工业与智能系统工程研究所

工业与智能系统工程研究所
中级及其他教工人员

项溪

项溪

助理教授

学院及专业

博盈彩票 工业工程专业

办公地址

中关村校区第一教学楼337

100081

xiangxi@bit.edu.cn

项溪,女,博盈彩票助理教授。20132016年于北京交通大学分别获得本科学位与硕士学位2019获得清华大学管科科学与工程学科博士学位,2019-2022年于新加坡国立大学工业系统与工程管理系从事博士后研究工作。

研究方向主要包括:运筹优化、考虑不确定因素的复杂系统鲁棒优化、随机优化、随机过程、在线调度等。在优化领域top期刊(如《Omega》《TRE》《EJOR》)发表论文5篇,重要期刊发表论文5篇,多次担任TRB/E,OmegaIEEE TITSIEEE TASECIECOR等期刊审稿人。

研究方向

主要研究领域为数据驱动的不确定性优化研究,研究方向主要包含:

服务系统资源调度优化资源调度、联合(协同)调度

物流(服务)网络优化:设施选址、配送网络优化、资源部署

考虑不确定的优化理论:鲁棒优化、随机优化、随机过程、在线(应急)调度

优化方法:混合整数规划、马尔科夫决策、算法设计

代表性论文及研究项目

代表论文:

[1] Xiang, X., Fang, T., Liu, C. and Pei, Z., 2022. Robust service network design problem under uncertain demand. Computers & Industrial Engineering, p.108615. (影响因子7.18)

[2] Xiang, X., Liu, C., Lee, L.H. and Chew, E.P., 2021. Performance Estimation and Design Optimization of a Congested Automated Container Terminal. IEEE Transactions on Automation Science and Engineering.

[3]Liu, K., Liu, C., Xiang, X. and Tian, Z., 2021. Testing facility location and dynamic capacity planning for pandemics with demand uncertainty. European Journal of Operational Research. (影响因子6.363)

[4] Xiang, X. and Liu, C., 2021. An almost robust optimization model for integrated berth allocation and quay crane assignment problem. Omega, 104, p.102455. (影响因子8.673)

[5] Xiang, X. and Liu, C., 2021. An expanded robust optimisation approach for the berth allocation problem considering uncertain operation time. Omega, 103, p.102444. (影响因子8.673)

[6] Xiang, X. and Liu, C., 2021. Modeling and analysis for an automated container terminal considering battery management. Computers & Industrial Engineering, 156, p.107258. (影响因子7.18)

[7] Xiang, X., Liu, C., Wang Y.,, Lee, L.L., 2020. Two-stage conflict robust optimization models for cross-dock truck scheduling problem under uncertainty. Transportation Research Part E: Logistics and Transportation Review, 144, p.102123. (影响因子10.047)

[8] Xiang, X., Liu, C. and Miao, L., 2018. Reactive strategy for discrete berth allocation and quay crane assignment problems under uncertainty. Computers & Industrial Engineering, 126, pp.196-216. (影响因子7.18)

[9] Xiang, X., Liu, C. and Miao, L., 2018. Storage assignment and order batching problem in Kiva mobile fulfilment system. Engineering Optimization, 50(11), pp.1941-1962. (影响因子2.5)

[10] Xiang, X., Liu, C. and Miao, L., 2017. A bi-objective robust model for berth allocation scheduling under uncertainty. Transportation Research Part E: Logistics and Transportation Review, 106, pp.294-319. (影响因子10.047)