人员

兼职教师

李晓东    教授

电子邮箱:

xiaodong.li_AT_rmit.edu.au

办公室:

研究方向:

机器学习、演化计算、复杂系统、多目标优化、多模式优化、群体智能、数据挖掘/分析、路线规划、元启发式优化

教育背景

06/1998,奥塔哥大学,新西兰,人工智能博士

12/1992,奥塔哥大学,新西兰,信息科学硕士

08/1988,西安电子科技大学,信息科学学士


工作经历

20173月至今 南方科技大学计算机科学与工程系兼职教授

2017年1月至今 澳大利亚墨尔本皇家墨尔本理工大学理学院(CSSE)教授

2013年1月至2016年12月 澳大利亚墨尔本皇家理工大学理学院(CSSE)副教授

2005年1月至2012年12月 澳大利亚墨尔本皇家理工大学计算机科学与信息技术学院高级讲师

2001年1月至2004年12月 澳大利亚墨尔本皇家理工大学计算机科学与信息技术学院讲师

1999年5月至2000年12月 澳大利亚墨尔本莫纳什大学Gippsland计算机学院讲师

1997年1月至1999年5月 澳大利亚Charles Sturt大学信息与环境科学学院副讲师


荣誉与奖项

2013 ACM SIGEVO影响力奖项获得者

2017年IEEE Transactions on Evolutoinary Computation杰出论文奖

2017-2018年,中国南方科技大学“鹏程学者”称号(兼职教授)


代表文章

1. Xie, J., Mei, Y., Ernst, A.T., Li, X., and Song, A. (2018),"A Bi-level Optimization Model for Grouping Constrained Storage Location Assignment Problems", IEEE Transactions on Cybernetics, 48(1): 385 - 398, January 2018.

2. Islam, M.J., Li, X., Mei, Y., (2017), "A Time-Varying Transfer Function for Balancing Exploration and Exploitation ability of a Binary PSO", Applied Softcomputing, 59:182 - 196.

3. Omidvar, M., Yang, M., Mei, Y., Li, X., and Yao, X. (2017),"DG2: A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization", IEEE Transactions on Evolutionary Computation, 21(6): 929 - 942, December 2017.

4. Li, X., Epitropakis, M.G., Deb, K., and Engelbrecht, A. (2017), "Seeking Multiple Solutions: an Updated Survey on Niching Methods and Their Applications", IEEE Transactions on Evolutionary Computation, 21(4):518 - 538, August 2017.

5. Tang, K., Wang, J., Li, X., Yao, X., (2017), "A Scalable Approach to Capacitated Arc Routing Problems based on Hierarchical Decomposition", IEEE Transactions on Cybernetics, 47(11): 3928 - 3940, November, 2017.

6. Qi, Y., Yu, J., Li, X., Wei, Y., and Miao, Q. (2017), "Reservoir Flood Control Operation Using Multi-objective Evolutionary Algorithm with Decomposition and Preferences", Applied Soft Computing, 50:21 - 33, January 2017.

7. Mei, Y., Salim, F. and Li, X. (2016), "Efficient Meta-heuristics for the Multi-Objective Time-Dependent Orienteering Problem", European Journal of Operational Research, Volume 254, pp.443-457, 2016.

8. Liu, J., Mei, Y. and Li, X. (2016), "An Analysis of the Inertia Weight Parameter for Binary Particle Swarm Optimization", IEEE Transactions on Evolutionary Computation, 20(5): 666-681, October 2016.

9. Mei, Y., Omidvar, M., Li, X. and Yao, X. (2016), "A Competitive Divide-and-Conquer Algorithm for Unconstrained Large Scale Black-Box Optimization", ACM Transactions on Mathematical Software (TOMS), 42(2), Article 13, 24 pages, June 2016.

10. Omidvar, M.,Li, X. Mei, Y. Yao, X. (2014), "Cooperative Co-evolution with Differential Grouping for Large Scale Optimization", IEEE Transactions on Evolutionary Computation, 18(3): 378-393, June 2014 (2017 IEEE CIS "IEEE Transactions on Evolutoinary Computation Outstanding Paper Award").

11. Li, X. and Yao, X. (2012), "Cooperatively Coevolving Particle Swarms for Large Scale Optimization,'' IEEE Transactions on Evolutionary Computation, 16(2): 210-224, April 2012.

12. Carrese, R., Winarto, H., Li, X., Sobester, A. and Ebenezer, S. (2012), "A Comprehensive Preference-based Optimization Framework with Application to High-lift Aerodynamic Design". Engineering Optimization, Taylor & Francis, 44(10): 1209-1227.

13. Carrese, R., Sobester, A., Winarto, H., and Li, X. (2011), "Swarm heuristic for identifying preferred solutions in surrogate-based multiobjective engineering design", American Institute of Aeronautics and Astronautics Journal, 49(7): 1437- 1449, July 2011.

14. Li, X. (2010), "Niching without Niching Parameters: Particle Swarm Optimization Using a Ring Topology", IEEE Transactions on Evolutionary Computation, 14 (1): 150-169,February 2010 .

15. Blum, C. and Li, X. (2008). "Swarm Intelligence in Optimization", in Blum, C. and Merkle, D. (editors), Swarm Intelligence - Introduction and Applications, Springer, 2008, pp.43 - 85.

16. Parrott, D. and Li, X. (2006), "Locating and Tracking Multiple Dynamic Optima by a Particle Swarm Model Using Speciation", IEEE Transactions on Evolutionary Computation, 10(4):440-458, August 2006.



其他信息