Gene H. Golub, Charles F. Van Loan, Matrix Computations,
Third Edition, Johns Hopkins Series in the Mathematical Sciences, 664 pages,
1996
Lloyd N. Trefethen and David Bau, III, Numerical Linear Algebra
xii+361 pages, SIAM, 1997. The first 5 lectures are available from:
Numerical Linear Algebra Very good, but a bit more advanced than this course.
Moler, Cleve B., Numerical Computing with MATLAB, SIAM 2004
A copy of this book and related software is also on the Internet at:
http://www.mathworks.com/moler
(Moler created MATLAB himself).
Desmond J. Higham and Nicholas J. Higham, MATLAB Guide,
SIAM, 2000. xxii+283 pages,SIAM, 2000.
Nicholas J. Higham, Accuracy and Stability of Numerical
Algorithms, Second edition, xxx+680 pages, SIAM, 2002.
X11R6 fonts (pfd)
How xwindows (Unix/Linux) manipulates fonts using linear algebra.
Forsyth and Ponce Computer Vision, Prentice-Hall, 2003.
This is the standard text. It uses lots of linear algebra. Affine
and projective structures are discussed in Chapters 12 and 13.
An electronic version of an older draft is also available:
Older
Draft (PDF)
Lecture Notes and Related Courses
Last year this course was taught by Professor Taylor of CIS.
This is his course web page.
CIS 313,
Spring 2004