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Numerical Linear Algebra with Applications

Using MATLAB and Octave

Paperback Engels 2025 9780443134760
€ 147,39
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Samenvatting

Numerical Linear Algebra with Applications: Using MATLAB and Octave, Second Edition provides practical knowledge on modern computational techniques for the numerical solution of linear algebra problems. The book offers a unified presentation of computation, basic algorithm analysis, and numerical methods to compute solutions. Useful to readers regardless of background, the text begins with six introductory courses to provide background for those who haven’t taken applied or theoretical linear algebra. This approach offers a thorough explanation of the issues and methods for practical computing using MATLAB as the vehicle for computation.

Appropriate for advanced undergraduate and early graduate courses on numerical linear algebra, this useful textbook explores numerous applications to engineering and science.

Specificaties

ISBN13:9780443134760
Taal:Engels
Bindwijze:Paperback

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Inhoudsopgave

<p>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 decomposition<br>15. The singular value decomposition<br>16. Least-squares problems<br>17. Implementing the QR factorization<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</p>

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€ 147,39
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        Numerical Linear Algebra with Applications