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JOURNALS // Avtomatika i Telemekhanika // Archive

Avtomat. i Telemekh., 2022 Issue 10, Pages 122–133 (Mi at16056)

Topical issue

Modification of the confidence bar algorithm based on approximations of the main diagonal of the Hessian matrix for solving optimal control problems

A. Yu. Gornov, A. S. Anikin, T. S. Zarodnyuk, P. S. Sorokovikov

Matrosov Institute for System Dynamics and Control Theory, Siberian Branch, Russian Academy of Sciences, Irkutsk, 664033 Russia

Abstract: The paper proposes an approach to the study of the standard optimal control problem based on the use of reduction to a finite-dimensional optimization problem with subsequent use of approximation of the main diagonal of the Hessian. The results of computational experiments on solving auxiliary optimization problems for separable, quasiseparable, and Rosenbrock–Skokov functions are presented.

Keywords: confidence bar algorithm, quasiseparable function, Hessian matrix, optimal control problem.

Presented by the member of Editorial Board: A. A. Lazarev

Received: 01.02.2022
Revised: 19.04.2022
Accepted: 29.06.2022

DOI: 10.31857/S0005231022100117


 English version:
Automation and Remote Control, 2022, 83:10, 1590–1599


© Steklov Math. Inst. of RAS, 2025