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Applied Numerical Linear Algebra
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Applied Numerical Linear Algebra Paperback - 1997 - 1st Edition

by James W. Demmel


From the publisher

Designed for first-year graduate students from a variety of engineering and scientific disciplines, this comprehensive textbook covers the solution of linear systems, least squares problems, eigenvalue problems, and the singular value decomposition. The author, who helped design the widely used LAPACK and ScaLAPACK linear algebra libraries, draws on this experience to present state-of-the-art techniques for these problems, including recommending which algorithms to use in various practical situations. Algorithms are derived in a mathematically illuminating way, including condition numbers and error bounds. Direct and iterative algorithms, suitable for dense and sparse matrices, are discussed. Algorithm design for modern computer architectures, where moving data is often more expensive than arithmetic operations, is discussed in detail, using LAPACK as an illustration. There are many numerical examples throughout the text and in the problems at the ends of chapters, most of which are written in MATLAB and are freely available on the Web.

Details

  • Title Applied Numerical Linear Algebra
  • Author James W. Demmel
  • Binding Paperback
  • Edition number 1st
  • Edition 1
  • Pages 184
  • Volumes 1
  • Language ENG
  • Publisher Society for Industrial and Applied Mathematic
  • Date 1997-09
  • Illustrated Yes
  • ISBN 9780898713893 / 0898713897
  • Weight 2.1 lbs (0.95 kg)
  • Dimensions 9.9 x 6.7 x 0.9 in (25.15 x 17.02 x 2.29 cm)
  • Library of Congress Catalog Number 97017290
  • Dewey Decimal Code 512.5
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Applied Numerical Linear Algebra
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Applied Numerical Linear Algebra

by Demmel, James W.

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Applied Numerical Linear Algebra
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Applied Numerical Linear Algebra

by Demmel, James W

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ISBN 10 / ISBN 13
9780898713893 / 0898713897
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SIAM, 1997-09-01. Paperback. Good. Textbook, May Have Highlights, Notes and/or Underlining, BOOK ONLY-NO ACCESS CODE, NO CD, Ships with Emailed Tracking
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