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Numerical Methods in Matrix Computations

  • Åke Björck

Part of the Texts in Applied Mathematics book series (TAM, volume 59)

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Åke Björck
    Pages 1-209
  3. Åke Björck
    Pages 211-430
  4. Åke Björck
    Pages 431-612
  5. Åke Björck
    Pages 613-781
  6. Back Matter
    Pages 783-800

About this book

Introduction

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>

Keywords

Discrete Inverse Problems Graph Models Partial Least Squares Recursive Algorithms Rounding Error Analysis Sparse Matrix Factorizations

Authors and affiliations

  • Åke Björck
    • 1
  1. 1.Department of MathematicsLinköping UniversityLinköpingSweden

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-05089-8
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-3-319-05088-1
  • Online ISBN 978-3-319-05089-8
  • Series Print ISSN 0939-2475
  • Series Online ISSN 2196-9949
  • Buy this book on publisher's site
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