刘士新 - 东北大学 - 信息科学与工程学院

个人简介

教育经历 1986.9-1990.6 西南交通大学机械工程系起重运输与工程机械专业学士学位 1993.9-1996.3东北大学自动控制系系统工程专业硕士学位 1997.9-2000.3 东北大学信息科学与工程学院系统工程专业博士学位工作经历 1990.7-1993.8 沈阳铁路信号厂助理工程师 1996.4-2002.5 东北大学信息科学与工程学院讲师 2002.6-2005.12 东北大学信息科学与工程学院副教授 2006.1-至今东北大学信息科学与工程学院教授 2004.4-2004.11 香港理工大学访问学者 2006.9-2007.8 美国克利夫兰州立大学访问学者

研究领域

智能优化决策；人工智能；机器学习；生产计划与调度

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

1.Qi Zhang, Shixin Liu, Mengchu Zhou. Robust optimization method for integrated production inventory problem in steel plants under uncertain yield and demand. International Journal of Production Research, 2022, doi: 10.1080/00207543.2022.2098872. 2.Shuo Liu, Shixin Liu, Chao Lu, MengChu Zhou, Abdullah Abusorrah. Valid inequality and variable fixation for unrestricted block relocation problems. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(10): 18822-18834. doi: 10.1109/TITS.2022.3151069. 3.Yingjun Ji, Shixin Liu, Mengchu Zhou, Ziyan Zhao, Xiwang Guo, and Liang Qi. A machine learning and genetic algorithm-based method for predicting width deviation of hot-rolled strip in steel production systems. Information Sciences, 2022, 589: 360-375. doi: 10.1016/j.ins.2021.12.063. 4.Ziyan Zhao, Shixin Liu, Mengchu Zhou, Dan You, Xiwang Guo. Heuristic scheduling of batch production processes based on petri nets and iterated greedy algorithms. IEEE Transactions on Automation Science and Engineering, 2022, 19(1): 251 - 261. doi: 10.1109/TASE.2020. 3027532. 5.Ziyan Zhao, Mengchu Zhou, Shixin Liu. Iterated Greedy Algorithms for Flow-shop Scheduling Problems: A Tutorial. IEEE Transactions on Automation Science and Engineering, 2022, 19(3): 1941 - 1959. doi: 10.1109/TASE.2021.3062994. 6.Ziyan Zhao, Shixin Liu, Mengchu Zhou. Dual-Objective Mixed Integer Linear Program and Memetic Algorithm for an Industrial Group Scheduling Problem. IEEE/CAA Journal of Automatica Sinica, 2021, 8(6):1199-1209. Doi: 10.1109/JAS.2020.1003539. 7.Chao Lu, Bo Zeng, Shixin Liu. A study on the block relocation problem: lower bound derivations and strong formulations. IEEE Transactions on Automation Science and Engineering, 2020, 17(4): 1829 - 1853. 8.Ziyan Zhao, Shixin Liu, Mengchu Zhou, Xiwang Guo, Liang Qi. Decomposition method for new single machine scheduling problems from steel production systems. IEEE Transactions on Automation Science and Engineering, 2020, 17(3): 1376 - 1387. 9.Yifan Wang, Shixin Liu, Jianhui Wang, Bo Zeng. Capacity expansion of wind power in a market environment with topology control. IEEE Transactions on Sustainable Energy, 2019, 10(4): 1834-1843. 10.Shixin Liu, Shujin Qin, Ruiyou Zhang. A branch-and-price algorithm for the multi-trip multi-repairman problem with time windows. Transportation Research Part E, 2018, 116: 25-41.