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A Storage-Efficient WY Representation for Products of Householder TransformationsA product Q=P1 ... P(sub r) of m x m Householder matrices can be written in the form Q = I + WY(sup T), where W and Y are each m x r. This is called the WY representation of Q. It is of interest when implementing Householder techniques in high-performance computing environments that are especially good at matrix-matrix multiplication. In this note a storage-efficient way to implement the WY representation is described. In particular, it is shown how the matrix Q can be expressed in the form Q = I + YTY(sup T). Usually r much less than m and so this 'compact' WY representation requires less storage. When compared with the recent block-reflector strategy the new technique still has a storage advantage and involves a comparable amount of work.
Document ID
19970016032
Acquisition Source
Ames Research Center
Document Type
Reprint (Version printed in journal)
Authors
Schreiber, Robert
(Research Inst. for Advanced Computer Science Moffett Field, CA United States)
VanLoan, Charles
(Cornell Univ. Ithaca, NY United States)
Date Acquired
August 17, 2013
Publication Date
January 1, 1989
Publication Information
Publication: Journal of Science, Statistics and Computations
Publisher: Society for Industrial and Applied Mathematics
Volume: 10
Issue: 1
Subject Category
Numerical Analysis
Report/Patent Number
NAS 1.15:112682
NASA-TM-112682
Accession Number
97N71442
Funding Number(s)
CONTRACT_GRANT: N00014-86-K-0610
CONTRACT_GRANT: DAAL030-86-K-0112
CONTRACT_GRANT: N00014-83-K-640
CONTRACT_GRANT: NSF DCR-86-2310
Distribution Limits
Public
Copyright
Public Use Permitted.
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