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Enhancing column generation by reinforcement learning-based hyper-heuristic for vehicle routing and scheduling problems

Kuan Xu, Shen Li, Lindong Liu

2025Computers & Industrial Engineering10 citationsDOI

Topics & Concepts

Column generationReinforcement learningScheduling (production processes)Computer scienceVehicle routing problemHeuristicColumn (typography)ReinforcementArtificial intelligenceRouting (electronic design automation)Machine learningEngineeringMathematical optimizationMathematicsComputer networkStructural engineeringFrame (networking)Vehicle Routing Optimization MethodsOptimization and Packing ProblemsSmart Parking Systems Research
Enhancing column generation by reinforcement learning-based hyper-heuristic for vehicle routing and scheduling problems | Litcius