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Linear Algebra in Action (3rd Revised edition)
Loot Price: R2,279
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Linear Algebra in Action (3rd Revised edition)
Series: Graduate Studies in Mathematics
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This book is based largely on courses that the author taught at the
Feinberg Graduate School of the Weizmann Institute. It conveys in a
user-friendly way the basic and advanced techniques of linear
algebra from the point of view of a working analyst. The techniques
are illustrated by a wide sample of applications and examples that
are chosen to highlight the tools of the trade. In short, this is
material that the author has found to be useful in his own research
and wishes that he had been exposed to as a graduate student.
Roughly the first quarter of the book reviews the contents of a
basic course in linear algebra, plus a little. The remaining
chapters treat singular value decompositions, convexity, special
classes of matrices, projections, assorted algorithms, and a number
of applications. The applications are drawn from vector calculus,
numerical analysis, control theory, complex analysis, convex
optimization, and functional analysis. In particular, fixed point
theorems, extremal problems, best approximations, matrix equations,
zero location and eigenvalue location problems, matrices with
nonnegative entries, and reproducing kernels are discussed. This
new edition differs significantly from the second edition in both
content and style. It includes a number of topics that did not
appear in the earlier edition and excludes some that did. Moreover,
most of the material that has been adapted from the earlier edition
has been extensively rewritten and reorganized.
General
Imprint: |
American Mathematical Society
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Country of origin: |
United States |
Series: |
Graduate Studies in Mathematics |
Release date: |
September 2023 |
Authors: |
Harry Dym
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Pages: |
485 |
Edition: |
3rd Revised edition |
ISBN-13: |
978-1-4704-7419-5 |
Categories: |
Books
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LSN: |
1-4704-7419-0 |
Barcode: |
9781470474195 |
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