CIS 515, Fall 2016
Useful References:

Matrix Analysis and Applied Linear Algebra, by
C.D. Meyer, SIAM, 2000
(A general reference on Numerical Linear Algebra)

Linear Algebra and its Applications,
by Gilbert Strang, Saunders HBJ, 1988.

Linear Algebra and its Applications,
by Peter Lax, Wiley, 2007.

Linear Algebra Done Right,
by Sheldon Axler, Springer, UTX, 1997

Introduction to Numerical Linear Algebra and Optimization,
by P.G. Ciarlet, Cambridge, 2001
(Parts of Chapters 1, 2, 4, 6, 7)

Linear Algebra,
by K. Hoffman and R. Kunze, Prentice Hal 1971.

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 Analysis,
by Roger Horn and Charles Johnson, Cambridge, 1990.
(The ``bible'' on matrix algebra and matrix analysis)

Matrix Computations, by G.H. Golub and C.F. Van Loan,
SIAM, 1996 (General reference on Numerical Linear Algebra)

Algebra,
by Michael Artin, Prentice Hall, 1991.

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
The MacTutor History of Mathematics archive
Welcome Page
The Mathematics Genealogy Project
Home Page
Papers Relevant to the Course Material

Image Compression, by Greg Ames, 2002
(pdf)

Talk on GramSchmidt
(pdf)

History of Gaussian elimination
(pdf)
 On the Early History of the Singular Value Decomposition,
by G.W. Stewart
(pdf)
 Appendices I and II of Lectures on Matrices, by
J.H.M Wedderburn (1937)
(pdf)

Boris Delone (On his life and creative work)
(pdf)

The Geometry of Algorithms with Orthogonality Constraints,
by Edelman, Aris, and Smith (1998)
(pdf)

Riemannian Geometry of Grassmann Manifolds ..., by Absil, Mahoney,
Sepulchre (2004)
(pdf)

Statistical Computations on Grassmann and Stiefel Manifolds for Image
and
VideoBased Recognition,
by Turaga and Srivastava (2011)
(pdf)
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