Cover Image

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

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 T...

Full description

Saved in:
Bibliographic Details
Main Authors: Mustafa, Mamat, Khadijah, W., Rivaie, M
Format: Conference or Workshop Item
Language:English
Published: 2017
Subjects:
Q Science (General)
QA Mathematics
Online Access:http://eprints.unisza.edu.my/1532/1/FH03-FIK-17-09948.jpg
http://eprints.unisza.edu.my/1532/
Tags: Add Tag
No Tags, Be the first to tag this record!
id my-unisza-ir.1532
record_format eprints
spelling my-unisza-ir.15322020-11-17T07:45:08Z http://eprints.unisza.edu.my/1532/ A three-term conjugate gradient method under the strong-Wolfe line search Mustafa, Mamat Khadijah, W. Rivaie, M Q Science (General) QA Mathematics 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. 2017 Conference or Workshop Item NonPeerReviewed image en http://eprints.unisza.edu.my/1532/1/FH03-FIK-17-09948.jpg 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.
institution Universiti Sultan Zainal Abidin
building UNISZA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Sultan Zainal Abidin
content_source UNISZA Institutional Repository
url_provider https://eprints.unisza.edu.my/
language English
topic Q Science (General)
QA Mathematics
spellingShingle Q Science (General)
QA Mathematics
Mustafa, Mamat
Khadijah, W.
Rivaie, M
A three-term conjugate gradient method under the strong-Wolfe line search
description 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.
format Conference or Workshop Item
author Mustafa, Mamat
Khadijah, W.
Rivaie, M
author_facet Mustafa, Mamat
Khadijah, W.
Rivaie, M
author_sort Mustafa, Mamat
title A three-term conjugate gradient method under the strong-Wolfe line search
title_short A three-term conjugate gradient method under the strong-Wolfe line search
title_full A three-term conjugate gradient method under the strong-Wolfe line search
title_fullStr A three-term conjugate gradient method under the strong-Wolfe line search
title_full_unstemmed A three-term conjugate gradient method under the strong-Wolfe line search
title_sort three-term conjugate gradient method under the strong-wolfe line search
publishDate 2017
url http://eprints.unisza.edu.my/1532/1/FH03-FIK-17-09948.jpg
http://eprints.unisza.edu.my/1532/
_version_ 1684657713903042560
score 13.214268

Similar Items