CIS 515, Spring 2012

Useful References:

Introduction to Numerical Linear Algebra and Optimization, by P.G. Ciarlet, Cambridge, 2001 (Parts of Chapters 1, 2, 4, 6, 7)
Linear Algebra and its Applications, by Peter Lax, Wiley, 2007.
Linear Algebra and its Applications, by Gilbert Strang, Saunders HBJ, 1988.
Linear Algebra Done Right, by Sheldon Axler, Springer, UTX, 1997
Matrix Analysis and Applied Linear Algebra, by C.D. Meyer, SIAM, 2000 (Another general reference on Numerical Linear Algebra)
Linear Algebra, by K. Hoffman and R. Kunze, Prentice Hal 1971.
Algebra, by Michael Artin, Prentice Hall, 1991.
Matrix Analysis, by Roger Horn and Charles Johnson, Cambridge, 1990.
(The ``bible'' on matrix algebra and matrix analysis)
Matrices, Theory and Applications, by Denis Serre, Springer, 2010.
Numerical Linear Algebra, by L. Trefethen and D. Bau, SIAM, 1997 (Parts of Chapters I, II, IV and V)
Applied Numerical Linear Algebra, by J. Demmel, SIAM, 1997 (Parts of Chapters I, II, III, IV and V)
Matrix Computations, by G.H. Golub and C.F. Van Loan, SIAM, 1996 (General reference on Numerical Linear Algebra)
Understanding and Using Linear Programming, by J. Matousek and B. Gartner, Springer Universitext, 2007 (Parts of Chapters 1, 2, 3, 4, 5, 6)
Online slides by L. Vandenberghe, http://www.ee.ucla.edu/ee236a/ee236a.html