Integrated scheduling for a distributed manufacturing system: a stochastic multi-objective model.
ENTERPRISE INFORMATION SYSTEMS(2019)
摘要
This study investigates and studies an integrated scheduling problem in a distributed manufacturing system that comprises multiple distributed factories, each of which has one independent flow shop with different numbers of serial machines. A stochastic multi-objective model is built with consideration of two criteria of scheduling and uncertainties of the operation process. A multi-objective brain storm optimization algorithm is designed to solve the model. Through a comparison with two state-of-the-art multi-objective algorithms, the experimental results indicate that the proposed model is effective, and the proposed algorithm can achieve satisfactory performance.
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关键词
Distributed manufacturing,integrated operation process,scheduling,stochastic multi-objective scheduling,brain storm optimization
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