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portada Introduction to Numerical Linear Algebra
Type
Physical Book
Publisher
Author
Collection
Other Titles in Applied Mathematics
Year
2022
Language
English
Pages
277
Format
Paperback
ISBN13
9781611976915

Introduction to Numerical Linear Algebra

Christoph Borgers (Author) · SIAM - Society for Industrial and Applied Mathematics · Paperback

Introduction to Numerical Linear Algebra - Christoph Borgers

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Synopsis "Introduction to Numerical Linear Algebra"

Fit for students just starting to build a background in mathematics, this textbook provides an introduction to numerical methods for linear algebra problems. This text is ideal for a flipped classroom, as it provides detailed explanations that allow students to read on their own and instructors to go beyond lecturing.

Fit for students just starting to build a background in mathematics, this textbook provides an introduction to numerical methods for linear algebra problems.

Introduction to Numerical Linear Algebrais ideal for a flipped classroom, as it provides detailed explanations that allow students to read on their own and instructors to go beyond lecturing, assumes that the reader has taken a course on linear algebra, but reviews background as needed, andcovers several topics not commonly addressed in related introductory books, including diffusion, a toy model of computed tomography, global positioning systems, the use of eigenvalues in analyzing stability of equilibria, a detailed derivation and careful motivation of the QR method for eigenvalues starting from power iteration, a discussion of the use of the SVD for assigning grades, and multigrid methods.
This textbook is appropriate for undergraduate and beginning graduate students in mathematics and related fields. It can be used 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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