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JOURNALS // Zhurnal Vychislitel'noi Matematiki i Matematicheskoi Fiziki // Archive

Zh. Vychisl. Mat. Mat. Fiz., 2011 Volume 51, Number 9, Pages 1616–1629 (Mi zvmmf9539)

This article is cited in 20 papers

On the convergence of the conditional gradient method in distributed optimization problems

A. V. Chernov

Nizhni Novgorod State University, pr. Gagarina 23, Nizhni Novgorod, 603950 Russia

Abstract: A theorem is stated on sufficient conditions for the convergence of the conditional gradient method as applied to the optimization of a nonlinear controlled functional–operator equation in a Banach ideal space. The theory is illustrated by application to the controlled Goursat–Darboux problem.

Key words: nonlinear controlled functional–operator equation, optimization problems, conditional gradient method, sufficient conditions for convergence.

UDC: 519.626

Received: 19.01.2011


 English version:
Computational Mathematics and Mathematical Physics, 2011, 51:9, 1510–1523

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© Steklov Math. Inst. of RAS, 2024