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A novel priority dispatch rule generation method based on graph neural network and reinforcement learning for distributed job-shop scheduling

Jiang‐Ping Huang, Liang Gao, Xinyu Li, Chunjiang Zhang

2023Journal of Manufacturing Systems73 citationsDOI

Topics & Concepts

Reinforcement learningComputer scienceJob shopJob shop schedulingMetaheuristicMarkov decision processMathematical optimizationScheduling (production processes)Artificial intelligenceFlow shop schedulingDistributed computingScheduleMarkov processMathematicsStatisticsOperating systemScheduling and Optimization AlgorithmsOptimization and Search ProblemsElevator Systems and Control
A novel priority dispatch rule generation method based on graph neural network and reinforcement learning for distributed job-shop scheduling | Litcius