 Selected Publications[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 [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 [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 [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. [5] Guohua Wu, Across neighborhood search for numerical optimization. Information Sciences, 329 (2016): 597-618. [6] Guohua Wu, X. Shen, H. Li, P.N. Suganthan, Ensemble of differential evolution variants, Information Sciences, 423 (2018): 172-186. [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 [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 [ [9] Aijuan Song, Guohua Wu*, Automatic Variable Reduction, IEEE Transactions on Evolutionary Computation, 2022, 10.1109/TEVC.2022.3199413 [ [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). [ [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 [ [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)[ [13] Huan Liu, Guohua Wu*, et.al., Tangent-based Path Planning for UAV in a 3-D Low Altitude Urban Environment, IEEE Transactions on Intelligent Transportation Systems, 2023 [ [14] Conditional Neural Heuristic for Multi-objective Vehicle Routing Problems, IEEE Transactions on Neural Networks and Learning Systems, 10.1109/TNNLS.2024.3371706, 2024 【 [15]Deep Reinforcement Learning for Solving Vehicle Routing Problems with Backhauls, IEEE Transactions on Neural Networks and Learning Systems, 10.1109/TNNLS.2024.3371781, 2024 【 [16] Deep Reinforcement Learning for UAV Routing in Presence of Multiple Charging Stations, IEEE Transactions on Vehicular Technology, vol. 72, no. 5, pp. 5732-5746, 2023 【 |
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