publication-journal.bib

@article{xu2024niching,
  title = {Niching Genetic Programming to Learn Actions for Deep Reinforcement Learning in Dynamic Flexible Scheduling},
  author = {Xu, Meng and Mei, Yi and Zhang, Fangfang and Zhang, Mengjie},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {apr},
  year = {2024},
  volume = {},
  number = {},
  pages = {},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2024.3395699}
}
@article{sun2024multi,
  title = {Multi-Tree Genetic Programming Hyper-Heuristic for Dynamic Flexible Workflow Scheduling in Multi-Clouds},
  author = {Sun, Zaixing and Mei, Yi and Zhang, Fangfang and Gu, Chonglin and Huang, Hejiao and Zhang, Mengjie},
  journal = {IEEE Transactions on Services Computing},
  month = {apr},
  year = {2024},
  volume = {},
  number = {},
  pages = {},
  publisher = {IEEE},
  doi = {10.1109/TSC.2024.3394691}
}
@article{zhai2024collaborative,
  title = {A Collaborative Drone-Truck Delivery System with Memetic Computing Optimization},
  author = {Zhai, Ruonan and Mei, Yi and Guo, Tong and Du, Wenbo},
  journal = {IEEE Transactions on Systems, Man and Cybernetics: Systems},
  month = {jun},
  year = {2024},
  volume = {54},
  number = {6},
  pages = {3618-3630},
  publisher = {IEEE},
  doi = {10.1109/TSMC.2024.3371471}
}
@article{huang2024toward,
  title = {Toward Evolving Dispatching Rules With Flow Control Operations By Grammar-Guided Linear Genetic Programming},
  author = {Huang, Zhixing and Mei, Yi and Zhang, Fangfang and Zhang, Mengjie},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {jan},
  year = {2024},
  volume = {},
  number = {},
  pages = {},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2024.3353207}
}
@article{huang2023bridging,
  title = {Bridging Directed Acyclic Graphs to Linear Representations in Linear Genetic Programming: A Case Study of Dynamic Scheduling},
  author = {Huang, Zhixing and Mei, Yi and Zhang, Fangfang and Zhang, Mengjie and Banzhaf, Wolfgang},
  journal = {Genetic Programming and Evolvable Machines},
  month = {jan},
  year = {2024},
  volume = {25},
  number = {5},
  pages = {},
  publisher = {Springer},
  doi = {10.1007/s10710-023-09478-8}
}
@article{xu2023genetic3,
  title = {Genetic Programming and Reinforcement Learning on Learning Heuristics for Dynamic Scheduling: A Preliminary Comparison},
  author = {Xu, Meng and Mei, Yi and Zhang, Fangfang and Zhang, Mengjie},
  journal = {IEEE Computational Intelligence Magazine},
  month = {may},
  year = {2024},
  volume = {19},
  number = {2},
  pages = {18--33},
  publisher = {IEEE},
  doi = {10.1109/MCI.2024.3363970}
}
@article{xu2023genetic2,
  title = {Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles},
  author = {Xu, Meng and Mei, Yi and Zhang, Fangfang and Zhang, Mengjie},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {nov},
  year = {2023},
  volume = {},
  number = {},
  pages = {},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2023.3334626}
}
@article{guo2023cooperative,
  title = {Cooperative Co-Evolution for Large-Scale Multi-Objective Air Traffic Flow Management},
  author = {Guo, Tong and Mei, Yi and Tang, Ke and Du, Wenbo},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {oct},
  year = {2023},
  volume = {},
  number = {},
  pages = {},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2023.3328886}
}
@article{li2023multi,
  title = {A multi-objective memetic algorithm with adaptive local search for airspace complexity mitigation},
  author = {Li, Biyue and Guo, Tong and Mei, Yi and Li, Yumeng and Chen, Jun and Zhang, Yu and Tang, Ke and Du, Wenbo},
  journal = {Swarm and Evolutionary Computation},
  month = {dec},
  year = {2023},
  volume = {83},
  number = {},
  pages = {101400},
  publisher = {Elsevier},
  doi = {10.1016/j.swevo.2023.101400}
}
@article{zhang2023rocash2,
  title = {RoCaSH2: An Effective Route Clustering and Search Heuristic for Large Scale Multi-Depot Capacitated Arc Routing Problem},
  author = {Zhang, Yuzhou and Mei, Yi and Zhang, Haiqi and Cai, Qinghua and Wu, Haifeng},
  journal = {IEEE Computational Intelligence Magazine},
  month = {oct},
  year = {2023},
