Matrix Analysis and Computation

Course Number: ChE211A/CS211A/ECE210A/Math206A/ME210A     Edit
Focus Area: Computational Methods
Units: 4
Quarter (typical): Fall
Faculty Responsible:
Short Description:
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.
Syllabus:

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. Recommended preparation: Students should be proficient in basic numerical methods, linear algebra, mathematically rigorous proofs, and some programming language.