Mohammed BELLOUFI (2014) Modification of the Armijo line search to satisfy the convergence properties of HS method. INTERNATIONAL CONFERENCE ON ADVANCES IN APPLIED MATHEMATICS 2014 , Hammamet (Tunisie)
Scientific Publications
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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 | Conference |
|---|---|
| Divisions |
» Laboratory of Computer Science and Mathematics » Faculty of Science and Technology |
| ePrint ID | 254 |
| Date Deposited | 2014-12-28 |
| Further Information | Google Scholar |
| URI | https://univ-soukahras.dz/en/publication/article/254 |
BibTex
@inproceedings{uniusa254,
title={Modification of the Armijo line search to satisfy the convergence properties of HS method},
author={Mohammed BELLOUFI},
year={2014},
booktitle={INTERNATIONAL CONFERENCE ON ADVANCES IN APPLIED MATHEMATICS 2014}
}
title={Modification of the Armijo line search to satisfy the convergence properties of HS method},
author={Mohammed BELLOUFI},
year={2014},
booktitle={INTERNATIONAL CONFERENCE ON ADVANCES IN APPLIED MATHEMATICS 2014}
}