个人情况：

朱宁，男，2012年毕业于天津大学管理科学与工程专业获博士学位。现任中国科学技术大学教授，国家优秀青年科学基金获得者。主要研究兴趣包括智慧城市管理、交通与物流系统建模与优化、信息系统、运筹优化技术（整数优化、随机优化和鲁棒优化）、机器学习等。发表学术论文50余篇，包括M&SOM、INFORMS Journal on Computing（2篇）、Transportation Science、Transportation Research Part A/B（9篇）/C/E（4篇）、EJOR（4篇）、管理科学学报、系统工程理论与实践等。主持国家自然科学基金项目5项，教育部项目2项，企业合作课题若干。担任多本国内外知名期刊审稿人，如M&SOM、IJOC、TR-Part B、EJOR等。承担一些编辑工作。

招生说明：

对全日制学生：

喜欢/(Bu tao yan)数学，热爱/(Bu yan wu)编程。

有数据分析、运筹优化方面经历更好。

情绪正常。

热爱学术研究，不那么热爱的话，也可以谈谈。

对在职学生：

有1年及以上的程序员/数据分析岗位工作经历优先，没有强制要求。

背景不限，欢迎数学、计算机、大数据、管理科学与工程、统计学、工业工程、交通工程等专业同学联系。

2025年招收博士后、博士、硕士研究生若干，欢迎有志于从事科学研究的学生通过邮件联系（nzhu25@ustc.edu.cn）。

项目情况：

[1]. 国家自然科学基金面上项目, 72471163, 数据驱动的停车充电一体化设施管理与优化, 2025.01-2028.12.

[2]. 国家自然科学基金优秀青年科学基金项目, 72122015, 交通系统运营管理与优化, 2022.01-2024.12.

[3]. 国家自然科学基金面上项目, 71971154, 面向公交车辆实时优化控制的公交站点运行机理研究, 2020.01-2023.12.

[4]. 国家自然科学基金应急管理项目, 71740020, 基于站点服务性能的公交车辆在途优化控制, 2018.01-2018.12.

[5]. 教育部人文社会科学青年基金项目, 17YJC630239, 考虑公交站点运行机理的公交车辆实时优化控制, 2018.01-2020.12.

[6]. 国家自然科学基金青年项目, 71301115, 不确定、动态条件下交通检测器网络结构优化研究, 2014.01-2016.12.

[7]. 教育部新教师基金, 20130032120009, 考虑故障因素的交通检测器网络结构优化研究, 2014.01-2016.12.

论文发表：

[1] Sun, Peng, Dongpan Zhao, Qingxin Chen, Xinyao Yu, and Ning Zhu. "Distributionally robust optimization for pre-disaster facility location problem with 3D printing." Transportation Research Part E: Logistics and Transportation Review 193 (2025): 103844.

[2] Chen, Qingxin, Shoufeng Ma, Hongming Li, Ning Zhu, and Qiao-Chu He. "Optimizing bike rebalancing strategies in free-floating bike-sharing systems: An enhanced distributionally robust approach." Transportation Research Part E: Logistics and Transportation Review 184 (2024): 103477.

[3] Meng, Zhu, Ning Zhu, Guowei Zhang, Yuance Yang, Zhaocai Liu, and Ginger Y. Ke. "Data-driven drone pre-positioning for traffic accident rapid assessment." Transportation Research Part E: Logistics and Transportation Review 183 (2024): 103452.

[4] Li, Hongming, Erick Delage, Ning Zhu, Michael Pinedo, and Shoufeng Ma. "Distributional robustness and inequity mitigation in disaster preparedness of humanitarian operations." Manufacturing & Service Operations Management 26, no. 1 (2024): 197-214.

[5] Yu, Xinyao, Shoufeng Ma, Ning Zhu, William HK Lam, and Hao Fu. "Ensuring the robustness of link flow observation systems in sensor failure events." Transportation Research Part B: Methodological 178 (2023): 102849.

[6] Zhang, Guowei, Ning Jia, Ning Zhu, Long He, and Yossiri Adulyasak. "Humanitarian transportation network design via two-stage distributionally robust optimization." Transportation Research Part B: Methodological 176 (2023): 102805.

[7] Bian, Bomin, Ning Zhu, and Qiang Meng. "Real-time cruising speed design approach for multiline bus systems." Transportation Research Part B: Methodological 170 (2023): 1-24.

[8] Zhang, Guowei, Ning Jia, Ning Zhu, Yossiri Adulyasak, and Shoufeng Ma. "Robust drone selective routing in humanitarian transportation network assessment." European Journal of Operational Research 305, no. 1 (2023): 400-428.

[9] Chen, Qingxin, Chenyi Fu, Ning Zhu, Shoufeng Ma, and Qiao-Chu He. "A target-based optimization model for bike-sharing systems: From the perspective of service efficiency and equity." Transportation Research Part B: Methodological 167 (2023): 235-260.

[10] Yu, Qinxiao, Chun Cheng, and Ning Zhu. "Robust team orienteering problem with decreasing profits." INFORMS Journal on Computing 34, no. 6 (2022): 3215-3233.

[11] Fu, Chenyi, Shoufeng Ma, Ning Zhu, Qiao-Chu He, and Hai Yang. "Bike-sharing inventory management for market expansion." Transportation Research Part B: Methodological 162 (2022): 28-54.

[12] Zhu, Ning, Chenyi Fu, Xuanyi Zhang, and Shoufeng Ma. "A network sensor location problem for link flow observability and estimation." European Journal of Operational Research 300, no. 2 (2022): 428-448.

