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Deep reinforcement learning for dynamic flexible job shop scheduling problem considering variable processing times

Lu Zhang, Yi Feng, Qinge Xiao, Yunlang Xu, Di Li, Dongsheng Yang, Zhile Yang, Zhile Yang

2023Journal of Manufacturing Systems121 citationsDOI

Topics & Concepts

Job shop schedulingReinforcement learningComputer scienceMathematical optimizationScheduling (production processes)Artificial intelligenceMarkov decision processVariable neighborhood searchJob shopMarkov processFlow shop schedulingMathematicsMetaheuristicScheduleStatisticsOperating systemScheduling and Optimization AlgorithmsAssembly Line Balancing OptimizationAdvanced Manufacturing and Logistics Optimization
Deep reinforcement learning for dynamic flexible job shop scheduling problem considering variable processing times | Litcius