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

Numerical Linear Algebra

Durham   Engineering&Physical Sciences :: Integrated Applied Mathematics
Credits: 3.0
Term: Fall 2022 - Full Term (08/29/2022 - 12/12/2022)
Grade Mode: Letter Grading
Class Size:   15  
CRN: 13559
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.
Department Approval Required. Contact Academic Department for permission then register through Webcat.
Instructors: John Gibson

Times & Locations

Start Date End Date Days Time Location
8/29/2022 12/12/2022 MWF 10:10am - 11:00am KING N345

Booklist

Book Details
NUMERICAL LINEAR ALGEBRA (97)
by TREFETHEN
Required
ISBN
9780898713619
PUBLISHER
SIAM
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