Matrix Analysis
2nd Edition
$55.00
 Authors:
 Roger A. Horn, University of Utah
 Charles R. Johnson
 Date Published: October 2012
 availability: Available
 format: Paperback
 isbn: 9780521548236
$55.00
Paperback

Linear algebra and matrix theory are fundamental tools in mathematical and physical science, as well as fertile fields for research. This new edition of the acclaimed text presents results of both classic and recent matrix analysis using canonical forms as a unifying theme, and demonstrates their importance in a variety of applications. The authors have thoroughly revised, updated, and expanded on the first edition. The book opens with an extended summary of useful concepts and facts and includes numerous new topics and features, such as:  New sections on the singular value and CS decompositions  New applications of the Jordan canonical form  A new section on the Weyr canonical form  Expanded treatments of inverse problems and of block matrices  A central role for the Von Neumann trace theorem  A new appendix with a modern list of canonical forms for a pair of Hermitian matrices and for a symmetricskew symmetric pair  Expanded index with more than 3,500 entries for easy reference  More than 1,100 problems and exercises, many with hints, to reinforce understanding and develop auxiliary themes such as finitedimensional quantum systems, the compound and adjugate matrices, and the Loewner ellipsoid  A new appendix provides a collection of problemsolving hints.
Read more Comprehensive coverage of core advanced linear algebra topics, using canonical forms as a unifying theme
 More than 1100 problems and exercises, many with detailed hints, including themebased problems that develop throughout the text
 2by2 examples illustrate concepts throughout the book
Reviews & endorsements
"The second edition of Matrix Analysis, as curated by Roger Horn and Charlie Johnson, is the definitive source and indispensable reference for the foundations of matrix analysis. The material is comprehensive yet thoughtfully collected, and presented with insightful exposition and crystalclear organization. This book is for anyone who comes in contact with matrices, be it applied scientist, casual user, or experienced researcher."
Ilse Ipsen, North Carolina State UniversitySee more reviews"The second edition of Matrix Analysis by Horn and Johnson is a significant enhancement (featuring a large number of recent research results, new and illuminating approaches, a comprehensive summary of basic linear algebra and matrix theory, hints on some problems, and a highly detailed index) of the hugely successful and widely used first edition. It is a monumental contribution on the theory and applications of matrices. I had the honor of using some chapters of the draft of the second edition in my Advanced Matrix Analysis class at Georgia State University. I am certain that the second edition of Matrix Analysis will be the standard graduate textbook and an indispensable reference book on matrix theory for many years to come."
Zhongshan Li, Georgia State University"The book is well organized, completely readable, and very enlightening. For researchers in matrix analysis, matrix computations, applied linear algebra, or computational science, this second edition is a valuable book."
Jesse L. Barlow, Computing Reviews"The book is a valuable modern textbook devoted to the fundamentals of this active area of research, having many applications in mathematics and other disciplines. The book is clearly and carefully edited. The book is useful for graduate students, researchers and any person who loves matrix analysis."
Mohammad Sal Moslehian, Mathematical Reviews"With the additional material and exceedingly clear exposition, this book will remain the goto book for graduate students and researchers alike in the area of linear algebra and matrix theory. I suspect there are few readers who will go through this book and not learn many new things. It is an invaluable reference for anyone working in this area."
Anne Greenbaum, SIAM Review"The new edition is clearly a musthave for anyone seriously interested in matrix analysis."
Nick Higham, Applied Mathematics, Software and Workflow blogCustomer reviews
Not yet reviewed
Be the first to review
Review was not posted due to profanity
×Product details
 Edition: 2nd Edition
 Date Published: October 2012
 format: Paperback
 isbn: 9780521548236
 length: 662 pages
 dimensions: 254 x 178 x 34 mm
 weight: 1.13kg
 contains: 1175 exercises
 availability: Available
Table of Contents
1. Eigenvalues, eigenvectors, and similarity
2. Unitary similarity and unitary equivalence
3. Canonical forms for similarity, and triangular factorizations
4. Hermitian matrices, symmetric matrices, and congruences
5. Norms for vectors and matrices
6. Location and perturbation of eigenvalues
7. Positive definite and semidefinite matrices
8. Positive and nonnegative matrices
Appendix A. Complex numbers
Appendix B. Convex sets and functions
Appendix C. The fundamental theorem of algebra
Appendix D. Continuous dependence of the zeroes of a polynomial on its coefficients
Appendix E. Continuity, compactness, and Weierstrass' theorem
Appendix F. Canonical pairs.General Resources
Find resources associated with this title
Type Name Unlocked * Format Size Showing of
*This title has one or more locked files and access is given only to instructors adopting the textbook for their class. We need to enforce this strictly so that solutions are not made available to students. To gain access to locked resources you either need first to sign in or register for an account.
These resources are provided free of charge by Cambridge University Press with permission of the author of the corresponding work, but are subject to copyright. You are permitted to view, print and download these resources for your own personal use only, provided any copyright lines on the resources are not removed or altered in any way. Any other use, including but not limited to distribution of the resources in modified form, or via electronic or other media, is strictly prohibited unless you have permission from the author of the corresponding work and provided you give appropriate acknowledgement of the source.
If you are having problems accessing these resources please email cflack@cambridge.org
Sorry, this resource is locked
Please register or sign in to request access. If you are having problems accessing these resources please email cflack@cambridge.org
Register Sign in» Proceed