Fuzzy inference-based multiple criteria flexible manufacturing systems scheduling

Fuzzy inference-based multiple criteria flexible manufacturing systems scheduling

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Article ID: iaor20002724
Country: United Kingdom
Volume: 37
Issue: 10
Start Page Number: 2315
End Page Number: 2333
Publication Date: Jan 1999
Journal: International Journal of Production Research
Authors: , ,
Keywords: scheduling
Abstract:

This paper proposes a fuzzy inference-based scheduling decision for flexible manufacturing systems with multiple objectives. The objectives have different and dynamic preference levels. It is inferred that the changes in the production environment may be sensed by environmental variables. The detected changes are input in a fuzzy inference mechanism, which outputs the current preference levels of all objectives. A multiple criteria scheduling decision is then made, using the partitioned combination of the preference levels. An example of application is presented. Simulation results show very good performance for the proposed system.

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