关于我们  
  About Us  

当前位置:网站首页 >  关于我们 > 专家团队

联系我们

武汉云筹优化科技有限公司

联系人:陈先生

电 话: 18672919570

地 址: 武汉市高新大道999号

微信联系

专家团队

首席算法科学家-秦虎

详细介绍:

教授简介

秦虎教授于2002年、2005年在华中科技大学人工智能与自动化学院获得学士、硕士学位,2011年在香港城市大学商学院获得博士学位,2011年加入华中科技大学管理学院,2012年11月、2017年11月分别被聘为华中科技大学副教授、教授。主要研究领域包括人工智能优化算法,网络规划,车辆路径优化,智能物流,智能仓储,智能制造,数据挖掘及机器学习等。秦教授已完成国家自科基金项目2项,正在主持1项国家自科基金面上项目,参与国家自科基金国际合作重点项目2项,国家自科基金重点项目1项,国家社科基金重大项目1项,国家科技部重点研发计划重点专项2项,国家自然科学基金创新研究群体项目1项。在英文SCI/SSCI期刊上共发表论文40余篇,其中包括INFORMS Journal On Computing(IJOC)1篇, Transportation Science (TS)3篇,European Journal of Operational Research (EJOR) 11篇, Transportation Research Part E(TRE) 4篇。自2015-2019年担任物流系统工程专业委员会委员,自2016年起担任管理系统工程学会秘书长,自2019年11月担任中国物流学会常务理事。2018年10月18日,获得京东全球运筹优化挑战赛(城市物流运输车辆智能调度)总冠军。运筹优化领域著名微信公众号“数据魔术师”的创始人和负责人,该公众号关注读者超4.1万人。秦教授积极地将学术研究成果应用到企业实践中,为企业创造价值,增强企业的竞争力,主持和完成了多个企业项目,合作单位包括华为技术有限公司,顺丰速运有限公司,美的集团,蓝月亮有限公司,广州宝洁有限公司等。

科研项目


1.“快递公司干线运输中的优化问题研究”,国家自然科学基金面上项目,基金号:71971090,2019年8月16日批准,2020年1月-2023年12月,项目负责人。

2.“智能生产线虚拟重构理论与技术”,国家科技部重点研发计划重点专项,基金号:2018YFB1700600,2018年12月批准,子任务负责人。

3. “管理系统工程”,国家自然科学基金创新研究群体项目,基金号:71821001,2018年8月批准,2019年1月-2024年12月,参与人。

4.“基于大数据驱动的在线零售商的物流管理与决策的理论和方法研究”,国家自然科学基金国际(地区)合作与交流项目,基金号:71620107002,2016年8月批准,2017年1月-2021年12月,参与人。

5.“信息网络技术驱动中国制造业转型战略、路径与支撑体系研究”, 国家社会科学基金重大项目, 基金号: 16ZDA013,2016年12月批准,2017年1月 -  2021年12月,参与人。

6.“考虑协同的车辆路径优化问题研究”,国家自然科学基金面上项目,基金号:71571077, 金额:49.3,2015年8月批准,2016年1月-2019年12月,项目负责人。

7.“电动汽车运营机制设计与管理优化问题研究”,国家自然科学基金(国际合作项目),基金号:71320107001,金额:207万,2013年8月批准,2014年1月-2018年12月,参与人。

8.“社会化商务商业模式创新的理论与方法研究”,国家自然科学基金(重点项目),基金号:71332001,金额:206万,2013年8月批准,2014年1月-2018年12月,参与人。

9. “中国航空乘务员调度优化问题研究”, 华中科技大学自主创新研究基金,基金号:2014QN206,金额:4万,2014年3月批准,2014年6月 - 2015年12月,项目负责人。

10.“计重收费策略下的复杂车辆路径问题研究”,国家自然科学基金(青年项目),基金号:71201065,金额:21万,2012年8月批准,2013年1月-2015年12月,项目负责人。

11. “货物拼箱和装箱问题研究”,华中科技大学自主创新研究基金,基金号:2012QN213,金额:5万,2012年4月批准,2012年5月 - 2013年12月,项目负责人。


论文发表

1. “A Simulation Based Meta-heuristic Approach for the Inbound Container Housekeeping Problem in the Automatic Containe Terminals ”, Hu Qin, Xinxin Su, Guoxin Li, Xin Jin, Mingzhu Yu, Transportation Research Part E, March 2020, submitted.

2. "A Review on the Electric Vehicle Routing Problems: Variants and Algorithms", Hu Qin, Xinxin Su, Teng Ren, Zhixing Luo*, Frontiers of Engineering Management, March 2020, submitted.

