Narushima, Yasushi and Yabe, Hiroshi and Ford, John A (2011) A Three-Term Conjugate Gradient Method with Sufficient Descent Property for Unconstrained Optimization. SIAM Journal on Optimization, 21 (1). pp. 212-230. DOI https://doi.org/10.1137/080743573
Narushima, Yasushi and Yabe, Hiroshi and Ford, John A (2011) A Three-Term Conjugate Gradient Method with Sufficient Descent Property for Unconstrained Optimization. SIAM Journal on Optimization, 21 (1). pp. 212-230. DOI https://doi.org/10.1137/080743573
Narushima, Yasushi and Yabe, Hiroshi and Ford, John A (2011) A Three-Term Conjugate Gradient Method with Sufficient Descent Property for Unconstrained Optimization. SIAM Journal on Optimization, 21 (1). pp. 212-230. DOI https://doi.org/10.1137/080743573
Abstract
<jats:p>Conjugate gradient methods are widely used for solving large-scale unconstrained optimization problems because they do not need the storage of matrices. In this paper, we propose a general form of three-term conjugate gradient methods which always generate a sufficient descent direction. We give a sufficient condition for the global convergence of the proposed method. Moreover, we present a specific three-term conjugate gradient method based on the multistep quasi-Newton method. Finally, some numerical results of the proposed method are given.</jats:p>
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | unconstrained optimization; three-term conjugate gradient method; sufficient descent condition; global convergence |
| Subjects: | Q Science > QA Mathematics |
| Divisions: | Faculty of Science and Health > Mathematics, Statistics and Actuarial Science, School of |
| SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
| Depositing User: | Unnamed user with email elements@essex.ac.uk |
| Date Deposited: | 09 Dec 2011 14:58 |
| Last Modified: | 28 Aug 2026 14:48 |
| URI: | http://repository.essex.ac.uk/id/eprint/1745 |
Available files
Filename: 2486.pdf