Numerical linear algebra with applications : (Record no. 44016)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02005nam a22002055i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780123944351 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 512.5 |
| Item number | FOR |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Ford, William. |
| 245 10 - TITLE STATEMENT | |
| Title | Numerical linear algebra with applications : |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | London ; |
| -- | San Diego, CA : |
| Name of publisher | Academic Press, |
| Year of publication | ©2015 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 602 pages |
| 500 ## - GENERAL NOTE | |
| General note | includes index |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Matrices --<br/>2. Linear equations --<br/>3. Subspaces --<br/>4. Determinants --<br/>5. Eigenvalues and eigenvectors --<br/>6. Orthogonal vectors and matrices --<br/>7. Vector and matrix norms --<br/>8. Floating point arithmetic --<br/>9. Algorithms --<br/>10. Conditioning of problems and stability of algorithms --<br/>11. Gaussian elimination and the LU decomposition --<br/>12. Linear system applications --<br/>13. Important special systems --<br/>14. Gram-Schmidt orthonormalization --<br/>15. The singular value decomposition --<br/>16. Least-square problems --<br/>17. Implementing the QR decomposition --<br/>18. The algebraic eigenvalue problem --<br/>19. The symmetric eigenvalue problem --<br/>20. Basic iterative methods --<br/>21. Krylov subspace methods --<br/>22. Large sparse eigenvalue problems --<br/>23. Computing the singular value decomposition --<br/>A. Complex numbers --<br/>B. Mathematical induction --<br/>C. Chebyshev polynominals. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | <br/>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. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Algebras, Linear. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Numerical calculations. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | MATLAB. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Reference Books |
| Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Reference | Main Library | Main Library | Reference | 10/10/2016 | Purchased | 16420.00 | 512.5 FOR | 015284 | Reference Books |