Published in IEEE Computational Intelligence Magazine, 2024
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Recommended citation: Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang, "Genetic Programming and Reinforcement Learning on Learning Heuristics for Dynamic Scheduling: A Preliminary Comparison." IEEE Computational Intelligence Magazine, 2024.
Published in IEEE Transactions on Evolutionary Computation, 2024
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Recommended citation: Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang, "Niching Genetic Programming to Learn Actions for Deep Reinforcement Learning in Dynamic Flexible Scheduling." IEEE Transactions on Evolutionary Computation, 2024.
Published in In the Proceedings of the Australasian Joint Conference on Artificial Intelligence (AJCAI), 2023
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Recommended citation: Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang, "A Semantic Genetic Programming Approach to Evolving Heuristics for Multi-objective Dynamic Scheduling." In the Proceedings of the Australasian Joint Conference on Artificial Intelligence (AJCAI), 2023.
Published in IEEE Transactions on Evolutionary Computation, 2023
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Recommended citation: Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang, "Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles." IEEE Transactions on Evolutionary Computation, 2023.
Published in In the Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO) Companion, 2023
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Recommended citation: Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang, "Multi-Objective Genetic Programming based on Decomposition on Evolving Scheduling Heuristics for Dynamic Scheduling." In the Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO) Companion, 2023.
Published in IEEE Transactions on Evolutionary Computation, 2023
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Recommended citation: Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang, "Genetic Programming with Lexicase Selection for Large-scale Dynamic Flexible Job Shop Scheduling." IEEE Transactions on Evolutionary Computation, 2023.
Published in IEEE Transactions on Services Computing, 2023
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Recommended citation: Meng Xu, Yi Mei, Shiqiang Zhu, Beibei Zhang, Tian Xiang, Fangfang Zhang, Mengjie Zhang, "Genetic Programming for Dynamic Workflow Scheduling in Fog Computing." IEEE Transactions on Services Computing, 2023.
Published in In the Proceedings of the the IEEE Congress on Evolutionary Computation (CEC), 2022
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Recommended citation: Meng Xu, Fangfang Zhang, Yi Mei, Mengjie Zhang, "Genetic Programming with Multi-case Fitness for Dynamic Flexible Job Shop Scheduling." In the Proceedings of the the IEEE Congress on Evolutionary Computation (CEC), 2022.
Published in In the Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO) Companion, 2022
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Recommended citation: Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang, "Genetic Programming with Diverse Partner Selection for Dynamic Flexible Job Shop Scheduling." In the Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO) Companion, 2022.
Published in In the Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2022
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Recommended citation: Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang, "Genetic Programming with Cluster Selection for Dynamic Flexible Job Shop Scheduling." In the Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2022.
Published in In the Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2021
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Recommended citation: Meng Xu, Fangfang Zhang, Yi Mei, Mengjie Zhang, "Genetic Programming with Archive for Dynamic Flexible Job Shop Scheduling." In the Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2021.