Matrix Analysis and Computation

Number: 
CMPSC 211A
Level: 
Graduate
Units: 
4

Description

Prerequisite: Consent of instructor.
Enrollment Comments: Students should be proficient in basic numerical methods, linear algebra, mathematically rigorous proofs, and some programming language. Same course as ECE 210A, ME 210A, Mathematics 206A, Chemical Engineering 211A, and Geology 251A.
Graduate level-matrix theory with introduction to matrix computations. SVD's, pseudoinverses, variational characterization of eigenvalues, perturbation theory, direct and iterative methods for matrix computations.