周育人

所属研究所、院系: 
大数据与计算智能研究所
职称: 
教授
办公电话: 
020-39943563
E-mail: 
zhouyuren@mail.sysu.edu.cn
教师简介: 
中山大学数据科学与计算机学院教授,博士生导师
研究领域: 

计算智能、数据挖掘、社会网络

教育背景: 

2003.12 武汉大学计算机软件与理论专业,工学博士
1991.7  武汉大学数学系,理学硕士
1988.7  北京大学数学系,理学学士 

工作经历: 

2014.12-                 中山大学超级计算学院, 数据科学与计算机学院, 教授
2003.7-2014.12    华南理工大学计算机学院, 副教授, 教授
1991.7-2003.6       武汉工程大学计算机系, 助教, 讲师, 副教授

海外经历: 

2007.12—2008.12 美国加州大学欧文分校(University of California, Irvine)访问学者

科研项目: 

负责承担国家、省部级项目多项,其中国家自然科学基金4项(60673062,60873078,61170081,61472143)。

教授课程: 

离散数学,数据结构与算法

代表性论著: 

[1] Yuren Zhou, Xinsheng Lai and Kangshun Li. Approximation and Parameterized Runtime Analysis of Evolutionary Algorithms for the Maximum Cut Problem. IEEE Transactions on Cybernetics, 45(8), 1491-1498, 2015
[2] Yuren Zhou, Jun Zhang and Yong Wang. Performance analysis of the (1+1) evolutionary algorithm for the multiprocessor scheduling problem. Algorithmica, 73(1), 21-41, 2015

[3] Yi Xiang, Yuren Zhou, Hailin Liu. An elitism based multi-objective artificial bee colony algorithm. European Journal of Operational Research ,245 (1), 168-193, 2015
[4] Xiaoyun Xia, Yuren Zhou and Xinsheng Lai. On the Analysis of the (1+1) Evolutionary Algorithm for the Maximum Leaf Spanning Tree Problem. International Journal of Computer Mathematics, 92(10), 2023-2035, 2015
[5] Xinsheng Lai, Yuren Zhou, Jun He and Jun Zhang. Performance Analysis on Evolutionary Algorithms for the Minimum Label Spanning Tree Problem. IEEE Transactions on Evolutionary Computation, 18(6), 860-872, 2014
[6] Yuren Zhou, Xinsheng Lai, Yuanxiang Li and Wenyong Dong. Ant Colony Optimization with Combining Gaussian Eliminations for Matrix Multiplication, IEEE Transactions on Cybernetics, 34(1), 347-357, 2013
[7] Yuren Zhou. Exponential bounds for the random walk algorithm on random planted 3-SAT, Science China, Information Sciences, Vol. 56, 092112:1–13, 2013
[8] Xinsheng Lai and Yuren Zhou. The analysis of expected fitness and success ratio of two heuristic optimizations on two bimodal MaxSAT problems, Journal of Global Optimization, 54(4),745-764, 2012
[9] Yuren Zhou. Runtime Analysis of an Ant Colony Optimization Algorithm for TSP Instances. IEEE Transactions on Evolutionary Computation, 13(5), 1083-1092, 2009
[10] Yuren Zhou, Jun He and Qing Nie. A comparative runtime analysis of heuristic algorithms for satisfiability problems. Artificial Intelligence, 173(2), 240-257, 2009
[11] Yong Wang, Zixing Cai, Yuren Zhou, Wei Zeng. An adaptive trade-off model for constrained evolutionary optimization. IEEE Transactions on Evolutionary Computation, 12(1), pp80-92, 2008
[12] Yuren Zhou and Jun He. A runtime analysis of evolutionary algorithms for constrained optimization problems. IEEE Transactions on Evolutionary Computation, 11(5), 608-619, 2007
[13] Yong Wang, Zixing Cai, Guo Guanqi and Yuren Zhou. Multiobjective optimization and hybrid evolutionary algorithm to solve constrained optimization problem. IEEE Transactions on System, Man, and Cybernetics, Part B, vol. 37, no 3, 560-575, 2007
[14] Yuren Zhou and Jun He. The Convergence of a Self-adaptive Multi-objective Evolutionary Algorithm Based on Grids. Information Processing Letters, 104 (4), 117-122, 2007