Advertisement

© 2015

Numerical Methods in Matrix Computations

Textbook

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

  1. 1.Department of MathematicsLinköping UniversityLinköpingSweden

About the authors

Åke Björck is professor emeritus at Linköping University Sweden. He is the coauthor of several textbooks on numerical methods and a monograph and several papers on least squares methods. He has been visiting professor at Stanford University and University of Southern California.

Bibliographic information

Industry Sectors
Oil, Gas & Geosciences
Finance, Business & Banking
Electronics
Energy, Utilities & Environment
Aerospace

Reviews

“NMMC contains, of course, all expected classical topics and results on matrix computations, but it also contains very recent material … . this is a very well written excellent book, which I strongly recommend to anybody interested in matrix computations and in computational mathematics in general. … should be very useful for a wide audience, ranging from graduate students to specialists in matrix computations, as well as researchers in other areas that use matrix computations.” (Froilán M. Dopico, SIAM Review, Vol. 58 (2), June, 2016)

“This remarkable book aims at providing an up-to-date treatment of methods and algorithms within the context of matrix computations and really hits the target. … the interested reader can find a large, comprehensive and up-to-date list of references at the end of each chapter, together with some critical notes. ... this book is to be highly recommended to anybody with a serious interest in using matrix computations.” (Raffaella Pavani, Mathematical Reviews, March, 2016)

“This is a fundamental work giving the basic ideas and methods in modern computational linear algebra. … many ideas are mentioned and many references are given. Therefore, it will be an excellent reference work, parts can be used to teach a course on the subject, or it can be used by an independent reader to get a grasp on the topic, i.e., to learn something of the background, not just a practical hands-on programming course.” (Adhemar Bultheel, euro-math-soc.au, December, 2014)