伍国华

教授 博士生导师 硕士生导师

入职时间:2018-09-05

学历:博士研究生毕业

性别:男

联系方式:邮箱:guohuawu@csu.edu.cn

学位:博士学位

在职信息:在职

毕业院校:国防科技大学

   

CODE download

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[1]   Huangke Chen, Ye Tian, Witold Pedrycz, Guohua Wu*,et.al., Hyperplane Assisted Evolutionary Algorithm for Many-Objective Optimization Problems, IEEE Transactions on Cybernetics, 50(2020):3367-3380 hpaEA.zip 

[2]   Huangke Chen, Guohua Wu*, Witold Pedrycz, et.al., An Adaptive Resource Allocation Strategy for Objective Space Partition based Multiobjective Optimization, IEEE Transactions on System, Man and Cybernetics: System, DOI: 10.1109/TSMC.2019. 2898456 OPE-MOEA.zip

[3]   Wenbo Qiu, Jianghan Zhu, Guohua Wu*, et.al., Ensemble Many-objective Optimization Algorithm Based on Voting Mechanism," IEEE Transactions on System, Man and Cybernetics: System, DOI: 10.1109/TSMC.2020.3034180  PlatEMO-FDEA-VMEF.rar

[4]  Guohua Wu, Rammohan Mallipeddi, P. N. Suganthan, Rui Wang, Huangke Chen, Differential Evolution with Multi-Population Based Ensemble of Mutation Strategies. Information Sciences, 329 (2016): 329-345.   MPEDE JADE CoDE jDE SaDE SHADE EPSDE.rar

[5]  Guohua Wu, Across neighborhood search for numerical optimization. Information Sciences, 329 (2016): 597-618.  ANS-Matlab.zip

[6]  Guohua Wu, X. Shen, H. Li, P.N. Suganthan, Ensemble of differential evolution variants, Information Sciences, 423 (2018): 172-186.   Codes EDEV-complete.zip

[7]  Wenbo Qiu, Jianghan Zhu, Guohua Wu* et.al., Evolutionary Many-Objective Algorithm Based on Fractional Dominance Relation and Improved Objective Space Decomposition Strategy, Swarm and Evolutionary Computation, 2020, doi.org/10.1016/j.swevo.2020.100776  PlatEMO-FDEA-VMEF.rar

[8] Aijuan Song, Guohua Wu*, Witold Pedrycz, Ling Wang, Integrating Variable Reduction Strategy with Evolutionary Algorithm for Solving Nonlinear Equations Systems, IEEE/CAA Journal of Automatica Sinica, 2021 [Supplemental material for VRS with EA for NESs.pdf

[9] Aijuan Song, Guohua Wu*, Automatic Variable Reduction, IEEE Transactions on Evolutionary Computation, 2022, 10.1109/TEVC.2022.3199413  [Code of AVRA.zip ]

[10] Mao, Xiao, Guohua Wu, and Mingfeng Fan. "DL-DRL: A double-layer deep reinforcement learning approach for large-scale task scheduling of multi-UAV." arXiv preprint arXiv:2208.02447 (2022). [

code_DL-DRL.zip ]

[11] Qizhang Luo, Guohua Wu*, et.al., Hybrid multi-objective optimization approach with Pareto local search for collaborative truck-drone routing problems considering flexible time windows, IEEE Transactions on Intelligent Transportation Systems, 2021, 10.1109/TITS.2021.3119080 [TITS-HMOA.zip ]

[12] Jiaxin Li, Guohua Wu*, et.al., Task Scheduling under A Novel Framework for Data Relay Satellite Network via Deep Reinforcement Learning, IEEE Transactions on Vehicular Technology, 2022, 10.1109/TVT.2022.3233358 . (IF 6.2)[

TDRS_DRL_CODES.zip ]

[13] Huan Liu, Guohua Wu*, et.al., Tangent-based Path Planning for UAV in a 3-D Low Altitude Urban EnvironmentIEEE Transactions on Intelligent Transportation Systems, 2023   [TITS.zip ]