  volume = {18},
  number = {4},
  pages = {43--56},
  publisher = {IEEE},
  doi = {10.1109/MCI.2023.3304081}
}
@article{guo2023knee,
  title = {A Knee-Guided Evolutionary Algorithm for Multi-Objective Air Traffic Flow Management},
  author = {Guo, Tong and Mei, Yi and Tang, Ke and Du, Wenbo},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {may},
  year = {2023},
  volume = {},
  number = {},
  pages = {},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2023.3281810}
}
@article{jia2022learning,
  title = {Learning Heuristics with Different Representations for Stochastic Routing},
  author = {Jia, Yahui and Mei, Yi and Zhang, Mengjie},
  journal = {IEEE Transactions on Cybernetics},
  month = {may},
  year = {2023},
  volume = {53},
  number = {5},
  pages = {3205--3219},
  publisher = {IEEE},
  doi = {10.1109/TCYB.2022.3169210}
}
@article{mostofi2023game,
  title = {A Game theory data analytics based mechanism for Licensed Pharmaceutical Products Concerning their Deterioration: A case of a Micro, Small Medium Enterprise in Iran},
  author = {Mostofi, Amirhossein and Jain, Vipul and Kumar, Sameer and Mei, Yi and Chandra, Charu},
  journal = {Annals of Operations Research},
  month = {apr},
  year = {2023},
  volume = {},
  number = {},
  pages = {},
  publisher = {Springer},
  doi = {10.1007/s10479-023-05360-z}
}
@article{huang2023multitask,
  title = {Multitask Linear Genetic Programming with Shared Individuals and its Application to Dynamic Job Shop Scheduling},
  author = {Huang, Zhixing and Mei, Yi and Zhang, Fangfang and Zhang, Mengjie},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {apr},
  year = {2023},
  volume = {},
  number = {},
  pages = {},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2023.3263871}
}
@article{zhang2023survey,
  title = {Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling},
  author = {Zhang, Fangfang and Mei, Yi and Nguyen, Su and Zhang, Mengjie},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {feb},
  year = {2024},
  volume = {28},
  number = {1},
  pages = {147--167},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2023.3255246}
}
@article{ardeh2022knowledge,
  title = {Knowledge Transfer Genetic Programming with Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem},
  author = {Ardeh, Mazhar Ansari and Mei, Yi and Zhang, Mengjie and Yao, Xin},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {mar},
  year = {2023},
  volume = {27},
  number = {2},
  pages = {311--325},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2022.3169289}
}
@article{jia2021two,
  title = {A Two-Stage Swarm Optimizer with Local Search for Water Distribution Network Optimization},
  author = {Jia, Yahui and Mei, Yi and Zhang, Mengjie},
  journal = {IEEE Transactions on Cybernetics},
  month = {mar},
  year = {2023},
  volume = {53},
  number = {3},
  pages = {1667--1681},
  publisher = {IEEE},
  doi = {10.1109/TCYB.2021.3107900},
  url_code = {https://github.com/Flyki/WDN}
}
@article{xu2023genetic,
  title = {Genetic Programming with Lexicase Selection for Large-scale Dynamic Flexible Job Shop Scheduling},
  author = {Xu, Meng and Mei, Yi and Zhang, Fangfang and Zhang, Mengjie},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {feb},
  year = {2023},
  volume = {},
  number = {},
  pages = {},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2023.3244607}
}
@article{xu2023genetic1,
  title = {Genetic Programming for Dynamic Workflow Scheduling in Fog Computing},
  author = {Xu, Meng and Mei, Yi and Zhu, Shiqiang and Zhang, Beibei and Xiang, Tian and Zhang, Fangfang and Zhang, Mengjie},
  journal = {IEEE Transactions on Services Computing},
  month = {feb},
  year = {2023},
  volume = {},
  number = {},
  pages = {},
  publisher = {IEEE},
  doi = {10.1109/TSC.2023.3249160}
}
@article{wang2023explaining,
  title = {Explaining Genetic Programming-Evolved Routing Policies for Uncertain Capacitated Arc Routing Problems},
  author = {Wang, Shaolin and Mei, Yi and Zhang, Mengjie},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {jan},
  year = {2023},
  volume = {},
  number = {},
  pages = {},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2023.3238741}
