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梁哲

（同濟大學教授）

鎖定
梁哲，男，博士，同濟大學經濟與管理學院管理科學與工程系教授，博士生導師，傑青。
中文名
梁哲
國    籍
中國
學位/學歷
博士
職    稱
同濟大學教授

目錄

  1. 1 個人經歷
  2. 2 研究方向
  3. 3 工作背景
  4. 4 教育背景
  1. 5 榮譽獎勵
  2. 6 科研課題
  3. 7 學術論文
  4. 8 學術活動
  1. 9 合作企業
  2. 10 教授課程

梁哲個人經歷

梁哲博士現任同濟大學經濟與管理學院教授、博士生導師。2001年新加坡國立大學電子與計算機工程系學士學位，2003年新加坡國立大學工業與系統工程系碩士學位，2011年美國新澤西州立大學系統與工程系博士學位 [1]  。
梁哲教授於2014年獲得國家自然科學基金小杰青，2017年獲得上海市曙光學者，2018年獲得國家自然科學基金傑青，2019年獲得上海市優秀學術帶頭人。梁哲教授的研究領域主要包括航空運營管理、調度和排程優化、大規模複雜系統的運營優化。梁哲教授已經發表SCI期刊20餘篇，其中包括在INFORMS著名期刊Transportation Science發表3篇第一作者論文，在交通領域期刊Transportation Research Part B發表3篇，在UT Dallas管理學旗艦期刊INFORMS Journal on Computing發表3篇。他也曾獲得美國運籌與管理學會新澤西分會研究生競賽第一名（2010），新澤西州立大學工程學院最佳研究生等榮譽（2011）， 2016年Sabre 航空優化研究競賽第一名，2017年獲得阿里雲與廈門航空聯合舉辦的智慧航空AI大賽第一名。梁哲博士多次與企業合作，他合作的企業包括國航、東航、廈門航空、順豐航空、華夏航空、阿里巴巴、Sabre、寶鋼、普萊克斯等。其研發的智能航空恢復系統、機組和空乘人員排班系統、地勤人員排班系統已經在廈航、東航等航司實際上線應用。

梁哲研究方向

理論方面：大規模組合優化、線性規劃、整數規劃、二次規劃、網絡優化
應用方面：航空、物流、港口、運輸、電信等方面的規劃和管理

梁哲工作背景

2013.9 - 教授 同濟大學，經濟與管理學院
2011.5 - 2014.2 特聘研究員 北京大學，工業工程與管理系
2004.1 - 2005.12 研究工程師 新加坡國立大學，工業與系統工程系

梁哲教育背景

2006.9 — 2011.5 博士，新澤西州立大學，工業與系統工程系
2002.1 — 2003.12 碩士，新加坡國立大學，工業與系統工程系
1997.9 — 2001.12 本科，新加坡國立大學，計算機工程系

梁哲榮譽獎勵

2019 上海市優秀學術帶頭人
2018國家自然科學基金傑青 [2] 
2018 中國物流學會優秀論文一等獎（1%）
2017 天池智慧航空AI大賽第一名（參賽隊伍1644支，來自17個國家的學校、企業和個人）
2017 上海市曙光學者
2016 Sabre 中國航空優化競賽第一名（指導教師）
2015 同濟大學領航人才計劃
2014 國家自然科學基金優青
2011 新澤西州立大學工業工程系傑出學生第一名
2010 INFORMS 新澤西分會學生競賽第一名
2022 中國智能交通協會 技術發明獎 一等獎
2022 中國航空運輸協會 民航科學技術獎 二等獎
2021 中國航空學會 科技進步獎 二等獎 [4] 

