SE366 Numerical Analysis
Instructor
:
Assoc.Prof.Dr. Yuriy Mishchenko
Email
:
yuriy.mishchenko@gmail.com
Link to the courses's webpage at IEU:
SE366 webpage at IEU
Course objectives
This course is an introduction level overview to the numerical analysis. The primary objective of the course is to develop the understanding of numerical algorithms and skills to implement algorithms to solve mathematical problems on the computer.
Course program
Errors and stability of numerical calculations
Solution of systems of linear equations
LU, Cholesky, QR matrix factorization
Solution of nonlinear equations via iterations
RedSecand and Newton-Rapson method
Interpolation using polynomials
Curve fitting using splines
Curve fitting using Least Squares
Numerical differentiation and quadratures
Numerical optimization
Solution of ODE
Solution of systems of ODE
Eigenvalues and SVD
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