 |
Department of Computational Mechanics and Engineering |
 |
Complex systems analysis
Field of study: Mechatronics
Programme: Mechatronic systems engineering (ME8)
Semester: III,
ECTS credits: 2
Course instructor: dr hab. inż. Adam Długosz
Course description
The course discusses the ideas of the complex systems in mechatronics. Coupling between different methods of artificial intelligence, methods of optimal design, CAx systems and multiscale models are considered. Laboratories concern the practical use of different engineering systems and creation the proper interfaces between them to make and use complex systems. Students have the opportunity to examine and analyze the behavior of such systems.
Teaching modes and hours
Sources
Programme: Mechatronic systems engineering (ME8)
Semester: III,
ECTS credits: 2
Course instructor: dr hab. inż. Adam Długosz
Course description
The course discusses the ideas of the complex systems in mechatronics. Coupling between different methods of artificial intelligence, methods of optimal design, CAx systems and multiscale models are considered. Laboratories concern the practical use of different engineering systems and creation the proper interfaces between them to make and use complex systems. Students have the opportunity to examine and analyze the behavior of such systems.
Teaching modes and hours
- 15 h lectures
- 15 h projects
Sources
- Lucas K., Roosen P., Emergence, Analysis and Evolution of Structures Concepts and Strategies Across Disciplines, Springer-Verlag Berlin Heidelberg 2010
- Kwapień J., Drożdż S., Physical approach to complex systems. Physics Reports, 515, 2012,115–226.
- L.M. Rocha (1999). Complex Systems Modeling: Using Metaphors From Nature in Simulation and Scientific Models. BITS: Computer and Communications News. Computing, Information, and Communications Division, Los Alamos National Laboratory, 1999
- Michalewicz Z. and Fogel D., How to solve it?, Springer, 2004
- Kennedy J., Eberhart.: Swarm Intelligence, Morgamn Kaufman, 2001.
- John G. Webster, Neural Networks, Wiley, 1999