朱文斌科研成果

更新日期：2018年9月3日 姓 名 朱文斌 性 别 男 出生年月 1980年2月 籍贯 浙江永嘉县 民 族 汉族 政治面貌 群众 最后学历 博士研究生毕业 最后学位 哲学博士 技术职称 教授 导师类别 硕导 行政职务 Email i@zhuwb.com 工作单位 工商管理学院 邮政编码 通讯地址 单位电话 个人主页 www.cnsba.com/~zhuwb 个人简介 华南理工大学工商管理学院技术经济与管理系教授、硕士生导师。香港科技大学计算机科学博士。2015年获得广东省自然科学基金杰出青年基金。研究方向为运筹优化与人工智能算法等。获得美国人工智能协会（AAAI）颁发的人工智能创新应用奖1项、美国专利1项。曾在Transportation Science、European Journal of Operational Research、Omega the International Journal of Management Science、IEEE Transactions on Automation Science and Engineering等刊物上发表论文20余篇。朱文斌教授具有丰富的企业项目经验，先后为荷兰飞利浦电子公司、香港快易通、香港商品交易所等公司开发智能决策支持系统。非常擅长用数据分析与决策优化领域的技术对各类大、中型企业运营中遇到的复杂决策优化问题建模，研究成果已被应用于飞利浦物流服务采购系统（BOSS）中，该系统2006年起投产，至今仍在使用。该系统为飞利浦公司节省约10%物流成本（2007年采购额约10亿欧元）。 工作经历 2016.04 – 华南理工大学工商管理学院教授2014.10 – 2016.3 华南理工大学工商管理学院副教授2013.10 – 2014.3 香港理工大学 商学院 物流及海运学系 研究员 教育经历 2005-2013 香港科技大学 计算机科学 博士 1999-2002 新加坡国立大学 计算机系 一等荣誉学士 获奖、荣誉称号 2007年 Innovative Application of Artificial Intelligence Award by the Association for the Advancement of Artificial Intelligence (AAAI) for various works由美国人工智能协会（AAAI）颁发的人工智能创新应用奖 研究领域 大数据分析与数据挖掘：金融、医疗、营销领域的应用运筹学：优化算法、机器学习 科研项目 02.    2016年1月-2018年12月，国家自然科学基金青年基金项目--基于统计预测的多集装箱装载问题优化决策研究（项目批准号：71501075），项目负责人 01.    2015-08-01至2019-07-31，广东省杰出青年科学基金--基于统计预测的机器人装箱问题的决策优化研（项目编号：2015A030306007），项目负责人 发表论文 28.   L. Wei, W. Zhu, A. Lim, Q. Liu, X. Chen, "An adaptive selection approach for the 2D rectangle packing area minimization problem", OMEGA the International Journal of Management Science, Online 13 Sep 201727.      Q. Ma, H. Song, W. Zhu, “Low-carbon airline fleet assignment: A compromise approach”, Journal of Air Transport Management, Vol 68, May 2018, pp. 86-10226.       Z. Luo, H. Qin, W. Zhu, A. Lim, “Branch-and-price-and-cut for the split-collection vehicle routing problem with time windows and linear weight-related cost”, Transportation Science,  Vol. 51, Issue 2 (May 2017), pp.138-17125.    Q. Hu, W. Zhu*, H Qin, A. Lim, “A Branch-and-Price Algorithm for the Two-dimensional Vector Packing Problem with Piecewise Linear Cost Function”, European Journal of Operational Research, Vol. 260, Issue 1 (1 Jul 2017), pp. 70-8024.       Z. Luo, H. Qin, W. Zhu, A. Lim, “Branch-and-price-and-cut for the manpower routing problem with synchronization constraints”, Naval Research Logistics, Vol. 63, Issue 2 (Mar 2016), pp. 138-17123.      W. Zhu, Z. Luo*, A. Lim, W.-C. Oon, “A fast implementation for the 2D/3D box placement problem”, Computational Optimization and Applications, Vol. 63, Issue 2 (Mar 2016), pp.585-61222.     T. Tian, W.  Zhu*, A. Lim, L. J. Wei, “The Multiple Container Loading Problem with Preference”, European Journal of Operational Research, Vol. 248, Issue 1 (Jan 2016), pp. 84-9421.    L. Wei, H. Qin, W.  Zhu*, Long Wan, “A study of perturbation operators for the pickup and delivery traveling salesman problem with LIFO or FIFO loading”, Journal of Heuristics, Vol. 21, Issue 5 (Oct 2015), pp. 617-63920.    L. Wei, W.  Zhu*, A. Lim, “A Goal-driven Prototype Column Generation Strategy for the Multiple Container Loading Cost Minimization Problem”, European Journal of Operational Research, Vol. 241, Issue 1 (16 Feb 2015), pp. 39-4919.      B. Jin, W. Zhu, A. Lim, “Solving the Container Relocation Problem by an Improved Greedy Look-Ahead Heuristic”, European Journal of Operational Research, Vol. 240, Issue 3 (1 Feb 2015), pp. 837-84718.      Q. Hu, A. Lim, W. Zhu*, “The two-dimensional vector packing problem with piecewise linear cost function”, OMEGA the International Journal of Management Science, Vol. 50, (Jan 2015), pp. 43-5317.      L. Wei, T. Tian, W. Zhu, A. Lim, “A Block-based Layer Building Approach for the 2D Guillotine Strip Packing Problem”, European Journal of Operational Research, Vol. 239, Issue 1 (Nov 2014), pp. 58-6916.     N. Wang, A. Lim, W. Zhu*, “A Multi-Round Beam Search Approach for the Single Container Loading Problem with Shipment Priority”, International Journal of Production Economics, Vol. 145, Issue 2 (Oct 2013), pp. 531-54015.   