周耀明

副教授

所在系所:工业工程与管理系

办公电话:/

电子邮件:iezhou@sjtu.edu.cn

通讯地址:上海交通大学密西根学院龙宾楼560

个人主页:https://www.researchgate.net/profile/Yaoming_Zhou

个人简介
教学工作
科研工作
荣誉奖励

教育背景

2014.08-2018.07,香港大学,数据与系统工程系,博士
2016.08-2016.12,台湾大学,管理学院工商管理学系,博士交换
2010.08-2014.06,浙江大学,机械电子工程,竺可桢学院工高班,学士

工作经历

2023.12-   ,上海交通大学,机动学院工业工程与管理系,副系主任
2022.01-   ,上海交通大学,机动学院工业工程与管理系,副教授、博士生导师
2019-2021,上海交通大学,机动学院工业工程与管理系,助理教授、博士生导师
2018-2019,阿里巴巴,菜鸟网络-人工智能部,高级算法工程师

研究方向

运筹优化方法运用于:
交通网络建模与分析
交通运营管理与优化

指导本科生科研、学科竞赛,招收硕士、博士研究生,请发邮件至iezhou@sjtu.edu.cn

已毕业研究生:
李思平(2019级硕博连读,2021年转博)
杨毅(2019级专业硕士,阿里巴巴菜鸟)
杨航(2020级专业硕士,阿里巴巴淘天)
栗子琦(2020级专业硕士,顺丰科技)
诸葛沁沁(2021级专业硕士,阿里巴巴淘天)
于圆鑫(2021级专业硕士,阿里巴巴达摩院)
黄梦雪(2021级专业硕士,阿里云)
李德义(2022级硕博连读,2024年转博)

学术兼职

Program Committee Member, IEEE International Conference on Industrial Engineering and Engineering Management, 2022, 2023, 2024
Advisory Committee Member, The 4th International Conference on Operations Management
Guest Editor, Special Issue: Advanced Transportation Models and Systems under Carbon Neutrality, Journal of Advanced Transportation, SCI
Guest Editor, Special Issue: Planning for Sustainable Cities: Transport and Land Use, Sustainability, SCI, SSCI
Session Chair, The 5th Institute of Industrial and Systems Engineers Asian Conference
青年编委,《工业工程》期刊

副秘书长,上海市工程管理学会
Reviewer:
Transportation Science
Transportation Research Part A/B/C/D/E
IEEE Transactions on Intelligent Transportation Systems
IEEE Transactions on Engineering Management
IEEE Transactions on Network Science and Engineering
IET Intelligent Transport Systems
Computers & Industrial Engineering
Chinese Journal of Aeronautics
Transportation Research Board
Journal of Advanced Transportation
Service Science
控制与决策
工业工程与管理 等

课程教学:
科学研究与创新实践,本科生,1学分
专业实习,本科生,3学分
毕业设计,本科生,4学分
高等运筹学, 研究生,3学分,全英文("双一流"研究生优质课程,校思政示范课,校首届精品课程,校思政教学名师)
大数据技术与应用,研究生,2学分

指导本科生科研、竞赛、毕设等。

科研项目

2023-2026 国家重点研发子课题,基于动态预测的全域集成自适应调度,负责人
2023-2024 上海市科技创新行动计划软科学研究项目,面向重大突发公共卫生事件的城市物流系统韧性评估与提升研究,负责人
2022-2022 企业合作项目,无人叉车智能调度系统开发,负责人
2021-2023 国家自然科学基金,基于节点间可替代关系的航空网络性能评估与结构优化研究,负责人
2020-2022 上海市青年科技英才扬帆计划,“一带一路”背景下多模式跨国交通运输网络建模与枢纽节点分析,负责人
2020-2022 上海市科技创新行动计划,飞机移动对接位姿追踪与精确测量技术研究,单位负责人
2020-2022 上海交通大学双一流建设项目,负责人
2020-2023 国家重点研发计划项目,钢铁全流程多工序动态协同运行优化技术及示范应用,参与
2016-2019 国家自然科学基金面上项目,面对突发事件的交通系统弹复性的需求管理研究,参与

代表性论文专著

期刊论文
[31] Li, S., Zhou, Y.*, & Zhang, F. (2025). Interdependency in transportation system resilience: Review and discussion. Transportation Research Part D.

