Course Schedule and Catalog
Course Catalog - 2024-2025
CMOR 430 - SYST OF EQNS & UNCONST OPTIM
Long Title: ITERATIVE METHODS FOR SYSTEMS OF EQUATIONS AND UNCONSTRAINED OPTIMIZATION
Department: Comp Appl Math Operations Rsch
Grade Mode: Standard Letter
Language of Instruction: Taught in English
Course Type: Lecture
Credit Hours: 3
Restrictions:
Must be enrolled in one of the following Level(s):
Undergraduate Professional
Visiting Undergraduate
Undergraduate
Description: Iterative methods for linear systems of equations including Krylov subspace methods, including the conjugate gradient method and GMRES; gradient and Newton-like methods for unconstrained optimization and nonlinear least squares problems; Newton and Newton-like methods for nonlinear systems of equations; techniques for improving the global convergence of these algorithms; implementation of these methods in Matlab or Python; applications to example problems in science and engineering. Graduate/Undergraduate Equivalency: CMOR 530. Recommended Prerequisite(s): (CAAM 453 or CMOR 422)