梁哲科研課題

  • 2019-2022 上海市科委科技人才項目《基於機場視角的航空運營管理研究》項目負責人
  • 2019-2022國家自然科學基金傑出青年基金《航空運營管理中的組合優化問題及算法研究》項目負責人
  • 2018-2020 上海市曙光學者《不正常航班恢復問題的建模與算法研究》項目負責人
  • 2016-2020國家自然科學基金重點項目《面向新型城鎮化的城市羣綜合交通管理理論》項目第一參與人
  • 2015-2017 國家自然科學基金優秀青年基金《航空運營管理》項目負責人
  • 2013-2015 國家自然科學基金青年基金《利用迴旋時空網絡求解飛機維護路徑問題的新方法》項目負責人
  • 2013-2015 教育部博士點新教師基金《基於協同決策方法的繁忙航路優化排程問題研究》項目負責人
  • 國家自然科學基金重點項目，《民航一體化運營優化和創新》，2023-2027.
  • 國家自然科學基金創新研究羣體，《綜合運輸系統運營管理》，2021-2025.
  • 國家自然科學基金重大項目子課題，《城市羣綜合交通系統風險辨識與應急管理理論》，2019-2023. [3] 

梁哲學術論文

Transportation Science×3, INFORMS Journal on Computing×3, Transportation Research Part B×2, Book×1
書籍
Z. Liang, W. A. Chaovalitwongse, and L. Shi, Supply Chain Management and Logistics: Innovative Strategies and Practical Solutions, CRC Press (Taylor & Francis), 2015. Available at Amazon.com.
論文
航空運營領域
  1. L. Zhou, Z. Liang*, C-A Chou, W. Chaovalitwongse, Airline planning and scheduling: Models and solution methodologies, Frontiers and Engineering Management, vol 7(1), 1-26, 2020.
  2. Z. Liang, F. Xiao, X. Qian*, et al., A column generation-based heuristic for aircraft recovery problem with airport capacity constraints and maintenance flexibility, Transportation Research Part B, vol 113, 70-90, 2018.
  3. C. Zhang, F. Xie, K. Huang, T. Wu, Z. Liang*, MIP models and a hybrid method for the capacitated air-cargo network planning and scheduling problems, Transportation Research Part E, vol 103, pages 158-173, 2017.
  4. Z. Liang, Y. Feng, T. Wu, X. Zhang, and W. A. Chaovalitwongse, Robust Weekly Aircraft Maintenance Routing Problem and the Extension to the Tail Assignment Problem, Transportation Research Part B, vol 78, pages 238-259, 2015.
  5. Z. Liang*, W. A. Chaovalitwongse, and E. A. Elsayed, Sequence Assignment Model for the Flight Conflict Resolution Problem, Transportation Science, vol 48(3), pages 351-372, 2014.
  6. Z. Liang*, and W. A. Chaovalitwongse, A Network-Based Model for the Integrated Weekly Aircraft Maintenance Routing and Fleet Assignment Problem, Transportation Science, vol 47(4), pages 493-507, 2013.
  7. Z. Liang, W. A. Chaovalitwongse, H. C. Huang, and E. L. Johnson, On a New Rotation-Tour Network Model for Aircraft Maintenance Routing Problem, Transportation Science, vol 45(1), pages 109-120, 2011.
  8. Z. Zhang*, Y. Che, Z. Liang. Split-demand multi-trip vehicle routing problem with simultaneous pickup and delivery in airport baggage transit. European Journal of Operational Research, vol 312(3), pages 996-1010, 2024.
  9. J. Zhou, Z. Liang. Integrated airline fleet introduction and assignment under a daily route-based network. Annals of Operations Research, accepted, 2024.
  10. L. Huang, F. Xiao*, J. Zhou, Z. Duan, H Zhang, Z. Liang. A machine learning based column-and-row generation approach for integrated air cargo recovery problem. Transportation Research Part B, vol 178, 102846, 2023.
  11. W. Wang, K. Xie, S. Guo, W. Li, F. Xiao and Z. Liang*, A shift-based model to solve the integrated staff rostering and task assignment problem with real-world requirements, European Journal of Operational Research, vol 310(1), pages 360-378, 2023.
  12. W. Du, S. Zhu, L. Tong, K. Cai, and Z. Liang, Robust gate assignment to minimise aircraft conflicts, Transportmetrica B, vol 11(1), pages 1161-1185, 2023.
  13. J. Wang, G. Song, Z. Liang, E. Demeulemeester, X. Hu, and J. Liu, Unrelated parallel machine scheduling with multiple time windows: An application to earth observation satellite scheduling, Computers & Operations Research, vol 149, 106010, 2023.
  14. 謝可欣，徐根焰，蘇藝，梁哲*, 飛機維修計劃編排問題的研究綜述, 運籌與管理, 第32卷第十期, 233-240, 2023.
