Applied Numerical Linear Algebra
Hager, William W.
ISBN 10: 1611976855 ISBN 13: 9781611976854
Published by SIAM - Society for Industrial & Applied Mathematics, 2021
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Soft cover
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About this Item
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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.
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Bibliographic Details
Title: Applied Numerical Linear Algebra
Publisher: SIAM - Society for Industrial & Applied Mathematics
Publication Date: 2021
Binding: Soft cover
Condition: As New