[30] Li, S., & Zhou, Y.* (2024). Integrating equity and efficiency into urban logistics resilience under emergency lockdowns. Transportation Research Part E, 183, 103446.
[29] Zhou, Y., Lin, Z., Guan, R., & Sheu, J. B. (2023). Dynamic battery swapping and rebalancing strategies for electric bike-sharing systems. Transportation Research Part B, 177, 102820.
[28] Li, L., Li, Y., Liu, R., Zhou, Y., & Pan, E. (2023). A Two-stage Stochastic Programming for AGV Scheduling with Random Tasks and Battery Swapping in Automated Conainer Terminals. Transportation Research Part E, 174, 103110.
[27] Bai, X., Ma, Z., & Zhou, Y.* (2023). Data-Driven Static and Dynamic Resilience Assessment of the Global Liner Shipping Network. Transportation Research Part E, 170, 103016. (1% Highly Cited Paper)
[26] Li, S., Xu, G., & Zhou Y.* (2023). How air transport networks respond to long-lasting disruptive events like COVID-19: the first step toward long-term resilience. Transportation Research Part A, 177, 103836.
[25] Zhou, Y., Kundu, T., Qin, W., Goh, M., & Sheu, J. B. (2021). Vulnerability of the worldwide air transportation network to global catastrophes such as COVID-19. Transportation Research Part E, 154, 102469.
[24] Li, S., Zhou, Y.*, Kundu, T., & Zhang, F. (2021). Impact of entry restriction policies on international air transport connectivity during COVID-19 pandemic. Transportation Research Part E, 152, 102411.
[23] Zhou, Y., Kundu, T., Goh, M., & Sheu, J. B. (2021). Multimodal transportation network centrality analysis for Belt and Road Initiative. Transportation Research Part E, 149, 102292.
[22] Wang, J., Zhou, Y.*, & Huang, G. Q. (2019). Alternative pair in the airport network. Transportation Research Part A, 124, 408-418.
[21] Zhou, Y., Wang, J., & Sheu, J. B. (2019). On connectivity of post-earthquake road networks. Transportation Research Part E, 123, 1-16.
[20] Zhou, Y., Wang, J., & Huang, G. Q. (2019). Efficiency and robustness of weighted air transport networks. Transportation Research Part E, 122, 14-26.
[19] Wan, P., Xu, G., Chen J., & Zhou, Y. (2024). Deep Reinforcement Learning enabled Multi-UAV Scheduling for Disaster Data Collection with Time-varying Value. IEEE Transactions on Intelligent Transportation Systems.
[18] Zhou, Y., Li, S., & Wang, J. (2022). Modeling stochastic behavior of road networks with disruptions using percolation theory. IEEE Transactions on Intelligent Transportation Systems, 23(8), 13230-13241.
[17] Zhou, Y.*, Li, S., Kundu, T., Bai, X., & Qin, W. (2021). The impact of network topology on air transportation robustness to pandemics. IEEE Transactions on Network Science and Engineering, 8(3), 2249-2261.
[16] Zhou, Y., Wang, J., & Yang, H. (2019). Resilience of transportation systems: concepts and comprehensive review. IEEE Transactions on Intelligent Transportation Systems, 20(12), 4262-4276. (1% Highly Cited Paper)
[15] Zhou, Y., & Wang, J. (2018). Critical link analysis for urban transportation systems. IEEE Transactions on Intelligent Transportation Systems, 19(2), 402-415.
[14] Zhou, Y., Li, S., Kundu, T., Choi, T. M. & Sheu, J. B. (2024). Travel Bubble Policies for Low-risk Air Transport Recovery during Pandemics. Risk Analysis.
[13] Zhou, Y., Kundu, T., Goh, M., & Sheu, J. B. (2023). Beyond Throughput: Incorporating Air Transport Network Topology in Airport Performance Measurement. Journal of Air Transport Management, 112, 102458.
[12] Zhou, Y., Kundu, T., Goh, M., Chakraborty, S., & Bai, X. (2023). A multi-stage multi-criteria data analytics approach to rank commercial service airports. Journal of Air Transport Management, 111, 102410.
[11] Zhou, Y., Yang, H., Ma, Z., & Bai, X. (2022). Impact of Quarantine Policies on Port Network Performance and Robustness during Pandemics: A Simulation-based Analysis. Maritime Policy & Management, 1-19.
[10] Zhou, Y., Yu, Y., Wang, Y., & Yang, L. (2022). Mode substitution and carbon emission impacts of electric bike sharing systems. Sustainable Cities and Society, 89, 104312.
[9] Zheng, M., Dong, S., Zhou, Y., & Choi, T. M. (2022). Sourcing Decisions with Uncertain Time-Dependent Supply from an Unreliable Supplier. European Journal of Operational Research, 1-15.
[8] Li, S., Zhou, Y.*, Kundu, T., & Sheu, J. B. (2021). Spatiotemporal variation of the worldwide air transportation network induced by COVID-19 pandemic in 2020. Transport Policy, 111, 168-184.
[7] Qin, W., Zhuang, Z., Zhou, Y.*, & Sun, Y. (2021). Dynamic dispatching for interbay automated material handling with lot targeting using improved parallel multiple-objective genetic algorithm. Computers & Operations Research, 131, 105264.
[6] Qin, W., Sun, Y., Zhuang, Z., Lu, Z., & Zhou, Y. (2021). Multi-agent reinforcement learning-based dynamic task assignment for vehicles in urban transportation system. International Journal of Production Economics, 240, 108251.
[5] Bai, X., Zhang, X., Li, K. X., Zhou, Y., & Yuen, K. F. (2021). Research Topics and Trends in the Maritime Transport: a Structural Topic Model. Transport Policy, 102, 11-24.
[4] Zhou, Y., & Wang, J. (2018). Efficiency of complex networks under failures and attacks: A percolation approach. Physica A, 512, 658-664.
[3] Zhou, Y., Sheu, J. B., & Wang, J. (2017). Robustness assessment of urban road network with consideration of multiple hazard events. Risk Analysis, 37(8), 1477-1494.
[2] Wang, J., Wang, H., Zhou, Y., Wang, Y., & Zhang, W. (2017). On an integrated approach to resilient transportation systems in emergency situations. Natural Computing, 18(4), 815-823.
[1] Zhou, Y., Huang, H., Ding, J., Wang, H., Chen, Y., & Wang, J. (2016). Modeling chlorophyll a concentration affected by artificial upwelling in Qiandao Lake. IEEE Journal of Oceanic Engineering, 41(4), 960-969.

