Modified Three-Term Conjugate Gradient Method and Its Applications
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-04-17
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
We propose a modified three-term conjugate gradient method with the Armijo line search for solving unconstrained optimization problems.
The proposed method possesses the sufficient descent property.
Under mild assumptions, the global convergence property of the proposed method with the Armijo line search is proved.
Due to simplicity, low storage, and nice convergence properties, the proposed method is used to solve M-tensor systems and a kind of nonsmooth optimization problems with l1-norm.
Finally, the given numerical experiments show the efficiency of the proposed method.
American Psychological Association (APA)
Liu, Jiankun& Du, Shouqiang. 2019. Modified Three-Term Conjugate Gradient Method and Its Applications. Mathematical Problems in Engineering،Vol. 2019, no. 2019, pp.1-9.
https://search.emarefa.net/detail/BIM-1196304
Modern Language Association (MLA)
Liu, Jiankun& Du, Shouqiang. Modified Three-Term Conjugate Gradient Method and Its Applications. Mathematical Problems in Engineering No. 2019 (2019), pp.1-9.
https://search.emarefa.net/detail/BIM-1196304
American Medical Association (AMA)
Liu, Jiankun& Du, Shouqiang. Modified Three-Term Conjugate Gradient Method and Its Applications. Mathematical Problems in Engineering. 2019. Vol. 2019, no. 2019, pp.1-9.
https://search.emarefa.net/detail/BIM-1196304
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1196304