金庆伟博士，浙江大学管理学院教授，毕业于美国北卡罗莱纳州立大学工业与系统工程学系工业工程方向。主要研究方向为优化理论与算法，收益管理，运营与供应链管理，多年来持续关注鲁棒优化决策、整数优化决策、基于消费者行为和数据驱动的动态定价决策、产品组合规划决策等问题，主持相关领域多项国家级、省部级科研项目。发表国际期刊论文数十篇，包括SIAM Journal on Optimization、Production and Operations Management、INFORMS Journal on Computing等国际高水平期刊。曾为联合利华、天猫供应链、览众科技等企业提供销量预测、畅销品识别、产品调拨等解决方案。

• 2023 年-至今，浙江大学管理学院，数据科学与管理工程学系，教授

• 2013 年-2023 年，浙江大学管理学院，数据科学与管理工程学系，副教授

• 2011 年-2013 年，浙江大学管理学院，管理科学与工程学系，讲师

• 2007 年-2011 年，美国北卡罗来纳州立大学，工业与系统工程系，工业工程专业，博士学位，导师方述诚教授

• 2004 年-2007 年，清华大学，数学科学系，运筹学与控制论专业，硕士学位，导师邢文训教授

• 2000 年-2004 年，清华大学，数学科学系，信息与计算科学专业，学士学位

科研项目（主持人或子课题负责人）：

论文发表：

• Wang, J., Wu, S., Jin, Q., Wang, Y., & Chen, C. (2023). Identifying Popular Products at an Early Stage of Sales Season for Apparel Industry. INFORMS Journal on Applied Analytics. DOI: 10.1287/inte.2023.0022.

• Jin, Q., Wu, Y., Zeng, Y., & Zhang, L. (2023). Population monotonic allocation schemes for the two-period economic lot-sizing games. Operations Research Letters, 51(3), 296-303.

• Jin, Q., Zhu, M., Yang, Y., & Liu, L. (2022). Consumer search with anticipated regret, Production and Operations Management, 31(8), 3337-3351.

• Pei, Z., Lu, H., Jin, Q., & Zhang, L. (2022). Target-based distributionally robust optimization for single machine scheduling. European Journal of Operational Research, 299(2), 420-431.Lu, C., Deng, Z., Fang, S. C., Jin, Q., & Xing, W. (2022). Fast computation of global solutions to the single-period unit commitment problem. Journal of Combinatorial Optimization, 44(3), 1511-1536.Jin, Q., Lin, J.-Y., & Zhou, S. X. (2021). Price discounts and personalized product assortments under multinomial logit choice model: A robust approach. IISE Transactions, 53(4), 453–471. Jiang, S., Fang, S. C., & Jin, Q. (2021). Sparse Solutions by a Quadratically Constrained ℓ q (0< q< 1) Minimization Model. INFORMS Journal on Computing, 33(2), 511-530.Zhou, W., Pu, Y., Dai, H. & Jin, Q. (2017). Cooperative interconnection settlement among ISPs through NAP, European Journal of Operational Research, 256(3), 991-1003. Lu, C., Deng, Z. & Jin, Q. (2017). An eigenvalue decomposition based branch-and-bound algorithm for nonconvex quadratic programming problems with convex quadratic constraints, Journal of Global Optimization, 67(3), 475-493. Tian, Y., Fang, S., Deng, Z. & Jin, Q. (2016). Cardinality constrained portfolio selection problem: A completely positive programming approach, Journal of Industrial and Management Optimization, 12(3), 1041-1056. Gai, L., Jin, Q., Tian, Y. & Huang, Y. (2016). Reducing multivalued discrete variables in solving separable task assignment problems, Operations Research Society of China, 4(1), 97-110. Tian, Y., Jin, Q. & Deng, Z. (2016). Quadratic optimization over a polyhedral cone, Journal of Industrial and Management Optimization, 12(1), 269-283. Li, P. & Jin, Q. (2016). On the resolution of bipolar max-min equations, Kybernetika, 52(4), 514-530. Deng, Z., Fang, S., Jin, Q. & Lu, C. (2015). Conic approximation to nonconvex quadratic programming with convex quadratic constraints, Journal of Global Optimization, 61(3), 459-478. Shi, Z. & Jin, Q. (2014). Second order optimality conditions and reformulations for nonconvex quadratically constrained quadratic programming problems, Journal of Industrial and Management Optimization, 10(3), 871-882. Jin, Q., Fang, S., Lu, C. & Xing, W. (2014). Solving conic quadratically constrained quadratic programming problems, Pacific Journal of Optimization, 10(3), 503-516. Lu, C., Jin, Q., Fang, S., Wang, Z. & Xing, W. (2014). Adaptive computable approximation to cones of nonnegative quadratic functions, Optimization, 63(6), 955-980. Deng, Z., Fang, S., Jin, Q. & Xing, W. (2013). Detecting copositivity of a symmetric matrix by an adaptive ellipsoid-based approximation scheme, European Journal of Operational Research, 229(1), 21-28. Jin, Q., Tian, Y., Deng, Z., Fang, S. & Xing, W. (2013). Exact computable representation of some second-order cone constrained quadratic programming problems, Operations Research Society of China, 1, 107-134. Tian, Y., Jin, Q., Lavery, J. & Fang, S. (2013). ℓ1 major component detection and analysis (l1 MCDA): foundations in two dimensions, Algorithms, 6, 12-18. Jin, Q., Yu, L., Lavery, J. & Fang, S. (2012). Univariate cubic L-1 interpolating splines based on the first derivative and on 5-point windows: analysis, algorithm and shape-preserving properties, Computational Optimization and Applications, 51(2), 575-600. 

• Li, P. & Jin, Q. (2012). Fuzzy relational equations with min-biimplication composition, Fuzzy Optimization and Decision Making, 11(2), 227-240. Lu, C., Fang, S., Jin, Q., Wang, Z. & Xing, W. (2011). KKT solution and conic relaxation for solving quadratically constrained quadratic programming problems, SIAM Journal on Optimization, 21(4), 1475-1490. 

• Jin, Q., Fang, S. C. & Xing, W. (2010). On the global optimality of generalized trust region subproblems, Optimization, 59(8), 1139-1151. Jin, Q., Lavery, J. & Fang, S. C. (2010). Univariate cubic L1 interpolating splines: analytical results for linearity, convexity and oscillation on 5-point windows, Algorithms, 3, 276-293. 

• 华中生, 刘作仪, 孟庆峰, 雒兴刚, 霍宝锋, 卞亦文, 李四杰, 杨翼, 金庆伟, 智慧养老服务的国家战略需求和关键科学问题, 中国科学基金, 2016, 6 , 535-545.

工作论文：

• Pricing and assortment optimization under logit based choice models with tree structured consideration sets, with Qianqian Wang and Yu Han, Available at SSRN 4129238.

• Dynamic Pricing and Learning under The Effect of Inventory Scarcity, with Mengyan Zhu, Available at SSRN 4187391.

• Robust assortment revenue optimization and satisficing, with Zhuoyu Long, Yu Sun, and Bin Hu, Available at SSRN 4045001.

• Parallel or sequential? Platforms' search-pattern preference: the role of assortment, with Lin Liu and Yi Yang, Available at SSRN 3721973。

• Improving front distribution center fulfillment rates: a distributionally robust approach, with Haodong Feng, Man Feng, Qianqian Wang, Yidong Zhang, Lei Can, Xinru Hao. 

在开课程：

• 软计算与决策（本科）
  

• 运营管理（本科）

• 数据驱动的运营管理（MBA）

• 博弈论（科硕，全英文）

曾开课程：

• 运筹学（本科）
  

• 企业资源规划（本科）

• 运作管理（本科）

• 供应链与物流管理（本科）

• 管理统计（本科，全英文）

• 管理研究方法（科硕）

• ERP与沙盘模拟（MBA）

• 运营分析（MBA）

• 博弈论（博士，双语）

访问学者

2018/08 - 2018/08   访问学者 香港中文大学商学院

2017/08 - 2017/08 访问学者 香港中文大学系统工程与工程管理系

2016/08 - 2016/08 访问学者 香港中文大学商学院

2015/07 - 2015/09 访问学者 香港中文大学商学院

2014/08 - 2014/09 访问学者 香港城市大学管理科学系

2014/03 - 2014/04 访问学者 香港城市大学管理科学系

2013/07 - 2013/08 访问学者 香港中文大学系统工程与工程管理系

学术交流