Some other references¶
Some of the books listed below are SIAM e-books and available free if you access them from a UW computer. Or if you are off-campus, you can gain access by using the UW library off-campus proxy.
For more SIAM e-book titles related to numerical linear algebra, see Linear Algebra and Matrix Theory list (See also the list of SIAM textbooks on this topic).
Linear algebra¶
| [StrangBook] | G. Strang, Introduction to Linear Algebra, Wellesley-Cambridge and SIAM, 2016. (Strang also has videos of lectures online, check his webpage |
| [Demmel] | J. W. Demmel, Applied Numerical Linear Algebra, SIAM e-book, 1997. |
| [Stewart-1] | G. W. Stewart, Matrix Algorithms: Volume 1: Basic Decompositions, SIAM e-book, 1998. |
| [Stewart-2] | G. W. Stewart, Matrix Algorithms: Volume 2: Eigensystems, SIAM e-book, 2001. |
| [Matousek] | J. Matoušek, Thirty-three Miniatures Mathematical and Algorithmic Applications of Linear Algebra, American Mathematical Society, 2010. Available on reserve at the Mathematics Research Library. A preliminary version pdf is also available. |
Matlab¶
| [Driscoll] | T. A. Driscoll, Learning MATLAB, SIAM e-book, 2009. |
| [Higham] | D. J. Higham and N. J. Higham, Matlab Guide: Second Edition SIAM e-book, 2005. |
| [Moler] | C. B. Moler, Numerical Computing with MATLAB, SIAM e-book, 2004. |
Python¶
| [Dive-into-Python] | M. Pilgram, Dive Into Python,. |
| [Python] | G. van Rossum, An Introduction to Python, |
Latex¶
| [HighamChapter] | N. J. Higham, Tex and Latex Chapter from: Handbook of Writing for the Mathematical Sciences, , Second Edition, SIAM e-book. |
| [GriffithsHigham] | D.F. Griffiths and D.J. Higham, Learning LaTeX, SIAM, 2016 (New edition!) |
Advanced topics¶
| [Dongarra-Duff] | J. J. Dongarra, I. S. Duff, D. C. Sorensen, H. A. van der Vorst, Numerical Linear Algebra for High-Performance Computers,, SIAM e-book. |