Coverart for item
The Resource Numerical matrix analysis : linear systems and least squares, Ilse C.F. Ipsen, (electronic resource)

Numerical matrix analysis : linear systems and least squares, Ilse C.F. Ipsen, (electronic resource)

Label
Numerical matrix analysis : linear systems and least squares
Title
Numerical matrix analysis
Title remainder
linear systems and least squares
Statement of responsibility
Ilse C.F. Ipsen
Creator
Contributor
Subject
Language
eng
Summary
The purpose of this book is to promote understanding of two phenomena: sensitivity of linear systems and least squares problems, and numerical stability of algorithms. Sensitivity and stability are analyzed as mathematical properties, without reference to finite precision arithmetic. The material is presented at a basic level, emphasizing ideas and intuition, but in a mathematically rigorous fashion. The derivations are simple and elegant, and the results are easy to understand and interpret. The book is self-contained. It was written for students in all areas of mathematics, engineering, and the computational sciences, but can easily be used for self-study. This text differs from other numerical linear algebra texts by offering the following: a systematic development of numerical conditioning; a simplified concept of numerical stability in exact arithmetic; simple derivations; a high-level view of algorithms; and results for complex matrices
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
Numerical matrix analysis : linear systems and least squares, Ilse C.F. Ipsen, (electronic resource)
Label
Numerical matrix analysis : linear systems and least squares, Ilse C.F. Ipsen, (electronic resource)
Link
http://libproxy.rpi.edu/login?url=http://epubs.siam.org/ebooks/siam/other_titles_in_applied_mathematics/ot113
Publication
Related Contributor
Related Location
Related Agents
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Bibliography note
Includes bibliographical references and index
Color
black and white
Contents
1. Matrices -- 2. Sensitivity, errors, and norms -- 3. Linear systems -- 4. Singular value decomposition -- 5. Least square problems -- 6. Subspaces
http://library.link/vocab/cover_art
https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9780898717686&userID=ebsco-test&password=ebsco-test
Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b3128713'}
Extent
1 electronic text (xiii, 128 p.)
File format
multiple file formats
Form of item
online
Governing access note
Restricted to subscribers or individual electronic text purchasers
Isbn
9780898717686
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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