出生年月 1983年3月 性别
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. (10.1080/17415977.2010.531470)(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

获奖情况

社会学术兼职

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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