A. Lim, H. Ma, C. Qiu, W. Zhu, “The Single Container Loading Problem with Axle Weight Constraint”, International Journal of Production Economics, Vol. 144, Issue 1 (Jul 2013), pp. 358-36914.   Z. Luo, B. Cheang, A. Lim, W. Zhu, “An Adaptive Ejection Pool with Toggle-Rule Diversification Approach for the Capacitated Team Orienteering Problem”, European Journal of Operational Research, Vol. 229, Issue 3 (Sep 2013), pp. 673-68213.   L. Wei, W.-C. Oon, W. B. Zhu*, A. Lim, “A Goal-driven Approach to the 2D Bin Packing and Variable-sized Bin Packing Problems”, European Journal of Operational Research, Vol. 224, Issue 1 (Jan 2013), pp. 110-12112.   B. Cheang, X. Gao, A. Lim, H. Qin, W. Zhu, “Multiple Pickup and Delivery Traveling Salesman Problem with Last-in-first-out Loading and Distance Constraints”, European Journal on Operations Research, Vol. 223, Issue 1 (Nov 2012), pp. 60-7511.   W. Zhu*, Z. Zhang, W.-C. Oon, A. Lim, “Space Defragmentation for Packing Problems”, European Journal of Operational Research, Vol. 222, Issue 3 (Nov 2012), pp. 452-463. Conference version in the Proceedings of Twenty-second International Joint  Conference on Artificial Intelligence (IJCAI'11), 2011, pp. 699-70410.   W. Zhu*, W. Huang, A. Lim, “A Prototype Column Generation Strategy for the Multiple Container Loading Problem”, European Journal on Operations Research, Vol. 223, Issue 1 (Nov 2012), pp. 27-3909.   W. Zhu*, A. Lim, “A New Iterative-Doubling Greedy-Lookahead Algorithm for the Single Container Loading Problem”, European Journal of Operational Research, Vol. 222, Issue 3 (Nov 2012), pp. 408-41708.   W. Zhu, H. Qin, A. Lim, H.D. Zhang, “Iterative Deepening A* Algorithms for the Container Relocation Problem”, IEEE Transactions on Automation Science and Engineering, Vol. 9, Issue 4 (Oct 2012), pp. 710-72207.   Z. Zhang, H. Qin, W. B. Zhu, A. Lim, “The Single Vehicle Routing Problem with Toll-by-Weight Scheme: a Branch and Bound Approach”, European Journal of Operational Research, Vol. 220, Issue 2 (Jul 2012), pp. 295-30406.   L. Wei, W.-C. Oon, W. Zhu*, A. Lim, “A Reference Length Approach for the 3D Strip Packing Problem”, European Journal on Operations Research, Vol. 220, Issue 1 (Jul 2012), pp. 37-4705.   W. Zhu*, W. -C. Oon, A. Lim, Y. Weng, “The Six Elements to Block-Building Approaches for the Single Container Loading Problem”, Applied Intelligence, Vol. 37, No. 3 (Oct 2012), pp. 431-44504.   W. Zhu, H. Qin, A. Lim, L. Wang, “A two-stage tabu search algorithm with enhanced packing heuristics for the 3L-CVRP and M3L-CVRP”, Computers & Operations Research, Vol. 39, Issue 9 (Sep 2012), pp. 2178-219503.   X. Zhou, D. S. Xu, W. Zhu, “Approximation results for a min-max location-routing problem”, Discrete Applied Mathematics, Vol. 160, Issue 3 (Feb 2012), pp. 306-32002.   L. Wei, W.-C. Oon, W. Zhu*, A. Lim, “A Skyline Heuristic for the 2D Rectangular Packing and Strip Packing Problems”, European Journal of Operational Research, Vol. 215, Issue 2 (Dec 2011), pp. 337-34601.   C. Che, W.L. Huang, A. Lim, W. Zhu*, “The Multiple Container Loading Cost Minimization Problem”, European Journal of Operational Research, Vol. 214, Issue 3 (Nov 2011), pp. 501-511 科研创新 2009.10 “Robust RFID-Based Method for Precise In-House Positioning”, US Patent Application No US11/459640 美国专利号 US11/459640 教学活动 2018.02 大数据分析与数据挖掘 Big Data Analysis and Data Mining2018.02 宏观经济学(全英) Macroeconomics (delivered in English)2018.02 宏观经济学(中文) Macroeconomics (delivered in Chinese)2017.09 大数据分析与数据挖掘 Big Data Analysis and Data Mining2017.02 宏观经济学(全英) Macroeconomics (delivered in English)2017.02 宏观经济学(中文) Macroeconomics (delivered in Chinese)2016.09 大数据分析与数据挖掘 Big Data Analysis and Data Mining2016.02 宏观经济学(全英) Macroeconomics (delivered in English)2016.02 宏观经济学(中文) Macroeconomics (delivered in Chinese)2015.09 微观经济学(全英) Microeconomics (delivered in English) 内容来自集群智慧云企服 软件著作权666元代写全部资料全国受理