Numerical linear algebra with applications : using MATLAB / by William Ford.
Designed for those who want to gain a practical knowledge of modern computational techniques for the numerical solution of linear algebra problems, Numerical Linear Algebra with Applications contains all the material necessary for a first year graduate or advanced undergraduate course on numerical l...
Saved in:
| Online Access: |
Full Text (via ProQuest) |
|---|---|
| Main Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
London ; San Diego, CA :
Academic Press,
2015.
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| Edition: | First edition. |
| Subjects: |
MARC
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| 050 | 4 | |a QA184.2 |b .F67 2015 | |
| 100 | 1 | |a Ford, William H., |e author. | |
| 245 | 1 | 0 | |a Numerical linear algebra with applications : |b using MATLAB / |c by William Ford. |
| 250 | |a First edition. | ||
| 264 | 1 | |a London ; |a San Diego, CA : |b Academic Press, |c 2015. | |
| 264 | 4 | |c ©2015. | |
| 300 | |a 1 online resource (xxvi, 602 pages) | ||
| 336 | |a text |b txt |2 rdacontent. | ||
| 337 | |a computer |b c |2 rdamedia. | ||
| 338 | |a online resource |b cr |2 rdacarrier. | ||
| 347 | |a text file. | ||
| 500 | |a Includes index. | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a 1. Matrices -- 2. Linear equations -- 3. Subspaces -- 4. Determinants -- 5. Eigenvalues and eigenvectors -- 6. Orthogonal vectors and matrices -- 7. Vector and matrix norms -- 8. Floating point arithmetic -- 9. Algorithms -- 10. Conditioning of problems and stability of algorithms -- 11. Gaussian elimination and the LU decomposition -- 12. Linear system applications -- 13. Important special systems -- 14. Gram-Schmidt orthonormalization -- 15. The singular value decomposition -- 16. Least-square problems -- 17. Implementing the QR decomposition -- 18. The algebraic eigenvalue problem -- 19. The symmetric eigenvalue problem -- 20. Basic iterative methods -- 21. Krylov subspace methods -- 22. Large sparse eigenvalue problems -- 23. Computing the singular value decomposition -- A. Complex numbers -- B. Mathematical induction -- C. Chebyshev polynominals. | |
| 520 | |a Designed for those who want to gain a practical knowledge of modern computational techniques for the numerical solution of linear algebra problems, Numerical Linear Algebra with Applications contains all the material necessary for a first year graduate or advanced undergraduate course on numerical linear algebra with numerous applications to engineering and science. With a unified presentation of computation, basic algorithm analysis, and numerical methods to compute solutions, this book is ideal for solving real-world problems. It provides necessary mathematical background information for. | ||
| 546 | |a English. | ||
| 588 | 0 | |a Print version record. | |
| 630 | 0 | 0 | |a MATLAB. |
| 650 | 0 | |a Algebras, Linear. | |
| 650 | 0 | |a Numerical calculations. | |
| 630 | 0 | 7 | |a MATLAB. |2 fast |0 (OCoLC)fst01365096. |
| 650 | 7 | |a Algebras, Linear. |2 fast |0 (OCoLC)fst00804946. | |
| 650 | 7 | |a Numerical calculations. |2 fast |0 (OCoLC)fst01041288. | |
| 776 | 0 | 8 | |i Print version: |a Ford, William. |t Numerical linear algebra with applications. |b First edition. |z 9780123944351. |
| 856 | 4 | 0 | |u https://ebookcentral.proquest.com/lib/ucb/detail.action?docID=1789498 |z Full Text (via ProQuest) |
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| 952 | f | f | |p Can circulate |a University of Colorado Boulder |b Online |c Online |d Online |e QA184.2 .F67 2015 |h Library of Congress classification |i web |n 1 |