刘群锋

2019年04月13日 16:48

刘群锋,男,理学博士,副教授、硕士生导师。

理工短号:6190

通讯地址:东莞理工学院计算机学院,广东,东莞,523808

E-mail: liuqf@dgut.edu.cn

Tel.: 0769-22861363 (办)


Education:

2016.5 - 2016.5, 北 京 大 学 群体智能暑期学校

2014.9 - 2015.6, 中 山 大 学 计算机应用技术(访问学者)

2007.9 - 2011.6, 湖 南 大 学 计算数学(博士)

1999.9 - 2002.6,华中科技大学 概率论与数理统计(硕士)

1995.9 - 1999.6,华中理工大学 应用数学(本科)


Employment:

2003.9 —现在,东莞理工学院,历任讲师、副教授;

历任“高等数学课程群”负责人,数学与数据科学系主任、计算机学院副院长

2002.7 —2003.8,东北大学东软信息学院 助教


Current Research Interests:

Global Optimization (全局优化), Swarm Intelligence(群体智能),Machine Learning(机器学习)


Selected Journal Papers:

1. 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)

2. 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)

3. 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)

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

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

6. 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)

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

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

9. Wanyou Cheng, Qunfeng Liu, Donghui Li. An accurate active set conjugate gradient algorithm with project search for bound constrained optimization.Optimization letters, 8(2), 763-776, 2014 (SCI)

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

11. Qunfeng Liu. Two minimal positive bases based direct search conjugate gradient methods for computationally expensive functions.Numerical Algorithms, 2011, 58 ( 4), 461- 474(SCI)

12. Qunfeng Liu, Jinping Zeng. Convergence analysis of multigrid methods with residual scaling techniques.Journal of Computational and Applied Mathematics, 2010, 234(10), 2932-2942(SCI)

13. Wanyou Cheng, Qunfeng Liu. Sufficient descent nonlinear conjugate gradient methods with conjugacy condition.Numerical Algorithms, 2010, 53(1), 113–131 ( SCI )


Recent Funded Projects:

1. 进化算法数值比较的若干理论问题研究及其应用,国家自然科学基金面上项目,2018/01-2021/12

2. 多水平粒子群优化及其动态分析,广东省自然科学基金面上项目(2016.01-2018.12)

3. 基于粒子群优化的群动态决策模型,教育部人文社会科学基金青年项目(2013.1-2015.12)


学术团体

中国仿真学会会员2018 -

中国计算机学会会员2016 -

国际全局优化协会会员Member of International Society of Global Optimization(http://www.isogop.org/membership)2013---


Journal Paper Reviewer:

l IEEE Transactions on Evolutionary Computation

l Swarm Intelligence

l ACM Computing Surveys

l Artificial Intelligence Review

l Optimization and Engineering

l International Journal of Bio-inspired Computation

l Pacific Journal of Optimization

l Mathematical Modeling and Analysis

l Journal of Computational Mathematics

l Numerical Algorithms

l 计算机应用

l 东莞理工学院学报


主要本科课程

计算智能,运筹学,最优化方法,数值分析,概率论与数理统计

教学课件下载网址:http://172.28.89.9/~liuqunfeng/


导师要求

选我做指导老师的学生需要熟悉Matlab软件,喜欢数值模拟与数值计算。