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

Applied Numerical Linear Algebra

Science & Math

William W. Hager

Mathematics

SIAM-Society for Industrial & Applied Mathematics

See the best price to sell, buy, or rent books by William W. Hager. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Books by William W. Hager

See the best price to sell, buy, or rent books by William W. Hager. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Applied Numerical Linear Algebra