}
@article{mei2022explainable,
  title = {Explainable Artificial Intelligence by Genetic Programming: A Survey},
  author = {Mei, Yi and Chen, Qi and Lensen, Andrew and Xue, Bing and Zhang, Mengjie},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {jun},
  year = {2023},
  volume = {27},
  number = {3},
  pages = {621--641},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2022.3225509}
}
@article{cai2022decomposition,
  title = {Decomposition-based Lin-Kernighan Heuristic with Neighborhood Structure Transfer for Multi/Many-objective Traveling Salesman Problem},
  author = {Cai, Xinye and Wang, Kang and Mei, Yi and Li, Zhenhua and Zhao, Jun and Zhang, Qingfu},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {dec},
  year = {2023},
  volume = {27},
  number = {6},
  pages = {1604--1617},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2022.3215174}
}
@article{mostofi2022new,
  title = {A new pricing mechanism for pharmaceutical supply chains: a game theory analytical approach for healthcare service},
  author = {Mostofi, Amirhossein and Jain, Vipul and Mei, Yi and Benyoucef, Lyes},
  journal = {International Journal of Logistics Research and Applications},
  month = {sep},
  year = {2022},
  volume = {},
  number = {},
  pages = {},
  publisher = {Taylor & Francis},
  doi = {10.1080/13675567.2022.2122421}
}
@article{zhang2022task,
  title = {Task Relatedness Based Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling},
  author = {Zhang, Fangfang and Mei, Yi and Nguyen, Su and Tan, Kay Chen and Zhang, Mengjie},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {dec},
  year = {2023},
  volume = {27},
  number = {6},
  pages = {1705--1719},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2022.3199783}
}
@article{zhang2022multitask,
  title = {Multitask Multiobjective Genetic Programming for Automated Scheduling Heuristic Learning in Dynamic Flexible Job Shop Scheduling},
  author = {Zhang, Fangfang and Mei, Yi and Nguyen, Su and Zhang, Mengjie},
  journal = {IEEE Transactions on Cybernetics},
  month = {},
  year = {2023},
  volume = {53},
  number = {7},
  pages = {4473--4486},
  publisher = {IEEE},
  doi = {10.1109/TCYB.2022.3196887}
}
@article{wang2022multi,
  title = {A Multi-Objective Genetic Programming Algorithm with \alpha dominance and Archive for Uncertain Capacitated Arc Routing Problem},
  author = {Wang, Shaolin and Mei, Yi and Zhang, Mengjie},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {dec},
  year = {2023},
  volume = {27},
  number = {6},
  pages = {1633--1647},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2022.3195165}
}
@article{huang2022semantic,
  title = {Semantic Linear Genetic Programming for Symbolic Regression},
  author = {Huang, Zhixing and Mei, Yi and Zhong, Jinghui},
  journal = {IEEE Transactions on Cybernetics},
  month = {feb},
  year = {2024},
  volume = {54},
  number = {2},
  pages = {1321--1334},
  publisher = {IEEE},
  doi = {10.1109/TCYB.2022.3181461}
}
@article{zhang2022instance,
  title = {Instance Rotation Based Surrogate in Genetic Programming with Brood Recombination for Dynamic Job Shop Scheduling},
  author = {Zhang, Fangfang and Mei, Yi and Nguyen, Su and Tan, Kay Chen and Zhang, Mengjie},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {oct},
  year = {2023},
  volume = {27},
  number = {5},
  pages = {1192--1206},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2022.3180693}
}
@article{cai2022cooperative,
  title = {Cooperative Coevolution with Knowledge-based Dynamic Variable Decomposition for Bilevel Multiobjective Optimization},
  author = {Cai, Xinye and Sun, Qi and Li, Zhenhua and Xiao, Yushun and Mei, Yi and Zhang, Qingfu and Li, Xiaoping},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {feb},
  year = {2022},
  volume = {26},
  number = {6},
  pages = {1553--1565},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2022.3154057}
}
@article{jia2022confidence,
  title = {Confidence-based Ant Colony Optimization for Capacitated Electric Vehicle Routing Problem with Comparison of Different Encoding Schemes},
