Determination of accelerated factors in gradient descent iterations based on Taylor's series

In this paper the efficiency of accelerated gradient descent methods regarding the way of determination of accelerated factor is considered. Due to the previous researches we assert that the use of Taylor's series of posed gradient descent iteration in calculation of accelerated parameter gives...

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Bibliographic Details
Main Authors: Petrović Milena, Kontrec Nataša, Panić Stefan
Format: Article
Language:English
Published: University of Priština - Faculty of Natural Science and Mathematics, Kosovska Mitrovica 2017-01-01
Series:The University Thought: Publication in Natural Sciences
Subjects:
Online Access:http://scindeks-clanci.ceon.rs/data/pdf/1450-7226/2017/1450-72261701041P.pdf