Data-driven scheduling optimization under uncertainty using Renyi entropy and skewness criterion.

Computers & Industrial Engineering(2018)

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摘要
•A scheduling optimization problem under resource cost uncertainties is studied.•An integrated Renyi mean-entropy-skewness information criterion is proposed.•Data-driven approximations of the information criterion are developed.•Real industrial applications with diverse system scales and data types are studied.•Reduced average dispersion rates are achieved in all the computational experiments.
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关键词
Scheduling optimization,Resource cost uncertainty,Renyi entropy,Skewness,Flexible manufacturing systems,Petri net
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