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JOURNALS // Bulletin of Irkutsk State University. Series Mathematics // Archive

Bulletin of Irkutsk State University. Series Mathematics, 2024 Volume 48, Pages 21–33 (Mi iigum562)

Dynamic systems and optimal control

Parametric transformation of a quadratic functional in a linear control system

Vladimir A. Srochkoa, Elena V. Aksenyushkinab

a Irkutsk State University, Irkutsk, Russian Federation
b Baikal State University, Irkutsk, Russian Federation

Abstract: A linear-quadratic problem on a set of piecewise linear controls is considered. The control quality criterion is determined by indefinite matrices and contains control parameters for quadratic forms. A procedure for searching parameters based on the problem of minimizing the condition function of a general matrix of quadratic form with a restriction in the form of the condition of its sign definiteness. As a result of such regularization, the initial objective function acquires the property of strong convexity or concavity with all the positive consequences in terms of the effective solution of the corresponding optimization problems. An illustrative example is given that demonstrates the analytical solution of a parametric problem.

Keywords: linear-quadratic problem with parameters, spectral condition number, optimization of parameters.

UDC: 517.977

MSC: 49J15, 49M25

Received: 11.01.2024
Revised: 08.02.2024
Accepted: 26.02.2024

DOI: 10.26516/1997-7670.2024.48.21



© Steklov Math. Inst. of RAS, 2026