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Numerical models and applications

Type of study Follow-up Master
Language of instruction Czech
Code 230-0325/01
Abbreviation NMA
Course title Numerical models and applications
Credits 4
Coordinating department Department of Mathematics
Course coordinator doc. Ing. Martin Čermák, Ph.D.

Osnova předmětu

1. Course contents, the issue of errors, the stability of calculations.
2. A solution of nonlinear equations, separation of roots, bisection method, regula-falsi method.
3. Newton's method and fixed-point iterations.
4. Direct methods for solving linear equations, Gaussian elimination, and LU-decomposition.
5. Eigenvalues and eigenvectors, numerical calculation.
6. Iterative methods for solving linear equations.
7. Iterative methods for solving nonlinear equations.
8. Interpolation by polynomials.
9. Interpolation by splines.
10. Least squares approximation.
11. Numerical differentiation and integration, Newton-Cotes formulae.
12. Method of finite volume and method of finite elements.
13. The introduction of the CFD method (Navier-Stokes equation).
14. Reserve.

E-learning

Povinná literatura

[1] Conte, C.D., de Boor, C.: Elementary Numerical Analysis, SIAM - Society for Industrial and Applied Mathematics, ISBN-10: 1611975190 , 2018.

Advised literature

[1] Griffiths, G.W.: Numerical Analysis Using R: Solutions to ODEs and PDEs, Cambridge University Press, ISBN-10: 1107115612 , 2016.