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Introduction to simulation

Published: 13 December 2009 Publication History

Abstract

Simulation is experimentation with a model. The behavior of the model imitates some salient aspect of the behavior of the system under study and the user experiments with the model to infer this behavior. This general framework has proven a powerful adjunct to learning, problem solving, and design. In this tutorial, we focus principally on discrete-event simulation---its underlying concepts, structure, and application.

References

[1]
Banks, J., J. S. Carson II, B. L. Nelson, and D. M. Nicol. 2000. Discrete Event System Simulation, 3rd ed., Prentice-Hall.
[2]
Chung, J-S., and K. P. White, Jr. 2008. "Cross-Trained vs. Specialized Agents in an Inbound Call Center: A Simulation-Based Methodology for Trade-Off Analysis," Journal of Simulation, 2(3)162--169.
[3]
Law, A. M. 2007. Simulation Modeling and Analysis, 4th ed., McGraw-Hill.
[4]
Kelton, W. D., R. Sadowski, and N. B. Swets. 2010, Simulation with Arena, 5th ed., McGraw-Hill.
[5]
Ingalls, R. G, and C. Kasales. 1999. CSCAT: Compaq Supply Chain Analysis Tool. In Proceedings of the 1999 Winter Simulation Conference, ed. P. A. Farrington, H. B. Nembhard, D. T. Sturrock, and G. W. Evans. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
[6]
Ingalls, R. G. 1998. The Value of Simulation in Modeling Supply Chains. In Proceedings of the 1998 Winter Simulation Conference, ed. D. J. Medeiros, E. F. Watson, J. S. Carson, and M. S. Manivannan. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
[7]
Ingalls, R. G. 2008. Introduction to Simulation. In Proceedings of the 2008 Winter Simulation Conference, ed. S. J. Mason, R. R. Hill, L. Mönch, O. Rose, T. Jefferson, J. W. Fowler. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
[8]
Ingalls, R. G., and C. Eckersley. 1992. Simulation Issues in Electronics Manufacturing. In Proceedings of the 1992 Winter Simulation Conference, ed. J. J. Swain, D. Goldsman, R. C. Crain, and J. R. Wilson. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
[9]
Shannon, R. E., 1975. Systems Simulation -- The Art and Science, Prentice-Hall.
[10]
White, K. P., Jr. 2007. "Modeling and simulation", Encyclopedia of Electrical Engineering and Electronics, Wiley, New York, 13:404--417.

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cover image ACM Conferences
WSC '09: Winter Simulation Conference
December 2009
3211 pages
ISBN:9781424457717

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Winter Simulation Conference

Publication History

Published: 13 December 2009

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WSC09
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WSC09: Winter Simulation Conference
December 13 - 16, 2009
Texas, Austin

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WSC '09 Paper Acceptance Rate 137 of 256 submissions, 54%;
Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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  • (2020)The basics of simulationProceedings of the Winter Simulation Conference10.5555/3466184.3466308(1087-1101)Online publication date: 14-Dec-2020
  • (2018)The basics of simulationProceedings of the 2018 Winter Simulation Conference10.5555/3320516.3320540(147-161)Online publication date: 9-Dec-2018
  • (2017)The basics of simulationProceedings of the 2017 Winter Simulation Conference10.5555/3242181.3242218(1-15)Online publication date: 3-Dec-2017
  • (2016)The basics of simulationProceedings of the 2016 Winter Simulation Conference10.5555/3042094.3042108(38-52)Online publication date: 11-Dec-2016
  • (2015)Introduction to simulationProceedings of the 2015 Winter Simulation Conference10.5555/2888619.2888816(1741-1755)Online publication date: 6-Dec-2015
  • (2011)Discrete event simulation as didactic support to the teaching of telecommunications systemsProceedings of the Winter Simulation Conference10.5555/2431518.2431981(3893-3903)Online publication date: 11-Dec-2011
  • (2011)Best practices for effective application of discrete event simulation in the process industriesProceedings of the Winter Simulation Conference10.5555/2431518.2431795(2320-2329)Online publication date: 11-Dec-2011
  • (2010)An introduction to systems modeling and simulation with colored petri netsProceedings of the Winter Simulation Conference10.5555/2433508.2433523(104-118)Online publication date: 5-Dec-2010

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