Download Pdf Numerical Linear Algebra and Applications by Biswa Nath …Skip to main content Skip to table of contents. Advertisement Hide. Numerical Linear Algebra: Theory and Applications. Front Matter Pages i-xiv. Pages
Numerical Linear Algebra and Applications, Second Edition
Content type: Research Article. The simulation of electromagnetic wave propagation in time-variant wideband multiple-input multiple-output mobile radio channels using a geometry-based channel model GCM is computationally expensive.
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The currently available books completely devoted to the subject of numerical linear algebra are Introduction to Matrix Computations by G. Stewart, Matrix Computations by G. Wilkinson, are sources of knowledge in the subject. I have used with great success the books by Golub and Van Loan and by Stewart in teaching courses at the graduate level. These texts typically treat numerical linear algebra merely as a subtopic, so I have found they do not adequately cover all that needs to be taught in a numerical linear algebra course. In some under- graduate books on numerical analysis, numerical linear algebra is barely touched upon.
Numerical Linear Algebra with Applications is designed for those who want to gain a practical knowledge of modern computational techniques for the numerical solution of linear algebra problems, using MATLAB as the vehicle for computation. The book 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. With a unified presentation of computation, basic algorithm analysis, and numerical methods to compute solutions, this book is ideal for solving real-world problems. The text consists of six introductory chapters that thoroughly provide the required background for those who have not taken a course in applied or theoretical linear algebra. It explains in great detail the algorithms necessary for the accurate computation of the solution to the most frequently occurring problems in numerical linear algebra. In addition to examples from engineering and science applications, proofs of required results are provided without leaving out critical details. The Preface suggests ways in which the book can be used with or without an intensive study of proofs.
It seems that you're in Germany. We have a dedicated site for Germany. This book combines a solid theoretical background in linear algebra with practical algorithms for numerical solution of linear algebra problems. Developed from a number of courses taught repeatedly by the authors, the material covers topics like matrix algebra, theory for linear systems of equations, spectral theory, vector and matrix norms combined with main direct and iterative numerical methods, least squares problems, and eigenproblems. Perfect for a one- or two-semester course on numerical linear algebra, matrix computation, and large sparse matrices, this text will interest students at the advanced undergraduate or graduate level.