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The basics of simulation

Published: 03 December 2017 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

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Banks, J., J. S. Carson II, B. L. Nelson, and D. M. Nicol. 2010. Discrete Event System Simulation, 5th ed., Prentice-Hall, Upper Saddle River, New Jersey.
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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.
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Law, A. M. 2015. Simulation Modeling and Analysis, 5th ed., McGraw-Hill, New York.
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Kelton, W. D., R. Sadowski, and N. B. Zupick. 2015. Simulation with Arena, 6th ed., McGraw-Hill, New York.
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Ingalls, R. G., and C. Kasales. 1999. "CSCAT: Compaq Supply Chain Analysis Tool." In Proceedings of the 1999 Winter Simulation Conference, edited by P. A. Farrington, H. B. Nembhard, D. T. Sturrock, and G. W. Evans, 1201--1206. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
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Ingalls, R.G. 1998. "The Value of Simulation in Modeling Supply Chains." In Proceedings of the 1998 Winter Simulation Conference, edited by D. J. Medeiros, E. F. Watson, J. S. Carson, and M. S. Manivannan, 1371--1375. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
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Ingalls, R. G. 2008. "Introduction to Simulation." In Proceedings of the 2008 Winter Simulation Conference, edited by S. J. Mason, R. R. Hill, L. Mönch, O. Rose, T. Jefferson, J. W. Fowler, 17--26. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
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Ingalls, R. G., and C. Eckersley. 1992. "Simulation Issues in Electronics Manufacturing." In Proceedings of the 1992 Winter Simulation Conference, edited by J.J. Swain, D. Goldsman, R.C. Crain, and J.R. Wilson, 861--864. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
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Nelson, B. 2013. Foundations and Methods of Stochastic Simulation: A First Course. Springer Science, New York.
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Shannon, R. E. 1975. Systems Simulation --- The Art and Science, Prentice-Hall, Upper Saddle River, NJ.
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White, K. P., Jr. 2007. "Modeling and Simulation." Encyclopedia of Electrical Engineering and Electronics, Wiley, New York, 13:404--417.
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White, K. P., Jr., and R. G. Ingalls. 2009. "Introduction to Simulation." In Proceedings of the 2009 Winter Simulation Conference, edited by M. D. Rossetti, R. R. Hill, B. Johansson, A. Dunkin, and R. G. Ingalls, 12--23. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
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White, K. P., Jr., and R. G. Ingalls. 2015. "Introduction to Simulation." In Proceedings of the 2015 Winter Simulation Conference, edited by L. Yilmaz, W. K. V. Chan, I. Moon, T. M. K. Roeder, C. Macal, and M. D. Rossetti, 1741--1755. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.

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cover image ACM Conferences
WSC '17: Proceedings of the 2017 Winter Simulation Conference
December 2017
4389 pages
ISBN:9781538634271

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IEEE Press

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Published: 03 December 2017

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WSC '17
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WSC '17: Winter Simulation Conference
December 3 - 6, 2017
Nevada, Las Vegas

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Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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