魏丽军教授

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，****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. JournalofHeuristics. 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

2. (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

3. (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

4. (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