  author = {Jia, Yahui and Mei, Yi and Zhang, Mengjie},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {jan},
  year = {2022},
  volume = {26},
  number = {6},
  pages = {1394--1408},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2022.3144142},
  url_code = {https://github.com/Flyki/CEVRP}
}
@article{gao2021automated,
  title = {Automated Coordination Strategy Design using Genetic Programming for Dynamic Multi-Point Dynamic Aggregation},
  author = {Gao, Guanqiang and Mei, Yi and Xin, Bin and Jia, Yahui and Browne, Will},
  journal = {IEEE Transactions on Cybernetics},
  month = {dec},
  year = {2022},
  volume = {52},
  number = {12},
  pages = {13521--13535},
  publisher = {IEEE},
  doi = {10.1109/TCYB.2021.3080044}
}
@article{jia2021bi,
  title = {A Bi-level Ant Colony Optimization Algorithm for Capacitated Electric Vehicle Routing Problem},
  author = {Jia, Yahui and Mei, Yi and Zhang, Mengjie},
  journal = {IEEE Transactions on Cybernetics},
  month = {oct},
  year = {2022},
  volume = {52},
  number = {10},
  pages = {10855--10868},
  publisher = {IEEE},
  doi = {10.1109/TCYB.2021.3069942},
  url_code = {https://github.com/Flyki/CEVRP}
}
@article{zhang2021multitask,
  title = {Multitask Genetic Programming Based Generative Hyper-heuristics: A Case Study in Dynamic Scheduling},
  author = {Zhang, Fangfang and Mei, Yi and Nguyen, Su and Tan, Kay Chen and Zhang, Mengjie},
  journal = {IEEE Transactions on Cybernetics},
  month = {oct},
  year = {2022},
  volume = {52},
  number = {10},
  pages = {10515--10528},
  publisher = {IEEE},
  doi = {10.1109/TCYB.2021.3065340}
}
@article{tan2020cooperative,
  title = {A Cooperative Coevolution Genetic Programming Hyper-Heuristic Approach for On-line Resource Allocation in Container-based Clouds},
  author = {Tan, Boxiong and Ma, Hui and Mei, Yi and Zhang, Mengjie},
  journal = {IEEE Transactions on Cloud Computing},
  month = {sep},
  year = {2022},
  volume = {10},
  number = {3},
  pages = {1500--1514},
  publisher = {IEEE},
  doi = {10.1109/TCC.2020.3026338}
}
@article{ardeh2021genetic,
  title = {Genetic Programming with Knowledge Transfer and Guided Search for Uncertain Capacitated Arc Routing Problem},
  author = {Ardeh, Mazhar Ansari and Mei, Yi and Zhang, Mengjie},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {aug},
  year = {2022},
  volume = {26},
  number = {4},
  pages = {765--779},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2021.3129278}
}
@article{zhang2021collaborative,
  title = {Collaborative Multifidelity-Based Surrogate Models for Genetic Programming in Dynamic Flexible Job Shop Scheduling},
  author = {Zhang, Fangfang and Mei, Yi and Nguyen, Su and Zhang, Mengjie},
  journal = {IEEE Transactions on Cybernetics},
  month = {aug},
  year = {2022},
  volume = {52},
  number = {8},
  pages = {8142--8156},
  publisher = {IEEE},
  doi = {10.1109/TCYB.2021.3050141}
}
@article{zhang2020route,
  title = {A Route Clustering and Search Heuristic for Large Scale Multi-Depot Capacitated Arc Routing Problem},
  author = {Zhang, Yuzhou and Mei, Yi and Huang, Shihua and Zheng, Xin and Zhang, Cuijuan},
  journal = {IEEE Transactions on Cybernetics},
  month = {aug},
  year = {2022},
  volume = {52},
  number = {8},
  pages = {8286--8299},
  publisher = {IEEE},
  doi = {10.1109/TCYB.2020.3043265}
}
@article{gao2020adaptive,
  title = {Adaptive Coordination Ant Colony Optimisation for Multi-Point Dynamic Aggregation},
  author = {Gao, Guanqiang and Mei, Yi and Jia, Yahui and Browne, Will and Xin, Bin},
  journal = {IEEE Transactions on Cybernetics},
  month = {aug},
  year = {2022},
  volume = {52},
  number = {8},
  pages = {7362--7376},
  publisher = {IEEE},
  doi = {10.1109/TCYB.2020.3042511}
}
@article{tian2021multi,
  title = {Multi-Objective Multi-Skill Resource-Constrained Project Scheduling Problem with skill switches: Model and Evolutionary Approaches},
  author = {Tian, Yuan and Xiong, Tifan and Liu, Zhenyuan and Mei, Yi and Li, Wan},
  journal = {Computers & Industrial Engineering},
  month = {mar},
  year = {2022},
  volume = {167},
  number = {107897},
  pages = {1--20},
  publisher = {Elsevier},
