Matrix Analysis and Algorithms
by Andrew Stuart, Jochen Voss
Publisher: CaltechAUTHORS 2009
Number of pages: 108
Description:
The book contains an introduction to matrix analysis, and to the basic algorithms of numerical linear algebra. Contents: Vector and Matrix Analysis; Matrix Factorisations; Stability and Conditioning; Complexity of Algorithms; Systems of Linear Equations; Iterative Methods; Least Squares Problems; Eigenvalue Problems.
Download or read it online for free here:
Download link
(800KB, PDF)
Similar books
Matrix Algebraby Marco Taboga - StatLect
This is a collection of 98 short and self-contained lectures on the most important topics in linear algebra. There are hundreds of examples, solved exercises and detailed derivations. The step-by-step approach makes the book easy to understand.
(5959 views)
Circulantsby Alun Wyn-jones
The goal of this book is to describe circulants in an algebraic context. It oscillates between the point of view of circulants as a commutative algebra, and the concrete point of view of circulants as matrices with emphasis on their determinants.
(15437 views)
Matrix Analysisby Steven J Cox - Rice University
Matrix theory is a language for representing and analyzing multivariable systems. These notes will demonstrate the role of matrices in the modeling of physical systems and the power of matrix theory in the analysis and synthesis of such systems.
(11231 views)
Linear Algebra Examples C-3: The Eigenvalue Problem and Euclidean Vector Spaceby Leif Mejlbro - BookBoon
The book is a collection of solved problems in linear algebra, this third volume covers the eigenvalue problem and Euclidean vector space. All examples are solved, and the solutions usually consist of step-by-step instructions.
(14392 views)