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牛奔
管理科学系/系主任/教授(珠江学者、香江学者)
办公室电话:0755-26534283
Email:drniuben@gmail.com QQ:37592345
教师简介
科学研究
主讲课程
社会服务
媒体报道
所在系所 | 管理科学系 |
---|---|
现任职务 | 系主任、深圳大学交叉学科创新团队负责人 |
职称 | 教授 |
导师类型 | 博士生导师、硕士生导师 |
研究领域 | 大数据分析与处理、智能物流系统规划、金融工程与商务智能、群体智能理论与应用、图像处理、特征提取、人工智能 |
【个人简介】
牛奔,男,博士,教授、深圳大学博导、香港理工大学博导、亚历桑那州立大学客座教授,入职深圳大学以来长期从事智能管理领域研究工作,期间在美国亚历桑那州立大学、香港大学、香港理工大学、中国科学院、新西兰惠灵顿维多利亚大学等进行了访问研究。近年来,主持国家自然科学基金5项,发表相关学术论文100余篇,出版专著3部。入选国家香江学者计划、广东省珠江学者、广东省高等学校千百十人才省级培养对象,深圳市高层次专业人才;及海外高层次人才孔雀计划,担任深圳首届交叉创新团队负责人、首届荔园优青获得者。
【团队招聘】1、2018年本团队招聘助理教授1名(见深圳大学人事处网页:http://szuhr.szu.edu.cn/idxNewsView.asp?nID=523,应聘者请在应聘系统中选择“深圳大学交叉学科创新团队、广东省珠江学者团队专业教师”)、专职研究人员2名;2、长年招聘上述方向博士后、博士生,有兴趣者请将CV发送至:drniuben@gmail.com
学位 | 毕业院校 | 专业 | 毕业时间 |
---|---|---|---|
博士后 | 香港理工大学 | 工业工程 | 2015年2月 |
博士后 | 中国科学院合肥物质科学研究院 | 等离子体物理 | 2015年11月 |
开始时间 | 结束时间 | 工作单位 | 职务 |
---|---|---|---|
2015/12/1 | 至今 | 深圳大学 | 教授、博导 |
2016/6/1 | 至今 | 美国亚历桑那州立大学AMIIL Lab | Affiliated Professor |
2015/5/1 | 至今 | 香港理工大学 | 博士生导师 |
[1] Niu B*., Huang H.L., Tan L.J*., Duan Q.Q. Symbiosis-based Alternative Learning Multi-swarm Particle Swarm Optimization. IEEE/ACM Transactions on Computational Biology and Bioinformatics.2017, 14(1):4-14.
[2] Qin Y., Chan F.T.S., Chung S.H., Qu T., Niu B.* (通讯作者).Aircraft Parking Stand Allocation Problem with Safety Consideration for Independent Hangar Maintenance Service Provider. Computers&Operations Research. April 2017 (Online)
[3] Niu B*., Liu J., Wu T., Chu X., Wang Z.X., Liu Y.M. Coevolutionary Structure-Redesigned-BasedBacterial Foraging Optimization. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 9 Mar. 2017(Accepted, TCBBSI-2016-10-0384.R1)
[4] Wang H., Jing X.J.., Niu B*(通讯作者). A Discrete Bacterial Algorithm for Feature Selection in Classification of Microarray Gene Expression Cancer Data. Knowledge-Based Systems. 2017, 126: 8-19.
[5] Bapi Dutta , Felix T.S. Chan , Debashree Guha, Niu B*(通讯作者), J.H. Ruan Aggregation of Heterogeneously Related Information with Extended Geometric Bonferroni Mean and Its Application in Group Decision Making. Internal Journal of Intelligent System.Sep 8,2017(In press)
[6] Niu B., Wang H., Duan Q.Q., Li L. Biomimicry of Quorum Sensing Using Bacterial Lifecycle Model. BMC Bioinformatics. 2013, 14:S8. (Times Cited:7, Google Scholar)
[7] Niu B.*, Xie T., Tan L. J., Bi Y., et al. Swarm Intelligence Algorithms for Yard Truck Scheduling and Storage Allocation Problems. Neurocomputing. 2016, 188: 284–293.
[8] Niu B*., Duan Q.Q., Liu J., Tan L.J*., Liu Y.M. A Population-based Clustering Technique Using Particle Swarm Optimization and k-means. Natural Computing. 2017,16(1):45-59
[9] Niu B., Wang J.W. Wang H. Bacterial-inspired Algorithms for Solving Constrained Optimization Problems. Neurocomputing. 2015,148:54-62. (Times Cited: 11, Google Scholar)
[10] Niu B., Zhu Y.L., He X.X., Wu Q.H. MCPSO: A Multi-Swarm Cooperative Particle Swarm Optimizer. Applied Mathematics and Computation. 2007, 185 (2): 1050-1062. (Times Cited: 193, Google Scholar)
[11] Niu B., Chan F.T.S*., Xie T., Liu Y.M. Guided Chemotaxis Based Bacterial Colony Algorithm for Three-echelon Supply Chain Optimization. International Journal of Computer Integrated Manufacturing. 2017,30(2-3):305-319.
