赖明辉


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。

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,综合应用组合优化、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)人工智能机制设计. 应用深度学习技术研究不对称信息下的多智能体竞争与合作机制设计问题,以真实有效地提高系统整体效率,特别是自动化竞价机器代理人环境下的拍卖机制设计。

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,在研。

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。

发表论文

[1]Minghui Lai, Xiaoqiang Cai, and Nicholas G. Hall. Cost Allocation for Less-than-truckload Collaboration via Shipper Consortium. Transportation Science, 2021. In press.

[2]Minghui Lai, Xiaoqiang Cai, and Qian Hu*. Market Design for Commute-Driven Private Parking Lot Sharing. Transportation Research Part C: Emerging Technologies, 2021, 124. https://doi.org/10.1016/j.trc.2020.102915.

[3]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.  

[4]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.

[5]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

[6]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, pp 257-282. Springer, Cham. DOI: https://doi.org/10.1007/978-3-030-22788-3_9. 

[7]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, pp 138-151. Springer, Cham.  DOI:https://doi.org/10.1007/978-3-030-29513-4_10. 

[8]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.

[9]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.

[10]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.

[11]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.

[12]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.

[13]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.

[14]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, Zekun Lang, and Qian Hu. A Rolling-horizon Decision Framework for Integrated Relocation and Parking Reservation in One-way Electric Carsharing Systems. Transportation Research Part B: Methodologies, 2021, Major revision

工作论文

[1]Minghui Lai and Yuan Wang. Cost Allocation for Collaborative Network Design in Strategic Alliances. 2021.

[2]Minghui Lai and Huajing Liu. Less-than-truckload Shipper Collaboration in Multi-stop Truckload Shipping.  2021.

[3]Minghui Lai and Yating WuStable Matching for Integrated Ridesharing and Public Transit on a Mobility as a Service Platform. 2021.

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, 2021.06~2021.09. 面向复杂的数字化送达业务开发智能的调度优化解决方案,开发一整套算法,提高业务处理效率和客户服务水平。



返回原图
/