Applied Numerical Linear Algebra

Designed for use by graduate students in a variety of engineering and scientific disciplines, and for use as a research reference, this comprehensive text book covers the solutions of linear systems, least squares problems, eigenvalue problems, and the singular value decomposition. The author, who helped design the widely used LAPACK and ScaLAPACK linear algebra libraries, draws on this experience to present state-of-the-art problem solving techniques, including recommendations of which algorithms to use in a variety of practical situations.