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Fundamentals of simulation modeling

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1 Author(s)
Sanchez, P.J. ; Naval Postgraduate Sch., Monterey

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 random number and random variate generation, we view the simulation model as a black-box which transforms inputs to outputs. This helps frame the need for designed experiments to help us gain better understanding of the system being modeled.

Published in:

Simulation Conference, 2007 Winter

Date of Conference:

9-12 Dec. 2007

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