Numerical Matrix Analysis: Linear Systems and Least Squares Book Information:

-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 readers understanding of two phenomena: sensitivity of linear systems and least squares problems, and numerical stability of algorithms.&Nbsp;< br/> < br/> 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 The material is presented at a basic level, emphasizing ideas and intuition, and each br>Chapter offers simple exercises for use in the classroom and more challenging exercises for student practice.
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.
< strong> Keywords: numerical conditioning,sensitivity,numerical stability,singular value decomposition
.

• Book Type/Genre :

Science & Mathematics

• Book Binding :

Paperback

• Language :

English

• Number of Pages :

Page count varies on each edition/reprint

• ISBN - 10 :

• Numerical Matrix Analysis: Linear Systems and Least Squares Published On :

2017

• Resource:

Higher Education Textbooks, Science & Mathematics Book is recommended for Students, Teachers, Graduates, Professionals, and all bibliophiles

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