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A reinforcement learning-based two-stage NSGA-II for dynamic flexible job shop scheduling problem with transportation constraints considering participators’ perception

Rensheng Chen, Bin Wu, Hua Wang, Fuzhuo Huang

2025Expert Systems with Applications6 citationsDOI

Topics & Concepts

Computer scienceInitializationJob shop schedulingDynamic priority schedulingFlow shop schedulingScheduling (production processes)Reinforcement learningMathematical optimizationHeuristicRate-monotonic schedulingFair-share schedulingJob shopTwo-level schedulingOperations researchDistributed computingLocal optimumPerceptionScheduling and Optimization AlgorithmsAdvanced Manufacturing and Logistics OptimizationDigital Transformation in Industry
A reinforcement learning-based two-stage NSGA-II for dynamic flexible job shop scheduling problem with transportation constraints considering participators’ perception | Litcius