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刘群锋 Qunfeng LIU

发布时间：2025-12-23 点击数：

姓名：

Name:

刘群锋

Qunfeng LIU

职称：

Job Title:

教授

Professor

学历（学位）：

Degree:

博士研究生

Doctor

联系邮箱：

Email:

liuqf@dgut.edu.cn

Ph.D. in Science, Professor and Master’s Supervisor at Dongguan University of Technology, International Joint Doctoral Supervisor, and Secretary of the Party Committee of the School of Computer Science and Technology. He earned his Bachelor’s and Master’s degrees from the Department of Mathematics at Huazhong University of Science and Technology in 1999 and 2002, respectively, and received his Ph.D. from the College of Mathematics at Hunan University in 2011. His research primarily focuses on the theory and methods of global optimization and computational intelligence. He has led five research projects, including the National Natural Science Foundation General Program, the Ministry of Education Humanities and Social Sciences Youth Fund, and the Guangdong Natural Science Foundation General Program. He has published over 60 papers in leading journals in related fields, such as IEEE Trans. Evolutionary Computation, IEEE Trans. Cybernetics, Evolutionary Computation, Information Sciences, and Journal of Global Optimization, and has authored two monographs and one textbook. He serves as a reviewer for 16 SCI journals, including IEEE TEVC. He is also a Council Member of the Guangdong Mathematical Society and a Member of the Intelligent Simulation Optimization and Scheduling Committee of the Chinese Association for System Simulation.

主要研究方向及内容

Main Research area and subject

全局优化，演化计算，机器学习，群体智能


Global optimization, Evolutionary computation, Machine learning, Swarm intelligence


主要成果奖励  

Main achievement rewards

1. Qunfeng Liu, William V. Gehrlein, Ling Wang, Yuan Yan, Yingying Cao, Wei Chen, and Yun Li. Paradoxes in Numerical Comparison of Optimization Algorithms. IEEE Transactions on Evolutionary Computation, DOI: 10.1109/TEVC.2019.2955110, online, 2019.


2. Wei Chen, YingYing Cao, Shi Cheng, Yifei Sun, Qunfeng Liu*, Yun Li. Simplex Search Based Brain Storm Optimization. IEEE Access, 6(1), 75997-76006, 2018 (SCI)


3. Qunfeng Liu, Wei-Neng, Chen, Jeremiah D. Deng, Tianlong Gu, Huaxiang Zhang, Zhengtao Yu, Jun Zhang. Benchmarking Stochastic Algorithms for Global Optimization Problems by Visualizing Confidence Intervals. IEEE Transactions on Cybernetics, 47(9), 2924-2937, 2017 (SCI, EI)


4. Qunfeng Liu, Guang Yang, Zhongzhi Zhang, Jinping Zeng. Improving the convergence rate of the DIRECT global optimization algorithm. Journal of Global Optimization, 67(4), 851–872, 2017 (SCI, EI)


5. Qunfeng Liu, Wenhong Wei, Huaqiang Yuan, Zhi-Hui Zhan, Yun Li. Topology selection for particle swarm optimization. Information Sciences, 363,154-173, 2016 (SCI, EI)


6. Qunfeng Liu. Order-2 stability analysis of particle swarm optimization. Evolutionary Computation, 23(2), 187-216, 2015  (SCI, EI）


7. Qunfeng Liu, Jinping Zeng, Guang Yang. MrDIRECT: a multilevel robust DIRECT algorithm for global optimization problems. Journal of Global Optimization, 62(2), 205-227, 2015 (SCI, EI）


8. Qunfeng Liu, Jinping Zeng. Global optimization by multilevel partition. Journal of Global Optimization, 61 (1), 47-69, 2015 (SCI, EI）


9. Qunfeng Liu and Wanyou Cheng. A modified DIRECT algorithm with bilevel partition. Journal of Global Optimization, 60 (3), 483-499, 2014 (SCI, EI）


10. Qunfeng Liu. Linear scaling and the DIRECT algorithm. Journal of Global Optimization, 56(3), 1233-1245, 2013  (SCI, EI）



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