魏丽军 （Lijun Wei），教授，博导

广东工业大学百人计划特聘教授

广东省杰出青年基金获得者

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、芯片布图布局规划

Email: villagerwei@gdut.edu.cn

 

工作教育经历：

2018 -至今 广东工业大学机电工程学院，百人计划教授

2016 -2017 新加坡国立大学博士后

2015 -2018 江西财经大学信息管理学院，副教授

2013 -2015 江西财经大学信息管理学院，讲师，ACM集训队总教练

2010 -2013 香港城市大学管理科学，博士

2001 -2008 厦门大学计算机硕士，学士

 

个人简介：

魏丽军，香港城市大学博士，新加坡国立大学博士后，长期致力于离散制造过程中优化问题求解算法的研究，提出了通用算法求解框架与系列领域依赖的专用智能算法，涵盖精确求解算法和拟人拟物智能优化算法两大体系。累计发表SCI论文30余篇（一作16篇，通讯6篇），论文发表在Informs Journal on Computing，Transportation Research Part B， IEEE Computational Intelligence Magazine，European Journal of Operational Research, Computers & Operations Research和Omega等期刊上，论文被引用1700余次(Google scholar，h-index: 20，单篇最高被引200余次)。申请发明专利30余项，出版专著1部。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（Update to 2023.4）:   

[1] Hao Zhang, Shaowen Yao, Qiang Liu, Lijun Wei*, Libin Lin, and Jiewu Leng. An exact approach for the constrained two- dimensional guillotine cutting problem with defects. International Journal of Production Research. 2023.

[2] Hao Zhang, Qiang Liu, Lijun Wei*, Jiawei Zeng, Jiewu Leng, and Duxi Yan. An iteratively doubling local search for the two-dimensional irregular bin packing problem with limited rotations. Computers and Operations Research. 2022.

[3] Qiang Liu, Huibing Cheng, Tian Tian, Yongsheng Wang, Jiewu Leng, Rongli Zhao, Hao Zhang, and Lijun Wei*. Algorithms for the variable-sized bin packing problem with time windows. Computers & Industrial Engineering. 2021.

[4] 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. 2020.

[5] Lijun Wei, Minhui Lai, Andrew Lim, and Qian Hu. A branch-and-price algorithm for the two-dimensional vector packing problem. European Journal of Operational Research. 2020.

[6] 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.

[7] 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.

[8] 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.

[9] 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.

[10] 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.

[11] 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.

[12] 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.

[13] 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.

[14] 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.

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

[16] 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.

[17] 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.

[18] 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.

[19] 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.

[20] 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.

[21] 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.

[22] 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.

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]  国家自然科学基金，面上项目，超大规模集成电路布图布局规划宏微复合优化方法研究，2023 – 2026，项目负责人  

[2]  广东省杰出青年基金，基于区域覆盖的新型排样方法研究，2022 – 2025，项目负责人

[3]  科技部“网络协同制造和智能工厂”重点专项课题，基于数据驱动的重大产品装配质量监控与优化方法，2019 – 2022，课题负责人

[4]  国家自然科学基金，面上项目，考虑装箱约束的两级电动汽车路径问题研究，2019 – 2022，项目负责人  

[5]  国家自然科学基金，青年项目，考基于耗油量的带装箱约束多类型车辆调度问题研究，2015 – 2017，项目负责人

[6]  江西省教育厅，青年项目，考虑装卸约束的二维装箱问题研究，2017-2018, 项目负责人

 江西省自然科学基金，青年项目，考虑实际约束条件的多类型车辆装箱问题研究，2015-2017, 项目负责人    

[7]    江西省自然科学基金，青年项目，考虑实际约束条件的多类型车辆装箱问题研究，2015-2017, 项目负责人     

发明专利：

[1] 魏丽军;吴松桓;刘强;姚绍文;刘婷；一种可变尺寸的多规格板材二维不规则排样方法及系统，2023-03-24，ZL202210093505.1

[2] 魏丽军;张钛;刘强;姚绍文；一种针对大规模下料的切割路径规划方法及系统，2023-03-21, ZL 202210565385.0

[3] 魏丽军;陈裕鹏;刘强;姚绍文;张浩；一种基于目标导向的多箱型多集装箱求解方法，2023-01-24，ZL202210706909.3

[4] 魏丽军;王孙康宏;姚绍文;刘婷;刘强;王满贤；一种基于机器视觉技术的装配状态监控方法及系统，2023-01-06，ZL 2022 1 0440344.9

[5] 魏丽军;张钛;刘强;林利彬;俞爱林；一种基于机器视觉的异形零件的激光切割方法及系统，2022-11-11，ZL202111537568.3

[6] 魏丽军;姚绍文;刘强;张浩；一种面向带缺陷矩形板材的排样下料方法及系统，2022-09-02，ZL202210211014.2

[7] 魏丽军;姚绍文;刘强;刘婷；一种基于分支切割的带缺陷板排样方法及系统，2022-07-29，ZL202210210975.1

[8] Qiang Liu, Lijun Wei, Xin Chen, Duxi Yan, Long Li, Chip layout method based on minimum total wire length. US11347924B1. 2022-05-31

[9] 魏丽军;吴松桓;刘强;邱坚;张浩;一种基于缓冲区的在线混合码垛方法, 2022-03-01, ZL 202110536709.3

[10] 王孙康宏;王润钦;魏丽军;刘强;刘婷;一种基于ALNS改进模拟退火的排产优化方法, 2022-02-01, ZL202110770260.7

[11] 刘强;李耀波;赵荣丽;魏丽军;张浩;一种基于数字孪生的减材加工实时仿真方法,2021-12-29, CN202111644325.X

[12] 魏丽军;张钛;刘强;严都喜;赵荣丽;一种对二维不规则零件排样图的切割路径规划方法及系统,2021-12-15, CN202111534772.X

[13] 张浩;王润钦;王孙康宏;魏丽军;林利彬;一种基于多叉树搜索的多箱型三维装箱优化方法及系统,2021-12-09, CN202111503424.6

[14] 张浩;王孙康宏;刘强;魏丽军;洪奕辉;一种增亮膜原料采购规格动态优化方法及系统,2021-12-09, CN202111503430.1

[15] 魏丽军;姚绍文;刘强;严都喜;一种基于分支定界算法的单规格码垛方法及码垛系统,2021-11-30,ZL202110426707.9

[16] 魏丽军;刘婷;刘强;邱坚;严都喜;一种基于数字孪生技术的智能码垛方法, 2021-11-23, ZL202110535363.5

[17] 魏丽军;张钛;刘强;严都喜;一种基2D视觉的激光切割预处理板材废料的方法及系统, 2021-11- 09, ZL202110402536.6

[18] 刘强; 李龙; 魏丽军; 陈新; 严都喜;一种基于连线总和最小的芯片布局方法, 2021-10-15, ZL202110644276.3

[19] 刘强;方洛;魏丽军;苏倩怡;张浩;数字孪生驱动的实时渲染方法、系统和计算机可读介质,2021-07-27,ZL202110081246.6

[20] 魏丽军;林家伟;刘强;张浩;一种基于扫描线法的二维不规则排样下料方法, 2021-07-23,ZL202011518760.3

[21]  Qiang Liu, Duxi Yan, Xin Chen, Lijun Wei, Jiewu Leng, Method for designing production line based on digital twin. 2021-07-20，US11067970.

[22] 邓文顺;刘强;魏丽军;冷杰武;一种基于数字孪生的近物理仿真集成调试方法及其系统,2021-07-13 ,ZL202011518822.0

[23]  Jiewu Leng, Man Zhou, Wenshun Deng, Qiang Liu, Lijun Wei, Douxi Yan, Yuxuan Xiao, Jiongyu Chen, Caiyu Xu. Approximate physical simulation integrated debugging method and system based on digital twinning. 2021-05-05，US11176290B1.

[24] 魏丽军;邱坚;刘强;黄礼辉;张浩;一种欠完备信息的在线货物码垛方法, 2021-01-05, ZL 202010772456.5

[25] 张浩;刘强;魏丽军;严都喜;冷杰武;一种基于下料利用率预测的组批与排样迭代优化方法,2020-10-30, ZL 202010106617.7

[26] 魏丽军;林德豪;刘强;黄礼辉;冷杰武;一种物流集装箱的装箱方法和系统, 2020-10-09, ZL201911303470.4

[27] 刘强; 曾嘉伟; 魏丽军; 严都喜; 赵荣丽;一种单规格板材二维不规则排样方法, 2020-09-29, ZL202010017437.1

[28]  Qiang Liu, Jiewu Leng, Ding Zhang, Xin Chen, Lijun Wei. Method and system for quick customized-design of intelligent workshop. US16820638. 2020-08-06

[29] 刘强;肖万余;张定;魏丽军;冷杰武;一种基于故障影响分析的预防性维修方法及车间制造系统,2020-05-15,ZL 201910725025.0

[30] 刘强; 严都喜; 张浩; 魏丽军;一种板式产品切割下料与分箱分架集成优化方法, 2019-5-28, ZL201810904498.2