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Scheduling flexible manufacturing cell with no-idle flow-lines and job-shop via Q-learning-based genetic algorithm

Lixin Cheng, Qiuhua Tang, Liping Zhang, Chunlong Yu

2022Computers & Industrial Engineering59 citationsDOI

Topics & Concepts

InitializationCell formationCrossoverJob shop schedulingComputer scienceMathematical optimizationBottleneckCellular manufacturingFlow shop schedulingIdleScheduleScheduling (production processes)AlgorithmProduction scheduleProduction lineMathematicsEngineeringArtificial intelligenceMechanical engineeringProgramming languageEmbedded systemOperating systemScheduling and Optimization AlgorithmsAdvanced Manufacturing and Logistics OptimizationAssembly Line Balancing Optimization
Scheduling flexible manufacturing cell with no-idle flow-lines and job-shop via Q-learning-based genetic algorithm | Litcius