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Deep reinforcement learning for multi-objective combinatorial optimization: A case study on multi-objective traveling salesman problem

Shicheng Li, Feng Wang, Qi He, Xujie Wang

2023Swarm and Evolutionary Computation34 citationsDOI

Topics & Concepts

Computer scienceTravelling salesman problemReinforcement learningMathematical optimizationConvergence (economics)HeuristicsCombinatorial optimizationHeuristicCross-entropy methodBenchmark (surveying)Quadratic assignment problemOptimization problemArtificial intelligenceAlgorithmMathematicsEconomicsGeodesyOperating systemGeographyEconomic growthAdvanced Multi-Objective Optimization AlgorithmsMetaheuristic Optimization Algorithms ResearchVehicle Routing Optimization Methods
Deep reinforcement learning for multi-objective combinatorial optimization: A case study on multi-objective traveling salesman problem | Litcius