赖明辉

赖明辉

发布时间:2017-10-03访问量:16602


赖明辉 (Lai, Minghui),男,博士,副教授,硕士生导师,博士生导师,东南大学经济管理学院(2014.12—至今)。中国农业大学管理学学士,南开大学管理学硕士,香港中文大学系统工程哲学博士。东南大学“至善学者”(A层次)。

主要研究兴趣

(1)数字化平台运营与机制设计: 在以物联网、区块链、大数据、云计算、人工智能等为代表的数字技术发展浪潮下,研究数字化平台以数据要素为基础进行产业生产要素的网络化共享、集约化整合和协作化运营等方面的管理问题,综合应用运筹优化、机器学习、算法博弈等理论方法,设计集约化运营模式,开发算法激励机制实现多方协作共赢,并以工业互联网、交通出行、物流运输、能源等领域的数字化平台为代表开展研究 。

(2)数据市场交易机制:随着新一代数字技术的快速发展,大数据越来越普遍,数据也成为了重要的生产要素,应用数据科学理论、算法博弈论和机器学习方法等,研究数据市场中各主体如何进行有效的数据交易,针对大数据多源、时空异质性和交叉性等特点设计新的算法激励机制框架,实现数据的价值化。

联系方式

办公地点:九龙湖经管楼 A-411

办公时间:周一至周五 9:00-17:00

电子邮箱:laimh@seu.edu.cn

科研及教学项目

国家自然科学基金青年项目—碳减排约束下零担物流网络多方协作机制研究(71501039), 2016.01-2018.12, 主持,结题。

国家自然科学基金重点项目—基于物联网的产品状态智能监控与质量管理(71531010), 2016.01-2020.12, 参与(10/10),结题

国家自然科学基金面上项目—基于数字化平台的零担运输分散化运力和货物整合研究(71971057), 2020.01-2023.12, 主持,在研。

国家自然科学基金重点项目—在线交易平台中的行为及算法, 参与(3/10), 2023.01-2027.12。

发表论文

Minghui Lai*, Qian Hu, Ying Liu, and Zekun Lang. A Rolling-horizon Decision Framework for Integrating Relocation and User Flexibility in One-way Electric Carsharing Systems. Transportation Research Part C: Emerging Technologies, 2022, 144: 103867.https://doi.org/10.1016/j.trc.2022.103867.

Minghui Lai, Xiaoqiang Cai*, and Nicholas G. Hall. Cost Allocation for Less-than-truckload Collaboration via Shipper Consortium. Transportation Science, 2022, 56(3): 585-611. https://doi.org/10.1287/trsc.2021.1066.

Minghui Lai, Zekun Lang, and Xiaoqiang Cai*. Evaluation on Integrating Relocation and User Flexibility in Large-Scale One-Way Electric Carsharing Systems. In: Arai, K. (eds) Intelligent Systems and Applications. IntelliSys 2022. Lecture Notes in Networks and Systems, vol 543:118-133. Springer International Publishing, Cham, 2023. https://doi.org/10.1007/978-3-031-16078-3_7

Minghui Lai, Xiaoqiang Cai, and Qian Hu*. Market Design for Commute-Driven Private Parking Lot Sharing. Transportation Research Part C: Emerging Technologies, 2021, 124: 102915. https://doi.org/10.1016/j.trc.2020. 102915.

Ruiling Yang, and Minghui Lai*. Multi-level Analyses on the Matching Policy of On-demand Ride-hailing Service. International Journal of Sustainable Transportation,  2020.  https://doi.org/10.1080/15568318.2020. 1795760.  

Lijun Wei, Minghui Lai, Andrew Lim, and Qian Hu*. A branch-and-price algorithm for the two-dimensional vector packing problem. European Journal of Operational Research, 2019, 28(1): 25-35.  https://doi.org/10.1016/ j.ejor.2019.08.024.

Minghui Lai, Weili Xue, and Qian Hu*. An Ascending Auction for Freight Forwarders' Collaboration in Capacity Sharing. Transportation Science, 2019, 53(4): 1175-1195. https://doi.org/10.1287/trsc.2018.0870

Minghui Lai, and Xiaoqiang Cai*. Algorithmic Mechanism Design for Collaboration in Large-scale Transportation Networks. In: Velásquez-Bermúdez J., Khakifirooz M., Fathi M. (eds) Large Scale Optimization in Supply Chains and Smart Manufacturing. Springer Optimization and Its Applications, vol 149: 257-282. Springer, Cham. https://doi.org/10.1007/978-3-030-22788-3_9. 

Minghui Lai, and Xiaoqiang Cai*. Less-than-truckload Shipper Collaboration in the Physical Internet. In: Bi Y., Bhatia R., Kapoor S. (eds) Intelligent Systems and Applications. IntelliSys 2019. Advances in Intelligent Systems and Computing, vol 1038: 138-151. Springer, Cham, 2020.  DOI:https://doi.org/10.1007/978-3-030-29513-4_10. 

