Simulation and Modeling 1


Dozenten

Details

  • Semester: Winter term 2014/2015
  • Vorlesungstyp: Vorlesung + Übung
  • SWS: 2 + 2
  • ECTS Credits: 2,5 + 2,5
  • Unterrichtssprache: englisch
  • Maximale Anzahl an Studenten: 35

Organisatorisches (Vorlesung):

The lectures are given in English, all written material is in English.

Organisatorisches (Übung):

Exercise class
Tuesday, 10:15 - 11:45, Room 0.01-142 - CIP-Pool Informatik or Wednesday, 16:00-17:30, Room 0.01-142 - CIP-Pool Informatik
(Supervised) Computer hours
Friday, 10:15 - 11:45, Room 0.01-142 - CIP-Pool Informatik

Inhalt (Vorlesung):

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.

Inhalt (Übung):

Calculation of expected values with the aid of probability theory, determination of confidence intervals, creation of simulation models using AnyLogic, hybrid modeling with statecharts, data collection and distribution fitting with ExpertFit.

Die Vorlesung sowie das gesamte schriftliche Material wird auf Englisch angeboten. Bitte wechseln sie zu der englischsprachigen Seite.

Ort und Zeit

Studienrichtungen

  • PF, CE-BA-G
  • WPF, CE-MA-INF
  • WPF, INF-BA-V-KS
  • WF, INF-MA
  • WPF, MB-BA-FG13
  • WPF, MB-MA-FG13
  • WPF, ME-MA-MG15
  • WPF, IuK-MA-KN-INF
  • WPF, IuK-MA-REA-INF

Weitere Informationen