研究成果
Zhiwei Xu(许志伟) *, 张凯, Javier Del Ser, 李密青, 徐新, 贺娟娟, 吴妮. Multi-Objective Optimization for Multimodal Multi-Objective Multi-Point Shortest Path Problem Considering Unforeseeable Road Eventualities. IEEE Transactions on Intelligent Transportation Systems , pp. 1–19, 2025 ((中科院1区期刊，Top期刊，~20%录用率，CCF-B， IF: 7.9)
[Link] [Download] [Code]Zhiwei Xu (许志伟), 刘小明, 张凯*, 贺娟娟. Cultural transmission based multi-objective evolution strategy for evolutionary multitasking. Information Sciences , vol. 582, pp. 215–242, Jan. 2022. (中科院1区期刊，Top期刊，~20%录用率，IF：8.1，CCF-B)
[Link] [Download]Zhiwei Xu (许志伟), 张凯, 贺娟娟*, 刘小明. A novel membrane-inspired evolutionary framework for multi-objective multi-task optimization problems. Information Sciences , vol. 596, pp. 236–263, Jun. 2022. (中科院1区期刊，Top期刊，~20%录用率，IF：8.1，CCF-B)
[Link] [Download]Zhiwei Xu (许志伟)*, 徐佳丰, 张凯, 徐新, 贺娟娟, 吴妮, Decision Variable Classification based Multi-objective Multifactorial Memetic Algorithm for Multi-objective Multi-task Optimization Problem. Applied Soft Computing , vol. 152, p. 111232, Feb. 2024. (中科院1区期刊，Top期刊，IF:8.7, CAA-B)
[Link] [Download]Zhiwei Xu (许志伟)*, 张凯. Multiobjective multifactorial immune algorithm for multiobjective multitask optimization problems. Applied Soft Computing , vol. 107, p. 107399, Aug. 2021. (中科院1区期刊，Top期刊，IF:8.7, CAA-B)
[Link] [Download]- 张凯
Zhiwei Xu(许志伟), 谢胜利, Gary G. Yen*. Evolution Strategy-Based Many-Objective Evolutionary Algorithm Through Vector Equilibrium. IEEE Transactions on Cybernetics , vol. 51, no. 11, pp. 5455–5467, Nov. 2021. (学生排序第二导师第一，IEEE Transactions on Cybernetics，中科院1区期刊，Top期刊，IF:11.8，CCF-B)
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- 张凯,
Zhiwei Xu(许志伟), Gary G. Yen*, 张凌. Two-Stage Multi-Objective Evolution Strategy for Constrained Multi-Objective Optimization. IEEE Transactions on Evolutionary Computation , vol. 28, no. 1, pp. 17–31, Feb. 2024 (学生排序第二导师第一，IEEE Transactions on Evolutionary Computation，中科院1区期刊，Top期刊，IF:14.3，CCF-B)
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- 贺娟娟, 杨倩,
许志伟, 张凯, 张兴义, 葛明峰*. 基于全局密度更新策略的两阶段多模态多目标进化算法. 中国科学：信息科学, 2024. (CCF-A)
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- 张凯, 申超楠, Gary G. Yen*,
Zhiwei Xu(许志伟), 贺娟娟. Two-Stage Double Niched Evolution Strategy for Multimodal Multiobjective Optimization. IEEE Transactions on Evolutionary Computation , vol. 25, no. 4, pp. 754–768, Aug. 2021. (排序第四，IEEE Transactions on Evolutionary Computation，中科院1区期刊，Top期刊，IF:14.3，CCF-B)
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- 张凯, 陈彬,
Zhiwei Xu(许志伟)*. 基于多目标进化策略算法的DNA核酸编码设计. 电子与信息学报 , 2020, 42(6): 1365-1373. (排序第三通讯作者，电子与信息学报)
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Zhiwei Xu(许志伟), 张凯*, 徐新, 贺娟娟. A Fireworks Algorithm Based on Transfer Spark for Evolutionary Multitasking. Frontiers in Neurorobotics , vol. 13, p. 109, Jan. 2020.
[Link] [Download]Zhiwei Xu(许志伟)*, 吴屏姗, 何诺飘, 金淑婷, 贺娟娟, 张凯. A Knee Solution-Based Membrane-Inspired Evolutionary Algorithm for Multi-objective Multi-task Optimization. Bio-Inspired Computing: Theories and Applications (BICTA-2024), Linqiang Pan, Ting Wu, and Jianqing Lin, Eds., Singapore: Springer Nature, 2025, pp. 165–176.
[Link] [Download]- Shuting. Jin, Huaze Long, Anqi Huang, Jianming Wang, Xuan Yu,
Zhiwei Xu(许志伟), Junlin Xu. Accurate prediction of synergistic drug combination using a multi-source information fusion framework. BMC Biology , vol. 23, no. 1, p. 200, Jul. 2025.
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- 龙华泽, 金淑婷, 许俊林,
Zhiwei Xu(许志伟), A Conformation Enhanced Graph Attention Framework for Predicting Synergistic Drug Combinations. 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) , Dec. 2025, pp. 1104–1111.
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Zhiwei Xu(许志伟), 刘小明, 张凯*. Mechanical Properties Prediction for Hot Rolled Alloy Steel Using Convolutional Neural Network. IEEE Access , vol. 7, pp. 47068–47078, 2019.
[Link] [Download]- 赵浩志,
Zhiwei Xu(许志伟)*, 张凯*. Reference Point Based Multi-objective Evolutionary Algorithm for DNA Sequence Design. International Conference on Bio-Inspired Computing: Theories and Applications, 2019, pp. 178–188.
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- 徐浩,
Zhiwei Xu(许志伟)*, 张凯*. Mechanical Properties Prediction for Hot Roll Steel Using Convolutional Neural Network. International Conference on Bio-Inspired Computing: Theories and Applications, 2019, pp. 565–575.
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- 张凯*, 刘芳, 申超楠,
Zhiwei Xu(许志伟). Multi-population Evolutionary Algorithm for Multimodal Multobjective Optimization. International Conference on Intelligent Autonomous Systems, 2021, pp. 199–204.
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- 李凡, 张凯*, 申超楠,
Zhiwei Xu(许志伟). Solving Multimodal Multi-Objective Problems with Local Pareto Front using a Population Clustering Mechanism. International Conference on Machine Learning and Soft Computing, 2023, pp. 34-39.
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