Introduction to Numerical Linear Algebra

Catalog description

Uses results from linear algebra to derive and analyze numerical methods for the solution of linear equation systems and related problems. Includes algorithms for matrix multiplications, complexity of algorithms, singular value decomposition, triangular systems and the LU decomposition, condition numbers of matrices, the least square problem, and use of software to implement and test matrix algorithms. Prerequisite(s): CS 111 and either MATH 264 or MATH 374 .