金险飞
职务/职称
研究员
研究方向
运筹学在民航领域的应用，人工智能与运筹学交叉研究
电子邮箱
Jinxianfei@sribd.cn
教育背景
新加坡南洋理工机械与宇航学院博士学位
华中科技大学机械学院硕士学位
华中科技大学机械学院本科学位
主要成果/荣誉
2016 Sabre Airline Solutions Champion
Honorable Mention in 2014 IEEE International Conference on Industrial Engineering and Engineering Management
个人介绍
金险飞博士现任深圳市大数据研究院研究员。他于2012年获新加坡南洋理工大学运筹学博士学位。金博士长期深耕民航领域的运筹优化与人工智能交叉研究，曾在全球领先的航空IT供应商Sabre公司担任数据科学与运筹学主任工程师与上海、广州、深圳办公室首席代表，主导机位分配、航班恢复和Sabre Travel AI等核心决策系统的研发。
其研究方向涵盖航班计划编排、机场调度、航线网络设计、空中交通流量管理及航空需求预测等，并积极探索强化学习、深度学习与经典优化方法的结合。成果发表于Transportation Research Part B、European Journal of Operational Research、International Journal of Production Economics等权威期刊。
代表性论文
Jin, Xianfei, Kunpeng Li, and Appa Iyer Sivakumar. "Scheduling and optimal delivery time quotation for customers with time sensitive demand." International Journal of Production Economics 145.1 (2013): 349- 358.
Jin, Xianfei, Appa Iyer Sivakumar, and Sing Yong Lim. "A simulation based analysis on reducing patient waiting time for consultation in an outpatient eye clinic." Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World. IEEE Press, 2013.
Liang, Zhe, Fan Xiao, Xiongwen Qian, Lei Zhou, Xianfei Jin, Xuehua Lu, and Sureshan Karichery. “A column generation-based heuristic for aircraft recovery problem with airport capacity constraints and maintenance flexibility.” Transportation Research Part B: Methodological 113(2018): 70-90.
Huang, Zhouchun, Xiaodong Luo, Xianfei Jin, and Sureshan Karichery. “An iterative cost-driven copy generation approach for aircraft recovery problem.” European Journal of Operational Research 301(2022): 334-348.
Li, Kunpeng, Xuefang Han, Xianfei Jin. “Framework, model and algorithm for the global control of urban automated driving traffic.” Frontiers of Engineering Management 11(2024): 592-619.
