@article{nguyen2018hybrid,
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},
year = {in Press, 2018},
publisher = {MIT Press},
pdf = {papers/ECJ18-Su.pdf},
doi = {10.1162/evco_a_00230}
}
@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},
year = {in Press, 2018},
publisher = {IEEE},
pdf = {papers/TSC18-Boxiong.pdf},
doi = {10.1109/TSC.2018.2793266}
}
@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},
pdf = {papers/TCYB2016-Jing.pdf},
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},
pdf = {papers/ASOC17-John.pdf},
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},
pdf = {papers/HEUR17-Alex.pdf},
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},
pdf = {papers/TETCI17-MeiSuXueZhang.pdf},
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}
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@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},
pdf = {papers/TEVC17-DG2.pdf},
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},
pdf = {papers/CAIS17-Nguyen.pdf},
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},
pdf = {papers/INS17-CAPRA.pdf},
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},
pdf = {papers/ASOC16-ZhangMeiTang.pdf},
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},
pdf = {papers/TEVC15_LiuMeiLi.pdf},
doi = {10.1109/TEVC.2015.2503422}
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@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},
pdf = {papers/EJOR2016-MeiSalimLi.pdf},
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},
pdf = {papers/SOCO2016-Consoli.pdf},
doi = {10.1007/s00500-016-2126-x}
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@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},
pdf = {papers/SOCO2014-MeiLiYao.pdf},
doi = {10.1007/s00500-014-1487-2}
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@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},
pdf = {papers/TOMS15MeiOmidvarLiYao.pdf},
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},
pdf = {papers/TEVC13_MeiLiYao.pdf},
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},
pdf = {papers/TEVC13_OmidvarLiMeiYao.pdf},
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},
pdf = {papers/TSMCB11_MeiTangYao.pdf},
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},
pdf = {papers/TEVC11_MeiTangYao.pdf},
doi = {10.1109/TEVC.2010.2051446},
codec = {codes/D-MAENS.zip}
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@article{tang2009memetic,
title = {Memetic algorithm with extended neighborhood search for capacitated arc routing problems},
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journal = {IEEE Transactions on Evolutionary Computation},
volume = {13},
number = {5},
pages = {1151--1166},
year = {2009},
publisher = {IEEE},
pdf = {papers/TEVC10_TangMeiYao.pdf},
doi = {10.1109/TEVC.2009.2023449},
codec = {codes/MAENS.zip}
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@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},
pdf = {papers/TSMCB09_MeiTangYao.pdf},
doi = {10.1109/TSMCB.2008.2008906},
codec = {codes/RTSstar.zip}
}
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