Numerical modeling of system dynamics
Course: Applied mathematics
Structural unit: Faculty of Computer Science and Cybernetics
Title
Numerical modeling of system dynamics
Code
ННД.10
Module type
Обов’язкова дисципліна для ОП
Educational cycle
Second
Year of study when the component is delivered
2023/2024
Semester/trimester when the component is delivered
2 Semester
Number of ECTS credits allocated
4
Learning outcomes
PLO2. Understanding of the principles and methods of analysis and evaluation of the range of tasks that contribute to the further development of effective use of information resources.
Form of study
Distance form
Prerequisites and co-requisites
Students must know the relevant sections of the methods of approximate calculations, namely finite-difference methods for solving boundary value problems, methods of linear algebra, approximation of operators; methods of functional analysis; differential equations; Fourier series theory and other mathematical methods.
Course content
The purpose of the discipline "Numerical modeling of system dynamics" is to familiarize with the problems of numerical modeling of physical processes, in particular, hydrodynamics, to study general numerical modeling approaches that arise in hydrodynamics problems, and to learn techniques for constructing difference algorithms with the necessary properties.
This discipline is a component of the educational and professional program of training specialists at the second (master's) level of higher education
It is taught in the 2nd semester in the amount of 120 hours.
(4 ECTS credits) in particular: lectures – 20 hours, laboratory hours – 18 hours. consultations 2 hours, independent work - 80 hours) The course includes 2 content modules and 3 laboratory works, an essay. The discipline ends with an exam.
Course structure. The subject of the educational discipline "Numerical modeling of system dynamics" includes issues of linear and Hilbert spaces, Sobolev spaces, the main types of mathematical physics problems, generalized problem statements, correctness of mathematical methods, calculation schemes, practical use of developed system tools for solving numerical modeling problems applied mathematics and mathematical physics.
Recommended or required reading and other learning resources/tools
1. Rouch P. Vyichislitelnaya gidrodinamika. M. “Mir” 1980. – 616s.
2. Anderson D., Tannenhill Dzh., Pletcher R. Vyichislitelnaya gidrodinamika i teploobmen. t 1, t 2, M. “Mir”, 1990.
3. Samarskiy A.A. Teoriya raznostnyih shem. M.:”Nauka” –1983. – 616s.
4. Hryshchenko O.Iu., Liashko S.I. Metody Furie ta pershoho dyferentsialnoho nablyzhennia v teorii riznytsevykh skhem. – VPTs ”Kyivskyi universytet”, 2005. – 84 s.
5. O.Iu. Hryshchenko, V.I.Liashko, Onotskyi V.V. Dvokrokovi riznytsevi alhorytmy dlia hiperbolichnykh rivnian pershoho poriadku z kerovanoiu shtuchnoiu viazkistiu. // Zhurnal obchysliuvalnoi ta prykladnoi matematyky. -2001. - №1(86). S. 20-28.
6. Rihtmayer R., Morton K. Raznostnyie metodyi resheniya kraevyih zadach. –M.: “Mir” 1972. – 418 s.
7. Kollatts L. Funktsionalnyiy analiz i vyichislitelnaya matematika. –“Mir”
8. Godunov S.K., Ryabenkiy V.S. Raznostnyie shemyi.– M.:”Nauka” –1977. – 440s.
..
Planned learning activities and teaching methods
Lectures, laboratory workshop, independent work.
Assessment methods and criteria
Forms of student assessment:
- semester assessment:
1. Laboratory work 1: 15 points / 9 points.
2. Laboratory work 2: 15 points / 9 points.
3. Laboratory work 3: 15 points / 9 points.
4. Summary: 15 points / 9 points.
A student is admitted to the exam if he scored more than 36 points during the semester.
To obtain an overall positive grade in the discipline, the grade for the exam can not be
less than 24 points.
Language of instruction
Ukrainian
Lecturers
This discipline is taught by the following teachers
Departments
The following departments are involved in teaching the above discipline