Introduction to Numerical Linear Algebra - Brossura

Christoph Borgers (author)

Brossura

ISBN 10: 161197691X ISBN 13: 9781611976915

Casa editrice: SIAM - Society for Industrial and Applied Mathematics, 2022

Riassunto

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 Algebra

• 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,
• assumes that the reader has taken a course on linear algebra, but reviews background as needed, and
• covers 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

Dettagli dell'edizione

• Editore: SIAM - Society for Industrial and Applied Mathematics
• Data di pubblicazione: 2022
• Lingua: Inglese
• ISBN 10: 161197691X
• ISBN 13: 9781611976915
• Rilegatura: Copertina flessibile
• Numero di pagine: 277
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile