| 范薇薇 副教授 邮箱: wfan@tongji.edu.cn 办公电话:+86-21-65981165 |
教育背景
Ph.D. The Hong Kong University of Science and Technology, Industrial Engineering and Logistics Management
B.S. University of Science and Technology of China, Applied Mathematics
研究兴趣
Simulation Optimization, Robust Optimization and their applications in Healthcare
工作经历
2018/09 – present Associate Professor, Advanced Institute of Business, Tongji University
2015/09 – 2018.08 Assistant Professor, Department of Management Science, School of Management, University of Science and Technology
科研成果
Refereed Journal Publications (Chronological, alphabetical)
1. Weiwei Fan (范薇薇),Xuewen Li, Jun Luo, Shing Chih Tsai. (2024) First-stage Sampling in Ranking and Selection: Beyond Variance Estimation. Forthcoming at Operations Research.
2. Zhenxia Cheng, Weiwei Fan (范薇薇), Jun Luo, Shing Chih Tsai, Kun Zhang. (2024) Indifference-zone-free procedures for constrained selection of the best. Annals of Operations Research: 1-27.
3. Zaile Li, Weiwei Fan (范薇薇), L. Jeff Hong. (2024) The (Surprising) Sample Optimality of Greedy Procedures for Large-Scale Ranking and Selection. Management Science 0(0).
4. Weiwei Fan (范薇薇), L. Jeff Hong and Xiaowei Zhang. (2020) Distributionally robust selection of the best. Management Science 66(1): 190-208
5. Jeff Hong, Weiwei Fan (范薇薇), Jun Luo. (2021) Review on Ranking and Selection: A New Perspective. Frontiers of Engineering Management 8(3), 321-343.
6. Weiwei Fan (范薇薇), L. Jeff Hong and Barry Nelson. (2016) Indifference-zone-free selection of the best. Operations Research 64(6):1499-1514.
Refereed Conference Proceedings
1. Yuchen Wan, L Jeff Hong, Weiwei Fan (范薇薇). (2023) Upper-Confidence-Bound Procedure for Robust Selection of the Best. Proceedings of the 2023 Winter Simulation Conference, 3647-3656.
2. Liqiang Cheng, Jun Luo, Weiwei Fan, Yidong Zhang, Yuan Li. (2022) A Deep Q-Network Based on Radial Basis Functions for Multi-Echelon Inventory Management. Proceedings of the 2023 Winter Simulation Conference, 1581-1592.
3. Kexin Qin, L Jeff Hong, Weiwei Fan (范薇薇). (2022) Non-myopic knowledge gradient policy for ranking and selection. Proceedings of the 2022 Winter Simulation Conference,3051-3062.
4. Weiwei Fan (范薇薇), L. Jeff Hong. (2014) A new frequentist selection-of-the-best procedure without indifference zone. Proceedings of the 2014 Winter Simulation Conference, 3737-3748.
5. Weiwei Fan (范薇薇), L. Jeff Hong. (2013) Robust selection of the best. Proceedings of the 2013 Winter Simulation Conference, 868-876.
Conference Presentations
1. “Distributionally robust selection of the best”. The INFORMS 2016 International Meeting, Hawaii, USA, 2016.
2. “A new frequentist selection-of-the-best procedure without indifference zone”. The 2014 Winter Simulation Conference, Savannah, USA, 2014
Granted Research Project
1. 数据驱动的手术排程仿真优化方法研究,国家自然科学基金青年基金项目,主持人:范薇薇,2018.1-2020.12
2. 全生命周期、个性化慢性病健康管理中的仿真优化方法研究,国家自然科学基金面上项目,主持人:范薇薇,2021.1.1~2024.12.31.
Awards
1. First Prize, Best student paper competition in the 14th POM-HK International conference.
2. Finalist, George Nicholson student paper competition in the 2024 INFORMS Annual Meeting.
3. 第十六届上海市哲学社科优秀成果奖二等奖
社会服务
Reviewer for Operations Research, ACM Transactions on Modeling and Computer Simulation