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JOURNALS // Vestnik Tomskogo Gosudarstvennogo Universiteta. Matematika i Mekhanika // Archive

Vestn. Tomsk. Gos. Univ. Mat. Mekh., 2024 Number 87, Pages 22–33 (Mi vtgu1053)

MATHEMATICS

Minimization of a smooth function on the boundary of an outer generalized spherical segment

A. M. Dulliev

Kazan National Research Technical University named after A.N. Tupolev – KAI, Kazan, Russian Federation

Abstract: We consider the problem of minimizing a smooth function on the boundary of the so-called external generalized segment of a sphere, which is constructed in a certain way from a sphere and a convex solid cone with a vertex lying outside the corresponding closed ball. A modification of the gradient projection method is proposed and its convergence to the stationary point of the problem is substantiated.

Keywords: nonconvex optimization, descent method, spherical segment, gradient projection algorithms.

UDC: 519.853.6, 519.853.4

MSC: 90C30, 65K05

Received: 02.10.2022
Accepted: February 12, 2024

DOI: 10.17223/19988621/87/3



© Steklov Math. Inst. of RAS, 2024