Loading... Please wait...

Numerical Matrix Analysis: Linear Systems and Least Squares

Hover over image to zoom

$61.50
Order Code:
OT113

 Product Description

by Ilse C. F. Ipsen

-

2009 / xiv + 128 pages / Softcover / ISBN: 978-0-898716-76-4 / List Price $61.50 / SIAM Member Price $43.05 / Order Code OT113

Keywords: numerical conditioning, sensitivity, numerical stability, singular value decomposition

Preface
Contents
Index



This self-contained textbook presents matrix analysis in the context of numerical computation with numerical conditioning of problems and numerical stability of algorithms at the forefront. Using a unique combination of numerical insight and mathematical rigor, it advances readersÕ understanding of two phenomena: sensitivity of linear systems and least squares problems, and numerical stability of algorithms.

This book differs from other numerical linear algebra texts by offering

  • a systematic development of numerical conditioning,
  • a simplified concept of numerical stability in exact arithmetic,
  • simple derivations,
  • a high-level view of algorithms, and
  • results for complex matrices.


The material is presented at a basic level, emphasizing ideas and intuition, and each chapter offers simple exercises for use in the classroom and more challenging exercises for student practice.

Audience
This book is intended for first-year graduate students in engineering, operations research, computational science, and all areas of mathematics. It also is appropriate for self-study.


About the Author
Ilse C. F. Ipsen is Professor of Mathematics at North Carolina State University. She is the SIAM Vice President for Programs and section editor of the Problems and Techniques section of SIAM Review. She is also a member of the editorial boards of the SIAM Journal on Matrix Analysis and Applications, Numerische Mathematik, and Numerical Linear Algebra with Applications.




ISBN: 9780898716764

 Product Reviews

This product hasn't received any reviews yet. Be the first to review this product!

 

newsletter

Follow us on

Copyright 2014 SIAM Bookstore. All Rights Reserved.
Sitemap | BigCommerce Premium Themes by PSDCenter

Society for Industrial and Applied Mathematics 3600 Market St., 6th Fl. Philadelphia, PA 19104-2688 USA +1-215-382-9800 FAX: +1-215-386-7999 www.siam.org email: siambooks@siam.org

Click the button below to add the Numerical Matrix Analysis: Linear Systems and Least Squares to your wish list.