KMS Of Academy of mathematics and systems sciences, CAS
| A nonlinear conjugate gradient method with a strong global convergence property | |
| Dai, YH; Yuan, Y | |
| 1999-11-29 | |
| Source Publication | SIAM JOURNAL ON OPTIMIZATION
 |
| ISSN | 1052-6234 |
| Volume | 10Issue:1Pages:177-182 |
| Abstract | Conjugate gradient methods are widely used for unconstrained optimization, especially large scale problems. The strong Wolfe conditions are usually used in the analyses and implementations of conjugate gradient methods. This paper presents a new version of the conjugate gradient method, which converges globally, provided the line search satisfies the standard Wolfe conditions. The conditions on the objective function are also weak, being similar to those required by the Zoutendijk condition. |
| Keyword | unconstrained optimization new conjugate gradient method Wolfe conditions global convergence |
| Language | 英语 |
| WOS Research Area | Mathematics |
| WOS Subject | Mathematics, Applied |
| WOS ID | WOS:000084703500011 |
| Publisher | SIAM PUBLICATIONS |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.amss.ac.cn/handle/2S8OKBNM/14109 |
| Collection | 中国科学院数学与系统科学研究院 |
| Affiliation | Chinese Acad Sci, Inst Computat Math & Sci Engn Comp, State Key Lab Sci & Engn Comp, Beijing 100080, Peoples R China |
| Recommended Citation GB/T 7714 | Dai, YH,Yuan, Y. A nonlinear conjugate gradient method with a strong global convergence property[J]. SIAM JOURNAL ON OPTIMIZATION,1999,10(1):177-182. |
| APA | Dai, YH,&Yuan, Y.(1999).A nonlinear conjugate gradient method with a strong global convergence property.SIAM JOURNAL ON OPTIMIZATION,10(1),177-182. |
| MLA | Dai, YH,et al."A nonlinear conjugate gradient method with a strong global convergence property".SIAM JOURNAL ON OPTIMIZATION 10.1(1999):177-182. |
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