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A multi-objective genetic algorithm based on two-stage reinforcement learning for green flexible shop scheduling problem considering machine speed

Mengzhen Zhuang, Wei Zhang, Hongtao Tang, Xinyu Li, Kaipu Wang

2024Expert Systems with Applications22 citationsDOI

Topics & Concepts

Computer scienceReinforcement learningMathematical optimizationGenetic algorithmScheduling (production processes)Job shop schedulingArtificial intelligenceMachine learningMathematicsEmbedded systemRouting (electronic design automation)Scheduling and Optimization AlgorithmsAdvanced Manufacturing and Logistics OptimizationElevator Systems and Control
A multi-objective genetic algorithm based on two-stage reinforcement learning for green flexible shop scheduling problem considering machine speed | Litcius