张玉利
张玉利博士,长聘副教授、特别研究员、博士生导师。分别于2008年、2014年自武汉大学、清华大学获得工学学士、博士学位,于2011年-2012年在美国University of California, Berkeley工业工程与运筹学系进行学术访问,于2014年-2017年在清华大学工业工程系进行博士后研究。
研究方向为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、机器与统计学习等。其研究获国家自然科学基金、中国博士后科学基金、bob手机在线登陆青年科技创新计划、学术启动计划及横向科研项目资助。担任北京运筹学会副秘书长、中国运筹学会不确定系统分会常务理事、中国物流与采购联合会采购与供应链专家委员会、工业互联网产业联盟供应链特设组副主席等公共服务和学术职务。
研究兴趣:
1. 大数据驱动的运营管理(Big Data-Driven Operations Management)。
2. 不确定性优化(Distributionally Robust Optimization/Stochastic Programming)及离散优化算法。
3. 应用领域包括新能源汽车服务运营优化、智慧城市、物流与供应链管理、生产调度相关等。
欢迎对运营管理、运筹优化、机器学习、数据分析等方向感兴趣的同学联系攻读硕士、博士研究生,及开展博士后研究
电子邮箱:zhangyuli@bit.edu.cn。
学术著作
张玉利,基于矩信息的鲁棒优化模型、算法及应用,科学出版社,2022.
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)
主要论文
[1]Wei Qi#,Yuli Zhang*#, Ningwei Zhang, Scaling Up Electric-Vehicle Battery Swapping Services in Cities: A Joint Location and Repairable-Inventory Model, Forthcoming inManagement Science. (UT Dallas 24)
[2]Yuli Zhang, Amber R. Richter, J. George Shanthikumar, Zuo-Jun Max Shen. 2021. Dynamic Inventory Relocation in Disaster Relief,Production and Operations Management, 2022, 31(3): 1052-1070. (UT Dallas 24)
[3]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, 2018, 30(4): 662-676. (UT Dallas 24)
[4]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)
[5]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.
[6]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.
[7]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.
[8] Linyu Liu, Shiji Song, Zhuolin Wang, Zhang,Yuli Zhang, Data-driven Distributionally Robust Optimization for Railway Timetabling Problem, Forthcoming inIEEE Transactions on Automation Science and Engineering.2022.
[9] Wang, Zhuolin, Keyou You, Shiji Song, Yuli Zhang. Second-order Conic Programming Approach for Wasserstein Distributionally Robust Two-stage Linear Programs.IEEE Transactions on Automation Science and Engineering, 2021, 19(2): 946-958.
[10] Zhuolin Wang, Keyou You, Shiji Song,Yuli Zhang,Wasserstein distributionally robust shortest path problem,European Journal of Operational Research,2020, 284(1):31-43.
[11] Zihao Jiao, Lun Ran, Xin Liu,Yuli Zhang, Robin G. Qiu. Integrating price-incentive and trip-selection policies to rebalance shared electric vehicles,Service Science, 2020, 12(4): 148-173.
[12] Ahid Riahi, Raymond Chiong,Yuli Zhang, A new iterated greedy algorithm for no-idle permutation flowshop scheduling with the total tardiness criterion,Computers & Operations Research, 2020,117:1-14.
[13] Han Zhao, Shiji Song,Yuli Zhang, Jatinder N. D. Gupta, Anna G. Devlin, Raymond Chiong, Supply chain coordination with a risk-averse retailer and a combined buy-back and revenue sharing contract,Asia-Pacific Journal of Operational Research,2019, 36(5), 1-23.
[14] Niu Shengshegn, Song Shiji, Ding JianYa,YuliZhang, Chiong Raymond, Distributionally robust single machine scheduling with the total tardiness criterion,Computers & Operations Research, 2019, 101, 13-28.
[15] 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, 56, 5576-5592.
[16] Zhiqi Chang, Shiji Song,Yuli Zhang, Distributionally Robust Single Machine Scheduling with Risk Aversion,European Journal of Operational Research, 2017, 256(1): 261-274.
[17] 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.
[18] Yuli Zhang, Xidong Liang, Chaoyue Zhou, Shiji Song. Robust optimization of high-speed railway train stop plan and ticket allocation considering passenger transfer.Systems Engineering-Theory & Practice, 2022, 42(8): 2196--2209.
科研项目:
[1] 国家自然科学基金面上项目,72271029, 一体化供应链弹性物流网络设计与优化,2023/01-2026/12,主持。
[2] 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。
[3] 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。
[4] 国家自然科学基金委员会与加拿大魁北克研究基金会合作研究项目,7206112700,大数据驱动的智慧城市服务运营管理--基于系统耦合的视角,2019-2023,参与
[5] 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, 参与。
[6] 科技部重点研发计划科技创新2030“新一代人工智能”项目, 复杂制造环境下人机物三元协同决策优化方法, 2019/12-2022/12, 参与.
[7] bob手机在线登陆科技创新计划,不确定性环境下的运管管理,2019/01-2021/12,主持。
[8] bob手机在线登陆青年教师学术启动计划,融合新能源发电的电动汽车充换电站网络服务运营优化,2018/01—2020/12,主持。
[9] 中国博士后科学基金特别资助,2015T80102,面向大数据的低保守性鲁棒优化方法,2015/07-2018/01,主持。
[10] 国家自然科学基金联合基金重点项目,U1660202,钢铁生产线的多工序实时智能优化调度理论、方法及应用,2017/01-2020/12, 参与。