A knowledge-based approach to production planning

A knowledge-based approach to production planning

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Article ID: iaor1990915
Country: United Kingdom
Volume: 41
Issue: 5
Start Page Number: 377
End Page Number: 390
Publication Date: May 1990
Journal: Journal of the Operational Research Society
Authors: ,
Keywords: artificial intelligence
Abstract:

This paper discusses a knowledge-based approach to production planning, the process of establishing production rates, work force levels and on-hand inventories for product families as a possible alternative to traditional operational research methods. It describes one company’s experienced-based approach to production planning and how this was incorporated into a knowledge-based system. The production planning state-space, use of common planning constraints and heuristic procedures, and a prototype of a knowledge-based system that develops production plans for one product family are also described.

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