中文期刊
[3] 于园鑫, 杨毅, 周耀明*. (2023). 共享电单车系统的再平衡与换电联合优化. 工业工程与管理.
[2] 诸葛沁沁, 许钢焱, 周耀明*. (2023). 基于图论的AGV数量配置与调度优化方法. 工业工程与管理.
[1] 李思平, 周耀明*. (2021). 全球疫情下的中国内地航空网络对外连通性. 航空学报, 42(6), 568-580.

国际会议论文与报告
[9] Impact of Entry Restriction Policies on International Air Transport Connectivity and Resilience during Pandemics, WTC, 2023, Wuhan, China.
[8] A Conflict-aware Dynamic Relocation Scheme of AGVs in Warehouse Logistics, IEEE IEEM, 2023, Singapore.
[7] Multi-UAV Route Planning for Data Collection from Heterogeneous IoT Devices, IEEE IEEM, 2022, Malaysia.
[6] Cabinet Location Optimization for E-bike Battery Swapping Systems, IEEE IEEM, 2022, Malaysia.
[5] User-based Battery Swapping Strategy in an Electric Bike-sharing System, IEEE IEEM, 2022, Malaysia.
[4] Covid-19 Induced Air Transport Network Analysis, COTA International Conference of Transportation Professionals, 2021, Xi'an, China. Outstanding Presentation Award
[3] Dynamic Vehicle Routing for Battery Swapping in an Electric Bike-sharing System, IEEE IEEM, 2021, Singapore. Best Paper Award (1/500+)
[2] Disaster Induced Traffic Network Analysis Using Percolation Theory, Informs Annual Meeting 2017, October, Houston, USA.
[1] Assessing Robustness of Urban Transport Network. IAIA 16, International Association for Impact Assessment 2016, Nagoya, Japan.

专著/编著
[1]陈璐,郑美妹,周耀明. 物流与供应链管理. 清华大学出版社, 2024.
[2]Yang, L., Guo, Y., Zhou Y., et al., Sustainable City Planning and Development: Transport and Land Use. MDPI, 2024.

2024 上海交通大学机动学院最受欢迎教师奖

2024 上海交通大学教学成果奖,二等奖
2023 上海交通大学教学成果奖,特等奖
2023 上海交通大学教学成果奖,一等奖
2023 上海交通大学教职工年度考核优秀
2023 上海交通大学机动学院班主任年度考核优秀
2023 上海交通大学优秀班主任
2022 上海交通大学优秀班主任
2022 上海市高等教育优秀教学成果奖,一等奖
2021 第20-21届COTA国际交通科技年会,优秀报告奖
2021 IEEE IEEM工业工程与工程管理国际会议,最佳论文奖
2021 上海交通大学教学成果奖,一等奖
2020 上海市青年科技英才“扬帆计划”
2016 Transportation Research Part E期刊,优秀审稿人
2014-2018 香港大学研究生奖学金;Chu Tsun Hong 杰出研究成果奖等
2010-2014 浙江大学一等奖学金;全国大学生数学建模竞赛一等奖等
指导老师:
2024 第十九届IE亮剑全国工业工程应用案例大赛,特等奖×2
2024 上海交通大学本科生莙政项目
2024 第十九届全国大学生交通运输科技大赛,三等奖
2024 上海交通大学机动学院本科毕业设计,优秀设计奖、最佳展示奖
2023 第十八届IE亮剑全国工业工程应用案例大赛,特等奖
2023 第十八届全国大学生交通运输科技大赛,二等奖
2023 上海交通大学机动学院本科毕业设计,最具人气奖
2023 上海交通大学机动学院优秀硕士学位论文
2023 上海交通大学本科生莙政项目
2023 第十八届IE亮剑全国工业工程应用案例大赛,三等奖
2022 第十七届IE亮剑全国工业工程应用案例大赛,特等奖
2022 第十七届IE亮剑全国工业工程应用案例大赛,一等奖
2021 第十六届全国大学生交通运输科技大赛,二等奖
2021 第五届上海市工程管理创新大赛,一等奖
2021 第六届上海市大学生工业工程应用与创新大赛,二等奖
2021 第四届中国工业工程与精益管理创新大赛,三等奖
2021 第十六届IE亮剑全国工业工程应用案例大赛,三等奖
2020 上海交通大学机动学院本科毕业设计,优秀设计奖
2020 第十七届全国研究生数学建模竞赛,二等奖