513 - Numerical Linear Algebra

Prerequisites: 
Math 340 or equivalent, Comp Sci 302 or equivalent.
Frequency: 
Fall (I).
Student Body: 

Computer Science, applied math majors and math majors with emphasis in Comp. Sci. Graduate students in related areas.

Credits: 
3. (N-A)
Course Coordinator: 
Computer Science department
Background and Goals: 

This course is taught by the Computer Science department and it is meant to give undergraduates an introduction to numerical methods in linear algebra.

Alternatives: 
N/A
Subsequent Courses: 
Math 514
Course Content: 
  • Direct and iterative solution of linear and nonlinear systems and of eigenproblems
  • LU and symmetric LU factorization
  • Complexity, stability, and conditioning
  • Nonlinear systems
  • Iterative methods for linear systems
  • Qr-factorization and least squares
  • Eigenproblems: local and global methods