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Applied Numerical Linear Algebra - William W. Hager

Applied Numerical Linear Algebra

Buch | Softcover
424 Seiten
2022
Society for Industrial & Applied Mathematics,U.S. (Verlag)
978-1-61197-685-4 (ISBN)
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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.
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.
Erscheinungsdatum
Reihe/Serie Classics in Applied Mathematics
Verlagsort New York
Sprache englisch
Gewicht 776 g
Themenwelt Mathematik / Informatik Mathematik Analysis
Mathematik / Informatik Mathematik Angewandte Mathematik
ISBN-10 1-61197-685-5 / 1611976855
ISBN-13 978-1-61197-685-4 / 9781611976854
Zustand Neuware
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