MODELER: Incorporating experiences to support model formulation-A case-based planning approach

Ravi C. Vellore, Ajay S. Vinze, Arun Sen

Research output: Contribution to journalArticle

9 Scopus citations

Abstract

Model formulation is key to most mathematical modeling tactics. The enormous amount of time needed to formulate problems is well documented. In this article, we focus on the three elements of model formulation-experience, planning, and opportunism. These elements are used in the implementation of MODELER, a case-based planning system that integrates case-based reasoning methods and an opportunistic control in a blackboard data architecture. An analysis of expert verbalizations provided significant inputs to the design of MODELER.

Original languageEnglish (US)
Pages (from-to)37-56
Number of pages20
JournalExpert Systems With Applications
Volume6
Issue number1
DOIs
StatePublished - Jan 1 1993

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ASJC Scopus subject areas

  • Engineering(all)
  • Computer Science Applications
  • Artificial Intelligence

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