Self-adjusting multi-objective scheduling based on Monte Carlo Tree Search for matrix production assembly systems
Nicole Stricker, Andreas Kuhnle, Constantin Hofmann, Patrick Deininger
Topics & Concepts
Monte Carlo methodScheduling (production processes)Computer scienceMathematical optimizationDynamic priority schedulingFair-share schedulingModular designJob shop schedulingProduction lineMonte Carlo tree searchRate-monotonic schedulingDistributed computingEngineeringMathematicsQuality of serviceScheduleStatisticsComputer networkOperating systemMechanical engineeringScheduling and Optimization AlgorithmsAssembly Line Balancing OptimizationManufacturing Process and Optimization