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2006

Restarted block Lanczos bidiagonalization methods

13 years 11 months ago
Restarted block Lanczos bidiagonalization methods
Abstract. The problem of computing a few of the largest or smallest singular values and associated singular vectors of a large matrix arises in many applications. This paper describes restarted block Lanczos bidiagonalization methods based on augmentation of Ritz vectors or harmonic Ritz vectors by block Krylov subspaces. Key words. partial singular value decomposition, restarted iterative method, implicit shifts, augmentation. AMS subject classifications. 65F15, 15A18
James Baglama, Lothar Reichel
Added 14 Dec 2010
Updated 14 Dec 2010
Type Journal
Year 2006
Where NA
Authors James Baglama, Lothar Reichel
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