This new, modernized edition provides a clear and thorough
introduction to matrix computations, a key component of scientific
computing
Retaining the accessible and hands-on style of its predecessor,
"Fundamentals of Matrix Computations," Third Edition thoroughly
details matrix computations and the accompanying theory alongside
the author's useful insights. The book presents the most important
algorithms of numerical linear algebra and helps readers to
understand how the algorithms are developed and why they work.
Along with new and updated examples, the "Third Edition"
features: A novel approach to Francis' QR algorithm that explains
its properties without reference to the basic QR
algorithmApplication of classical Gram-Schmidt with
reorthogonalizationA revised approach to the derivation of the
Golub-Reinsch SVD algorithmNew coverage on solving product
eigenvalue problemsExpanded treatment of the Jacobi-Davidson
methodA new discussion on stopping criteria for iterative methods
for solving linear equations
Throughout the book, numerous new and updated exercises--ranging
from routine computations and verifications to challenging
programming and proofs--are provided, allowing readers to
immediately engage in applying the presented concepts. The new
edition also incorporates MATLAB to solve real-world problems in
electrical circuits, mass-spring systems, and simple partial
differential equations, and an index of MATLAB terms assists
readers with understanding the basic concepts related to the
software.
"Fundamentals of Matrix Computations," Third Edition is an
excellent book for courses on matrix computations and applied
numerical linear algebra at the upper-undergraduate and graduate
level. The book is also a valuable resource for researchers and
practitioners working in the fields of engineering and computer
science who need to know how to solve problems involving matrix
computations.
General
Imprint: |
John Wiley & Sons
|
Country of origin: |
United States |
Release date: |
July 2010 |
First published: |
2010 |
Authors: |
Ds Watkins
|
Dimensions: |
240 x 160 x 35mm (L x W x T) |
Format: |
Hardcover - Cloth over boards
|
Pages: |
644 |
Edition: |
3rd Edition |
ISBN-13: |
978-0-470-52833-4 |
Categories: |
Books >
Science & Mathematics >
Mathematics >
Algebra >
General
|
LSN: |
0-470-52833-8 |
Barcode: |
9780470528334 |
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