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JOURNALS // Izvestiya Vysshikh Uchebnykh Zavedenii. Matematika // Archive

Izv. Vyssh. Uchebn. Zaved. Mat., 2026 Number 2, Pages 38–48 (Mi ivm10156)

Convergence rate estimates for an iteratively regularized gradient method with an a-posteriori stopping rule

M. M. Kokurin

Mari State University, 1 Lenin sqr., Yoshkar-Ola, 424000 Russia

Abstract: We study an iteratively regularized gradient method with an a-posteriori stopping rule for solving nonlinear irregular operator equations in Hilbert spaces. An accuracy estimate in terms of the error level of input data for this method is established. We assume that the desired solution satisfies a sourcewise condition, and we use no structural conditions on the operator of the problem.

Keywords: iteratively regularized gradient method, nonlinear operator equation, accuracy estimate, a-posteriori stopping rule.

UDC: 517.988

Received: 26.08.2024
Revised: 26.08.2024
Accepted: 18.12.2024

DOI: 10.26907/0021-3446-2026-2-38-48



© Steklov Math. Inst. of RAS, 2026