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个人简介 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 科研项目（主持人或子课题负责人）：2022 - 2025数据驱动的产品组合规划及收益管理研究国家自然科学基金面上项目2020 - 2021大规模在线时时并行随机优化方法研究企事业单位委托项目2021 - 2025基于"物联网+区块链"的农产品供应链溯源与收益分配方法研究国家自然科学基金重点国际(地区)合作研究项目2020 - 2024新零售模式的运营管理理论与方法国家自然科学基金重点项目2017 - 2020“供应链管理联合实验室”建设咨询项目企事业单位委托项目2017 - 2020“智慧交通大数据应用创新联合实验室” 建设咨询项目企事业单位委托项目2017 - 2020基于顾客选择行为的可替代产品组合规划及收益管理研究国家自然科学基金面上项目2015 - 2018非常规突发事件下港口-腹地物流运输网络弹性的测度与优化研究国家自然科学基金面上项目2014 - 2016二阶锥约束在非凸二次优化问题中的研究国家自然科学基金青年科学基金项目2013 - 2017供应链金融运营管理研究浙江省社会科学基金一般项目2013 - 2015锥约束条件下非凸二次优化问题的研究浙江省自然科学基金青年基金项目 研究与成果 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.  教学与课程 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） 学术交流（讲座报告） 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2021-12第十三届“行为运筹学与行为运营管理”研讨会Assortment Optimization under Multinomial Logit Choice Model with Tree Structured Consideration Sets深圳2021-10阿里数字供应链——智慧供应链前沿进展及实践分享会产品组合优化与产品调拨问题的鲁棒优化方法杭州2020-12第十二届“行为运筹学与行为运营管理”国际研讨会Price and Assortment Competition under Consideration Set Formation: The Role of Anticipated Regret (Excellent Student Paper Award)南京2020-072020协同创新与管理研究会年会Platforms' Assortment Management: The Role of Sellers' Competition and Consumer Search南京2019-12第十一届“行为运筹学与行为运营管理”国际研讨会Platforms' Assortment Management: The Role of Sellers' Competition and Consumer Search北京2019-06第41届ISMS营销科学年会Fulfillment by an Online Marketplace: Consumer Search and Assortment Competition意大利罗马2019-05清华大学应用数学青年论坛Assortment Optimization under MNL Choice Model with Consideration Sets北京2018-12第十届“行为运筹学与行为运营管理”国际研讨会Assortment Optimization under MNL Model with Hierarchical Consideration Sets广州2018-01第9届POMS-HK国际会议Customized Product Assortment and Marketing Effort: A Robust Approach香港2017-072017收益管理青年学者论坛Customized Product Assortment and Marketing Effort A Robust Approach广州2017-06The 14th International Conference on Service Systems and Service Management (ICSSSM2017)Customized Product Assortment and Marketing Effort A Robust Approach大连2016-112016年管理科学与运筹学协会年会An eigenvalue decomposition based BB algorithm for nonconvex quadratic programming problems with convex quadratic constraints美国纳什维尔2015-05上海交通大学安泰经管学院管理科学系学术讲座A robust approach to customized assortment in revenue management under the multinomial logit choice model上海2014-112014年管理科学与运筹学协会年会SDP relaxation based branch and bound algorithm for nonconvex QCQP problems美国旧金山2014-10The First Pacific Optimization Conference (POC2014)KKT conditions for conic quadratically-constrained quadratic programming problems无锡2014-07The 20th Conference of the International Federation of Operational Research SocietiesAn adaptive conic approximation to nonconvex quadratic programming problems西班牙巴塞罗那2014-05浙江大学管理科学长三角青年学者论坛A robust approach to customized assortment in revenue managementunder the multinominal logit choice model杭州2014-05第十届全国数学规划学术会议Adaptive computable approximation to cones of nonnegative quadratic functions洛阳2013-01第三届世界全局优化会议On the exactness of some second order cone constrained quadratic optimizations黄山2012-062012年管理科学与运筹学协会国际会议Study on Conic Quadratically Constrained Quadratic Programming Problems北京2011-052011 IIE Annual ConferenceUnivariate Cubic L1 Spline: Analysis Based Algorithm and Shape Preservation美国雷诺2008-102008 INFORMS Annual MeetingOn the global optimality of the generalized trust region subproblem美国华盛顿2005-08中国运筹学会排序分会第六次代表会议暨学术交流会Efficiently loading on no-wait flexible flowshop with no-idle machines上海