柯良军教授

2018-11-20 11:25:19 88

基本介绍

姓名: 柯良军
职称: 教授
电子邮件: keljxjtu@xjtu.edu.cn

教育经历

2004.2-2008.5 西安交通大学 博士

工作经历

2008.7-2012.12 西安交通大学 讲师
 2013.1-2017.12 西安交通大学 副教授
2018.1-至今 西安交通大学 教授

学术荣誉与获奖

学术兼职: 《控制理论与应用》编委,中国仿真学会智能仿真优化与调度专委会委员
研究方向:人工智能(包括群体智能、强化学习、深度学习等)、大数据分析

论文著选

著作

[1] 柯良军, 《蚁群智能优化方法及其应用》,清华大学出版社,2017.

论文

[1] Liangjun Ke. A brain storm optimization approach for the cumulative capacitated vehicle routing problem, Memetic Computing, 2018.
[2] Dongbin Jiao, Liangjun Ke, Weibo Yang, Jing Li: An Estimation of Distribution Algorithm Based Dynamic Clustering Approach for Wireless Sensor Networks. Wireless Personal Communications 97(3): 4697-4727 (2017)
[3] Tianjiao Zhang, Liangjun Ke, Jing Li, Jisheng Li, Jingqi Huang, Zexi Li: Metaheuristics for the tabu clustered traveling salesman problem. Computers & OR 89: 1-12 (2018)
[4] Jing Li, Liangjun Ke, Gangqiang Ye, Tianjiao Zhang: Ant colony optimisation for the routing problem in the constellation network with node satellite constraint. IJBIC 10(4): 267-274 (2017)
[5] Liangjun Ke, P Zhai, J Li, F TS Chan, Pareto mimic algorithm: an approach to the team orienteering problem. Omega, 2015.
[6] Liangjun Ke, et al., Proportion based robust optimization and team orienteering problem with interval data. European Journal of Operational Research. 2013, 226(1): 19-31.
[7] Liangjun Ke, Qingfu Zhang, Roberto Battiti, Hybidization of decomposition and local search for multiobjective optimization. IEEE transactions on Cybernetics, 2014, 44(10): 1808-1820.
[8] Liangjun Ke, Qingfu Zhang, Roberto Battiti, Multiobjective combinatorial optimization by using decomposition and ant colony. IEEE transactions on Cybernetics, 2013, 43(6): 1845-1859.
[9] Liangjun Ke, Zuren Feng. A two-phase metaheuristic for the cumulative capacitated vehicle routing problem. Computers & Operations Research. 2013, 40(2): 633-638.
[10] Liangjun Ke, et al., Cooperating branch-and-price and metaheuristic for the team orienteering problem with time windows, IEEE CEC 2014, Beijing.

项目

纵向

[1] 基于学习理论的进化算法及其在应急资源配送路径问题中的应用研究,国家自然科学基金面上项目(61573277),2016-2019,主持

横向

[1] 无人机新型控制方法研究,南京,2018,主持