  doi = {10.1016/j.cie.2021.107897}
}
@article{jia2020contribution,
  title = {Contribution-based Cooperative Co-evolution for Non-separable Large-scale Problems with Overlapping Subcomponents},
  author = {Jia, Yahui and Mei, Yi and Zhang, Mengjie},
  journal = {IEEE Transactions on Cybernetics},
  month = {jun},
  year = {2022},
  volume = {52},
  number = {6},
  pages = {4246--4259},
  publisher = {IEEE},
  doi = {10.1109/TCYB.2020.3025577}
}
@article{fang2022hybrid,
  title = {Hybrid meta-heuristics for the unrelated parallel machine scheduling problem with setup times},
  author = {Fang, Wei and Zhu, Haolin and Mei, Yi},
  journal = {Knowledge-Based Systems},
  volume = {241},
  pages = {108193},
  year = {2022},
  month = {apr},
  publisher = {Elsevier},
  doi = {10.1016/j.knosys.2022.108193}
}
@article{wang2021genetic,
  title = {Genetic Programming with Niching for Uncertain Capacitated Arc Routing Problem},
  author = {Wang, Shaolin and Mei, Yi and Zhang, Mengjie and Yao, Xin},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {feb},
  year = {2022},
  volume = {26},
  number = {1},
  pages = {73--87},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2021.3095261}
}
@article{abdollahi2021substituting,
  title = {Substituting clinical features using synthetic medical phrases: Medical text data augmentation techniques},
  author = {Abdollahi, Mahdi and Gao, Xiaoying and Mei, Yi and Ghosh, Shameek and Li, Jinyan and Narag, Michael},
  journal = {Artificial Intelligence in Medicine},
  month = {sep},
  year = {2021},
  volume = {120},
  number = {102167},
  pages = {},
  publisher = {Elsevier},
  doi = {10.1016/j.artmed.2021.102167}
}
@article{yao2021capacitated,
  title = {Capacitated Arc Routing Problems in Smart City},
  author = {Yao, Xin and Tang, Ke and Mei, Yi and Liu, Jialin and Huang, Changwu and Tong, Hao},
  journal = {Artificial Intelligence (in Chinese)},
  month = {dec},
  year = {2021},
  volume = {05},
  number = {},
  pages = {102--114},
  publisher = {},
  doi = {10.16453/j.cnki.ISSN2096-5036.2021.05.011}
}
@article{zhang2020surrogate,
  title = {Surrogate-Assisted Evolutionary Multitasking Genetic Programming for Dynamic Flexible Job Shop Scheduling},
  author = {Zhang, Fangfang and Mei, Yi and Nguyen, Su and Zhang, Mengjie and Tan, Kay Chen},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {aug},
  year = {2021},
  volume = {25},
  number = {4},
  pages = {651--665},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2021.3065707}
}
@article{he2021hybrid,
  title = {Hybrid framework for rapid evaluation of wind environment around buildings through parametric design, CFD simulation, image processing and machine learning},
  author = {He, Yi and Liu, Xiao-Hui and Zhang, Hong-Liang and Zheng, Wei and Zhao, Fu-Yun and Schnabel, Marc Aurel and Mei, Yi},
  journal = {Sustainable Cities and Society},
  month = {oct},
  year = {2021},
  volume = {73},
  number = {103092},
  pages = {1--14},
  publisher = {Elsevier},
  doi = {10.1016/j.scs.2021.103092}
}
@article{zhang2020divide,
  title = {Divide-and-Conquer Large Scale Capacitated Arc Routing Problems with Route Cutting Off Decomposition},
  author = {Zhang, Yuzhou and Mei, Yi and Zhang, Buzhong and Jiang, Keqin},
  journal = {Information Sciences},
  month = {apr},
  year = {2021},
  volume = {553},
  number = {},
  pages = {208--224},
  publisher = {Elsevier},
  doi = {10.1016/j.ins.2020.11.011}
}
@article{zhang2020evolving,
  title = {Evolving Scheduling Heuristics via Genetic Programming with Feature Selection in Dynamic Flexible Job Shop Scheduling},
  author = {Zhang, Fangfang and Mei, Yi and Nguyen, Su and Zhang, Mengjie},
  journal = {IEEE Transactions on Cybernetics},
  month = {apr},
  year = {2021},
  volume = {51},
  number = {4},
  pages = {1797--1811},
  publisher = {IEEE},
  doi = {10.1109/TCYB.2020.3024849}
}
@article{xu2020genetic,
  title = {Genetic Programming with Delayed Routing for Multi-Objective Dynamic Flexible Job Shop Scheduling},
  author = {Xu, Binzi and Mei, Yi and Wang, Yan and Ji, Zhicheng and Zhang, Mengjie},
  journal = {Evolutionary Computation},
  month = {apr},
  volume = {29},
