Exploratory modeling for policy analysis

Exploratory modeling for policy analysis

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Article ID: iaor1994399
Country: United States
Volume: 41
Issue: 3
Start Page Number: 435
End Page Number: 449
Publication Date: May 1993
Journal: Operations Research
Authors:
Keywords: systems, computers
Abstract:

Exploratory modeling is using computational experiments to assist in reasoning about systems where there is significant uncertainty. While frequently confused with the use of models to consolidate knowledge into a package that is used to predict system behavior, exploratory modeling is a very different kind of use, requiring a different methodology for model development. This paper distinguishes these two broad classes of model use, describes some of the approaches used in exploratory modeling, and suggests some technological innovations needed to facilitate it.

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