Applied Numerical Linear Algebra - Couverture souple

Hager, William W.

 
9781611976854: Applied Numerical Linear Algebra

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.