Learning to select operators in meta-heuristics: An integration of Q-learning into the iterated greedy algorithm for the permutation flowshop scheduling problem
Maryam Karimi-Mamaghan, Mehrdad Mohammadi, Bastien Pasdeloup, Patrick Meyer
Topics & Concepts
Computer scienceHeuristicsMathematical optimizationAlgorithmGreedy randomized adaptive search procedurePermutation (music)Greedy algorithmJob shop schedulingIterated functionBenchmark (surveying)MathematicsGeodesyMathematical analysisPhysicsScheduleGeographyAcousticsOperating systemScheduling and Optimization AlgorithmsAssembly Line Balancing OptimizationAdvanced Manufacturing and Logistics Optimization