Description
Matrix algorithms are on the core of scientific computing and are indispensable tools in most applications in engineering. This book offers a comprehensive and up-to-date remedy of brand new methods in matrix computation. It uses a unified way to direct and iterative methods for linear systems, least squares and eigenvalue problems. A thorough analysis of the stableness, accuracy, and complexity of the treated methods is given.
Numerical Methods in Matrix Computations is suitable to be used in courses on scientific computing and applied technical areas at advanced undergraduate and graduate level. A big bibliography is provided, which contains both historical and review papers in addition to up to date research papers. This makes the book useful also as a reference and guide to further study and research work.