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 Citations (Scopus)

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 - 1993
Externally publishedYes

Fingerprint

Planning
Case based reasoning

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications

Cite this

MODELER : Incorporating experiences to support model formulation-A case-based planning approach. / Vellore, Ravi C.; Vinze, Ajay S.; Sen, Arun.

In: Expert Systems with Applications, Vol. 6, No. 1, 1993, p. 37-56.

Research output: Contribution to journalArticle

Vellore, Ravi C. ; Vinze, Ajay S. ; Sen, Arun. / MODELER : Incorporating experiences to support model formulation-A case-based planning approach. In: Expert Systems with Applications. 1993 ; Vol. 6, No. 1. pp. 37-56.
@article{1ec07cabce1c44189ea323e8dbdb381c,
title = "MODELER: Incorporating experiences to support model formulation-A case-based planning approach",
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.",
author = "Vellore, {Ravi C.} and Vinze, {Ajay S.} and Arun Sen",
year = "1993",
doi = "10.1016/0957-4174(93)90017-Z",
language = "English (US)",
volume = "6",
pages = "37--56",
journal = "Expert Systems with Applications",
issn = "0957-4174",
publisher = "Elsevier Limited",
number = "1",

}

TY - JOUR

T1 - MODELER

T2 - Incorporating experiences to support model formulation-A case-based planning approach

AU - Vellore, Ravi C.

AU - Vinze, Ajay S.

AU - Sen, Arun

PY - 1993

Y1 - 1993

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=38249004119&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=38249004119&partnerID=8YFLogxK

U2 - 10.1016/0957-4174(93)90017-Z

DO - 10.1016/0957-4174(93)90017-Z

M3 - Article

AN - SCOPUS:38249004119

VL - 6

SP - 37

EP - 56

JO - Expert Systems with Applications

JF - Expert Systems with Applications

SN - 0957-4174

IS - 1

ER -