Simulation and Modeling 1
Lecturers
Details
Time and place:
- Wed 12:15-13:45
Fields of study
- PF CE-BA-G from SEM 5
- WPF CE-MA-INF from SEM 1
- WPF INF-BA-V-KS from SEM 5
- WF INF-MA from SEM 5
- WPF MB-BA-FG13 from SEM 3
- WPF MB-MA-FG13 from SEM 1
- WPF IuK-MA-KN-INF from SEM 1
- WPF IuK-MA-REA-INF from SEM 1
- WPF ICT-MA-ES from SEM 1
- WPF ICT-MA-NDC from SEM 1
- WPF ICT-MA-ES from SEM 1
- WPF ICT-MA-NDC from SEM 1
- WPF MT-BA from SEM 5
ECTS information
Title
Simulation and Modeling I
Credits
2,5
Content:
Overview of the various kinds of simulation, discrete simulation (computational
concepts, simulation of queuing systems, simulation in Java, professional simulation tools), required
probability concepts and statistics, modeling paradigms (e.g., event/process oriented, queuing systems,
Petri nets, UML statecharts), input modeling (selecting input probability distributions), random
number generation (linear congruential generators and variants, generating random variates), output
analysis (warm-up period detection, independent replications, result presentation), continuous and
hybrid simulation (differential equations, numerical solution, hybrid statecharts), simulation software,
case studies, parallel and distributed simulation.
Literature:
Law, Kelton: "Simulation Modeling and Analysis." 5rd edition, McGraw Hill, 2014.
Additional information
Expected participants: 36