A Modified Dai–Liao Conjugate Gradient Method with a New Parameter for Solving Image Restoration Problems
Joint Authors
Lu, Junyu
Li, Yong
Pham, Hongtruong
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-09-18
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
One adaptive choice for the parameter of the Dai–Liao conjugate gradient method is suggested in this paper, which is obtained with modified quasi–Newton equation.
So we get a modified Dai–Liao conjugate gradient method.
Some interesting features of the proposed method are introduced: (i) The value of parameter t of the modified Dai–Liao conjugate gradient method takes both the gradient and function value information.
(ii) We establish the global convergence property of the modified Dai–Liao conjugate gradient method under some suitable assumptions.
(iii) Numerical results show that the modified DL method is effective in practical computation and the image restoration problems.
American Psychological Association (APA)
Lu, Junyu& Li, Yong& Pham, Hongtruong. 2020. A Modified Dai–Liao Conjugate Gradient Method with a New Parameter for Solving Image Restoration Problems. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1196644
Modern Language Association (MLA)
Lu, Junyu…[et al.]. A Modified Dai–Liao Conjugate Gradient Method with a New Parameter for Solving Image Restoration Problems. Mathematical Problems in Engineering No. 2020 (2020), pp.1-13.
https://search.emarefa.net/detail/BIM-1196644
American Medical Association (AMA)
Lu, Junyu& Li, Yong& Pham, Hongtruong. A Modified Dai–Liao Conjugate Gradient Method with a New Parameter for Solving Image Restoration Problems. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1196644
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1196644