Stability analysis and improvement of the block Gram-Schmidt algorithm

Abstract: "The advent of supercomputers with hierarchical memory systems has necessitated the use of block algorithms for the linear algebra algorithms. Although block algorithms may result in impressive improvements in performance, their numerical properties are quite different from their scal...

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Hauptverfasser: Jalby, William (VerfasserIn), Philippe, B. (VerfasserIn)
Format: Buch
Sprache:English
Veröffentlicht: Urbana, Ill. 1990
Schriftenreihe:Center for Supercomputing Research and Development <Urbana, Ill.>: CSRD report 913
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520 3 |a Abstract: "The advent of supercomputers with hierarchical memory systems has necessitated the use of block algorithms for the linear algebra algorithms. Although block algorithms may result in impressive improvements in performance, their numerical properties are quite different from their scalar counterpart and deserve an in-depth study. In this paper, the numerical stability of Block Gram-Schmidt orthogonalization is studied and a variant is proposed which has numerical properties similar to the classical Modified-Gram-Schmidt while retaining most of the performance advantages of the block formulation." 
650 4 |a Algorithms 
650 4 |a Supercomputers 
700 1 |a Philippe, B.  |e Verfasser  |4 aut 
830 0 |a Center for Supercomputing Research and Development <Urbana, Ill.>: CSRD report  |v 913  |w (DE-604)BV008930033  |9 913 
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Datensatz im Suchindex

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Philippe, B.
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Philippe, B.
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series Center for Supercomputing Research and Development <Urbana, Ill.>: CSRD report
series2 Center for Supercomputing Research and Development <Urbana, Ill.>: CSRD report
spelling Jalby, William Verfasser aut
Stability analysis and improvement of the block Gram-Schmidt algorithm W. Jalby and B. Philippe
Urbana, Ill. 1990
20 Bl. graph. Darst.
txt rdacontent
n rdamedia
nc rdacarrier
Center for Supercomputing Research and Development <Urbana, Ill.>: CSRD report 913
Abstract: "The advent of supercomputers with hierarchical memory systems has necessitated the use of block algorithms for the linear algebra algorithms. Although block algorithms may result in impressive improvements in performance, their numerical properties are quite different from their scalar counterpart and deserve an in-depth study. In this paper, the numerical stability of Block Gram-Schmidt orthogonalization is studied and a variant is proposed which has numerical properties similar to the classical Modified-Gram-Schmidt while retaining most of the performance advantages of the block formulation."
Algorithms
Supercomputers
Philippe, B. Verfasser aut
Center for Supercomputing Research and Development <Urbana, Ill.>: CSRD report 913 (DE-604)BV008930033 913
spellingShingle Jalby, William
Philippe, B.
Stability analysis and improvement of the block Gram-Schmidt algorithm
Center for Supercomputing Research and Development <Urbana, Ill.>: CSRD report
Algorithms
Supercomputers
title Stability analysis and improvement of the block Gram-Schmidt algorithm
title_auth Stability analysis and improvement of the block Gram-Schmidt algorithm
title_exact_search Stability analysis and improvement of the block Gram-Schmidt algorithm
title_full Stability analysis and improvement of the block Gram-Schmidt algorithm W. Jalby and B. Philippe
title_fullStr Stability analysis and improvement of the block Gram-Schmidt algorithm W. Jalby and B. Philippe
title_full_unstemmed Stability analysis and improvement of the block Gram-Schmidt algorithm W. Jalby and B. Philippe
title_short Stability analysis and improvement of the block Gram-Schmidt algorithm
title_sort stability analysis and improvement of the block gram schmidt algorithm
topic Algorithms
Supercomputers
topic_facet Algorithms
Supercomputers
volume_link (DE-604)BV008930033
work_keys_str_mv AT jalbywilliam stabilityanalysisandimprovementoftheblockgramschmidtalgorithm
AT philippeb stabilityanalysisandimprovementoftheblockgramschmidtalgorithm