周耀明

副教授

所在系所:工業(yè)工程與管理系

電子郵件:iezhou@sjtu.edu.cn

通訊地址:上海交通大學(xué)龍賓樓560

個人主頁:https://scholar.google.com/citations?user=-TBMUBsAAAAJ&hl=en

個人簡介
教學(xué)工作
科研工作
榮譽獎勵

教育背景

2014.08-2018.07,香港大學(xué),數(shù)據(jù)與系統(tǒng)工程系,博士
2016.08-2016.12,臺灣大學(xué),管理學(xué)院工商管理學(xué)系,博士交換
2010.08-2014.06,浙江大學(xué),機械電子工程,竺可楨學(xué)院工高班,學(xué)士

工作經(jīng)歷

2025.6-     ,上海交通大學(xué),機動學(xué)院專業(yè)學(xué)位研究生教育中心,副主任

2023.12-   ,上海交通大學(xué),機動學(xué)院工業(yè)工程與管理系,副系主任(研究生、科創(chuàng)競賽)
2022.01-   ,上海交通大學(xué),機動學(xué)院工業(yè)工程與管理系,副教授、長聘副教授(2026.01)
2019-2021,上海交通大學(xué),機動學(xué)院工業(yè)工程與管理系,助理教授
2018-2019,阿里巴巴,菜鳥網(wǎng)絡(luò)-人工智能部,高級算法工程師

研究方向

運籌優(yōu)化算法

智能交通系統(tǒng)

交通運輸管理

指導(dǎo)本科生科研、學(xué)科競賽,招收碩士、博士研究生,請附簡歷發(fā)郵件至iezhou@sjtu.edu.cn

已畢業(yè)研究生:
李思平(2019級碩博連讀,211高校副教授)
楊毅(2019級專業(yè)碩士,阿里巴巴菜鳥)
楊航(2020級專業(yè)碩士,阿里巴巴淘天)
栗子琦(2020級專業(yè)碩士,順豐科技)
諸葛沁沁(2021級專業(yè)碩士,阿里巴巴淘天)
于園鑫(2021級專業(yè)碩士,阿里巴巴達(dá)摩院)
黃夢雪(2021級專業(yè)碩士,阿里云)
李德義(2022級碩博連讀,2024年轉(zhuǎn)博)

學(xué)術(shù)兼職

編委,Transportation Research Part E

編委,Journal of Air Transport Management

青年編委,《工業(yè)工程》

程序委員, IEEE IEEM, 2022, 2023, 2024, 2025

委員,中國機械工程學(xué)會工業(yè)大數(shù)據(jù)與智能系統(tǒng)分會

副秘書長,上海市工程管理學(xué)會

課程教學(xué):
科學(xué)研究與創(chuàng)新實踐,本科生,1學(xué)分
專業(yè)實習(xí),本科生,3學(xué)分
畢業(yè)設(shè)計,本科生,4學(xué)分
高等運籌學(xué), 研究生,3學(xué)分,全英文("雙一流"研究生優(yōu)質(zhì)課程,校思政示范課,校首屆精品課程,校思政教學(xué)名師)
大數(shù)據(jù)技術(shù)與應(yīng)用,研究生,2學(xué)分

教材:

[1]陳璐,鄭美妹,周耀明. 《物流與供應(yīng)鏈管理》. 高等學(xué)校工業(yè)工程類教指委規(guī)劃教材,清華大學(xué)出版社, 2024.

[2]秦威,周耀明,王迪. 《生產(chǎn)與服務(wù)大數(shù)據(jù)分析》. 高等學(xué)校工業(yè)工程類教指委規(guī)劃教材,清華大學(xué)出版社, 2026.


