魏丽军 教授

作者: 时间:2019-05-30 点击数:



所属学院:机电工程学院

导师类别:研究生导师

毕业专业:计算机科学与技术;管理科学

研究方向:智能制造系统建模与优化、智能优化算法、装箱与排样优化算法、物流优化

Email:villagerwei@gdut.edu.cn

工作教育经历:

广东工业大学机电工程学院,百人计划教授

2018 - 至今

新加坡国立大学博士后

2016 - 2017

江西财经大学信息管理学院,副教授

2015 - 2018

江西财经大学信息管理学院,讲师,ACM集训队总教练

2013 - 2015

香港城市大学管理科学,博士

2010 - 2013

厦门大学计算机硕士,学士

2001 - 2008

个人简介:

魏丽军,博士,教授,香港城市大学博士,新加坡国立大学博士后,长期致力于广义制造过程中的下料排样、三维装箱、物流调度等智能优化问题的理论研究与应用研究,取得了一系列优秀的研究成果。累计发表SCI论文20余篇(一作或通讯论文19篇),论文发表在UTD期刊Informs Journal on Computing, Transportation Research Part B (TRB), IEEE Computational Intelligence Magazine (IEEE CIM),European Journal of Operational Research (EJOR)和Omega等国际知名杂志上,论文被引用超450次(Google scholar)。相关技术成果已在尚品宅配、兴森快捷等行业龙头企业应用,经济效应明显

发表论文:

  1. Lijun Wei, Yongsheng Wang, Huibing Cheng, and Jian Huang. An open space based heuristic for the 2D strip packing problem with unloading constraints.Applied Mathematical Modelling.2019.

  2. Lijun Wei, Zhixing Luo, Roberto Baldacci, and Andrew Lim. A new branch-and-price-and-cut algorithm for one-dimensional bin packing problem.INFORMS Journal on Computing. 2019.

  3. Lijun Wei, Qian Hu, Andrew Lim, and Qiang Liu. A best-fit branch-and-bound heuristic for the unconstrained two-dimensional non-guillotine cutting problem.European Journal of Operational Research.2018.

  4. Lijun Wei, Wenbin Zhu, Andrew Lim, Qiang Liu, and Xin Chen. An adaptive selection approach for the 2D rectangle packing area minimization problem.Omega. 2018.

  5. Lijun Wei, Zhenzhen Zhang, Defu Zhang, and Stephen CH Leung. A simulated annealing algorithm for the capacitated vehicle routing problem with two-dimensional loading constraints.European Journal of Operational Research.2018.

  6. Lijun Wei*, Qian Hu, Stephen CH Leung, and Ning Zhang. An improved skyline based heuristic for the 2D strip packing problem and its efficient implementation.Computers & Operations Research.2017.

  7. Lijun Wei, Hu Qin*, Brenda Cheang and Xianhao Xu, An efficient intelligent search algorithm for the two-dimensional rectangular strip packing problem.International Transactions in Operational Research. 2016.

  8. Zhenzhen Zhang,Lijun Wei*,and Andrew Lim, An evolutionary local search for the capacitated vehicle routing problem minimizing fuel consumption under three-dimensional loading constraints.Transportation Research Part B. 2015.

  9. Lijun Wei, Qin Hu, Wenbin Zhu and Long Wan, A study of perturbation operators for the pickup and delivery traveling salesman problem with LIFO or FIFO Loading.Journal of Heuristics. 2015.

  10. Lijun Wei, Zhenzhen Zhang, Defu Zhang and Andrew Lim, A variable neighborhood search for the capacitated vehicle routing problem with two-dimensional loading constraints.European Journal of Operational Research. 2015.

  11. Lijun Wei*, and Andrew Lim, A bidirectional building approach for the 2D constrained guillotine knapsack packing problem. European Journal of Operational Research. 2015.

  12. Lijun Wei, Wenbin Zhu, and Andrew Lim, A goal-driven prototype column generation strategy for the multiple container loading cost minimization problem.European Journal of Operational Research. 2015.

  13. Lijun Wei, Zhenzhen Zhang, and Andrew Lim, An adaptive variable neighborhood search for a heterogeneous fleet vehicle routing problem with three-dimensional loading constraints.IEEE Computational Intelligence Magazine. 2014.

  14. Lijun Wei, Tian Tian, Wenbin Zhu, and Andrew Lim, A block-based layer building approach for the 2D guillotine strip packing problem.European Journal of Operational Research. 2014.

  15. Defu Zhang,Lijun Wei*, Stephen C. H. Leung, and Qingshan Chen, A binary search heuristic algorithm based on randomized local search for the strip packing problem.INFORMS Journal on Computing. 2013.

  16. Lijun Wei, Wee-Chong Oon, Wenbin Zhu, Andrew Lim, A goal-driven approach to the 2D bin packing and variable-sized bin packing problems.European Journal of Operational Research. 2013.

  17. Lijun Wei, Wee-Chong Oon, Wenbin Zhu, and Andrew Lim, A reference length approach for the 3D strip packing problem.European Journal of Operational Research. 2012.

  18. Lijun Wei, Wee-Chong Oon, Wenbin Zhu*, and Andrew Lim, A skyline heuristic for the 2D rectangular packing and strip packing problems.European Journal of Operational Research. 2011.

  19. Lijun Wei, Defu Zhang, and Qingshan Chen, A least wasted first heuristic algorithm for the rectangular packing problem.Computers & Operations Research. 2009.

项目:

  1. (主持) 考虑装箱约束的两级电动汽车路径问题研究,国家自科面上项目

2019 - 2022

  1. (主持) 基于耗油量的带装箱约束多类型车辆调度问题研究,国家自科青年

2015 - 2017

  1. (主持)考虑实际约束条件的多类型车辆装箱问题研究,江西省自科青年

2015 - 2017

  1. (主持)考虑装卸约束的二维装箱问题研究,江西省教育厅青年

2017 - 2018

院办电话:39322212 学生工作:39322210,39322226 研究生工作:39322226 科研工作:39322209

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