Construction of a Model Formulation Consultant: The AEROBA Experience

Arun Sen, Ajay Vinze, Shue Feng, T. Liou

Research output: Contribution to journalArticlepeer-review

10 Scopus citations

Abstract

Typically, most of the current decision support systems (DSS’s) do not possess a module to help users formulate mathematical programming models. This observation has led researchers to offer different approaches to the design of formulation consultants. Generally, these approaches emphasize the automation of formulation tasks with a predetermined (static) control or guidance strategy. A new approach to construct a formulation consultant that emphasizes dynamic formulation control, opportunistic control is offered. A system, AEROBA, has been developed using a blackboard architecture to provide support to the formulation process. Several of the issues raised regarding model formulation, opportunistic control, and blackboard systems are addressed using the AEROBA implementation. The contributions of this research are: 1) understanding the process of model formulation; 2) addressing the concerns of model formulation in attempting to automate the process; and 3) using the blackboard paradigm to deal with the unique characteristics of the model formulation process.

Original languageEnglish (US)
Pages (from-to)1220-1232
Number of pages13
JournalIEEE Transactions on Systems, Man and Cybernetics
Volume22
Issue number5
DOIs
StatePublished - Jan 1 1992

ASJC Scopus subject areas

  • Engineering(all)

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