  number = {1},
  pages = {75--105},
  year = {2021},
  publisher = {MIT Press},
  doi = {10.1162/evco_a_00273}
}
@article{tan2018evolutionary,
  title = {Evolutionary Multi-Objective Optimization for Web Service Location Allocation Problem},
  author = {Tan, Boxiong and Ma, Hui and Mei, Yi and Zhang, Mengjie},
  journal = {IEEE Transactions on Services Computing},
  month = {mar},
  year = {2021},
  publisher = {IEEE},
  volume = {14},
  number = {2},
  pages = {458--471},
  doi = {10.1109/TSC.2018.2793266}
}
@article{zhang2021correlation,
  title = {Correlation Coefficient based Recombinative Guidance for Genetic Programming Hyper-heuristics in Dynamic Flexible Job Shop Scheduling},
  author = {Zhang, Fangfang and Mei, Yi and Nguyen, Su and Zhang, Mengjie},
  journal = {IEEE Transactions on Evolutionary Computation},
  month = {jan},
  year = {2021},
  volume = {25},
  number = {3},
  pages = {552-566},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2021.3056143}
}
@article{he2020novel,
  title = {A Novel Methodology for Architectural Wind Environment Study by Integrating CFD Simulation, Multiple Parametric Tools and Evaluation Criteria},
  author = {He, Yi and Schnabel, Marc Aurel and Mei, Yi},
  journal = {Building Simulation},
  month = {jan},
  year = {2020},
  volume = {13},
  number = {},
  pages = {609--625},
  publisher = {Springer},
  doi = {10.1007/s12273-019-0591-8}
}
@article{li2020divide,
  title = {Cooperative coevolution for large-scale global optimization based on fuzzy decomposition},
  author = {Li, Lin and Fang, Wei and Mei, Yi and Wang, Quan},
  journal = {Soft Computing},
  month = {jan},
  year = {2021},
  volume = {25},
  number = {},
  pages = {3593--3608},
  publisher = {Springer},
  doi = {10.1007/s00500-020-05389-3}
}
@article{maclachlan2019genetic,
  title = {Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems},
  author = {MacLachlan, Jordan and Mei, Yi and Branke, Juergen and Zhang, Mengjie},
  journal = {Evolutionary Computation},
  month = {nov},
  volume = {28},
  number = {4},
  pages = {563--593},
  year = {2020},
  publisher = {MIT Press},
  doi = {10.1162/evco_a_00267}
}
@article{liu2019predictive,
  title = {A Predictive-Reactive Approach with Genetic Programming and Cooperative Coevolution for Uncertain Capacitated Arc Routing Problem},
  author = {Liu, Yuxin and Mei, Yi and Zhang, Mengjie and Zhang, Zili},
  journal = {Evolutionary Computation},
  month = {apr},
  volume = {28},
  number = {2},
  pages = {289--316},
  year = {2020},
  publisher = {MIT Press},
  doi = {10.1162/evco_a_00256}
}
@article{da2020survey,
  title = {A Survey of Evolutionary Computation for Web Service Composition: A Technical Perspective},
  author = {da Silva, Alexandre Sawczuk and Ma, Hui and Mei, Yi and Zhang, Mengjie},
  journal = {IEEE Transactions on Emerging Topics in Computational Intelligence},
  month = {jul},
  year = {2020},
  volume = {4},
  number = {4},
  pages = {538--554},
  publisher = {IEEE},
  doi = {10.1109/TETCI.2020.2969213}
}
@article{huang2020fast,
  title = {A fast parallel genetic programming framework with adaptively weighted primitives for symbolic regression},
  author = {Huang, Zhixing and Zhong, Jinghui and Feng, Liang and Mei, Yi and Cai, Wentong},
  journal = {Soft Computing},
  volume = {24},
  pages = {7523--7539},
  year = {2020},
  publisher = {Springer},
  doi = {10.1007/s00500-019-04379-4}
}
@article{al2019survey,
  title = {A Survey on Evolutionary Machine Learning},
  author = {Al-Sahaf, Harith and Bi, Ying and Chen, Qi and Lensen, Andrew and Mei, Yi and Sun, Yanan and Tran, Binh and Xue, Bing and Zhang, Mengjie},
  journal = {Journal of the Royal Society of New Zealand},
  volume = {49},
  number = {2},
  pages = {205--228},
  year = {2019},
  publisher = {Taylor \& Francis Production},
  doi = {10.1080/03036758.2019.1609052}
}
@article{nguyen2019hybrid,
  title = {A Hybrid Genetic Programming Algorithm for Automated Design of Dispatching Rules},
  author = {Nguyen, Su and Mei, Yi and Xue, Bing and Zhang, Mengjie},
  journal = {Evolutionary Computation},
  volume = {27},
  number = {3},
  pages = {467--496},
