Matrix analysis
 Responsibility
 Roger A. Horn, Charles R. Johnson.
 Language
 English.
 Edition
 2nd ed.
 Imprint
 Cambridge ; New York : Cambridge University Press, 2013.
 Physical description
 xviii, 643 p. : ill. ; 26 cm.
Access
Available online
Math & Statistics Library
Stacks
Call number  Status 

QA188 .H66 2013  Unknown 
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Creators/Contributors
 Author/Creator
 Horn, Roger A.
 Contributor
 Johnson, Charles R.
Contents/Summary
 Bibliography
 Includes bibliographical references and index.
 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.
 (source: Nielsen Book Data)
 Publisher's Summary
 Linear algebra and matrix theory are fundamental tools in mathematical and physical science, as well as fertile fields for research. This second edition of this 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. This thoroughly revised and updated second edition is a text for a second course on linear algebra and has more than 1,100 problems and exercises, new sections on the singular value and CS decompositions and the Weyr canonical form, expanded treatments of inverse problems and of block matrices, and much more.
(source: Nielsen Book Data)
Subjects
Bibliographic information
 Publication date
 2013
 ISBN
 9780521839402 (hardback)
 0521839408 (hardback)