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An algorithmic approach for the analysis of extrapolated iterative schemes applied to least-squares problems

Saridakis Ioannis

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URIhttp://purl.tuc.gr/dl/dias/7EA10DA9-15AC-4692-8061-976F8A1D9A9E-
Identifierhttps://doi.org/10.1016/0377-0427(88)90354-8-
Languageen-
Extent16 pagesen
TitleAn algorithmic approach for the analysis of extrapolated iterative schemes applied to least-squares problemsen
CreatorSaridakis Ioannisen
CreatorΣαριδακης Ιωαννηςel
PublisherElsevieren
Content SummaryThe problem of determining the optimal values of extrapolated iterative schemes, as they apply to the solution of large-scale least-squares problems, is addressed here. Based on algebraic and geometric eigenvalue properties of the Accelerated Gauss—Seidel (AGS), we devise a simple algorithmic procedure, which successfully yields the optimal values of the Extrapolated AGS (EAGS). Comparisons with the optimal SOR scheme reveal that the two optimal schemes strongly compete. Numerical examples are used to demonstrate our results.en
Type of ItemPeer-Reviewed Journal Publicationen
Type of ItemΔημοσίευση σε Περιοδικό με Κριτέςel
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-10-16-
Date of Publication1988-
SubjectGreek mathematicsen
Subjectmathematics greeken
Subjectgreek mathematicsen
Bibliographic CitationY. G. Saridakis, “An algorithmic approach for the analysis of extrapolated iterative schemes applied to least – squares problems,” J. of Comp. Appl. ,vol.21,no.1-2, pp. 209-225, Math.,1988. doi:10.1016/0377-0427(88)90354-8en

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