Smart scheduling of dynamic job shop based on discrete event simulation and deep reinforcement learning
Ziqing Wang, Wenzhu Liao
Topics & Concepts
Reinforcement learningAdaptabilityComputer scienceJob shopScheduling (production processes)Dynamic priority schedulingHeuristicsFlow shop schedulingJob shop schedulingDiscrete event simulationIndustrial engineeringDistributed computingTwo-level schedulingFair-share schedulingOperations researchArtificial intelligenceEngineeringSimulationOperations managementEmbedded systemEcologyRouting (electronic design automation)Quality of serviceScheduleComputer networkBiologyOperating systemScheduling and Optimization AlgorithmsDigital Transformation in IndustryAdvanced Manufacturing and Logistics Optimization