Mathematics E MAT E-2-NP
Subject Mathematics E (MAT E)
Guarantee doc. RNDr. Jaromír Kuben, CSc.
Department Department of Mathematics and Physics
Specialization NO
Profiling subject YES
Theory profiling subject NO
Final exam NO
Multi semestral subject NO
Subject is guaranted by other school NO
Optionality Povinný
Clasification Zápočet + Zkouška
Credits 3
Recommended year/semester 1/2
Number of weeks 14
Celkem (h) Př. Cv. Lab. Sem. Kurzy Praxe Stáže Soustř. Exkurze Terén SP Konzultace PV
Numerical analysis: – introduction to numerical methods, – types of errors, – properties of numerical algorithms, correctness and conditionality of numerical problems, – vector and matrix norms. 2 2 0 0 0 0 0 0 0 0 0 0 0 0
Numerical solution of nonlinear equations: nonlinear equations withone unknown, the idea of numerical solution, separation and approximation, – main iterative methods for one equation (bisection method, false position method, simple iteration method, Newton method, secant method), – systems of nonlinear equations, simple iteration method and Newton method.) 4 2 0 2 0 0 0 0 0 0 0 0 0 0
Numerical solution of systems of linear algebraic equations: – direct methods (Gaussian elimination method, LU decomposition, Cholesky method), 4 2 0 2 0 0 0 0 0 0 0 0 0 0
Interpolation and approximation of functions: – the idea of approximation, categorization, – interpolating polynomials (Lagrange's, Newton's, equidistant case), – interpolating splines, cubic splines, – approximation using least squares method. 6 2 2 2 0 0 0 0 0 0 0 0 0 0
Numerical evaluation of definite integrals: – quadrature formulae and their properties, – Newton–Cotes closed and open formulae, basic and composite formulae, – Gaussian quadrature rules, – Romberg's method. 4 2 0 2 0 0 0 0 0 0 0 0 0 0
Numerical solution of ordinary differential equations and their systems: – the idea of numerical solution of initial value problem for one first order ODE, – one-step methods (explicite, implicite), properties (errors, convergence, stability), – Runge–Kutta methods, – multistep methods (explicite, implicite), Adams methods, predictor-corrector methods, back differentiation methods, tough problems, generalization to systems of ODE's, – higher order ODE's. 8 4 0 4 0 0 0 0 0 0 0 0 0 0
Povinná:
Kuben, J. a Račková, P. Numerické metody. Skriptum. Brno: Univerzita obrany, 2016. viii+245 s. Dostupné v knihovně UO pod číslem S-3876. ISBN 978-80-7231-373-0.

Doporučená:
Přikryl, P. Numerické metody analýzy. 1. vydání. Praha: SNTL, 1985. 192 s. Dostupné v knihovně UO pod číslem S-2670/24.
Míka, S. Numerické metody algebry. 1. vydání. Praha: SNTL, 1982. 176 s. Dostupné v knihovně UO pod číslem S-2670/4.
Povinná multimediální:
Kuben, J. a Račková, P. Numerické metody. Elektronická učebnice. Brno: Univerzita obrany, 2019. 817 s. ISBN 978-80-7582-092-1. Dostupné z https://moodle.unob.cz/mod/resource/view.php?id=47767 [cit. 2020-07-26].

Písemné testy během semestru, stanovené úkoly, zápočet a zkouška.