Differential equations
Code | Completion | Credits | Range | Language |
---|---|---|---|---|
BIE-DIF | Z,ZK | 5 | 2P+2C | English |
- Course guarantor:
- Ondřej Bouchala
- Lecturer:
- Ondřej Bouchala, Antonella Marchesiello, Jan Valdman
- Tutor:
- Ondřej Bouchala, Antonella Marchesiello, Jan Valdman
- Supervisor:
- Department of Applied Mathematics
- Synopsis:
-
This course provides a foundational overview of differential equations, starting with basic motivation and examples of ODEs and progressing to essential solution methods like separation of variables. Key theorems on existence and uniqueness establish when solutions can be guaranteed. Linear and system-based ODEs are covered with methods like characteristic polynomial analysis, followed by examples of non-linear models such as predator-prey and epidemiological models to showcase real-world applications. Finally, an introduction to partial differential equations (PDEs) extends these concepts to multi-variable contexts.
The course will also cover numerical methods for solving ODEs and PDEs, including implicit and explicit Euler methods, Runge-Kutta methods, and finite element methods for both ODEs and PDEs.
- Requirements:
-
It is recommended to be comfortable with topics covered by BIE-LA1, BIE-MA1, and BIE-MA2 courses.
- Syllabus of lectures:
-
1 Motivation and first examples of ordinary differential equations (ODEs)
2 Separation of variables
3 The Cauchy problem, theorems on the existence and uniqueness of solution
4 Linear ODEs
5 Systems of linear ODEs
6 Explicit and implicit Euler methods, stability domains
7 Runge-Kutta methods, applications to systems of ODEs
8 Examples of non-linear models (predator-prey model, epidemiological models)
9 Introduction to partial differential equations (PDEs)
10 Boundary value problems
11 Shooting method, finite differences, finite element method for ODEs
12 Finite element method for PDEs
- Syllabus of tutorials:
-
1 Motivation and first examples of ordinary differential equations (ODEs)
2 Separation of variables
3 The Cauchy problem, theorems on the existence and uniqueness of solution
4 Linear ODEs
5 Systems of linear ODEs
6 Explicit and implicit Euler methods, stability domains
7 Runge-Kutta methods, applications to systems of ODEs
8 Examples of non-linear models (predator-prey model, epidemiological models)
9 Introduction to partial differential equations (PDEs)
10 Boundary value problems
11 Shooting method, finite differences, finite element method for ODEs
12 Finite element method for PDEs
- Study Objective:
- Study materials:
-
1. D. Schaeffer and J. Cain, Ordinary Differential Equations: Basics and Beyond, Springer-Verlag New York Inc., 2016
2. Braun M., Differential equations and their applications: An Introduction to Applied Mathematics, Spinger, 1992
3. L. C. Evans: Partial Differential Equations, 2nd ed., American Mathematical Society, Rhode Island, 2010.
- Note:
- Further information:
- https://courses.fit.cvut.cz/BIE-DIF
- Time-table for winter semester 2024/2025:
- Time-table is not available yet
- Time-table for summer semester 2024/2025:
-
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:
-
- Bachelor Specialization Information Security, in Czech, 2021 (elective course)
- Bachelor Specialization Management Informatics, in Czech, 2021 (elective course)
- Bachelor Specialization Computer Graphics, in Czech, 2021 (elective course)
- Bachelor Specialization Computer Engineering, in Czech, 2021 (elective course)
- Bachelor program, unspecified specialization, in Czech, 2021 (elective course)
- Bachelor Specialization Computer Engineering, 2021 (elective course)
- Bachelor Specialization, Information Security, 2021 (elective course)
- Bachelor Specialization Information Security, part-time, in Czech, 2021 (elective course)
- Bachelor Specialization Web Engineering, in Czech, 2021 (elective course)
- Bachelor Specialization Artificial Intelligence, in Czech, 2021 (elective course)
- Bachelor Specialization Computer Science, in Czech, 2021 (elective course)
- Bachelor Specialization Software Engineering, in Czech, 2021 (elective course)
- Bachelor Specialization Computer Systems and Virtualization, in Czech, 2021 (elective course)
- Bachelor Specialization Software Engineering, part-time, in Czech, 2021 (elective course)
- Bachelor Specialization, Software Engineering, 2021 (elective course)
- Bachelor Specialization, Computer Science, 2021 (elective course)
- Bachelor Specialization Computer Networks and Internet, in Czech, 2021 (elective course)
- Bachelor Specialization, Computer Networks and Internet, 2021 (elective course)
- Bachelor Specialization Computer Systems and Virtualization, 2021 (elective course)
- Bachelor Specialization Computer Networks and Internet, part-time, in Czech, 2021 (elective course)
- Bachelor Specialization Computer Systems and Virtualization, part-time, in Czech, 2021 (elective course)
- Bachelor program, unspecified specialization, part-time, in Czech, 2021 (elective course)
- Study plan for Ukrainian refugees (elective course)
- Bachelor Specialization Information Security, in Czech, 2024 (elective course)
- Bachelor program, unspecified specialization, in Czech, 2024 (elective course)
- Bachelor Specialization Management Informatics, in Czech, 2024 (elective course)
- Bachelor Specialization Computer Graphics, in Czech, 2024 (elective course)
- Bachelor Specialization Software Engineering, in Czech, 2024 (elective course)
- Bachelor Specialization Web Engineering, in Czech, 2024 (elective course)
- Bachelor Specialization Computer Networks and Internet, in Czech, 2024 (elective course)
- Bachelor Specialization Computer Engineering, in Czech, 2024 (elective course)
- Bachelor Specialization Computer Systems and Virtualization, in Czech, 2024 (elective course)
- Bachelor Specialization Artificial Intelligence, in Czech, 2024 (elective course)
- Bachelor Specialization Computer Science, in Czech, 20214 (elective course)
- Bachelor Specialization, Computer Engineering, Version 2024 (elective course)
- Bc. specialization Computer Graphics with omitting BI-SVZ (elective course)