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Zhurnal Vychislitel'noi Matematiki i Matematicheskoi Fiziki, 1990, Volume 30, Number 7, Pages 997–1007
(Mi zvmmf3229)
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This article is cited in 6 scientific papers (total in 6 papers)
Convergence properties of the gradient method under conditions of variable-level inference
S. K. Zavriev Moscow
Abstract:
The method of steepest gradient descent is considered on the assumption that the values of the objective function and its gradients are computed inaccurately. The limit set of the trajectories of the method is determined. For some types of noise this set cannot be made smaller for any problem of the class under consideration.
Received: 20.02.1989 Revised: 07.12.1989
Citation:
S. K. Zavriev, “Convergence properties of the gradient method under conditions of variable-level inference”, Zh. Vychisl. Mat. Mat. Fiz., 30:7 (1990), 997–1007; U.S.S.R. Comput. Math. Math. Phys., 30:4 (1990), 24–32
Linking options:
https://www.mathnet.ru/eng/zvmmf3229 https://www.mathnet.ru/eng/zvmmf/v30/i7/p997
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