
Linear Algebra
Algorithms, Applications, and Techniques
Resources
Description
Key Features
- Introduces deductive reasoning and helps the reader develop a facility with mathematical proofs
- Provides a balanced approach to computation and theory by offering computational algorithms for finding eigenvalues and eigenvectors
- Offers excellent exercise sets, ranging from drill to theoretical/challeging along with useful and interesting applications not found in other introductory linear algebra texts
Readership
Table of Contents
PREFACE
1. MATRICES
2. VECTOR SPACES
3. LINEAR TRANSFORMATIONS
4. EIGENVALUES, EIGENVECTORS, AND DIFFERENTIAL EQUATIONS
5. EUCLIDEAN INNER PRODUCT
APPENDIX A: DETERMINANTS
APPENDIX B: JORDAN CANONICAL FORMS
APPENDIX C: MARKOV CHAINS
APPENDIX D: THE SIMPLEX METHOD, AN EXAMPLE
APPENDIX E: A WORD ON NUMERICAL TECHNIQUES AND TECHNOLOGY
ANSWERS AND HINTS TO SELECTED PROBLEMS
INDEX
Product details
- No. of pages: 536
- Language: English
- Copyright: © Academic Press 2013
- Published: October 8, 2013
- Imprint: Academic Press
- eBook ISBN: 9780123978110
- Paperback ISBN: 9780123914200