Numerical Methods in Matrix Computations [electronic resource] / by Åke Björck.

By:

Björck, Åke [author.]

Contributor(s):

SpringerLink (Online service)

Material type: Text

TextSeries: Texts in Applied Mathematics ; 59Publisher: Cham : Springer International Publishing : Imprint: Springer, 2015Description: XVI, 800 p. 45 illus., 26 illus. in color. online resourceContent type:

text

Media type:

computer

Carrier type:

online resource

ISBN:

9783319050898

Subject(s):

Additional physical formats: Printed edition:: No titleDDC classification:

518 23

LOC classification:

QA71-90

Online resources:

Click here to access online

Contents:

Direct Methods for Linear Systems -- Linear Least Squares Problems -- Matrix Eigenvalue Problems -- Iterative Methods.

In: Springer eBooksSummary: Matrix algorithms are at the core of scientific computing and are indispensable tools in most applications in engineering. This book offers a comprehensive and up-to-date treatment of modern methods in matrix computation. It uses a unified approach to direct and iterative methods for linear systems, least squares and eigenvalue problems. A thorough analysis of the stability, accuracy, and complexity of the treated methods is given. Numerical Methods in Matrix Computations is suitable for use in courses on scientific computing and applied technical areas at advanced undergraduate and graduate level. A large bibliography is provided, which includes both historical and review papers as well as recent research papers. This makes the book useful also as a reference and guide to further study and research work. Åke Björck is a professor emeritus at the Department of Mathematics, Linköping University. He is a Fellow of the Society of Industrial and Applied Mathematics.p>.

Holdings ( 1 )
Title notes ( 2 )

Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode	Item holds
eBook	e-Library	EBook		Available

Total holds: 0

Direct Methods for Linear Systems -- Linear Least Squares Problems -- Matrix Eigenvalue Problems -- Iterative Methods.

Matrix algorithms are at the core of scientific computing and are indispensable tools in most applications in engineering. This book offers a comprehensive and up-to-date treatment of modern methods in matrix computation. It uses a unified approach to direct and iterative methods for linear systems, least squares and eigenvalue problems. A thorough analysis of the stability, accuracy, and complexity of the treated methods is given. Numerical Methods in Matrix Computations is suitable for use in courses on scientific computing and applied technical areas at advanced undergraduate and graduate level. A large bibliography is provided, which includes both historical and review papers as well as recent research papers. This makes the book useful also as a reference and guide to further study and research work. Åke Björck is a professor emeritus at the Department of Mathematics, Linköping University. He is a Fellow of the Society of Industrial and Applied Mathematics.p>.