科研項目

2026-2029 國家自然科學(xué)基金,考慮車輛流能量流耦合的共享電單車系統(tǒng)多方聯(lián)合規(guī)劃與運作研究,負(fù)責(zé)人

2025-2028 上海市自然科學(xué)基金,超大城市內(nèi)交通樞紐聯(lián)絡(luò)線對多模式公共交通系統(tǒng)韌性影響研究,負(fù)責(zé)人

2025-2026 中國商飛系統(tǒng)工程中心聯(lián)合基金項目,面向規(guī)模化系列化的民用飛機配置技術(shù)研究,負(fù)責(zé)人

2023-2026 國家重點研發(fā)子課題,基于動態(tài)預(yù)測的全域集成自適應(yīng)調(diào)度,負(fù)責(zé)人

2025-2025 企業(yè)合作項目,AI調(diào)度算法策略模擬訓(xùn)練引擎,負(fù)責(zé)人

2025-2025 企業(yè)合作項目,面向電動無人駕駛礦車的露天礦仿真與智能卡車調(diào)度系統(tǒng),負(fù)責(zé)人

2025-2026 企業(yè)合作項目,天車搬運系統(tǒng)仿真與數(shù)字孿生平臺開發(fā),負(fù)責(zé)人

2025-2026 上海交通大學(xué)“低空經(jīng)濟產(chǎn)業(yè)技術(shù)”研究軟課題,負(fù)責(zé)人

2023-2024 上海市科技創(chuàng)新行動計劃軟科學(xué)研究項目,面向重大突發(fā)公共衛(wèi)生事件的城市物流系統(tǒng)韌性評估與提升研究,負(fù)責(zé)人
2022-2022 企業(yè)合作項目,無人叉車智能調(diào)度系統(tǒng)開發(fā),負(fù)責(zé)人
2021-2023 國家自然科學(xué)基金,基于節(jié)點間可替代關(guān)系的航空網(wǎng)絡(luò)性能評估與結(jié)構(gòu)優(yōu)化研究,負(fù)責(zé)人
2020-2022 上海市青年科技英才揚帆計劃,“一帶一路”背景下多模式跨國交通運輸網(wǎng)絡(luò)建模與樞紐節(jié)點分析,負(fù)責(zé)人
2020-2022 上海市科技創(chuàng)新行動計劃,飛機移動對接位姿追蹤與精確測量技術(shù)研究,單位負(fù)責(zé)人
2020-2022 上海交通大學(xué)雙一流建設(shè)項目,負(fù)責(zé)人

代表性論文專著

期刊論文

?Transportation operations management (Bike/E-bike sharing, AGV scheduling)

Guan, R., Zhou, Y.*, & Yang, H. (2025). Promoting shared mobility through incentives: Review and prospects. Transportation Research Part C, 180, 105355.

Guan, R., Lin, Z., Zhou, Y.*, & Zhu, Z. (2025). User-based relocation for e-bike sharing systems through power-level recommendation. IEEE Transactions on Intelligent Transportation Systems, 26(9), 13954-13966.

Shao, S., Li, D., Zhou, Y.*, & Sheu, J. B. (2025). Optimizing battery swapping for city-scale e-bike sharing systems: a three-stage spatial-temporal cluster-based approach. Transportation Research Part E, 198, 104145.

Shi, Z., Jiang, Z., Xu, M., Zhou, Y., & Zhu, Z. (2025) Enhancing Hybrid Bike-Sharing Systems through Long-Term Inventory Management: A Generative-Model-Informed Reinforcement Learning Approach. IEEE Transactions on Computational Social Systems, 12(5), 3324-3336.

Tan, R., Wang, P., Tao, J., Zhou, Y., Qin, W., Huang, H., & Zou, Y. (2025). The bay-based quay crane scheduling problem considering time-varying handling capacities in automated container terminals. Transportation Research Part E, 201, 104254.

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, 25(7), 6691-6702.

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, 45 (1), 14-39.

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.

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 Container Terminals. Transportation Research Part E, 174, 103110.

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.

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.
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.
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.