  year = {2019},
  publisher = {MIT Press},
  doi = {10.1162/evco_a_00230}
}
@article{xie2018bi,
  title = {A bi-level optimization model for grouping constrained storage location assignment problems},
  author = {Xie, Jing and Mei, Yi and Ernst, Andreas T and Li, Xiaodong and Song, Andy},
  journal = {IEEE Transactions on Cybernetics},
  volume = {48},
  number = {1},
  pages = {385--398},
  year = {2018},
  publisher = {IEEE},
  doi = {10.1109/TCYB.2016.2638820},
  codejava = {codes/TCYB-JingXie.zip}
}
@article{park2018investigation,
  title = {An investigation of ensemble combination schemes for genetic programming based hyper-heuristic approaches to dynamic job shop scheduling},
  author = {Park, John and Mei, Yi and Nguyen, Su and Chen, Gang and Zhang, Mengjie},
  journal = {Applied Soft Computing},
  volume = {63},
  pages = {72--86},
  year = {2018},
  publisher = {Elsevier},
  doi = {10.1016/j.asoc.2017.11.020}
}
@article{da2018evolutionary,
  title = {Evolutionary computation for automatic Web service composition: an indirect representation approach},
  author = {da Silva, Alexandre Sawczuk and Mei, Yi and Ma, Hui and Zhang, Mengjie},
  journal = {Journal of Heuristics},
  volume = {24},
  number = {3},
  pages = {425--456},
  year = {2018},
  publisher = {Springer},
  doi = {10.1007/s10732-017-9330-4}
}
@article{mei2017efficient,
  title = {An efficient feature selection algorithm for evolving job shop scheduling rules with genetic programming},
  author = {Mei, Yi and Nguyen, Su and Xue, Bing and Zhang, Mengjie},
  journal = {IEEE Transactions on Emerging Topics in Computational Intelligence},
  volume = {1},
  number = {5},
  pages = {339--353},
  year = {2017},
  publisher = {IEEE},
  doi = {10.1109/TETCI.2017.2743758},
  codejava = {https://github.com/meiyi1986/GPJSS}
}
@article{islam2017time,
  title = {A time-varying transfer function for balancing the exploration and exploitation ability of a binary PSO},
  author = {Islam, Md Jakirul and Li, Xiaodong and Mei, Yi},
  journal = {Applied Soft Computing},
  volume = {59},
  pages = {182--196},
  year = {2017},
  publisher = {Elsevier},
  doi = {10.1016/j.asoc.2017.04.050}
}
@article{omidvar2017dg2,
  title = {DG2: A faster and more accurate differential grouping for large-scale black-box optimization},
  author = {Omidvar, Mohammad Nabi and Yang, Ming and Mei, Yi and Li, Xiaodong and Yao, Xin},
  journal = {IEEE Transactions on Evolutionary Computation},
  volume = {21},
  number = {6},
  pages = {929--942},
  year = {2017},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2017.2694221}
}
@article{nguyen2017genetic,
  title = {Genetic programming for production scheduling: a survey with a unified framework},
  author = {Nguyen, Su and Mei, Yi and Zhang, Mengjie},
  journal = {Complex and Intelligent Systems},
  volume = {3},
  number = {1},
  pages = {41--66},
  year = {2017},
  publisher = {Springer},
  doi = {10.1007/s40747-017-0036-x}
}
@article{rahaman2017capra,
  title = {CAPRA: A contour-based accessible path routing algorithm},
  author = {Rahaman, Mohammad Saiedur and Mei, Yi and Hamilton, Margaret and Salim, Flora D},
  journal = {Information Sciences},
  volume = {385},
  pages = {157--173},
  year = {2017},
  publisher = {Elsevier},
  doi = {10.1016/j.ins.2016.12.041}
}
@article{zhang2017memetic,
  title = {Memetic algorithm with route decomposing for periodic capacitated arc routing problem},
  author = {Zhang, Yuzhou and Mei, Yi and Tang, Ke and Jiang, Keqin},
  journal = {Applied Soft Computing},
  volume = {52},
  pages = {1130--1142},
  year = {2017},
  publisher = {Elsevier},
  doi = {10.1016/j.asoc.2016.09.017},
  results = {codes/MARD_Exp_results.rar}
}
@article{liu2016analysis,
  title = {An Analysis of the Inertia Weight Parameter for Binary Particle Swarm Optimization},
  author = {Liu, Jianhua and Mei, Yi and Li, Xiaodong},
  journal = {IEEE Transactions on Evolutionary Computation},
  volume = {20},
  number = {5},
  pages = {666--681},
  year = {2016},
  doi = {10.1109/TEVC.2015.2503422}
}
@article{mei2016efficient,
  title = {Efficient meta-heuristics for the multi-objective time-dependent orienteering problem},
