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Könyv A rank-revealing method for low rank matrices Tsung-Lin Lee

A rank-revealing method for low rank matrices

Updating, downdating, applications

Szerző: Tsung-Lin Lee
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: VDM Verlag Dr. Müller
Elérhetőség: Kiadói készleten rendelésre
Küldés 17-27 napon belül
17 641 Ft
As one of the basic problems in matrix computation, §rank-revealing has a wide variety of applicatio...

Információk a könyvről

Szerző
Tsung-Lin Lee
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2009
oldal
56
EAN
9783639122534
Enbook ID
06821055
Kiadó
VDM Verlag Dr. Müller
Súly
100
Méretek
150 x 220 x 3

Teljes leírás

As one of the basic problems in matrix computation, §rank-revealing has a wide variety of applications in §scientific computing. Although the singular value §decomposition is the standard rank-revealing method, §it is costly in both computing time and storage when §the rank or the nullity is low, and it is §inefficient in updating and downdating when rows and §columns are inserted or deleted. Consequently, §alternative methods are in demand in those §situations. This book presents a new rank-revealing §algorithm for low rank matrices with efficient and §reliable updating/downdating capabilities. The §algorithm can provide a fast approach to find a low §rank approximation to a data matrix, which plays a §critical role in many applications. Interesting §applications on information retrieval and image §processing are also presented. The algorithms and §applications in the book are useful to the community §in scientific computing.

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