[12] Madaan J, Chan F.T.S.,Niu B. Strategies for Evaluating Performance of Flexibility in Product Recovery System. International Journal of Production Research. 2015:1-12.
[13] Wang H., Niu B*(通讯作者). A Novel Bacterial Algorithm with Randomness Control for Feature Selection in Classification. Neurocomputing. 2017,228: 176-186.
[14] Abdelrahman E.E., Chan F.T.S., Chung S.H., Niu B.* (通讯作者)., Wang X.P., Park W.Y. Heuristic Approaches for Operational Aircraft Maintenance Routing Problem with Maximum Flying Hours and Man-power Availability Considerations. Industrial Management & Data Systems. 2 Feb. 2017 (Accepted, IMDS-11-2016-0475.R1)
[15] Tan L.J., Wang H., Yang C*., Niu B*(共同通讯). A Multi-objective Optimization Method Based on Discrete Bacterial Alogorithm for Environmental/econnomic Power Dispatch. Natural Computing. DOI 10.1007/s11047-017-9620-7, Mar 24,2017.
[16] Niu B*., Liu J., Tan L.J. * Multi-swarm Cooperative Multi-objective Bacterial Foraging Optimization. International Journal of Bio-Inspired Computation. 2016. (http://www.inderscience.com/info/ingeneral/forthcoming.php?jcode=ijbic) (In press)
[17] Niu B., Wang H. Bacterial Colony Optimization. Discrete Dynamics in Nature and Society. 2012:1-28. (Times Cited: 60, Google Scholar)
[18] Liang J. J., Qu B. Y., Mao X. B., Niu B. (通讯作者).*, Wang D.Y. Differential Evolution Based on Fitness Euclidean-distance Ratio for Multimodal Optimization. Neurocomputing. 2014, 137:252-260.
[19] Niu B., Wang H. Wang J.W. Tan L.J. Multi-objective Bacterial Foraging Optimization. Neurocomputing. 2013, 116:336-345. (Times Cited:43, Google Scholar)
[20] Liu Y.M., Niu B. (通讯作者) An Improved PSO with Small-World Topology and Comprehensive Learning. International Journal of Swarm Intelligence Research. 2014, 5(2):13-28.
[21] Wang Z.X., Chan F. T., Chung S. H., Niu B*(通讯作者). Minimization of Delay and Travel Time of Yard Trucks in Container Terminals Using an Improved GA with Guidance Search. Mathematical Problems in Engineering. Article ID 710565, 2015:1-12. (Times Cited:7, Google Scholar)
[22] Ma L., Hu K., Zhu Y., Niu B.* (通讯作者), Chen H., He M. Discrete and Continuous Optimization Based on Hierarchical Artificial Bee Colony Optimizer. Journal of Applied Mathematics. 2014, 2014:1- 20. (Times Cited:7, Google Scholar)
[23] Niu B., Fan Y., Xiao H., Xue B. Bacterial Foraging-Based Approaches to Portfolio Optimization with Liquidity Risk. Neurocomputing. 2012, 98(3): 90-100. (Times Cited: 38, Google Scholar)
[24] He X.X*., Chen H.N., Niu B*(共同通讯)., Wang J. Root Growth Optimizer with Self-similar Propagation. Mathematical Problems in Engineering. 2015, Article ID 498626, 12 pages. http://www.hindawi.com/journals/mpe/aip/498626/
[25] Liu Y.M., Niu B., Luo Y.F. Hybrid Learning Particle Swarm Optimizer with Genetic Disturbance. Neurocomputing. 2015, 151: 1237-1247.
[26] Niu B., Chen Y.R., Tan L.J., Wang H., Li L. Discrete Artificial Bee Colony Algorithm for Low-Carbon Traveling Salesman Problem. Journal of Computational and Theoretical Nanoscience. 2012, 9(10):1766-1771. (Times Cited:3, Google Scholar)
[27] Gan X.B*., Wang Y., Kuang J.B., Niu B*. Emergency Vehicle Scheduling Problem with Time Utility in Disasters. Mathematical Problems in Engineering. Article ID 164194, 2014: 1-12. http://www.hindawi.com/journals/mpe/aa/164194/
[28] Niu B., Zhu Y.L., He X.X., Shen H., Wu Q.H. A Lifecycle Model for Simulating Bacterial Evolution. Neurocomputing. 2008, (72): 142-148. (Times Cited: 19, Google Scholar)
[29] Niu B., Zhu Y.L., He X.X., Shen H. A Multi-swarm Optimizer Based Fuzzy Modeling Approach for Dynamic Systems Processing. Neurocomputing. 2008, 71 (7-9): 1436-1448. (Times Cited: 42, Google Scholar)
课程 | 教学对象 |
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管理信息系统 | 本科生 |
优化理论与方法 | 硕士生 |
Optimization and Decision Making | 博士生 |
自然辩证法 | MPM |