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As simple as possible, but no simpler: A gentle introduction to simulation modeling

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Authors
Sanchez, Paul J.
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Date of Issue
2006
Date
2006
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Abstract
We start with basic terminology and concepts of modeling, and decompose the art of modeling as a process. This overview of the process helps clarify when we should or should not use simulation models. We discuss some common missteps made by many inexperienced modelers, and propose a concrete approach for avoiding those mistakes. After a quick review of event graphs, which are a very straightforward notation for discrete event systems, we illustrate how an event graph can be translated quite directly to a computer program with the aid of a surprisingly simple library. The resulting programs are easy to implement and computationally are extremely efficient. The first half of the paper focuses principles of modeling, should be of general interest. The second half will be of interest to students, teachers, and readers who wish to know how simulations models work and how to implement them from the ground up.
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Article
Description
Proceedings of the 2006 Winter Simulation Conference, 1-10.
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Operations Research (OR)
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Citation
Sanchez, P. J. 2006. "As simple as possible, but no simpler: A gentle introduction to simulation modeling," Proceedings of the 2006 Winter Simulation Conference, 1-10.
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defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.
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