 (In Russ.), 824 p.
  4. F. V. Lubyshev, [Difference approximations of optimal control problems for systems described by partial differential equations], BashGU, Ufa, 1999 (In Russ.).
  5. V. P. Mikhaylov, [Partial Differential Equations], Nauka Publ., Moscow, 1976 (In Russ.), 391 p.
  6. O. A. Ladyzhenskaya, [Boundary value problems of mathematical physics], Nauka Publ., Moscow, 1973 (In Russ.), 408 p.

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Copyright (c) 2022 Fairuzov M.E., Lubyshev F.V.

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