Mohammed BELLOUFI and Benzine Rachid (2014) Développements récents de la méthode du gradient conjugué. Université Badji Mokhtar Annaba
Scientific Publications
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Abstract
In this thesis, we present a theoretical and an algorithmic study for the conjugate gradient methods which has made the object of many researchers in this last years.
Indeed, 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. We proposes a line search technique that guarante the global convergence of the Hestenes-Stiefel (HS) conjugate gradient method.
Indeed, 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. We proposes a line search technique that guarante the global convergence of the Hestenes-Stiefel (HS) conjugate gradient method.
Information
| Item Type | Thesis |
|---|---|
| Divisions |
» Laboratory of Computer Science and Mathematics » Faculty of Science and Technology |
| ePrint ID | 141 |
| Date Deposited | 2014-11-22 |
| Further Information | Google Scholar |
| URI | https://univ-soukahras.dz/en/publication/article/141 |
BibTex
@phdthesis{uniusa141,
title={Développements récents de la méthode du gradient conjugué},
author={Mohammed BELLOUFI and Benzine Rachid},
year={2014},
school={Université Badji Mokhtar Annaba}
}
title={Développements récents de la méthode du gradient conjugué},
author={Mohammed BELLOUFI and Benzine Rachid},
year={2014},
school={Université Badji Mokhtar Annaba}
}