  author = {Mei, Yi and Salim, Flora D and Li, Xiaodong},
  journal = {European Journal of Operational Research},
  volume = {254},
  number = {2},
  pages = {443--457},
  year = {2016},
  publisher = {Elsevier},
  doi = {10.1016/j.ejor.2016.03.053},
  codejava = {https://github.com/meiyi1986/java-orienteering}
}
@article{consoli2016dynamic,
  title = {Dynamic selection of evolutionary operators based on online learning and fitness landscape analysis},
  author = {Consoli, Pietro A and Mei, Yi and Minku, Leandro L and Yao, Xin},
  journal = {Soft Computing},
  volume = {20},
  number = {10},
  pages = {3889--3914},
  year = {2016},
  publisher = {Springer},
  doi = {10.1007/s00500-016-2126-x}
}
@article{mei2016investigation,
  title = {On investigation of interdependence between sub-problems of the travelling thief problem},
  author = {Mei, Yi and Li, Xiaodong and Yao, Xin},
  journal = {Soft Computing},
  volume = {20},
  number = {1},
  pages = {157--172},
  year = {2016},
  publisher = {Springer},
  doi = {10.1007/s00500-014-1487-2}
}
@article{mei2016competitive,
  title = {A competitive divide-and-conquer algorithm for unconstrained large-scale black-box optimization},
  author = {Mei, Yi and Omidvar, Mohammad Nabi and Li, Xiaodong and Yao, Xin},
  journal = {ACM Transactions on Mathematical Software},
  volume = {42},
  number = {2},
  pages = {13:1--24},
  year = {2016},
  publisher = {ACM},
  doi = {10.1145/2791291},
  codemat = {http://www.mathworks.com/matlabcentral/fileexchange/45783-the-cc-gdg-cmaes-algorithm}
}
@article{mei2014cooperative,
  title = {Cooperative coevolution with route distance grouping for large-scale capacitated arc routing problems},
  author = {Mei, Yi and Li, Xiaodong and Yao, Xin},
  journal = {IEEE Transactions on Evolutionary Computation},
  volume = {18},
  number = {3},
  pages = {435--449},
  year = {2014},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2013.2281503},
  codec = {codes/RDG-MAENS.zip}
}
@article{omidvar2014cooperative,
  title = {Cooperative co-evolution with differential grouping for large scale optimization},
  author = {Omidvar, Mohammad Nabi and Li, Xiaodong and Mei, Yi and Yao, Xin},
  journal = {IEEE Transactions on Evolutionary Computation},
  volume = {18},
  number = {3},
  pages = {378--393},
  year = {2014},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2013.2281543},
  codemat = {https://bitbucket.org/mno/differential-grouping}
}
@article{mei2011memetic,
  title = {A memetic algorithm for periodic capacitated arc routing problem},
  author = {Mei, Yi and Tang, Ke and Yao, Xin},
  journal = {IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)},
  volume = {41},
  number = {6},
  pages = {1654--1667},
  year = {2011},
  publisher = {IEEE},
  doi = {10.1109/TSMCB.2011.2158307},
  results = {codes/MARM_ExpResults.zip}
}
@article{mei2011decomposition,
  title = {Decomposition-based memetic algorithm for multiobjective capacitated arc routing problem},
  author = {Mei, Yi and Tang, Ke and Yao, Xin},
  journal = {IEEE Transactions on Evolutionary Computation},
  volume = {15},
  number = {2},
  pages = {151--165},
  year = {2011},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2010.2051446},
  codec = {codes/D-MAENS.zip}
}
@article{tang2009memetic,
  title = {Memetic algorithm with extended neighborhood search for capacitated arc routing problems},
  author = {Tang, Ke and Mei, Yi and Yao, Xin},
  journal = {IEEE Transactions on Evolutionary Computation},
  volume = {13},
  number = {5},
  pages = {1151--1166},
  year = {2009},
  publisher = {IEEE},
  doi = {10.1109/TEVC.2009.2023449},
  codec = {https://github.com/meiyi1986/MAENS}
}
@article{mei2009global,
  title = {A global repair operator for capacitated arc routing problem},
  author = {Mei, Yi and Tang, Ke and Yao, Xin},
  journal = {IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)},
  volume = {39},
  number = {3},
  pages = {723--734},
  year = {2009},
  publisher = {IEEE},
  doi = {10.1109/TSMCB.2008.2008906},
  codec = {codes/RTSstar.zip}
}

This file was generated by bibtex2html 1.99.