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An effective two-stage algorithm based on convolutional neural network for the bi-objective flexible job shop scheduling problem with machine breakdown

Guohui Zhang, Xixi Lu, Xing Liu, Litao Zhang, Shiwen Wei, Wenqiang Zhang

2022Expert Systems with Applications88 citationsDOI

Topics & Concepts

Computer scienceRobustness (evolution)Convolutional neural networkFlow shop schedulingJob shop schedulingArtificial intelligenceScheduling (production processes)Artificial neural networkWorkloadMachine learningAlgorithmMathematical optimizationMathematicsScheduleGeneChemistryBiochemistryOperating systemScheduling and Optimization AlgorithmsAssembly Line Balancing OptimizationAdvanced Manufacturing and Logistics Optimization
An effective two-stage algorithm based on convolutional neural network for the bi-objective flexible job shop scheduling problem with machine breakdown | Litcius