研究领域

不确定性环境下的系统优化、分析与算法设计、大数据驱动的运营管理"科研项目：
[1] 国家自然科学基金面上项目，71871023，电动汽车光伏充换电站网络随机鲁棒运营优化研究，2019/01-2022/12，主持。
[2] 国家自然科学基金青年科学基金项目，61503211，低保守性自适应鲁棒优化及其在含大规模风电电网调度中的应用，2016/01-2018/12，主持。
[3] 国家自然科学基金重大研究计划重点项目，91746210，大数据驱动的服务运营系统性优化与管理——以新能源汽车为例，2018/01-2021/12

近期论文

学术著作
宋士吉, 张玉利, 贾庆山, 非线性规划, 清华大学出版社, 2013.12.（译著）

主要期刊论文
[1] Yuli Zhang, Zuo-Jun Max Shen, Shiji Song, Distributionally Robust Optimization of Two-stage Lot- Sizing Problems, Production and Operations Management, 2016,25(12): 2116-2131. (UT Dallas 24)
[2] Yuli Zhang, Zuo-Jun Max Shen, Shiji Song, Exact Algorithms for Distributionally β-Robust Machine Scheduling with Uncertain Processing Times, 2018, INFORMS Journal on Computing (to appear). (UT Dallas 24)
[3] Yuli Zhang, Zuo-Jun Max Shen, Shiji Song, Lagrangian Relaxation for the Reliable Shortest Path Problem with Correlated Link Travel Times, Transportation Research Part B: Methodological, 2017, 104: 501-521.
[4] Yuli Zhang, ZuoJun Max Shen, Shiji Song, Parametric Search for the Bi-attribute Concave Shortest Path Problem, Transportation Research Part B: Methodological, 2016, 94: 150–168.
[5] Yuli Zhang, Shiji Song, Zuo-Jun (Max) Shen, Cheng Wu, Robust Shortest Path Problem with Distributional Uncertainty, IEEE Transactions on Intelligent Transportation Systems, 2017,19(4): 1080 – 1090.
[6] Yuli Zhang, Shiji Song, Cheng Wu, Wenjun Yin, Variable Exponential Neighborhood Search for Long Chain Design Problem, Neurocomputing, 2015, 148 (19): 269-277.
[7] Fan Yue, Shiji Song, Yuli Zhang, Jatinder.N.D.Gupta, Raymond Chiong, Robust single machine scheduling with uncertain release times for minimizing the maximum waiting time, International Journal of Production Research, 2018 (to appear).
[8] Zhiqi Chang, Shiji Song, Yuli Zhang, Distributionally Robust Single Machine Scheduling with Risk Aversion, European Journal of Operational Research, 2017, 256(1): 261-274.
[9] Shiji Song, Yanshang Gong, Yuli Zhang, Gao Huang, Guangbin Huang, Dimension Reduction by Minimum Error Minimax Probability Machine, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2016, 47(1): 58-69.