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张茂清
发布日期:2026-05-07 浏览次数:

张茂清,男,1991.03月生,博士毕业于同济大学硕士研究生导师,主要从事进化计算、机器学习以及应用研究;目前担任国际学术期刊IJCAST主编以及IJCIS编委;累积发表论文20余篇,其中在Applied Soft Computing, Information Sciences TOP期刊发表论文5篇,高被引论文1篇;主持省部级项目2项,主持市厅级项目2项,横向课题1项,参与河南省重大专项2项;

电子邮箱maoqing_zhang@163.commaoqing_zhang@haut.edu.cn

研究方向:进化计算机器学习以及应用

学术兼职

1. International Journal of Complexity in Applied Science and Technology主编(Editor in Chief;

2. International Journal of Computational Intelligence Studies编委;

招生方向:计算机科学与技术,人工智能,大数据等相关方向;

代表性学术成果:

1. Maoqing Zhang, Kun Wang. Asymmetrical variable driven simulated binary crossover operator for large scale multi-objective optimization[J]. Applied Soft Computing, 2025: 113921.中科院一区顶刊

2. Maoqing Zhang, Wuzhao Li, Kun Wang. A Dimensional Coevolution driven Reproduction Operator for Large Scale Multi-objective Optimization[J]. Memetic Computing, 2026, 18(1): 2.

3. Maoqing Zhang, Wuzhao Li, Liang Zhang, Hao Jin, Yashuang Mu, Lei Wang,A Pearson correlation-based adaptive variable grouping method for large-scale multi-objective optimization,Information Sciences, 2023, DOI:10.1016/j.ins.2023.02. 055,中科院一区顶刊

4. Maoqing ZhangWuzhao LiHao JinLiang ZhangYashuang MuLei WangAn Adaptive Variance Vector-based Evolutionary Algorithm for Large Scale Multi-Objective Optimization, Neural Computing and Applications, 2023, accepted

5. Maoqing Zhang, Lei Wang, Weian Guo, Wuzhao Li, Junwei Pang, Jun Min, Hanwei Liu, Qidi Wu, Many-Objective Evolutionary Algorithm based on Dominance Degree, Applied Soft Computing, 2021, 113:107869,中科院一区顶刊

6. Maoqing Zhang, Lei Wang, Weian Guo, Wuzhao Li, Dongyang Li, Bo Hu, Qidi Wu, Many-objective evolutionary algorithm based on relative non-dominance matrix, Information Sciences, 2021, 547:963-983,中科院一区顶刊

7. Maoqing Zhang, Lei Wang, Wuzhao Li, Dongyang Li, Bo Hu, Qidi Wu. Many-Objective Evolutionary Algorithm with Adaptive Reference Vector. Information Sciences, 2021, 563:70-90,中科院一区顶刊

8.Maoqing Zhang, Weian Guo, Lei Wang, Dongyang Li, Bo Hu, Qidi Wu, Modeling and optimization of watering robot optimal path for ornamental plant care, Computers & Industrial Engineering, 2021, 157:107263.中科院二区

9.Maoqing Zhang,Hui Wang, Zhihua Cui, Jinjun Chen, Hybrid multi-objective cuckoo search with dynamical local search, Memetic Computing, 2018,10(2):199-208, Springer. SCI检索

10.Zhihua Cui,Maoqing Zhang*,Hui Wang, Xingjuan Cai, Wensheng Zhang, A hybrid many-objective cuckoo search algorithm, Soft Computing,2019,1-17, Springer Berlin HeidelbergSCI检索

11.Xingjuan Cai,Maoqing Zhang*,Hui Wang, Meng Xu, Jinjun Chen, Wensheng Zhang, Analyses of inverted generational distance for many-objective optimization algorithms, International Journal of Bio-Inspired Computation, 2019, 14(1):62-68, Inderscience Publishers (IEL)SCI检索

12.崔志华,张茂清,常宇,张江江,王晖,张文生,基于平均距离聚类的NSGA-II,自动化学报, doi.org/10.16383/j.aas.c180, 2019

13.Maoqing Zhang,Zhuanghua Zhu, Zhihua Cui, Xingjuan Cai, NSGA-II with local perturbation, In proceedings of 2017 29th Chinese Control And Decision Conference (CCDC), 208-213,2017, IEEE

14.Maoqing Zhang,Zhihua Cui, Yu Chang, Yeqing Ren, Xingjuan Cai, Hui Wang,, Bat Algorithm with Individual Local Search, International Conference on Intelligence Science, 442-451, 2018, Springer.

15.Maoqing Zhang, Zhuanghua Zhu, Zhihui Cui, Weighted-based oriented cuckoo search, In proceedings of 2017 9th International Conference on Modelling, Identification and Control (ICMIC), 365-369,2017,IEEE

16.Maoqing Zhang, Zhuanghua Zhu, Zhihui Cui, DV-hop localization algorithm with weight-based oriented cuckoo search algorithm, In proceedings of 2017 36th Chinese Control Conference (CCC),2534-2539,2017, IEEE.

科研项目

1.张茂清,非对称变量驱动的大规模多目标进化算法生成算子研究,河南省科技厅自然科学项目-省自然科学基金项目(青年), 主持,项目号:2321022100422025.10-2027.09

2.张茂清,大规模多目标生成算子设计及其在储粮害虫识别神经网络构建中的应用,河南省教育厅自然科学项目,主持,项目号:25B1200012024.10-2026.12

3.张茂清,面向大规模多目标优化问题的变量分组和生成算子自适应技术研究,河南省科技攻关,主持,项目号:2321022100422023.01-2024.12 .

4.张茂清,大规模多目标优化问题中的关键基础研究,数字化学习技术集成与应用教育部工程研究中心2022年度创新基金,主持,项目号:12210472022.10-2023.09.

5.张茂清,决策变量特征驱动的大规模多目标进化算法研究,河南工业大学高层次人才科研启动基金,主持,项目号:314014852022.06-2025.06.

6.张茂清,视频场景智能计算系统开发, 郑州信大先进技术研究院,主持, 2024.10-2026.10

7.张茂清数字社会治理下的视频大场景智能计算关键技术研究及产业化,河南省重大产业技术攻关“揭榜挂帅”项目,参与,2024.01-2026.12

8.张茂清,  重点科研领域AI4S大模型关键技术研究及示范应用, 河南省重大专项,参与,2026.01-2027.12