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Real-time and concurrent optimization of scheduling and reconfiguration for dynamic reconfigurable flow shop using deep reinforcement learning

Shengluo Yang, Junyi Wang, Liming Xin, Zhigang Xu

2022CIRP journal of manufacturing science and technology33 citationsDOI

Topics & Concepts

Reinforcement learningControl reconfigurationComputer scienceTardinessScheduling (production processes)ScheduleDynamic priority schedulingDistributed computingFlow shop schedulingReal-time computingJob shop schedulingArtificial intelligenceMathematical optimizationEmbedded systemMathematicsOperating systemScheduling and Optimization AlgorithmsFlexible and Reconfigurable Manufacturing SystemsDigital Transformation in Industry
Real-time and concurrent optimization of scheduling and reconfiguration for dynamic reconfigurable flow shop using deep reinforcement learning | Litcius