Representing knowledge about linear programming formulation

Representing knowledge about linear programming formulation

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Article ID: iaor1990296
Country: Switzerland
Volume: 21
Start Page Number: 149
End Page Number: 172
Publication Date: Jan 1989
Journal: Annals of Operations Research
Authors: , ,
Keywords: artificial intelligence
Abstract:

This paper describes a system, LPFORM, that enables users to design linear programming models interactively, using graphics. An output of the system is an algebraic statement of the model and data references that are subsequently used to generate the input for a solver in the standard MPS format. The emphasis of this paper is on the types of knowledge one has on the submodels that make up larger models and how this knowledge can be organized.

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