Agent-based approach integrating deep reinforcement learning and hybrid genetic algorithm for dynamic scheduling for Industry 3.5 smart production
Chen–Fu Chien, Yu-Bin Lan
Topics & Concepts
Reinforcement learningScheduling (production processes)Computer scienceJob shop schedulingDynamic priority schedulingJob shopGenetic algorithmComputationGenetic algorithm schedulingArtificial intelligenceIndustrial engineeringDistributed computingMachine learningMathematical optimizationEngineeringFlow shop schedulingAlgorithmEmbedded systemScheduleRouting (electronic design automation)MathematicsOperating systemScheduling and Optimization AlgorithmsAssembly Line Balancing OptimizationAdvanced Manufacturing and Logistics Optimization