導師個人信息
    魏麗軍 教授
    來源: 時間:2019-05-30 浏覽:

    

    魏麗軍 Lijun Wei),教授,博導

    太阳成集团tyc234cc百人計劃特聘教授

    廣東省傑出青年基金獲得者

    研究方向:智能制造系統建模與優化、智能優化算法、裝箱與排樣優化算法、芯片布圖布局規劃

    Email: villagerwei@gdut.edu.cn

    工作教育經曆:

    太阳成集团tyc234cc,百人計劃教授

    2018 - 至今

    新加坡國立大學博士後

    2016 - 2017

    江西财經大學信息管理學院,副教授

    2015 - 2018

    江西财經大學信息管理學院,講師,ACM集訓隊總教練

    2013 - 2015

    香港城市大學管理科學,博士

    2010 - 2013

    廈門大學計算機碩士,學士

    2001 - 2008

    個人簡介:

    魏麗軍,香港城市大學博士,新加坡國立大學博士後,長期緻力于離散制造過程中優化問題求解算法的研究,提出了通用算法求解框架與系列領域依賴的專用智能算法,涵蓋精确求解算法和拟人拟物智能優化算法兩大體系。累計發表SCI論文30餘篇(一作16篇,通訊6篇),論文發表在Informs Journal on ComputingTransportation Research Part B IEEE Computational Intelligence MagazineEuropean Journal of Operational Research, Computers & Operations ResearchOmega等期刊上,論文被引用1700餘次(Google scholarh-index: 20,單篇最高被引200餘次)申請發明專利30餘項,出版專著1部。相關技術成果已在尚品宅配、興森快捷等行業龍頭企業應用,經濟效應明顯。

    發表論文(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.

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

    項目:

    [1] 國家自然科學基金,面上項目,超大規模集成電路布圖布局規劃宏微複合優化方法研究,2023 – 2026,項目負責人

    [2] 廣東省傑出青年基金,基于區域覆蓋的新型排樣方法研究,2022 – 2025,項目負責人

    [3] 科技部網絡協同制造和智能工廠重點專項課題,基于數據驅動的重大産品裝配質量監控與優化方法,2019 – 2022,課題負責人

    [4] 國家自然科學基金,面上項目,考慮裝箱約束的兩級電動汽車路徑問題研究,2019 – 2022,項目負責人

    [5] 國家自然科學基金,青年項目,考基于耗油量的帶裝箱約束多類型車輛調度問題研究,2015 – 2017,項目負責人

    [6]   江西省教育廳,青年項目,考慮裝卸約束的二維裝箱問題研究,2017-2018, 項目負責人

    [7]   江西省自然科學基金,青年項目,考慮實際約束條件的多類型車輛裝箱問題研究,2015-2017, 項目負責人  

    發明專利:

    [1] 魏麗軍;吳松桓;劉強;姚紹文;劉婷;一種可變尺寸的多規格闆材二維不規則排樣方法及系統,2023-03-24ZL202210093505.1

    [2] 魏麗軍;張钛;劉強;姚紹文;一種針對大規模下料的切割路徑規劃方法及系統,2023-03-21, ZL 202210565385.0

    [3] 魏麗軍;陳裕鵬;劉強;姚紹文;張浩;一種基于目标導向的多箱型多集裝箱求解方法,2023-01-24ZL202210706909.3

    [4] 魏麗軍;王孫康宏;姚紹文;劉婷;劉強;王滿賢;一種基于機器視覺技術的裝配狀态監控方法及系統,2023-01-06ZL 2022 1 0440344.9

    [5] 魏麗軍;張钛;劉強;林利彬;俞愛林;一種基于機器視覺的異形零件的激光切割方法及系統,2022-11-11ZL202111537568.3

    [6] 魏麗軍;姚紹文;劉強;張浩;一種面向帶缺陷矩形闆材的排樣下料方法及系統,2022-09-02ZL202210211014.2

    [7] 魏麗軍;姚紹文;劉強;劉婷;一種基于分支切割的帶缺陷闆排樣方法及系統,2022-07-29ZL202210210975.1

    [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] 魏麗軍;吳松桓;劉強;邱堅;張浩;一種基于緩沖區的在線混合碼垛方法, 2022-03-01, ZL 202110536709.3

    [10] 王孫康宏;王潤欽;魏麗軍;劉強;劉婷;一種基于ALNS改進模拟退火的排産優化方法, 2022-02-01, ZL202110770260.7

    [11] 劉強;李耀波;趙榮麗;魏麗軍;張浩;一種基于數字孿生的減材加工實時仿真方法,2021-12-29, CN202111644325.X

    [12] 魏麗軍;張钛;劉強;嚴都喜;趙榮麗;一種對二維不規則零件排樣圖的切割路徑規劃方法及系統,2021-12-15, CN202111534772.X

    [13] 張浩;王潤欽;王孫康宏;魏麗軍;林利彬;一種基于多叉樹搜索的多箱型三維裝箱優化方法及系統,2021-12-09, CN202111503424.6

    [14] 張浩;王孫康宏;劉強;魏麗軍;洪奕輝;一種增亮膜原料采購規格動态優化方法及系統,2021-12-09, CN202111503430.1

    [15] 魏麗軍;姚紹文;劉強;嚴都喜;一種基于分支定界算法的單規格碼垛方法及碼垛系統,2021-11-30,ZL202110426707.9

    [16] 魏麗軍;劉婷;劉強;邱堅;嚴都喜;一種基于數字孿生技術的智能碼垛方法, 2021-11-23, ZL202110535363.5

    [17] 魏麗軍;張钛;劉強;嚴都喜;一種基2D視覺的激光切割預處理闆材廢料的方法及系統, 2021-11- 09, ZL202110402536.6

    [18] 劉強; 李龍; 魏麗軍; 陳新; 嚴都喜;一種基于連線總和最小的芯片布局方法, 2021-10-15, ZL202110644276.3

    [19] 劉強;方洛;魏麗軍;蘇倩怡;張浩;數字孿生驅動的實時渲染方法、系統和計算機可讀介質,2021-07-27,ZL202110081246.6

    [20] 魏麗軍;林家偉;劉強;張浩;一種基于掃描線法的二維不規則排樣下料方法, 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. 2021-07-20US11067970.

    [22] 鄧文順;劉強;魏麗軍;冷傑武;一種基于數字孿生的近物理仿真集成調試方法及其系統,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. 2021-05-05US11176290B1.

    [24] 魏麗軍;邱堅;劉強;黃禮輝;張浩;一種欠完備信息的在線貨物碼垛方法, 2021-01-05, ZL 202010772456.5

    [25] 張浩;劉強;魏麗軍;嚴都喜;冷傑武;一種基于下料利用率預測的組批與排樣疊代優化方法,2020-10-30, ZL 202010106617.7

    [26] 魏麗軍;林德豪;劉強;黃禮輝;冷傑武;一種物流集裝箱的裝箱方法和系統, 2020-10-09, ZL201911303470.4

    [27] 劉強; 曾嘉偉; 魏麗軍; 嚴都喜; 趙榮麗;一種單規格闆材二維不規則排樣方法, 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] 劉強;肖萬餘;張定;魏麗軍;冷傑武;一種基于故障影響分析的預防性維修方法及車間制造系統,2020-05-15,ZL 201910725025.0

    [30] 劉強; 嚴都喜; 張浩; 魏麗軍;一種闆式産品切割下料與分箱分架集成優化方法, 2019-5-28, ZL201810904498.2