[13] Lu, Lan, Shichen Zhao, Qiao-Chu He, and Ning Zhu. "Task assignment in predictive maintenance for free-float bicycle sharing systems." Computers & Industrial Engineering 169 (2022): 108214.

[14] Fu, Chenyi, Ning Zhu, Shoufeng Ma, and Ronghui Liu. "A two-stage robust approach to integrated station location and rebalancing vehicle service design in bike-sharing systems." European Journal of Operational Research 298, no. 3 (2022): 915-938.

[15] Zhang, Guowei, Ning Zhu, Shiquan Zhong, Shoufeng Ma, and Shanshan Han. "A stochastic programming approach for heterogeneous variable message sign location problem for freeway networks." Transportmetrica A: Transport Science 18, no. 1 (2022): 99-124.

[16] Yu, Qinxiao, Yossiri Adulyasak, Louis-Martin Rousseau, Ning Zhu, and Shoufeng Ma. "Team orienteering with time-varying profit." INFORMS Journal on Computing 34, no. 1 (2022): 262-280.

[17] Lai, Xiaofan, Xiaolong Lu, Xinyao Yu, and Ning Zhu. "Multi-period integrated planning for vaccination station location and medical professional assignment under uncertainty." Computers & Industrial Engineering 161 (2021): 107673.

[18] Zhang, Guowei, Ning Zhu, Shoufeng Ma, and Jun Xia. "Humanitarian relief network assessment using collaborative truck-and-drone system." Transportation Research Part E: Logistics and Transportation Review 152 (2021): 102417.

[19] Ma, Shoufeng, Hongming Li, Ning Zhu, and Chenyi Fu. "Stochastic programming approach for unidirectional quay crane scheduling problem with uncertainty." Journal of Scheduling 24 (2021): 137-174.

[20] Bian, Bomin, Ning Zhu, Michael Pinedo, Shoufeng Ma, and Qinxiao Yu. "An optimization-based speed-control method for high frequency buses serving curbside stops." Transportation Research Part C: Emerging Technologies 121 (2020): 102860.

[21] Bian, Bomin, Michael Pinedo, Ning Zhu, and Shoufeng Ma. "Performance analysis of overtaking maneuvers at bus stops with tandem berths." Transportation Science 53, no. 2 (2019): 597-618.

[22] Yu, Qinxiao, Kan Fang, Ning Zhu, and Shoufeng Ma. "A matheuristic approach to the orienteering problem with service time dependent profits." European Journal of Operational Research 273, no. 2 (2019): 488-503.

[23] Xia, Liangjie, Tingting Guo, Juanjuan Qin, Xiaohang Yue, and Ning Zhu. "Carbon emission reduction and pricing policies of a supply chain considering reciprocal preferences in cap-and-trade system." Annals of Operations Research 268 (2018): 149-175.

[24] Zhu, Ning, Chenyi Fu, and Shoufeng Ma. "Data-driven distributionally robust optimization approach for reliable travel-time-information-gain-oriented traffic sensor location model." Transportation Research Part B: Methodological 113 (2018): 91-120.

[25] Fu, Chenyi, Ning Zhu, and Shoufeng Ma. "A stochastic program approach for path reconstruction oriented sensor location model." Transportation Research Part B: Methodological 102 (2017): 210-237.

[26] Zhu, Ning, Shoufeng Ma, and Liang Zheng. "Travel time estimation oriented freeway sensor placement problem considering sensor failure." Journal of Intelligent Transportation Systems 21, no. 1 (2017): 26-40.

[27] Fu, Chenyi, Ning Zhu, Shuai Ling, Shoufeng Ma, and Yongxi Huang. "Heterogeneous sensor location model for path reconstruction." Transportation Research Part B: Methodological 91 (2016): 77-97.

[28] Bian, Bomin, Ning Zhu, Shuai Ling, and Shoufeng Ma. "Bus service time estimation model for a curbside bus stop." Transportation Research Part C: Emerging Technologies 57 (2015): 103-121.

[29] Liu, Yang, Ning Zhu, Shoufeng Ma, and Ning Jia. "Traffic sensor location approach for flow inference." IET Intelligent Transport Systems 9, no. 2 (2015): 184-192.

[30] Liu, Yang, Ning Zhu, and Shou-feng Ma. "Simultaneous optimization of transit network and public bicycle station network." Journal of Central South University 22, no. 4 (2015): 1574-1584.

[31] Pinedo, Michael, Christos Zacharias, and Ning Zhu. "Scheduling in the service industries: An overview." Journal of Systems Science and Systems Engineering 24, no. 1 (2015): 1-48.

[32] Zhu, Ning, Yang Liu, Shoufeng Ma, and Zhengbing He. "Mobile traffic sensor routing in dynamic transportation systems." IEEE Transactions on Intelligent Transportation Systems 15, no. 5 (2014): 2273-2285.

[33] Tian, Jun-fang, Ning Jia, Ning Zhu, Bin Jia, and Zhen-zhou Yuan. "Brake light cellular automaton model with advanced randomization for traffic breakdown." Transportation Research Part C: Emerging Technologies 44 (2014): 282-298.

[34] 朱宁, 马寿峰, and 贾宁. "考虑故障因素的交通检测器布设优化问题研究." 系统工程理论与实践 34, no. 4 (2014): 997-1002.

[35] 方侃,安义丹,朱宁, and 黄典."考虑无人机站的车辆路径规划问题." 管理科学学报,2025,(1):61~76