عنوان المقالة: AN EFFICIENT PRP-HRM HYBRID CONJUGATE GRADIENT METHO D FOR SOLVING UNCONSTRAINED OPTIMIZATION
محمد احمد حموده | Mohamed Ahmed Hamoda | 19956
- Publication Type
- Journal
- Arabic Authors
- English Authors
- Mohamed Ahmed Hamoda, Mohd Rivaie, Mustafa Mamat
- Abstract
- The hybrid conjugate gradient methodsare combinations of different conjugate gradient (CG) algorithms to give better performance. This paper develops a new hybrid method of conjugate gradient type,satisfies the sufficient descent condition under the exact line search conditions and becomes globally convergent. Preliminary numerical experiments are tested on a set of unconstrained optimization test problems. The resultsof comparisons showthe computational efficiency of the developed hybrid method by solving selected large-scale benchmark test functions againstsome known algorithmsin the sense of Dolan–More performance profile.
- Publication Date
- 12/31/2019
- Publisher
- Journal of Humanities and Applied Science
- Volume No
- Issue No
- 32
- Pages
- 99-114
- File Link
- تحميل (0 مرات التحميل)
- Keywords
- Exact line search, Hybrid Conjugate gradient, sufficient descent condition, Global convergence