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The Resource The matrix eigenvalue problem : GR and Krylov subspace methods, David S. Watkins, (electronic resource)

The matrix eigenvalue problem : GR and Krylov subspace methods, David S. Watkins, (electronic resource)

Label
The matrix eigenvalue problem : GR and Krylov subspace methods
Title
The matrix eigenvalue problem
Title remainder
GR and Krylov subspace methods
Statement of responsibility
David S. Watkins
Creator
Contributor
Subject
Language
eng
Summary
The first in-depth, complete, and unified theoretical discussion of the two most important classes of algorithms for solving matrix eigenvalue problems: QR-like algorithms for dense problems and Krylov subspace methods for sparse problems. The author discusses the theory of the generic GR algorithm, including special cases (for example, QR, SR, HR), and the development of Krylov subspace methods. This book also addresses a generic Krylov process and the Arnoldi and various Lanczos algorithms, which are obtained as special cases. Theoretical and computational exercises guide students, step by step, to the results. Downloadable MATLAB programs, compiled by the author, are available on a supplementary Web site. Readers of this book are expected to be familiar with the basic ideas of linear algebra and to have had some experience with matrix computations. Ideal for graduate students, or as a reference book for researchers and users of eigenvalue codes
Additional physical form
Also available in print version.
Cataloging source
CaBNVSL
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Target audience
  • adult
  • specialized
The matrix eigenvalue problem : GR and Krylov subspace methods, David S. Watkins, (electronic resource)
Label
The matrix eigenvalue problem : GR and Krylov subspace methods, David S. Watkins, (electronic resource)
Link
http://libproxy.rpi.edu/login?url=http://epubs.siam.org/ebooks/siam/other_titles_in_applied_mathematics/ot101
Publication
Note
  • "OT101"--Spine
  • "BKOT0101"--P. [4] of cover
Related Contributor
Related Location
Related Agents
Related Authorities
Related Subjects
Bibliography note
Includes bibliographical references (p. 421-436) and index
Color
black and white
Contents
1. Preliminary material -- 2. Basic theory of eigensystems -- 3. Elimination -- 4. Iteration -- 5. Convergence -- 6. The generalized eigenvalue problem -- 7. Inside the bulge -- 8. Product eigenvalue problems -- 9. Krylov subspace methods
http://library.link/vocab/cover_art
https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9780898717808&userID=ebsco-test&password=ebsco-test
Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b3018531'}
Extent
1 electronic text (x, 442 p.)
File format
multiple file formats
Form of item
online
Governing access note
Restricted to subscribers or individual electronic text purchasers
Isbn
9780898717808
Isbn Type
(electronic bk.)
Other physical details
digital file.
Reformatting quality
access
Specific material designation
remote
System details
  • Mode of access: World Wide Web
  • System requirements: Adobe Acrobat Reader

Library Locations

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      42.729766 -73.682577
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