A three-term conjugate gradient method under the strong-Wolfe line search

Mustafa, Mamat and Khadijah, W. and Rivaie, M (2017) A three-term conjugate gradient method under the strong-Wolfe line search. In: 4th National Symposium on Mathematical Sciences: Mathematical Sciences Exploration for the Universal Preservation,, 27-29 September 2016, Primula Beach Hotel Kuala Terengganu.

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Abstract

Recently, numerous studies have been concerned in conjugate gradient methods for solving large-scale unconstrained optimization method. In this paper, a three-term conjugate gradient method is proposed for unconstrained optimization which always satisfies sufficient descent direction and namely as Three-Term Rivaie-Mustafa-Ismail-Leong (TTRMIL). Under standard conditions, TTRMIL method is proved to be globally convergent under strong-Wolfe line search. Finally, numerical results are provided for the purpose of comparison.

Item Type: Conference or Workshop Item (Paper)
Subjects: Q Science > Q Science (General)
Q Science > QA Mathematics
Divisions: Faculty of Informatics & Computing
Depositing User: Muhammad Akmal Azhar
Date Deposited: 17 Nov 2020 07:45
Last Modified: 17 Nov 2020 07:45
URI: http://eprints.unisza.edu.my/id/eprint/1532

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