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Course syllabus BIAX20009 - Modeling and Simulation (FI - SS 2019/2020)

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Pan-european University
Faculty of Informatics
Course unit code: BIAX20009
Course unit title: Modeling and Simulation
Planned learning activities and teaching methods:
2 hours weekly / 24 hours per semester of study (on-site method)

Credits allocated:
Recommended semester/trimester:
bachelor level
Level of study: -- item not defined --
Prerequisites for registration:
Assessment methods:
Evaluation: two individual tasks 25% + 25%, final examination test 50%. Maximal sum 100%, minimal sum for success 56%. Final evaluation A 100%-94%, B 93%-86%, C 85%-76%, D 75%-66%, E 65%-56%, FX under 56%
Learning outcomes of the course unit:
Study and practices with selected methods and algorithms for modeling and simulation. Main target is a discrete dynamic modeling and simulation for information technology applications, to handle with selected implementation tasks of process modeling in the field of information and communication systems. Second target is modeling and simulation of complex systems.
Course contents:
- classification of modeling and simulation methods
- modeling methods based on graphs (event graphs, queueing systems, Petri nets, small world networks)
- modeling methods based on formal languages (signals and processes in VHDL)
- modeling methods based on interactive agents (colonies and networks)
- modeling methods based on computing (differential equations, stochastic matrixes)
- random variables (selected topics from probability and statistics)
- search and optimisation algorithms, based on natural processes (genetic algorithms, simulated annealing, neural networks)
- informations about selected tools for modeling and simulation
Recommended or required reading:
PELÁNEK, R. Modelování a simulace komplexních systémů. Brno: Masarykova univerzita, 2011. 233 p. ISBN 978-80-210-5318-2.

LEEMIS, L. -- PARK, S. Discrete-Event Simulation: A First Course. Upper Saddle River: Pearson Prentice Hall, 2006. 604 p. ISBN 0-13-142917-5.

Language of instruction:
Slovak, English
Courses evaluation:
Assessed students in total: 254

22,0 %
23,6 %16,9 %
14,2 %
23,3 %
0 %
Name of lecturer(s):
Ing. Juraj Štefanovič, PhD. (examiner, instructor, lecturer, person responsible for course)
Last modification:
18. 12. 2019

Last modification made by Ján Lukáš on 12/18/2019.

Type of output: