基本信息

姓名 田娜 出生年月 1983年3月
性别 女 所属学科 教育技术学
职称 副教授 最高学历/学位 研究生/博士
研究方向：机器学习，教育数据挖掘 访学/海外经历：2008/09-2012/02 英国格林威治大学 攻读博士学位 主讲课程：程序设计基础C，数据结构，Java程序设计


主持项目
1.2010-江苏省人力资源与保障厅 -群体智能算法在船型设计自动化中的应用研究—5万元； 2.2008—上海奥兰托--网络数据库系统体系结构研究和平台软件集成开发—8万； 3.2012—无锡圣马科技--基于智慧车间控制系统设计—10万；


代表性论文
1.*Na Tian, J. Sun, W.B. Xu and C.-H. Lai, An improved quantum-behaved particle swarm optimization with perturbation operator and its application in estimating groundwater contaminant source, Inverse Problems in Science and Engineering, 19(2): 181-202, 2011. (10.1080/**.2010.531470)(SCI)； 2.*Na Tian, J. Sun,W.B. Xu and C.-H Lai, Estimation of unknown heat source function in inverse heat conduction problems using quantum-behaved particle swarm optimization, International Journal of Heat and Mass Transfer, 54(17-18): 4110-4116, 2011. (SCI) (AUG)； 3.*Na Tian, J. Sun, W.B. Xu and C.-H. Lai, Quantum-behaved particle swarm optimization with ring topology and its application in estimating temperature-dependent thermal conductivity, Numerical Heat Transfer, Part B: Fundamentals, 60(2): 73-95, 2011. (SCI)； 4.*Na Tian, W.B. Xu, J. Sun and C.-H. Lai, Estimation of heat flux in inverse heat conduction problems using quantum-behaved swarm optimization, Journal of Algorithms and Computational Technology, 4 (1): 25-46, 2010. (EI)； 5.*Na Tian, Choi-Hong Lai, Parallel quantum-behaved particle swarm optimization, International Journal of Machine Learning and Cybernetics. 5(2), 309-318, 2014 April. (SCI) (DOI 10.1007/s13042-013-0168-2)； 6.*Na Tian, Longchao Zhu, Choi-Hong Lai, Estimation of heat transfer coefficient in inverse heat conduction problem using quantum-behaved particle swarm optimization with Tikhonov regularization, Journal of Algorithm and Computational Technology, 8(2), 233-248, 2014 May. (EI)； 7.*Na Tian, Zhicheng Ji, Choi-Hong Lai, Simultaneous estimation of nonlinear parameters in parabolic partial differential equation using quantum-behaved particle swarm optimization with Gaussian mutation, International Journal of Machine Learning and Cybernetics, 6(2), 307-318, 2015 April. (SCI)； 8.*Na Tian,Identification of boundary shape using a hybrid approach, International Journal of Machine Learning and Cybernetics, 6(3), 385-397, 2015 June. (DOI: 10.1007/s13042-014-0266-9). (SCI)； 9.*Na Tian, Zhicheng Ji, Pareto-ranking based quantum-behaved particle swarm optimization for multiobjective optimization, Mathematical Problems in Engineering. 2015, 1-10, (SCI0.762)； 10.*Na Tian, Meng Wang, Yan Gu, An improved binary particle swarm optimization for 0-1 knapsack problem, ICIC Express Letters, 10(8):1987-1994, 2016 August. (EI)；


专著编著
无


获奖情况
无


社会学术兼职
无


联系方式
电子邮箱：tianna@jiangnan.edu.cn 办公地点：江南大学人文学院田家炳楼504室


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