Numerical Linear Algebra

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.

From the reviews:"Allaire (École Polytechnique, France) and Kaber (Université Pierre et Marie Curie, France) taught a numerical linear algebra course to third-year undergraduates; this work, initially published in French, is the culmination of that course. … What sets this book apart from others on the subject is its experimental approach in all exercises. For many exercises, the book provides complete solutions including MATLAB scripts … . Summing Up: Recommended. Upper-division undergraduates, researchers/faculty, and professionals/practitioners." (J. T. Zerger, CHOICE, Vol. 45 (10), June, 2008)"The book is concerned with two main aspects from the field of matrix computations: solving linear systems of equations and, respectively, computing eigenvalues and eigenvectors of matrices. It is intended for advanced undergraduate students … ." (Constantin Popa, Zentralblatt MATH, Vol. 1135 (13), 2008)"The textbook Numerical linear algebra is the English translation of the French edition with the same title … . The book is divided into eleven chapters. At the end of each chapter some relevant test problems are given. … The material presented in the book is very well-organized. … This book is an excellent tool for teachers and students." (Zahari Zlatev, Mathematical Reviews, Issue 2008 m)“The present book covers material adequate for students at the end of their undergraduate or the beginning of their graduate years. … The presentation is clear and mathematically precise, and solutions to the numerous exercises … are provided. Overall, this is a clear and useful introduction into numeral linear algebra.” (H. Muthsam, Monatshefte für Mathematik, Vol. 158 (3), November, 2009)“This book … was developed for use in a course on numerical linear algebra for third-year undergraduates. … The methods are described briefly but clearly. … The exercises are one of the main strengths of the book. … I can recommend the book as a textbook for undergraduates.” (James E. Gentle, SIAM Review, Vol. 52 (1), 2010)