Differencial Equations and Numerical Analysis
| Code | Completion | Credits | Range | Language |
|---|---|---|---|---|
| B0B01DRN | Z,ZK | 4 | 2P+2C | Czech |
- Garant předmětu:
- Petr Habala
- Lecturer:
- Petr Habala
- Tutor:
- Josef Dvořák, Daniel Gromada, Petr Habala, Karel Pospíšil
- Supervisor:
- Department of Mathematics
- Synopsis:
-
This course introduces students to the classical theory of ordinary differential equations (separable and linear ODEs) and also to bsics of numerical methods (errors in calculations and stability, numerical solutions of algebraic and differential equations and their systems). The course takes advantage of the synnergy between theoretical and practical point of view.
- Requirements:
-
Calculus 1
Linear Algebra
- Syllabus of lectures:
-
1. Solving ODEs by separation. Slope field, stability of equilibria.
2. Errors in computing.
3. Approximating derivative, order of method.
4. Numerical integration.
5. Numerical solution of differential equations (Euler method, Runge-Kutta).
6. Linear ODEs - homogeneous and non-homogeneous (method of undetermined coefficients, variation method).
7. Numerical solution of higher order ODEs.
8. Numerical methods for finding roots of functions (bisection method, Newton method, iteration method).
9. Finite methods of solving systems of linear equations (GEM, LU decomposition). Complexity of algorithm. Stability.
10. Iteration methods for solving systems of linear equations (Gauss-Seidel).
11. Systems of ODEs. Stability of solutions.
12. Numerical methods for determining eigenvalues and eigenvectors of matrices.
13. Applications of differential equations.
- Syllabus of tutorials:
-
1. Ordinary differential equations solvable by separation.
2. Analysis of solutions (stability, existence).
3. Getting to know the system, error in calculations.
4. Numerical integration.
5. Numerical solution of differential equations.
6. Homogeneous linear differential equations.
7. Equations with quasipolynomial right hand-side. Method of undetermined coefficients.
8. Numerical methods for finding roots of functions.
9. Homogeneous systems of linear ODEs.
10. Systems of linear ODEs.
11. Systems of linear ODEs numerically.
12. Eigenvalues and eigenvectors of matrices numerically.
13. Review of differential equations.
- Study Objective:
-
The aim is to acquire basic skills in real-life approaches to solving basic mathematical problems, and to get acquainted with theoretical foundations of ODE and numerical methods.
- Study materials:
-
[1] Habala P.: Ordinary Differential Equations And Numerical Analysis, online, 2020, popřípadě kratší verze v češtině.
Alternativy:
[2] Epperson, J.F.: An Introduction to Numerical Methods and Analysis. John Wiley & Sons, 2013.
[3] William E. Boyce, Richard C. DiPrima, Douglas B. Meade: Boyce's Elementary Differential Equations and Boundary Value Problems, 11. vydání, 2017.
- Note:
- Further information:
- https://math.fel.cvut.cz/cz/lide/habala/teaching/drn.html
- Time-table for winter semester 2023/2024:
- Time-table is not available yet
- Time-table for summer semester 2023/2024:
-
06:00–08:0008:00–10:0010:00–12:0012:00–14:0014:00–16:0016:00–18:0018:00–20:0020:00–22:0022:00–24:00
Mon Tue Wed Thu Fri - The course is a part of the following study plans:
-
- Electrical Engineering, Power Engineering and Management - Applied Electrical Engineering 2016 (compulsory course in the program)
- Electrical Engineering, Power Engineering and Management - Electrical Engineering and Management (compulsory course in the program)
- Cybernetics and Robotics 2016 (compulsory course in the program)
- Electrical Engineering, Power Engineering and Management (compulsory course in the program)
- Medical electronics and bioinformatics (compulsory course in the program)
- Electronics and Communications 2018 (compulsory course in the program)
- Electrical Engineering, Power Engineering and Management (compulsory course in the program)
- Electrical Engineering, Power Engineering and Management - Applied Electrical Engineering 2018 (compulsory course in the program)
- Electrical Engineering, Power Engineering and Management - Electrical Engineering and Management (compulsory course in the program)
- Open Electronic Systems (compulsory course in the program)
- Cybernetics and Robotics 2016 (compulsory course in the program)
The requirement for course B0B01DRN can be fulfilled by substitution with the course A8B01DEN.