University of Bonn

Institute for Informatics IV

Operating Systems and Stochastic Modelling



Lecture

Simulation - Methods for Applications

November 2006

Prof. Dr. Christoph Strelen


Schedule | Books | Links


Schedule

Lecture MO - FR 8-10 CTU - CICT
Tutorials MO - FR 15-17 CTU - CICT


Lecture

Slides

Chapter (.pdf later) .zip(.ppt)
1 Simulation Models1 1
2 Basic Structures in Simulation Software and Advanced Models 2 2
3 Simulation Software 3 3
Arena Software ARENA
4 Stochastics Primer 4 4
5 Valid, Credible, and Appropriately Detailed Models 5 5
6 Probability Distributions for Influences on the Model from Outside 6 6
7 Random-Number Generators 7 7
8 Generating Random Variates 8 8
9 Statistical Analysis of output data 9 9
10 Comparing Alternative System Configurations 10 10
11 Variance-Reduction Techniques 11 11
12 Experimental Design, Sensitivity Analysis and Optimization 12 12

Books

C-Sources

Chapter 1
Chapter 2

Java-Sourcen

Object-oriented simulator in Java
Process-oriented simulator in Java

Further Material

New Confidence Interval Method (NEU)
Datenanpassung mit genetischen Algorithmen
Endlastige Lasten
Median-Konfidenzintervalle
Min-Max-Konfidenzintervalle
prozeßorientierte Simulation: Folien
prozeßorientierte Simulation: Text
prozeßorientierte Simulation: C++ Programm
61PaperGarvelsKroese.pdf (NEU)
61RareEvSimGLFHN.pdf (NEU)
RareEventSim.ppt
RareEventSim.pdf

More Books

  • J. Banks (ed.): Handbook of Simulation, Wiley, 1998.
  • J. Banks, J.S. Carson, B.L. Nelson: Discrete Event System Simulation, 2nd. ed., Prentice Hall, 1996.
  • G.S. Fishman: Principles of Discrete Event Simulation, Wiley, 1978.
  • H. Langendörfer: Leistungsanalyse von Rechensystemen, Hanser, 1991.
  • B. Page: Diskrete Simulation, Springer, 1991.
  • R.Y. Rubinstein: Simulation and the Monte Carlo Method, Wiley, 1981.
  • R.Y. Rubinstein, B. Melamed: Modern Simulation and Modeling, Wiley, 1998.
  • Winter Simulation Conference Papers (also Tutorials)


Interesting Links

RandomNumbers Organisationes and Conferences



Universität Bonn / Informatik / Abteilung IV

9.10.2006 - Strelen (at) cs.uni-bonn.de