عنوان المقالة:A comparative study of three new conjugate gradient methods with exact line search
محمد احمد حموده | Mohamed Ahmed Hamoda | 19956
- Publication Type
- Journal
- Arabic Authors
- Mohamed Hamodaa, Mohd Rivaieb, Abdelrhaman Absharc, Mustafa Mamatd
- Abstract
- Conjugate Gradient methods play an important role in solving unconstrained optimization, especially for large scale problems. In this paper, we compared the performance profile of the classical conjugate gradient coefficients FR, PRP with three new Ek . These three new Ek possess global convergence properties using the exact line search. Preliminary numerical results show that the three new Ek are very promising and efficient when compared to CG coefficients FR, PRP.
- Publication Date
- 10/22/2015
- Publisher
- AIP Conference Proceedings
- Volume No
- 1682
- DOI
- https://doi.org/10.1063/1.4932439
- File Link
- تحميل (627 مرات التحميل)
- External Link
- http://scitation.aip.org/content/aip/proceeding/aipcp/10.1063/1.4932439
- Keywords
- Conjugate gradient method, exact line search, global convergence, large scale, unconstrained optimiz