  15. F. Xiao, S. Guo, L. Huang, L. Huang, and Z. Liang*, Integrated aircraft tail assignment and cargo routing problem with through cargo consideration, Transportation Research Part B, vol 168, pages 328-351, 2022.
  16. Y. Su, K. Xie, H. Wang, Z. Liang*, W. Chaovalitwongse, and P. Pardalos, Airline disruption management: a review of models and solution methods, Engineering, vol 7(4), pages 435-447, 2021. [3] 
製造領域
  1. D. Wang, F. Xiao, L. Zhou, Z. Liang, Two-dimensional skiving and cutting tock problem with setup cost based on column-and-row generation, European Journal of Operational Research, vol 286(2), 547-563, 2020.
  2. T. Wu, Z. Liang*, and C. Zhang, Analytics optimization for the capacitated multi-item lot sizing problem with non-identical machines, INFORMS Journal on Computing, vol 30(2), pages 236-258, 2018.
  3. T. Wu, F. Xiao, C. Zhang, Y. He, Z. Liang*, The green capacitated multi-item lot sizing problem with parallel machines, Computers & Operations Research, vol 98, 149-164, 2018.
  4. T. Wu, K. Akartunalı, R. Jans, and Z. Liang*, Progressive Selection Method for the Coupled Lot-Sizing and Cutting-Stock Problem, INFORMS Journal on Computing, vol 29(3), pages 523-543, 2017.
  5. Y. Pan, Z. Liang, Dual Relaxations of the Time-Indexed ILP Formulation for Min-Sum Scheduling Problems, Annals of Operations Research, vol 249(1), pages 197-213, 2017.
  6. Z. Liang, Y. He, T. Wu, C. Zhang, An informative column generation and decomposition method for a production planning and facility location problem, International Journal of Production Economics, vol 170 (A), pages 88-96, 2015.
  7. T. Wu, C. Zhang, Z. Liang, and S. C. H. Leung, A Lagrangian Relaxation-based Method and Models Evaluation for Multi-level Lot Sizing Problems with Backorders, Computers & Operations Research, vol 40, pages 1852-1863, 2013.
  8. T. Wu, L. Huang, Z. Liang, X. Zhang, and C. Zhang, A supervised learning-driven heuristic for solving the facility location and production planning problem, European Journal of Operational Research, vol 301(4), 785-796, 2022. [3] 
交通物流領域
  1. T. Wu, F. Xiao, C. Zhang, D. Zhang, Z. Liang*, Regression and extrapolation guided optimization for production-distribution with ship-buy-exchange option, Transportation Research Part E, vol 129, 15-37, 2019.
  2. L. Zhen, Z. Liang, D. Zhuge, L. H. Lee, and E. P. Chew, Daily berth planning in a tidal port with channel flow control, Transportation Research Part B, vol 106, pages 193-217, 2017.
  3. Y. Song, J. Zhang, Z. Liang, C. Ye, An exact algorithm for the container drayage problem under a separation mode, Transportation Research Part E, vol 106, pages 231-254, 2017.
  4. Y. He, T. Wu, C. Zhang, and Z. Liang, An improved MIP heuristic for the intermodal hub location problem, Omega, vol 57, pages 203-211, 2015.
  5. H. C. Lau, and Z. Liang, Pickup and Delivery Problem with Time Windows, Algorithms and Test Case Generation. International Journal on Artificial Intelligence Tools, vol 11(3), pages 455-472, 2002. (cited 106 times by Google scholar)
  6. H. Pan, L.Yang*, Z. Liang, H. Yang, New exact algorithm for the integrated train timetabling and rolling stock circulation planning problem with stochastic demand, European Journal of Operational Research, vol 316, 906-929, 2024.
  7. C. Wang, L. Miao, C. Zhang*, T. Wu, Z. Liang, Robust optimization for the integrated berth allocation and quay crane assignment problem, Naval Research Logistics, vol 71, 452-476, 2024.