3. “An Exact Algorithm for the Multi-Period Inspector Scheduling Problem”, Huaxiao Shen, Shengnan Shu, Hu Qin, Qinghua Wu, Computers & Industrial Engineering, February 2020, minor revision.

4. "Branch-and-Price-and-Cut for the Synchronized Vehicle Routing Problem with Split Delivery, Proportional Service Time and Multiple Time Windows", Jiliu Li (my Ph.D. student), Hu Qin*, Roberto Baldacci, Wenbin Zhu,Transportation Research Part E, February 2020, minor revision.

5. “Planning of Garbage Collection Service: An Arc-Routing  Problem With Time-Dependent Penalty Cost", Xin Jin (my Ph.D. student), Hu Qin, Zizhen Zhang*, MengChu Zhou, Jiahai Wang, IEEE Transactions on Intelligent Transportation Systems, February 2020, accepted.

6. "Multi-objective Optimization for the Vehicle Routing Problem with Outsourcing and Profit Balancing", Zizhen Zhang, Hu Qin, Yanzhi Li*, IEEE Transactions on Intelligent Transportation Systems, Forthcoming, 31 March 2019.

7. "The Split-Delivery Mixed Capacitated Arc-Routing Problem: Applications and a Forest-based Tabu Search Approach", Mingzhu Yu, Xin Jin (my Ph.D. student), Zizhen Zhang∗, Hu Qin, Qidong Lai, Transportation Research Part E, Volume 132, December 2019, Pages 141-162.

8. “The Unilateral Transportation Problem”, Jiliu Li (my Ph.D. student), Hu Qin, Huaxiao Shen* and Kwok Leung Tsui, Transportation Research Part E, Volume 132, December 2019, Pages 1-29.

9. "Exact Algorithms for the Vehicle Routing Problem with Time Windows and Combinatorial Auction", Zhenzhen Zhang, Zhixing Luo*, Hu Qin and Andrew Lim, Transportation Science, Volume 53, Issue 2, March-April 2019, Pages 319 – 622.

10. "A Branch-and-cut Algorithm for the Two-echelon Capacitated Vehicle Routing Problem with Grouping Constraints", Tian Liu, Zhixing Luo*, Hu Qin and Andrew Lim, European Journal of Operational Research, Volume 266, Issue 2, 16 April 2018, Pages 487-497.

11. "Manpower Allocation and Vehicle Routing Problem in Non-emergency Ambulance Transfer Service", Zizhen Zhang, Hu Qin, Kai Wang*, Huang He and Tian Liu, Transportation Research Part E, Volume 106, October 2017, Pages 45-59.

12. "A Branch-and-Price Algorithm for the Two-dimensional Vector Packing Problem with Piecewise Linear Cost Function", Qian Hu, Wenbin Zhu*, Hu Qin and Andrew Lim, European Journal of Operational Research, Volume 260, Issue 1, 1 July 2017, Pages 70-80.

13. "Branch-and-price-and-cut for the Split-delivery Vehicle Routing Problem with Time Windows and Linear Weight-related Cost", Zhixing Luo, Hu Qin*, Wenbin Zhu and Andrew Lim, Transportation Science, Volume 51, Issue 2, May 2017, Pages 668-687.

14. "Pickup and Delivery Service with Manpower Planning in Hong Kong Public Hospitals", Andrew Lim, Zhenzhen Zhang* and Hu Qin, Transportation Science, Volume 51, Issue 2, May 2017, Pages 688-705.

15. "Branch-and-Price-and-Cut for the Manpower Routing Problem with Synchronization Constraints", Zhixing Luo, Hu Qin*, Wenbin Zhu and "Andrew Lim, Naval Research Logistics, Volume 63, Issue 2, March 2016, Pages 138 - 171.

16. "An Efficient Intelligent Search Algorithm for the Two-dimensional Rectangular Strip Packing Problem", Lijun Wei, Hu Qin*, Brenda Cheang and Xianhao Xu, International Transactions in Operational Research, Volume 23, Issue 1-2, January-March, 2016, Pages 65 - 92.

17. "Adaptive Large Neighborhood Search Heuristics for the Vehicle Routing Problem with Stochastic Demands and Weight-related Cost", Zhizing Luo, Hu Qin*, Dezhi Zhang and Andrew Lim,Transportation Research Part E, Volume 85, January 2016, Pages 69 - 89.

