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  • Textbook
  • © 2007

The Linear Algebra a Beginning Graduate Student Ought to Know

Authors:

  • Deals rigorously with the abstract theory and, at the same time, devotes considerable space to the numerical and computational aspects of linear algebra
  • Contains a large number of thumbnail portraits of researchers who have contributed to the development of linear algebra as we know it today
  • The problem set is far more extensive than that usually found in linear algebra books, and the problems are more varied and challenging

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Table of contents (20 chapters)

  1. Front Matter

    Pages I-XI
  2. Notation and terminology

    • Jonathan S. Golan
    Pages 1-3
  3. Fields

    • Jonathan S. Golan
    Pages 5-16
  4. Vector spaces over a field

    • Jonathan S. Golan
    Pages 17-32
  5. Algebras over a field

    • Jonathan S. Golan
    Pages 33-48
  6. Linear independence and dimension

    • Jonathan S. Golan
    Pages 49-78
  7. Linear transformations

    • Jonathan S. Golan
    Pages 79-98
  8. The endomorphism algebra of a vector space

    • Jonathan S. Golan
    Pages 99-116
  9. The algebra of square matrices

    • Jonathan S. Golan
    Pages 131-168
  10. Systems of linear equations

    • Jonathan S. Golan
    Pages 169-198
  11. Determinants

    • Jonathan S. Golan
    Pages 199-228
  12. Eigenvalues and eigenvectors

    • Jonathan S. Golan
    Pages 229-266
  13. Krylov subspaces

    • Jonathan S. Golan
    Pages 267-284
  14. The dual space

    • Jonathan S. Golan
    Pages 285-298
  15. Inner product spaces

    • Jonathan S. Golan
    Pages 299-324
  16. Orthogonality

    • Jonathan S. Golan
    Pages 325-348
  17. Selfadjoint Endomorphisms

    • Jonathan S. Golan
    Pages 349-368
  18. Unitary and Normal endomorphisms

    • Jonathan S. Golan
    Pages 369-388
  19. Moore-Penrose pseudoinverses

    • Jonathan S. Golan
    Pages 389-398

About this book

Linear algebra is a living, active branch of mathematics which is central to almost all other areas of mathematics, both pure and applied, as well as computer science, the physical and social sciences, and engineering. It entails an extensive corpus of theoretical results as well as a large body of computational techniques.

The book is intended to be used in one of several possible ways:

(1) as a self-study guide;

(2) as a textbook for a course in advanced linear algebra, either at the upper-class undergraduate level or at the first-year graduate level; or

(3) as a reference book.

It is also designed to prepare a student for the linear algebra portion of prelim exams or PhD qualifying exams.

The volume is self-contained to the extent that it does not assume any previous formal knowledge of linear algebra, though the reader is assumed to have been exposed, at least informally, to some basic ideas and techniques, such as the solution of a small system of linear equations over the real numbers. More importantly, it does assume a seriousness of purpose and a modicum of mathematical sophistication. The book also contains over 1000 exercises, many of which are very challenging.

Reviews

From the reviews of the second edition:

"The author has designed this book for several possible uses: for self study, as a text for advanced linear algebra for advanced undergraduate or first-year graduate students, as a reference book, or as study guide for Ph. D. qualifying exams. The topics that the author considers are mostly standard … . the text is full of exercises – more than a thousand of them. How much more than this does an incoming graduate student really need to know?" (William J. Satzer, MathDL, April, 2007)

"The second edition has been published by Springer, which certainly testifies to the success of this book as a comprehensive textbook on linear algebra. It has been extensively revised and will continue to be very useful for self-study, as a textbook for advanced linear courses, and for reference purposes." (Rabe von Randow, Zentralblatt MATH, Vol. 1114 (16), 2007)

Authors and Affiliations

  • University of Haifa, Israel

    Jonathan S. Golan

Bibliographic Information

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Other ways to access