?Transportation modeling and analysis (Resilience analysis, Performance evaluation)

Li, S., Zhou, Y.*, & Zhang, F. (2025). Interdependency in transportation system resilience: Review and discussion. Transportation Research Part D, 104618. (1% Highly Cited Paper)

Li, S., & Zhou, Y.* (2024). Integrating equity and efficiency into urban logistics resilience under emergency lockdowns. Transportation Research Part E, 183, 103446.
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)

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.

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.
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.

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.

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.
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.
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.
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.
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.
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.

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.
Wang, J., Zhou, Y.*, & Huang, G. Q. (2019). Alternative pair in the airport network. Transportation Research Part A, 124, 408-418.
Zhou, Y., Wang, J., & Sheu, J. B. (2019). On connectivity of post-earthquake road networks. Transportation Research Part E, 123, 1-16.
Zhou, Y., Wang, J., & Huang, G. Q. (2019). Efficiency and robustness of weighted air transport networks. Transportation Research Part E, 122, 14-26.
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)
Zhou, Y., & Wang, J. (2018). Critical link analysis for urban transportation systems. IEEE Transactions on Intelligent Transportation Systems, 19(2), 402-415.
Zhou, Y., & Wang, J. (2018). Efficiency of complex networks under failures and attacks: A percolation approach. Physica A, 512, 658-664.
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.


國際會議論文或報告
[10] Green Vehicle Routing Problem for Hybrid Bike-sharing Rebalancing, IEEE IEEM, 2025, Australia.

[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, CICTP, 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.

2025 上海交通大學(xué)教職工年度考核優(yōu)秀

2025 PMI(中國)優(yōu)秀青年學(xué)者獎

2025 上海交通大學(xué)教書育人獎,三等獎

2025 上海交通大學(xué)機動學(xué)院MEM優(yōu)秀教師

2024 上海交通大學(xué)機動學(xué)院最受歡迎教師獎

2024 上海交通大學(xué)教學(xué)成果獎,二等獎
2023 上海交通大學(xué)教學(xué)成果獎,特等獎
2023 上海交通大學(xué)教學(xué)成果獎,一等獎
2023 上海交通大學(xué)教職工年度考核優(yōu)秀
2023 上海交通大學(xué)優(yōu)秀班主任
2022 上海交通大學(xué)優(yōu)秀班主任
2022 上海市高等教育優(yōu)秀教學(xué)成果獎,一等獎
2021 第20-21屆COTA國際交通科技年會,優(yōu)秀報告獎
2021 IEEE IEEM工業(yè)工程與工程管理國際會議,最佳論文獎
2021 上海交通大學(xué)教學(xué)成果獎,一等獎
2020 上海市青年科技英才“揚帆計劃”

指導(dǎo)老師:

2025 第三屆上海交通大學(xué)“文治新人”(博士研究生)

2025 第二十屆IE亮劍全國工業(yè)工程創(chuàng)新大賽,特等獎、一等獎

2024 第十九屆IE亮劍全國工業(yè)工程創(chuàng)新大賽,特等獎×2

2023 第十八屆IE亮劍全國工業(yè)工程創(chuàng)新大賽,特等獎

2022 第十七屆IE亮劍全國工業(yè)工程創(chuàng)新大賽,特等獎、一等獎

2025 第二十屆全國大學(xué)生交通運輸科技大賽,二等獎

2023 第十八屆全國大學(xué)生交通運輸科技大賽,二等獎

2021 第十六屆全國大學(xué)生交通運輸科技大賽,二等獎

2025 上海交通大學(xué)機動學(xué)院本科畢業(yè)設(shè)計,優(yōu)秀設(shè)計獎、最受歡迎獎

2024 上海交通大學(xué)機動學(xué)院本科畢業(yè)設(shè)計,優(yōu)秀設(shè)計獎、最佳展示獎

2020 上海交通大學(xué)機動學(xué)院本科畢業(yè)設(shè)計,優(yōu)秀設(shè)計獎

2023 上海交通大學(xué)機動學(xué)院優(yōu)秀碩士學(xué)位論文

2024 本科生莙政學(xué)者

2023 本科生莙政學(xué)者

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