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管理科学与信息管理系 副教授 办公室:博学楼618 电话:68514618 | |
教师简介 | 1983年4月出生,博士,副教授,硕士生导师。商务数据实验室负责人。美国运筹与管理科学学会(INFORMS)会员、电气与电子工程师协会(IEEE)会员,中国系统工程学会会员、中国运筹学会会员、江苏省人工智能学会(筹)会员。 教育背景: 2005年09月—2011年06月 中国科学技术大学 管理科学与工程(商务智能) 博士学位 2009年09月—2010年09月 美国田纳西大学 工业与系统工程 博士联合培养 2001年09月—2005年06月 安徽医科大学 公共事业管理 学士学位
工作经历: 2014年07月—至今 河海大学 管理科学与信息管理系 副教授 2011年09月—2014年06月 中国科学技术大学 中科大-英国伯明翰大学联合研究所 博士后 2008年07月—2008年09月 香港城市大学商学院 管理科学系 研究助理 |
研究成果 |
现长期致力于数据挖掘、商务大数据分析、智能优化决策、智慧物流与供应链等领域的研究工作,注重理论研究的同时关注源于社会实践的管理科学问题。主持包括国家自然科学基金青年基金、中国博士后面上资助和中国博士后特别资助等国家级科研项目。作为青年骨干参与国家自然科学基金面上、重点、重大、创新群体在内的多项国家级项目。目前,已在国内外核心期刊和会议上发表论文二十余篇,并担任IJPE,COR,IJPR等多个国际知名期刊的审稿人。 欢迎来自管理、数学、计算机等相关专业的优秀学生加入我们的研究团队,提供良好学习研究氛围。优先考虑基础扎实、具备一定定量分析能力;或对数据/优化科学有浓厚兴趣富有主动学习精神的同学。
部分项目: 1.长安民生住久物流有限公司 "智能配载与线路优化系统” 2.中央高校基本科研业务费 "面向绿色制造的批调度优化算法研究" 3.国家自然科学基金青年基金 "考虑能源效率的批调度问题研究与算法设计" 4.中国博士后科学基金特别资助 "绿色制造:节能批调度优化理论及方法研究" 5.中国博士后科学基金面上资助 "流水车间环境下的批调度问题研究和算法设计" 部分发表论文: 期刊论文: 1. Rui Xu, Huaping Chen, Xinle Liang, Huimin Wang. Priority-ased constructive algorithms for scheduling agile earth observation satellites with total priority maximization. Expert systems with applications: 2016, 51(1):195-206. (SCI 检索) 2. Rui Xu, Huaping Chen, Xueping Li. A bi-objective scheduling problem on batch machines via a Pareto-based ant colony system. International Journal of Production Economics: 2013, 145(1): 371-386. (SCI检索) 3. Rui Xu, Huaping Chen, Xueping Li. Makespan minimization on single batch-processing machine via ant colony optimization. Computers & Operations Research: 2012, 39(3): 582-593. (SCI检索) 4. Xinle Liang, Huaping Chen, Rui Xu*. Approximately optimal algorithms for scheduling a single machine with general convex resource functions. International Journal of Computer Integrated Manufacturing. Accepted.(SCI检索) 5. Shengchao Zhou,Huaping Chen, Rui Xu*, Xueping Li. Minimising makespan on a single batch processing machine with dynamic job arrivals and non-identical job sizes. International Journal of Production Research:2014, 52(8): 2258-2274.(SCI检索) 6. Huaping Chen, Shengchao Zhou, Xueping Li, Rui Xu. A hybrid differential evolution algorithm for a two-stage flow shop on batch processing machines with arbitrary release times and blocking. International Journal of Production Research: 2014,52(19): 5714-5734. (SCI检索) 7. Hao Shao, Feng Tao, Rui Xu. Transfer active learning by querying committee. Journal of Zhejiang University-Science C: 2014, 15(2):107-118. (SCI检索) 8. Hao Shao, Rui Xu, Feng Tao, Huaping Chen. A survey of two-dimensional scheduling. International Journal of ManufacturingResearch: 2014,9(2):194-222. (EI 检索) 会议论文: 会议论文: 14. Rui Xu, Huaping Chen, Hao Shao. An Effective Ant Colony Approach for Scheduling Parallel Batch - Processing Machines, 14th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2013, Oct.,2013 Page(s): 471-478, Hefei. (EI检索) 15. Yaxiong Cai, Huaping Chen, Rui Xu*, et al. An Estimation of Distribution Algorithm for the 3D Bin Packing Problem with Various Bin Sizes, 14th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2013, Oct.,2013 Page(s): 401-408, Hefei. (EI检索) 16. Hao Shao, Rui Xu, Feng Tao. Gaussian Process for Transfer Learning through Minimum Encoding, 14th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2013, Oct.,2013 Page(s): 384-391, Hefei. (EI检索) 17. Xinle Liang, Huaping Chen, Rui Xu*, et al. Resource consumption minimization of scheduling on single serial batch-processing machine.Proceedings of the 2013 Industrial and Systems Engineering Research Conference, ISERC 2013, May,2013 Page(s): 2944-2951,Puerto Rico. ( ProQuest 检索) 18. Zhongya Li, Huaping Chen, Rui Xu*, et al. Earliness-Tardiness minimization on scheduling a batch processing machine.Proceedings of the 2013 Industrial and Systems Engineering Research Conference, ISERC 2013, May,2013 Page(s): 2745-2754,Puerto Rico. ( ProQuest 检索) 19. Shengchao Zhou, Huaping Chen, Rui Xu*, et al. Makespan Minimization on a Single Batch Processing Machine.Proceedings of the 2013 Industrial and Systems Engineering Research Conference, ISERC 2013, May,2013 Page(s): 2971-2978,Puerto Rico. ( ProQuest检索) 20. Rui Xu, Huaping Chen, Hao Shao. Minimizing the total completion time on a single batch processing machine with non-identical job sizes using ant colony optimization. The 3rd IEEE Conference on Industrial Electronic and Applications, June, 2008 Page(s): 2211-2215, Singapore. (EI 检索) 21. Rui Xu, Huaping Chen, Junhong Zhu, Hao Shao. A hybrid ant colony optimization to minimize the total completion time on a single batch processing machine with non-identical job sizes. The 4th International Conference on Natural Computation, Oct.,2008, Page(s): 439-443, Jinan,China. (EI 检索) 部分期刊审稿人: International Journal of Production Economics Computers & Operations Research International Journal of Production Research Computers & Industrial Engineering Information Sciences IEEE Transactions on Systems, Man, and Cybernetics: Part C |
当前研究 |
数据挖掘、商务大数据分析与应用、智能优化决策、智慧物流与供应链管理 |
教授课程 | 博士:运筹与最优化 硕士:数据挖掘与机器学习;现代工业工程 本科:运筹学;统计学;生产运营管理 |