Mohammed BELLOUFI and Benzine Rachid (2013) Global Convergence Properties of the HS Conjugate Gradient Method. Applied Mathematical Sciences , 07(142), 7077 – 7091, HIKARI Ltd
Scientific Publications
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Abstract
It is well known that global convergence has not been established for the Hestenes-Stiefel (HS) conjugate gradient method using the traditional line searches conditions. In this paper, under some suitable conditions, by using a modified Armijo line search, global convergence results were established for the HS method. Preliminary numerical results on a set of large-scale problems were reported to show that the HS method's computational effiiciency is encouraging.
Information
| Item Type | Journal |
|---|---|
| Divisions |
» Laboratory of Computer Science and Mathematics » Faculty of Science and Technology |
| ePrint ID | 132 |
| Date Deposited | 2014-11-22 |
| Further Information | Google Scholar |
| URI | https://univ-soukahras.dz/en/publication/article/132 |
BibTex
@article{uniusa132,
title={Global Convergence Properties of the HS Conjugate Gradient Method},
author={Mohammed BELLOUFI and Benzine Rachid},
journal={Applied Mathematical Sciences}
year={2013},
volume={07},
number={142},
pages={7077 – 7091},
publisher={HIKARI Ltd}
}
title={Global Convergence Properties of the HS Conjugate Gradient Method},
author={Mohammed BELLOUFI and Benzine Rachid},
journal={Applied Mathematical Sciences}
year={2013},
volume={07},
number={142},
pages={7077 – 7091},
publisher={HIKARI Ltd}
}