赖明辉, 薛巍立, 田歆, 李丽丽. 整车运输协作问题迭代拍卖机制设计. 系统工程理论与实践. 2018, 38(12): 3174-3186.

Minghui Lai*, Xiaoqiang Cai, and Qian Hu. An iterative auction for carrier collaboration in truckload pickup and delivery. Transportation Research Part E: Logistics and Transportation Review, 2017, 107: 60-80. https://doi.org/10.1016/j.tre.2017.09.006.

Minghui Lai, Xiaoqiang Cai, and Xiang Li*. Mechanism design for collaborative production-distribution planning with shipment consolidation. Transportation Research Part E: Logistics and Transportation Review, 2017, 106: 137-159. https://doi.org/10.1016/j.tre.2017.07.014.

Minghui Lai, Weili Xue*, and Lindu Zhao. Cost Allocation for Cooperative Inventory Consolidation Problems. Operations Research Letter, 2016, 44(6): 761–765. https://doi.org/10.1016/j.orl.2016.09.006.

Xiaoqiang Cai, Minghui Lai*, Xiang Li, Yongjian Li, and Xianyi Wu. Optimal acquisition and production policy in a hybrid manufacturing/remanufacturing system with core acquisition at different quality levels. European Journal of Operational Research, 2014, 233(2): 374-382. https://doi.org/10.1016/j.ejor.2013.07.017.

Minghui Lai, Yongjian Li*, and Yanli Liu. Determining the Optimal Scale Width for a Rating Scale Using an Integrated Discrimination Function. Measurement, 2010, 43(10): 1458-1471. https://doi.org/10.1016/j.measurement.2010.08.012.

Juliang Zhang, Yongjian Li*, and Minghui Lai. Coordinating pricing and inventory decisions in a bounded production system with uncertain yield. Journal of Systems Science and Systems Engineering, 2010, 19(4): 481-495. https://doi.org/10.1007/s11518-010-5148-4

在审论文

[1]Minghui Lai, Yating Wu, Huajing Liu, and Qian Hu. Core-based Cost Allocation for Collaborative Multi-stop Truckload Shipping Problem. IISE Transactions, 2022, Major revision

[2] Minghui Lai, Yating Wu, and Yuan Wang. Stable Matching for Integrating Ridesharing and Public Transit on a Mobility-as-a-Service Platform. Transportation Science, 2022, Under 1st review.

工作论文

[1]Minghui Lai and Xiaowen Gao. Jointly Optimize Matching and Vehicle Repositioning for Ridesourcing services with Reinforcement Learning. Working paper, 2022.

[2]Yating Wu, Minghui Lai, and Yuan Wang. Large-scale Matching in Integrated Ridesharing and Public Transit on a Mobility as a Service Platform. Working paper2022.

[3]Minghui Lai, and  Huajing Liu. Column Generation for the Collaborative Multi-stop Truckload Shipping Problem. Working paper2022.

企业合作项目

[1] 赖明辉,胡骞等。江苏新视云科技股份有限公司数字化司法送达业务调度优化项目, 2021.06~2021.12. 面向复杂的数字化司法送达业务开发智能调度优化解决方案,提供一整套算法实现业务处理效率和客户服务水平的改善。

[2]赖明辉,薛巍立等。上海优巽运输管理系统订单装配一体化决策优化项目,2021.09~2021.12。为上海优巽TMS系统开发一个服务超市便利店的订单配送优化模块,提供一套完整的订单装配一体化决策算法解决方案,最大化业务效率。 

教学科研奖励

[1]An Ascending Auction for Freight Forwarders' Collaboration in Capacity Sharing, 2021年江苏省高等学校哲学社会科学研究成果奖三等奖,江苏省教育厅,2021.10,排名 1/1

[2]“科教融合、全程多元、知行合一”的物流创新人才培养改革与实践,国家教学成果二等奖,教育部,2018.12,排名 8/8

[3]2019年度江苏省普通高等学校本专科优秀毕业设计(论文)指导老师,二等奖,江苏省教育厅,2020.10,排名 1/1

[4]第六届江苏省“互联网+”大学生创新创业大赛指导老师,二等奖,江苏省教育厅,2020.8,排名 2/3

[5]全国院校2020年度物流教改教研课题评比,一等奖,中国物流协会,2021.6,排名 3/7

[6]2021年第十一届MathorCup高校数学建模挑战赛研究生组指导老师,三等奖,中国优选法统筹法与经济数学研究会,2021.06,排名 1/1

[7]2021年江苏省研究生数学建模科研创新实践大赛指导老师,二等奖,江苏省教育指导委员会,2021.08,排名 1/1

[8]第二届日日顺物流创客训练营大赛指导老师,银奖,中国物流协会,2017.12,排名 1/1

[9]第五届日日顺物流创客训练营大赛指导老师,铜奖,中国物流协会,2020.11,排名 1/1

[10]第六届日日顺物流创客训练营大赛指导老师,银奖,中国物流协会,2021.12,排名 1/1

[11]东南大学龙昌明奖教金, 2017.06,排名 1/1





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