Numerical Methods in Matrix Computations by Ake Bj orck ... Iterative Methods for Sparse Linear Systems by Yousef Saad, SIAM 2003 GvL is a classic reference. A pdf copy of Saad's book is available ...

Numerical Optimization, Nocedal and Wright, Springer, 2006 (find ebook from CU Library website) Introduction to Applied Linear Algebra – Vectors, Matrices, and Least Squares, Boyd and Vandenberghe, ...

One exam covers Mathematical Analysis (MA 640 and MA 641). The other exam covers Linear Algebra and Numerical Linear Algebra (MA 631 and MA 660). Each exam is three and a half hours long. Master's ...

Practical applications such as image compression, least squares data fitting, and numerical solution of differential equations, will also be presented. Topics for this course include: vector and ...