IAM 961 (01) - Numerical Analysis I: Numerical Linear Algebra

Numerical Linear Algebra

Durham   Engineering&Physical Sciences :: Integrated Applied Mathematics
Credits: 3.0
Term: Fall 2021 - Full Term (08/30/2021 - 12/13/2021)
Grade Mode: Letter Grading
Class Size:   15  
CRN: 14077
Introduction to numerical analysis and computational methods for linear systems. Topics include: IEEE floating point arithmetic; vector norms and induced norms; conditioning; projectors; LU decompositions; pivoting; Cholesky factorization; QR decompositions; Gram-Schmidt orthogonalization; Householder triangularization; Singular Value decompositions; least squares problems; stability; eigenvalue problems; power iterations; QR algorithm; Krylov methods; Arnoldi iteration; GMRES; Lanczos iteration; Conjugate gradient algorithms; and Preconditioning. Prereq: scientific programming and linear algebra.
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Instructors: John Gibson

Times & Locations

Start Date End Date Days Time Location
8/30/2021 12/13/2021 MW 9:40am - 11:00am KING N204