  8. H. Pan, L. Yang*, Z. Liang*, Demand-oriented integration optimization of train timetabling and rolling stock circulation planning with flexible train compositions: A column-generation-based approach, European Journal of Operational Research, vol 305, 184-206, 2022.
  9. T. Wu, C. Zhang*, W. Chen, Z. Liang, X. Zhang, Unsupervised learning-driven matheuristic for production-distribution problems, Transportation Science, vol 56(6), 1677-1702, 2022.
  10. H. Pan, Z. Liu, L. Yang*, Z. Liang, Q. Wu, S. Li, A column generation-based approach for integrated vehicle and crew scheduling on a single metro line with the fully automatic operation system by partial supervision, Transportation Research Part E, vol 152, 102406, 2021.
  11. K. Liu*, H. Gao, Z. Liang, M. Zhao, and C. Li, Optimal charging strategy for large-scale electric buses considering resource constraints, Transportation Research Part D, vol 99, 103009, 2021.
  12. Y. Zheng, X. Zhang*, and Z. Liang, Multimodal subsidy design for network capacity flexibility optimization, Transportation Research Part A, vol 140(5), pages 15-35, 2020. [3] 
電信領域
  1. Z. Liang, C. Lee, and W. A. Chaovalitwongse, Mathematical Programming Approaches for Dual Multicast Routing Problem with Multilayer Risk Constraints, Annals of Operations Research, vol 203, pages 101-118, 2013.
  2. Z. Liang, and W. A. Chaovalitwongse, A Multicast Problem with Shared Risk Cost, Optimization Letters, vol 6(3), pages 571-584, 2012.
  3. Z. Liang, and W. A. Chaovalitwongse, Bounds of Redundant Multicast Routing Problem with SRLG-diverse Constraints: Edge, Path and Tree Models, Journal of Global Optimization, vol 38(2), pages 345-355, 2010.
  4. Z. Liang, W. A. Chaovalitwongse, M. Cha, and S. B. Moon. Redundant Multicast Routing in Multilayer Networks with Shared Risk Resource Groups: Complexity, Models and Algorithms, Computers & Operations Research, vol 37(10), pages 1731-1739, 2010.
數據挖掘領域
  1. C. A. Chou, Z. Liang, W. A. Chaovalitwongse, T. Berger-Wolf, B. Dasgupta S. Sheikh, S. L. Putrevu, M. V. Ashley, and I. C. Caballero, Column Generation Framework of Nonlinear Similarity Model for Reconstructing Sibling Groups, INFORMS Journal on Computing, vol 27(1), pages 35-47, 2015.
  2. A. D. Rodriguez, W. A. Chaovalitwongse, Z. Liang, H. Singhal, and H. Pham, Master Defect Record Retrieval Using Network-Based Feature Association, IEEE Transactions on Systems, Man, and Cybernetics Part C: Applications and Reviews, vol 40(3), pages 319-329, 2010.
  3. Z. Liang, W. A. Chaovalitwongse, A. D. Rodriguez, D. E. Jeffcoat, D. A. Grundel, and J. K. O’Neal, Optimization of Spatiotemporal Clustering for Target Tracking from Multisensor Data, IEEE Transactions on Systems, Man, and Cybernetics Part C: Applications and Reviews, vol 40(2), pages 176-188, 2010.

梁哲學術活動

學術組織
INFORMS會員
IEEE會員
IIE會員
客座編輯
Annals of Operations Research
期刊審稿（審稿次數）
Annals of Operations Research
Computer Networks
Computers & Industrial Engineering
European Journal of Operational Research
IEEE Transactions on Automatic Control
IEEE Transactions on Automation Science and Engineering
IIE Transactions
Journal of Air Transportation Management
INFORMS Journal on Computing
Journal of Applied Mathematics
Journal of Advanced Transportation
Journal of Combinatorial Optimization
Journal of Global Optimization
Journal of Operational Research Society
Journal of Scheduling
Operations Research
Optical Switching and Networking
Optimization Letters
Transportation Research Part B
Transportation Research Part C
Transportation Research Part E
Transportation Science
Transportmetrica

梁哲合作企業

廈門航空、東方航空、中國國航、吉祥航空、順豐航空、華夏航空、阿里巴巴、 Sabre、寶鋼、普萊克斯、途虎、喜馬拉雅FM等。

梁哲教授課程

數據結構、優化概論、高級運籌學、優化理論與方法、隨機規劃、航空運營管理、工程經濟學。
參考資料