Grégoire Allaire & Sidi Mahmoud Kaber 
Numerical Linear Algebra [PDF ebook] 

This book distinguishes itself from the many other textbooks on the topic of linear algebra by including mathematical and computational chapters along with examples and exercises with Matlab. In recent years, the use of computers in many areas of engineering and science has made it essential for students to get training in numerical methods and computer programming. Here, the authors use both Matlab and Sci Lab software as well as covering core standard material. It is intended for libraries; scientists and researchers; pharmaceutical industry.

Table des matières

Definition and Properties of Matrices.- Matrix Norms, Sequences, and Series.- to Algorithmics.- Linear Systems.- Direct Methods for Linear Systems.- Least Squares Problems.- Simple Iterative Methods.- Conjugate Gradient Method.- Methods for Computing Eigenvalues.- Solutions and Programs.