An integrated modeling system for structured modeling using model graphs

An integrated modeling system for structured modeling using model graphs

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Article ID: iaor1999513
Country: United States
Volume: 9
Issue: 4
Start Page Number: 397
End Page Number: 416
Publication Date: Sep 1997
Journal: INFORMS Journal On Computing
Authors: ,
Keywords: game theory
Abstract:

This article presents a graph-based modeling system for structured modeling that supports model formulation, maintenance, and solution. The graph-based modeling system for structured modeling uses directed acyclic graphs called model graphs to represent models in various domains including mathematical programming, databases, and artificial intelligence. These graphs are modular and are synthesized using well-defined graphical constructs. The constructs have associated model expressions specified in a computer-executable language called Model Expression Language. The graphical constructs enable the system to automatically create model expressions and facilitate syntax-directed editing.

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