13M051ASS - Complex Systems Analysis
| Course specification | ||||
|---|---|---|---|---|
| Course title | Complex Systems Analysis | |||
| Acronym | 13M051ASS | |||
| Study programme | Electrical Engineering and Computing | |||
| Module | ||||
| Type of study | master academic studies | |||
| Lecturer (for classes) | ||||
| Lecturer/Associate (for practice) | ||||
| Lecturer/Associate (for OTC) | ||||
| ESPB | 6.0 | Status | elective | |
| Condition | none | |||
| The goal | Objective of the course is for students to get the image of complex dynamical systems including characterization of their optimality and stability. | |||
| The outcome | Student should have the following skills: to make a characterization of the complex systems in the sense of dynamical performances, stability and optimality; to form the basic models in the form of ordinary or stochastic differential equations; to make an analysis of stability using the vector type Ljapunov's functions; to optimize the multi-criteria optimization problem. | |||
| Contents | ||||
| Contents of lectures | Introduction to different structures and properties of complex systems; Modeling of complex systems using ordinary and stochastic differential equations; Multi-agent systems; Analysis of complex systems stability; Multi-criteria optimization. | |||
| Contents of exercises | Lectures will be followed by practical demonstrations of complex systems using MATLAB toolboxes. | |||
| Literature | ||||
| ||||
| Number of hours per week during the semester/trimester/year | ||||
| Lectures | Exercises | OTC | Study and Research | Other classes |
| 3 | 1 | |||
| Methods of teaching | 45 hours of lectures + 15 hours of auditory exercises | |||
| Knowledge score (maximum points 100) | ||||
| Pre obligations | Points | Final exam | Points | |
| Activites during lectures | 0 | Test paper | 40 | |
| Practical lessons | 60 | Oral examination | 0 | |
| Projects | 0 | |||
| Colloquia | 0 | |||
| Seminars | 0 | |||