梁金鹏,理学博士,副教授,硕士生导师
2020年毕业于北京交通大学系统科学专业,获理学博士学位,并入职大连海事大学交通运输工程学院。主要研究领域包括复杂交通系统建模与优化、在线资源分配与调度优化等,曾在管理科学和交通运输领域的顶级期刊发表多篇论文,包括1篇OR、3篇TR-Part B、1篇TR-Part C、3篇TR-Part E、1篇Omega、1篇IISE Transactions等。其中,发表在OR的论文被选为当期20篇文章的两篇Featured Article之一。
教育经历
2009.9-2013.6 大连海事大学 航运管理专业 大学本科
2013.9-2016.3 大连海事大学 交通运输规划与管理专业 硕士研究生
2016.9-2020.10 北京交通大学 系统科学专业 博士研究生
2018.10-2020.5 新加坡国立大学 联合培养博士生
工作经历
2020.10-至今 大连海事大学 交通运输工程学院 副教授
讲授课程
本科生课程: 管理运筹学
研究生课程:学术规范与论文写作
研究方向
复杂交通系统建模与优化、在线资源分配与调度优化
代表性成果
(一)代表性项目
主持 国家自然科学基金项目(青年): 基于实时需求信息的城市轨道交通客流控制策略优化研究(72101042)
主持 中央高校基本科研业务费项目: 随机需求条件下的集装箱班轮舱位分配策略优化(3132022171)
主持 中央高校基本科研业务费项目: 考虑空箱调运的集装箱班轮舱位策略优化(3132024175)
(二)期刊论文
1. Jinpeng Liang, Mengxue Ren, Kang Huang, Ziyou Gao. Data-driven timetable design and passenger flow control optimization in metro lines[J]. Transportation Research Part C: Emerging Technologies, 2024, 166: 104761.
2. Jinpeng Liang, Zhongyuan Ma, Shuang Wang, Haitao Liu, Zhijia Tan. Dynamic container slot allocation with empty container repositioning under stochastic demand [J]. Transportation Research Part E: Logistics and Transportation Review, 2024, 187: 103603.
3. Jun Gao, Jie Wang, Liming Li, Jinpeng Liang. Service-oriented operational decision optimization for dry bulk shipping fleet under stochastic demand [J]. Optimization and Engineering, 2024: 1-24.
4. Jun Gao, Jie Wang, Jinpeng Liang. A unified operation decision model for dry bulk shipping fleet: ship scheduling, routing, and sailing speed optimization[J]. Optimization and Engineering, 2024, 25(1): 301-324.
5. Jinpeng Liang, Guodong Lyu, Chung-Piaw Teo, Ziyou Gao. Online Passenger Flow Control in Metro Lines [J]. Operations Research, 2023, 71(2):768-775. (Featured Article、海事大学首篇)
6. Jinpeng Liang, Liming Li, Jianfeng Zheng, Zhijia Tan. Service-oriented container slot allocation policy under stochastic demand [J]. Transportation Research Part B: Methodological, 2023, 176: 102799.
7. Jinpeng Liang, Guangzhi Zang, Haitao Liu, Jianfeng Zheng, Ziyou Gao. Reducing passenger waiting time in oversaturated metro lines with passenger flow control policy [J]. Omega, 2023, 117:1-19.
8. Liming Guo, Jianfeng Zheng, Jinpeng Liang, Shuaian Wang. Column generation for the multi-port berth allocation problem with port cooperation stability [J]. Transportation Research Part B: Methodological, 2023, 171: 3-28.
9. Haitao Liu, Jinpeng Liang, Loo Hay Lee, Ek Peng Chew. Unifying offline and online simulation for online decision-making [J]. IISE Transactions, 2022, 54:10, 923-935.
10. Zhijia Tan, Ming Zhang, Shuai Shao, Jinpeng Liang, Dian Sheng. Evasion strategy for a coastal cargo ship with unpunctual arrival penalty under sulfur emission regulation, [J] Transportation Research Part E: Logistics and Transportation Review, 2022, 164, 1-23.
11. Jinpeng Liang, Jianjun Wu, Ziyou Gao, Huijun Sun, Xin Yang, Hong K. Lo. Bus transit network design with uncertainties on the basis of a metro network: A two-step model framework [J]. Transportation Research Part B: Methodological, 2019, 126: 115-138.
12. Jinpeng Liang, Jianjun Wu, Yunchao Qu, Haodong Yin, Xiaobo Qu, Ziyou Gao*. Robust bus bridging service design under rail transit system disruptions [J]. Transportation Research Part E: Logistics and Transportation Review, 2019, 132:
(二) 会议论文
1.Jinpeng Liang, Guodong Lyu, From Efficiency to Fairness: Design of Allocation Rules for Food Bank Operations [C], 2022, Winter Simulation Conference, Singapore.
2. Jinpeng Liang, Guodong Lyu, Yuanzheng Ma, Achieving Ex-Ante and Ex-Post Fairness: Design of Allocation Rules for Mobile Food Pantries [C], 2024, 2024 POMS International Conference in China, Hefei. (最佳论文提名奖)
(三)专利
1. 吴建军, 梁金鹏, 杨欣, 高自友. 一种基于鲁棒优化的接驳公交网络设计方法,专利号201810835623.9,授权公告日:2021-2-26
2. 梁金鹏, 郑建风, 王乾. 一种基于实时需求信息的城市轨道交通客流控制方法, 专利号ZL 2021 1 0624714.X, 授权公告日:2024-02-27
社会兼职
担任IEEE Transactions on Intelligent Transportation Systems, Transportation Research Part B等期刊审稿人
担任世界交通运输大会技术委员会交通工程(代码JT0503)青年委员
联系方式
jpliang@dlmu.edu.cn