18. "A Study of Perturbation Operators for the Pickup and Delivery Traveling Salesman Problem with LIFO or FIFO Loading", Lijun Wei, Hu Qin, Wenbin Zhu, Long Wan, Journal of Heuristics, Volume 21, Issue 5, October 2015, Pages 617-639.

19. "A Tabu Search Algorithm for the Multi-period Inspector Scheduling Problem", Hu Qin, Wei Ming, Zizhen Zhang*, Yubin Xie, Andrew Lim,Computers & Operations Research, Volume 59, July 2015, Pages 78–93.

20. "On Service Consistency in Multi-period Vehicle Routing", Zhixing Luo, Hu Qin*, Andrew Lim, Chanhou Che, European Journal of Operational Research, Volume 243, Issue 3, 16 June 2015, Pages 731–744.

21. "Branch-and-Price-and-Cut for the Multiple Traveling Repairman Problem with Distance Constraints", Zhixin Luo, Hu Qin*, Lim Andrew, European Journal of Operational Research, Volume 234, Issue 1, 1 April 2014, Pages 49–60.

22. "The Freight Consolidation and Containerization Problem", Hu Qin, Andrew Lim and Zizhen Zhang*, European Journal of Operational Research, Volume 234, Issue 1, 1 April 2014, Pages 37–48.

23. "A Memetic Algorithm for the Capacitated m-Ring-Star Problem", Zizhen Zhang, Hu Qin and Andrew Lim, Applied Intelligence, Volume 40, Issue 2, 2014, Pages 305 - 321.

24. "A Memetic Algorithm for the Multiperiod Vehicle Routing Problem with Profit", Zizhen Zhang, Oscar Che, Brenda Cheang, Andrew Lim, Hu Qin*,European Journal of Operational Research, Volume 229, Issue 3, 16 September 2013, Pages 573–584.

25. "Multiple Pickup and Delivery Traveling Salesman Problem with Last-in-first-out Loading and Distance Constraints", Brenda Cheung, Xiang Gao, Andrew Lim, Hu Qin* and Wenbin Zhu, European Journal of Operational Research, Volume 223, Issue 1, 16 November 2012, Pages 60-75.

26. "Iterative Deepening A* Algorithms for the Container Relocation Problem", Zhu, Wenbin, Qin, Hu*, Lim, Andrew and Zhang, Huidong, IEEE Transactions on Automation Science and Engineering, Volume 9, Issue 4, October 2012, Pages 710-722.

27. “A Two-stage Tabu Search Algorithm with Enhanced Packing Heuristics for the 3L-CVRP and M3L-CVRP”, Wenbin Zhu, Hu Qin*, Andrew Lim and Lei Wang, Computers & Operations Research, Volume 39, Issue 9, September 2012, Pages 2178 - 2195.

28. "The Freight Allocation Problem with All-units Quantity-based Discount: A heuristic algorithm", Hu Qin, Meifeng Luo*, Xiang Gao and Andrew Lim, Omega—The International Journal of Management Science, Volume 40, Issue 4, August 2012, Pages 415-423.

29. "The Single Vehicle Routing Problem with Toll-by-Weight Scheme: a Branch and Bound Approach", Zizhen Zhang, Hu Qin*, Wenbin Zhu, Andrew Lim, European Journal of Operational Research, Volume 220, Issue 2, 16 July 2012, Pages 295–304 .

30. "The Freight Allocation Problem with Lane Cost Balancing Constraint” Andrew Lim, Hu Qin* and Zhou Xu, European Journal of Operational Research, Volume 217, Issue 1, 16 February 2012, Pages 26-35.

31. "The Tree Representation forthe Pickup and Delivery Traveling Salesman Problem with LIFO Loading",Yongquan Li, Andrew Lim, Wee-Chong Oon, Hu Qin*, Dejian Tu,European Journalof Operational Research, Volume 212, Issue 3, 1 August 2011,Pages 482-496.

智能制造

1. "Coordinated Scheduling of Production and Transportation in a Two-Stage Assembly Flowshop", K. WANG, W.Q MA, H. LUO, Hu QIN, International Journal of Production Research, Volume 54, Issue 22,2016, Pages 6891 - 6911.

2. "A Fuzzy Logic-based Hybrid Estimation of Distribution Algorithm for Distributed Permutation Flowshop Scheduling Problems Under Machine Breakdown", Kai Wang, Yun Huang and Hu Qin, Journal of the Operational Research Society, Volume 67,Issue 1, 2016, Pages 68 - 82.

