Mohammed BELLOUFI, Benzine Rachid and Laskri Yamina (2013) Modification of the Armijo line search to satisfy the convergence properties of HS method. An International Journal of Optimization and Control: Theories & Applications (IJOCTA) , Vol 3, No(141), 145-152
Scientific Publications
Important: This page is frozen. New documents are now available in the digital repository DSpace
Abstract
The Hestenes-Stiefel (HS) conjugate gradient algorithm is a useful tool of unconstrained numerical optimization, which has good numerical performance but no global convergence result under traditional line searches. This paper proposes a line search technique that guarantee the global convergence of the Hestenes-Stiefel (HS) conjugate gradient method.
Numerical tests are presented to validate the different approaches.
Numerical tests are presented to validate the different approaches.
Information
| Item Type | Journal |
|---|---|
| Divisions |
» Laboratory of Computer Science and Mathematics » Faculty of Science and Technology |
| ePrint ID | 131 |
| Date Deposited | 2014-11-22 |
| Further Information | Google Scholar |
| URI | https://univ-soukahras.dz/en/publication/article/131 |
BibTex
@article{uniusa131,
title={Modification of the Armijo line search to satisfy the convergence properties of HS method},
author={Mohammed BELLOUFI, Benzine Rachid and Laskri Yamina},
journal={An International Journal of Optimization and Control: Theories & Applications (IJOCTA)}
year={2013},
volume={Vol 3, No},
number={141},
pages={145-152},
publisher={}
}
title={Modification of the Armijo line search to satisfy the convergence properties of HS method},
author={Mohammed BELLOUFI, Benzine Rachid and Laskri Yamina},
journal={An International Journal of Optimization and Control: Theories & Applications (IJOCTA)}
year={2013},
volume={Vol 3, No},
number={141},
pages={145-152},
publisher={}
}