Applied Numerical Linear Algebra (Classics in Applied Mathematics) - Softcover

William W. Hager (author)

 
9781611976854: Applied Numerical Linear Algebra (Classics in Applied Mathematics)
Softcover
ISBN 10: 1611976855 ISBN 13: 9781611976854
Publisher: SIAM - Society for Industrial and Applied Mathematics, 2022

Synopsis

Applied Numerical Linear Algebra introduces students to numerical issues that arise in linear algebra and its applications. A wide range of techniques are touched on, including direct to iterative methods, orthogonal factorizations, least squares, eigenproblems, and nonlinear equations.

Inside Applied Numerical Linear Algebra, readers will find:

  • Clear and detailed explanations on a wide range of topics from condition numbers to the singular value decomposition.
  • Material on nonlinear systems as well as linear systems.
  • Frequent illustrations using discretizations of boundary-value problems or demonstrating other concepts.
  • Exercises with detailed solutions at the end of the book.
  • Supplemental material available at https://bookstore.siam.org/cl87/bonus.


This textbook is appropriate for junior and senior undergraduate students and beginning graduate students in the following courses: Advanced Numerical Analysis, Special Topics on Numerical Analysis, Topics on Data Science, Topics on Numerical Optimization, and Topics on Approximation Theory.

"synopsis" may belong to another edition of this title.

Publisher
SIAM - Society for Industrial and Applied Mathematics
Publication date
2022
Language
English
ISBN 10 
1611976855
ISBN 13 
9781611976854
Binding
Paperback
Number of pages
424