Tandem expert system for batch scheduling in a CIM system based on group technology concepts

E. Levner, I. Levin, L. Meyzin

Research output: Contribution to conferencePaperpeer-review

1 Scopus citations

Abstract

A new approach for batch scheduling in a CIM system is proposed and described. It is shown that the new approach allows to formulate and simplify complex real-life batch scheduling problems with sophisticated logical and resource constraints aggregated into the Johnson-type problem of scheduling PFRT projects on two machines, and that the system yields approximate solutions better than existing FIFO-type hueristics on test and real-life data. However, as the number of precedence relations in the network grows, the time to run the expert rules sometimes become prohibitively large and the on-line re-scheduling becomes impossible. Hence, the methods for accelerating the search for feasible solutions in the expert subsystem are to be developed.

Original languageEnglish
Pages667-674
Number of pages8
StatePublished - 1995
Externally publishedYes
EventProceedings of the 1995 INRIA/IEEE Symposium on Emerging Technologies and Factory Automation. Part 1 (of 3) - Paris, Fr
Duration: 10 Oct 199513 Oct 1995

Conference

ConferenceProceedings of the 1995 INRIA/IEEE Symposium on Emerging Technologies and Factory Automation. Part 1 (of 3)
CityParis, Fr
Period10/10/9513/10/95

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