Numerical Linear Algebra with Applications

Numerical Linear Algebra with Applications contains all the material necessary for a first year graduate or advanced undergraduate course on numerical linear algebra, with numerous applications to engineering and science. The book is designed for users who want to gain a practical knowledge of modern computational techniques for the numerical solution of linear algebra problems.

With a unified presentation of computation, basic algorithm analysis, and numerical methods to compute solutions, this book is ideal for solving real-world problems. It provides necessary mathematical background information for those who want to learn to solve linear algebra problems, and offers a thorough explanation of the issues and methods for practical computing, using MATLAB as the vehicle for computation. In addition, a supplemental set of MATLAB code files are available for download.