Khelifa BOUAZIZ (2013) MAGISTER EN MATHEMATIQUE Option : Mathématique du développement. University of Souk Ahras
Scientific Publications
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Abstract
We study the global convergence of a two-parameter family of conjugate gradient methods in which the line search procedure is replaced by a fixed formula of stepsize. This character is of significance if the line search is ex-pensive in a particular application. In addition to the convergence results, we present computational results for various conjugate gradient methods wi-thout line seartch.
Key words :
Conjugate gradient. Algorithm. Global convergence. Inexact line search.Armijoline search. StrongWolfe line search.WeakWolfe line search. Hestenes-Stiefel Method. Fletcher-Reeves Method. Polak-Ribière-Polyak Method. Conjugatedescent Method. Dai-Yuan Method. Liu - Storey Method. BFGS Method.
Key words :
Conjugate gradient. Algorithm. Global convergence. Inexact line search.Armijoline search. StrongWolfe line search.WeakWolfe line search. Hestenes-Stiefel Method. Fletcher-Reeves Method. Polak-Ribière-Polyak Method. Conjugatedescent Method. Dai-Yuan Method. Liu - Storey Method. BFGS Method.
Information
| Item Type | Thesis |
|---|---|
| Divisions | |
| ePrint ID | 225 |
| Date Deposited | 2014-12-17 |
| Further Information | Google Scholar |
| URI | https://univ-soukahras.dz/en/publication/article/225 |
BibTex
@phdthesis{uniusa225,
title={MAGISTER EN MATHEMATIQUE Option : Mathématique du développement},
author={Khelifa BOUAZIZ},
year={2013},
school={University of Souk Ahras}
}
title={MAGISTER EN MATHEMATIQUE Option : Mathématique du développement},
author={Khelifa BOUAZIZ},
year={2013},
school={University of Souk Ahras}
}