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SAS/OR: The QSIM Application

Random and Exogenous Variation in the Model

Random and exogenous sources of variation play a central role in discrete event simulation. The Sampler, Server, MServer, and formulas are the principle sources of this variation in the QSIM models. However, there are other situations where variation can be meaningfully incorporated into models. For example, you may want to delay the effect of a Trigger for some random or fixed amount of time. In each of these cases you have access to a combo box, such as the one in the Sampler control panel shown in Figure 6.1, labeled to show the use of the source of variation. In this case, it is the time between transaction arrivals to the system. If you click on the down arrow, a list that includes the possible distributions is displayed.

cpvariat.gif (7632 bytes)

Figure 6.1: Sources of Variation

When you select one of these distributions, the selection is displayed in the text area to the left of the down arrow. For each distribution you select, you can set one or more parameters which further define the choice.

There are two types of sources of variation: random and exogenous. These are not mutually exclusive. That is, an exogenous source of variation can be randomly generated.


Random Sources of Variation

FormulaDistribution

DataSource

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