3. "An Estimation of Distribution Algorithm for Hybrid Flow Shop Scheduling under Stochastic Processing Times", Kai Wang*;  S.H., Choi and Hu Qin,International Journal of Production Research, Volume 52, Issue 24, 2014, Pages 7360–7376.

4. “A Cluster-based Scheduling Model Using SPT and SA for Dynamic Hybrid Flow Shop Problems”, Kai Wang, Shiu Hong Choi, Hu Qin, Yun Huang, The International Journal of Advanced Manufacturing Technology, Volume 67, Issue 9-12, August 2013, Pages 2243-2258.

智能仓储

1. "Orders to workstations assignment rules in robotic sorting systems", Bipan Zou, Shuang Xiao, Hu Qin*, International Journal of Production Research, submitted, March 2020.

2. "Travel Time Analysis of the Dual Command Cycle in the Split-platform AS/RS with I/O Dwell Point Policy", Tian Liu, Xianhao Xu, Hu Qin and Andrew Lim, Flexible Services and Manufacturing Journal, Volume 28, Issue 3, September 2016, Pages 442-460.

其他

1. “Collaborative Scheduling of Distributed Operating Rooms”,Kai Wang, Yun Huang, Chunxia Yu, Hu Qin, Mengwen Luo,Swarm and Evolutionary Computation,December 2019, major revision.

2. "A Branch-and-Price-and-Cut Algorithm for the Cable Routing Problem in Solar Power Plants", Zhixing Luo, Hu Qin,  T.C.E. Cheng, Qinghua Wu*, Andrew Lim, Submitted to INFORMS Journal On Computing, forthcoming, August 2019.

3. "An Enhanced Branch-and-bound Algorithm for the Talent Scheduling Problem", Hu Qin, Zizhen Zhang∗, Andrew Lim, Xiaocong Liang, European Journal of Operational Research, Volume 250, Issue 2, 16 April 2016, Pages 412 - 426.

4. "A Tabu Search Algorithm for the Power System Islanding Problem", Fei Tang , Huizhi Zhou, QinghuaWu*, Hu Qin, Jun Jia and Ke Guo, Energies, Volume 8, Issue 10, 2015, Pages 11315 - 11341.

5. "Example-based Learning Particle Swarm Optimization for Continuous Optimization", Han Huang*, Hu Qin, Zhifeng Hao and Andrew Lim,Information Sciences, Volume 182, Issue 1, 1 January 2012, Pages 125-138.

发表或接受的会议论文

1. “Forest-based Tabu Search to the Split-delivery Capacitated Arc-routing Problem”,Qidong Lai , Zizhen Zhang, Xin Jin, Hu Qin, 2018 IEEE 14th International Conference on Automation Science and Engineering (CASE), 20-24 Aug. 2018 Munich, Germany.

2. "An Efficient Forest-based Tabu Search Algorithm for the Split-delivery Vehicle Routing Problem", Zizhen Zhang, Huang He, Zhixing Luo, Hu Qin and Songshan Guo, the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI-15), January 25–30, 2015 Austin, Texas, USA.

3. "A Tree-based Tabu Search for the Manpower Allocation Problem with Time Windows and Job-Teaming Constraints", Yilin Cai, Zizhen Zhang, Songshan Guo, Hu Qin, Andrew Lim, 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), August 3-9, 2013, Beijing, China.

4. "The Tree Representation of Feasible Solutions for the TSP with Pickup and Delivery and LIFO Loading", Dejian Tu, Songshan Guo, Hu Qin, Wee-Chong Oon, Andrew Lim, the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI-10), July 11–15, 2010 in Atlanta, Georgia, USA).

发表或接受的中文期刊论文

1. 相容性约束的车辆路径问题及其混合蚁群算法,余良,秦虎*,重庆师范大学学报(自然科学版),2018年,第35卷,第2期,页码1-9。

2. 禁忌搜索算法求解带时间窗和多配送人员的车辆路径问,苏欣欣,秦虎*,王恺,重庆师范大学学报(自然科学版),2020年,第37卷,第1期,页码22-30。

课程讲授


1. 本科生课程《运筹学I》

2. 学术型硕士生课程《最优化理论与方法》,《运筹学II》

3. MBA课程《优化方法企业实践》

4. 博士生课程《管理优化决策》




发表日期:2020/12/9  浏览次数:2067
    关注分享:

版权所有@2017-2030   鄂ICP备2021018714号-1  武汉云筹优化科技有限公司   电话:18672919570  地址:武汉市高新大道999号未来科技城C2栋602室

截屏,微信识别二维码

微信号:qchen2012

(点击微信号复制,添加好友)

  打开微信