Iterative Gradient Descent Methods for Solving Linear Equations
- 作者: Samokhin A.B.1, Samokhina A.S.2, Sklyar A.Y.1, Shestopalov Y.V.1
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隶属关系:
- Russian Technological University MIREA
- Institute of Control Sciences, Russian Academy of Sciences
- 期: 卷 59, 编号 8 (2019)
- 页面: 1267-1274
- 栏目: Article
- URL: https://journal-vniispk.ru/0965-5425/article/view/180736
- DOI: https://doi.org/10.1134/S0965542519080141
- ID: 180736
如何引用文章
详细
The paper presents the results on the use of gradient descent algorithms for constructing iterative methods for solving linear equations. A mathematically rigorous substantiation of the convergence of iterations to the solution of the equations is given. Numerical results demonstrating the efficiency of the modified iterative gradient descent method are presented.
作者简介
A. Samokhin
Russian Technological University MIREA
编辑信件的主要联系方式.
Email: absamokhin@yandex.ru
俄罗斯联邦, Moscow, 119454
A. Samokhina
Institute of Control Sciences, Russian Academy of Sciences
Email: absamokhin@yandex.ru
俄罗斯联邦, Moscow, 117997
A. Sklyar
Russian Technological University MIREA
Email: absamokhin@yandex.ru
俄罗斯联邦, Moscow, 119454
Yu. Shestopalov
Russian Technological University MIREA
Email: absamokhin@yandex.ru
俄罗斯联邦, Moscow, 119454
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