Introduction to Scientific Computing (MATH 551)
Undergraduate course, University of Massachusetts Amherst, Department of Mathematics and Statistics, 2022
MATH551 is an introduction to numerical analysis. The topics we will discuss are:
- Taylor’s theorem with remainder and its use in developing numerical approximation schemes such a finite differences.
- Round-off errors and condition number with applications to the fast inverse square root used in Quake-III and Kahan summation.
- Iterative methods for root solving of nonlinear equations.
- Direct methods for linear systems.
- Iterative methods for linear systems.
- Polynomial interpolation using Chebyshev polynomials and a brief introduction to spectral methods.
Lecture Notes
Detailed lecture notes will be available.