Gradient Method with Step Adaptation

Gradient Method with Step Adaptation

The paper solves the problem of constructing step adjustment algorithms for a gradient method based on the principle of the steepest descent. The expansion of the step adjustment principle, its formalization and parameterization led the researchers to gradient-type methods with incomplete relaxation...

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Bibliographic Details
Main Authors: Vladimir Krutikov, Elena Tovbis, Svetlana Gutova, Ivan Rozhnov, Lev Kazakovtsev
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Mathematics
Subjects:
minimization method
relaxation
gradient method
step adaptation
convergence rate
Online Access:https://www.mdpi.com/2227-7390/13/1/61
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