梁哲   教授,博导

邮箱:liangzhe@tongji.edu.cn

地址:同济大学A楼1913

院系:管理科学与工程系

简历:点击下载简历

 

 

招生要求

欢迎有志于在管理科学和运筹领域深入探索的优秀学生报考博士研究生有探究精神,真正对科研有兴趣,把科研纳入自己未来职业规划;具有良好的计算机、数学基础,逻辑思维清晰,在校成绩良好;态度端正、乐观开朗、诚信务实、勤奋刻苦

教育背景

2006.9 — 2011.5 博士,新泽西州立大学,工业与系统工程系

2002.1 — 2003.12 硕士,新加坡国立大学,工业与系统工程系

1997.9 — 2001.12 本科,新加坡国立大学,计算机工程系

工作背景

2016.1 — 至今 教授,博导    同济大学,经济与管理学院

2013.9 — 2015.12 研究员,博导    同济大学,经济与管理学院

2011.5 — 2014.2 特聘研究员,博导    北京大学,工业工程与管理系

荣誉奖励

2017 天池智慧航空AI大赛第一名,奖金21万元(参赛队伍1644支,来自17个国家的学校、企业和个人)报道1报道2报道3

2017上海市曙光学者

2016 Sabre 中国航空优化竞赛第一名(指导教师)

2015 同济大学领航人才计划

2014 国家自然科学基金委员会优秀青年基金获得者

2011 新泽西州立大学工业工程系杰出学生第一名

2010 INFORMS新泽西分会学生竞赛第一名

研究方向

理论方面:大规模组合优化、整数规划、二次规划、网络优化

应用方面:航空、物流、港口、运输、电信等方面的规划和管理

科研基金

F1. 项目负责人,上海市教委曙光计划项目,《不正常航班恢复问题的建模与算法研究》,2018-2019.

F2. 项目负责人,国家自然科学基金优秀青年基金,《航空运营管理》,2015-2017.

F3. 项目负责人,国家自然科学基金青年基金,《利用回旋时空网络求解飞机维护路径问题的新方法》,2013-2015.

F4. 项目负责人,教育部博士点新教师基金,《基于协同决策方法的繁忙航路优化排程问题研究》,2013-2015.

F5. 项目参与人(第一),国家自然科学基金重点项目,《面向新型城镇化的城市群综合交通管理理论》,2016-2020.

学术著作

Transportation Science×3, INFORMS Journal on Computing×3, Transportation Research Part B×2, Book×1

书籍

B1. 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 (亚马逊有售).

代表性论文(SCI,SSCI,*通讯作者)

J1.   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, Accepted, 2017.

J2.   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.

J3.   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.

J4.   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.

J5.   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.

J6.  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.

J7.  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.

J8.   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.

其他论文

J9.   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.

J10.   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.

J11.   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.

J12.   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.

J13.   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.

J14.   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.

J15.   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.

J16.   Z. Liang, and W. A. Chaovalitwongse, A Multicast Problem with Shared Risk Cost, Optimization Letters, vol 6(3), pages 571-584, 2012.

J17.   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.

J18.   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.

J19.    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.

J20.    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.

J21.    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)

章节

C1.    Z. Liang, and W. A. Chaovalitwongse, The Aircraft Maintenance Routing Problem, In W. A. Chaovalitwongse, K. C. Furman and P. M. Pardalos, editors, Optimization and Logistics Challenges in the Enterprise, pages 327-348, Springer, New York, 2009.

C2.   M. Cha, W. A. Chaovalitwongse, Z. Liang, J. Yates, A. Shaikh, and S. B. Moon, Integer Linear Programs for Routing and Protection Problems in Optical Networks, In C. A. Floudas, P. M. Pardalos, editors, Encyclopedia of Optimization, Second Edition, pages 1610-1617, Springer, New York, 2009.

C3.   W. A. Chaovalitwongse, H. Pham, S. Hwang, Z. Liang, and C. H. Pham, Recent Advances in Data Mining for Categorizing Text Records, In H. Pham, editors, Recent Advances in Reliability, pages 223-240, Springer, New York, 2008.

会议报告

自2007年至今,在INFORMS年会、IIE年会做报告20余次。2014年在国家自然基金委管理科学部年度青年基金项目研究工作交流会做大会报告。2011年回国后多次在国内管理科学、系统工程、交通等相关会议中做学术报告。

学术活动

期刊特刊编辑

Guest Editor for Annals of Operations Research, Special Volume: Applied Optimization and Data Mining, Vol 249, 2017.

期刊审稿

  • Annals of Operations Research (11)
  • Computer Networks (2)
  • Computers & Industrial Engineering (2)
  • European Journal of Operational Research (9)
  • IEEE Transactions on Automatic Control (14)
  • IEEE Transactions on Automation Science and Engineering (1)
  • IIE Transactions (2)
  • Journal of Air Transportation Management (1)
  • Journal of Applied Mathematics (1)
  • Journal of Advanced Transportation (1)
  • Journal of Combinatorial Optimization (17)
  • Journal of Global Optimization (3)
  • Journal of Scheduling (1)
  • Operations Research (2)
  • Optical Switching and Networking (1)
  • Optimization Letters (20)
  • Transportation Research Part B (8)
  • Transportation Research Part C (4)
  • Transportation Research Part E (2)
  •  Transportation Science (6)
  • Transportmetrica (1)

会议专区负责人

INFORMS 2010、2012年会专区负责人

ISERC IIE Annual Conference 2012、2013年会专区负责人

学生信息

  • 秦瑛(博士,2016毕业)
    • 2017. 7 Job offer from Coupang as a principal data scientist
    • 2016. 7 Job offer from Sabre as a senior operations researcher
    • 2016. 4 Pass Phd defense  
  • 张澄(硕士在读 2015-)
    • 2016-2017 国家奖学金
    • 2017. 6 携程旅行网实习,机票运营数据分析师
    • 2016. 8 Sabre 2016年中国航空优化竞赛一等奖,奖金2万元
  • 王梦婕(硕士在读 2015-)
    • 2016. 8 喜马拉雅FM实习,数据分析师
  • 肖璠(硕士在读 2016- )
    • 2017.10 阿里巴巴天池智慧航空AI大赛 第一名,个人所得奖金2万元
    • 2016. 8 Sabre 2016年中国航空优化竞赛一等奖,奖金2万元
    • 2016. 6 上海市优秀毕业生,上海海事大学优秀毕业论文
  • 王丹妮(硕士在读 2017-)
    • 2017.10 阿里巴巴天池智慧航空AI大赛 第一名,个人所得奖金2.5万元
  • 周蕾(硕士在读 2017-)
    • 2017.10 阿里巴巴天池智慧航空AI大赛 第一名,个人所得奖金3.2万元
    • 2017. 6 西北农林科技大学优秀毕业生,西北农林科技大学优秀毕业论文
  • 商杰宇(博士在读2018-)
    • 2017.10 阿里巴巴天池智慧航空AI大赛 第一名,个人所得奖金2.8万元
  • 王文姝(博士在读2018-)
  • 黄乐(硕士在读 2018-)
  • 苏艺(硕士在读 2018-)

合作企业

阿里巴巴,Sabre,宝钢,普莱克斯喜马拉雅FM,途虎,国内知名航空公司,等

Last Updated on Oct, 2017