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1. Numerical linear algebra with Julia [2021]
 Darve, Eric, author.
 Philadelphia : Society for Industrial and Applied Mathematics, [2021]
 Description
 Book — 1 volume
 Summary

 Getting started with Julia
 Linear algebra bootcamp
 Linear systems and the basics of floatingpoint arithmetic
 QR factorization
 Eigenvalues and eigenvectors
 Eigenvalue computation for sparse matrices
 Classical iterations to solve linear systems
 Krylov methods to solve linear systems
 (A taste of) Direct methods to solve sparse linear systems
 Julia essentials
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Engineering Library (Terman)
Engineering Library (Terman)  Status 

On reserve: Ask at Engineering circulation desk  
QA185 .D37 D37 2021  Unknown 2hour loan 
QA185 .D37 D37 2021  Unknown 2hour loan 
CME30201
 Course
 CME30201  Numerical Linear Algebra
 Instructor(s)
 Eric Darve
2. Matrix computations [2013]
 Golub, Gene H. (Gene Howard), 19322007.
 4th ed.  Baltimore : Johns Hopkins University Press, 2013.
 Description
 Book — xxi, 756 p. : ill. ; 26 cm.
 Summary

 Matrix multiplication problems
 Matrix analysis
 General linear systems
 Special linear systems
 Orthogonalization and least squares
 Parallel matrix computations
 The unsymmetric eigenvalue problem
 The symmetric eigenvalue problem
 Lanczos methods
 Iterative methods for linear systems
 Functions of matrices
 Special topics.
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 Online
Engineering Library (Terman)
Engineering Library (Terman)  Status 

On reserve: Ask at Engineering circulation desk  
QA188 .G65 2013  Unknown 2hour loan 
CME30201
 Course
 CME30201  Numerical Linear Algebra
 Instructor(s)
 Eric Darve
3. Applied numerical linear algebra [1997]
 Demmel, James W.
 Philadelphia : Society for Industrial and Applied Mathematics, c1997.
 Description
 Book — xi, 419 p. : ill. (some col.) ; 26 cm.
 Summary

 Preface
 1. Introduction
 2. Linear equation solving
 3. Linear least squares problems
 4. Nonsymmetric Eigenvalue problems
 5. The symmetric Eigenproblem and singular value decomposition
 6. Iterative methods for linear systems
 7. Iterative methods for Eigenvalue problems
 Bibliography
 Index.
 (source: Nielsen Book Data)
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Engineering Library (Terman)
Engineering Library (Terman)  Status 

On reserve: Ask at Engineering circulation desk  
QA184 .D455 1997  Unknown 2hour loan 
CME30201
 Course
 CME30201  Numerical Linear Algebra
 Instructor(s)
 Eric Darve
4. Numerical linear algebra [1997]
 Trefethen, Lloyd N. (Lloyd Nicholas)
 Philadelphia : Society for Industrial and Applied Mathematics, 1997.
 Description
 Book — xii, 361 p. : ill. ; 26 cm.
 Summary

 Preface
 Part I. Fundamental: 1. Matrixvector multiplication
 2. Orthogonal vectors and matrices
 3. Norms
 4. The singular value decomposition
 5. More on the SVD
 Part II. QR Factorization and Least Squares: 6. Projectors
 7. QR factorization
 8. GramSchmidt orthogonalization
 9. MATLAB
 10. Householder triangularization
 11. Least squares problems
 Part III. Conditioning and Stability: 12. Conditioning and condition numbers
 13. Floating point arithmetic
 14. Stability
 15. More on stability
 16. Stability of householder triangularization
 17. Stability of back substitution
 18. Conditioning of least squares problems
 19. Stability of least squares algorithms
 Part IV. Systems of Equations: 20. Gaussian elimination
 21. Pivoting
 22. Stability of Gaussian elimination
 23. Cholesky factorization
 Part V. Eigenvalues: 24. Eigenvalue problems
 25. Overview of Eigenvalue algorithms
 26. Reduction to Hessenberg or tridiagonal form
 27. Rayleigh quotient, inverse iteration
 28. QR algorithm without shifts
 29. QR algorithm with shifts
 30. Other Eigenvalue algorithms
 31. Computing the SVD
 Part VI. Iterative Methods: 32. Overview of iterative methods
 33. The Arnoldi iteration
 34. How Arnoldi locates Eigenvalues
 35. GMRES
 36. The Lanczos iteration
 37. From Lanczos to Gauss quadrature
 38. Conjugate gradients
 39. Biorthogonalization methods
 40. Preconditioning
 Appendix
 Notes
 Bibliography
 Index.
 (source: Nielsen Book Data)
(source: Nielsen Book Data)
 Online
Engineering Library (Terman)
Engineering Library (Terman)  Status 

On reserve: Ask at Engineering circulation desk  
QA184 .T74 1997  Unknown 2hour loan 
QA184 .T74 1997  Unknown 2hour loan 
QA184 .T74 1997  Unknown 2hour loan 
CME30201
 Course
 CME30201  Numerical Linear Algebra
 Instructor(s)
 Eric Darve