Course details
Simulation Tools and Techniques
Guarantor
Language of instruction
Czech
Completion
Credit+Examination
Time span
- 39 hrs lectures
- 13 hrs projects
Department
Study literature
- Rábová, Z. a kol.: Modelování a simulace, VUT Brno, 1992, ISBN 80-214-0480-9
- Cellier, F., Kofman, E.: Continuous System Simulation, Springer, 2006, ISBN: 978-0-387-26102-7
- Fishwick, P.: Simulation Model Design and Execution, Prentice Hall, 1995, ISBN 0-13-098609-7
- Soubor materiálů dostupný na WWW stránce předmětu.
Fundamental literature
- Fishwick, P.: Simulation Model Design and Execution, Prentice Hall, 1995, ISBN 0-13-098609-7
- Law, A., Kelton, D.: Simulation Modelling and Analysis, McGraw-Hill, 2000, ISBN 0-07-100803-9
- Zeigler, B., Praehofer, H., Kim, T.: Theory of Modelling and Simulation, second edition, Academic Press, 2000, ISBN 0-12-778455-1
- Ross, S.: Simulation, Academic Press, 2002, ISBN 0-12-598053-1
- Cellier, F., Kofman, E.: Continuous System Simulation, Springer, 2006, ISBN: 978-0-387-26102-7
- Fujimoto, R.: Parallel and Distribution Simulation Systems, John Wiley & Sons, 1999, ISBN:0471183830
- Chopard, B.: Cellular Automata Modelling od Physical Systems, Cambridge University Press, 1998, ISBN:0-521-67345-3
Syllabus of lectures
- Introduction. Theory of modelling and simulation, DEVS formalism.
- DEVS simulator.
- Simulation systems: classification, principles of design and implementation. Simulation control algorithms. Parallel and distributed simulation.
- Continuous simulation: numerical methods, stiff systems, algebraic loops. Dymola simulation system, Modelica language.
- Discrete simulation: implementation of events and processes. Queueing systems.
- Combined simulation: state events.
- Modelling of systems described by partial differential equations. Basics of sensitivity analysis.
- Digital systems simulation models and tools.
- Cellular automata.
- Models of uncertainty, using fuzzy logic in simulation.
- Multimodels. Model optimization methods. Qualitative simulation.
- Simulation experiment control, simulation results analysis. Introduction to model validation and verification. Visualization methods. User interfaces of simulation systems. Simulation and virtual reality.
- Simulation system implementation case study. Examples of simulation models.
Course inclusion in study plans
- Programme IT-MGR-2, field MBI, MPV, 1st year of study, Compulsory-Elective
- Programme IT-MGR-2, field MBS, MGM, MMM, any year of study, Compulsory-Elective
- Programme IT-MGR-2, field MIN, 1st year of study, Compulsory
- Programme IT-MGR-2, field MIS, MPS, MSK, any year of study, Elective
- Programme IT-MGR-2, field MMI, 2nd year of study, Compulsory-Elective