郑成德
学科、专业名称

数学


学 术 职 衔

硕士生导师
导 师 姓 名

郑成德
所获学位及单位

博士 大连理工大学
职 称

教授
工 作 部 门

理学院信息与计算科学教研室
联 系 电 话*

**
电 子 邮 箱*

**@163.com
研 究 方 向

神经网络稳定性
学习及工作经历
1. 1983.09-1987.06 吉林大学数学专业 本科学习

2. 1995.09-1998.03 大连理工大学计算数学专业 硕士研究生学习

3. 2000.03-2004.03 大连理工大学计算数学专业 博士研究生学习

4. 1987.07-1999.07 大连交通大学理学院 讲师

5. 1999.08-2004.07 大连交通大学理学院 副教授

6. 2004.08-今 大连交通大学理学院 教授
进修及访学经历
2006.10-2006.11 牛津大学访问
承担科研项目情况
1. 递归神经网络动力学行为若干问题研究，主持，国家自然科学基金，2013-2016，60万；
申请专利情况

近五年发表论文、著作情况
1. Zheng Cheng-De, Zhang Huaguang, Wang Zhanshan,

Novel delay-dependent criteria for global robust exponential stability of delayed cellular neural networks with norm-bounded uncertainties,

Neurocomputing 2009,72(7-9)1744-1754. （SCI, EI收录）

2. Zheng Cheng-De, Zhang Huaguang, Wang Zhanshan,

Comments on “Exponential stability analysis for uncertain neural networks with interval time varying delays” and “New delay-dependent robust stability criterion for uncertain neural networks with time-varying delays”,

Applied Mathematics and Computation 2009,214(2)648. （SCI, EI收录）

3. Zheng Cheng-De, Zhang Huaguang, Wang Zhanshan,

New delay-dependent global exponential stability criterion for cellular-type neural networks with time-varying delays,

IEEE Transactions on Circuits and Systems-II: Express Briefs, 2009,56(3)250-254. （SCI, EI收录）

4. Zheng Cheng-De, Zhang Huaguang, Wang Zhanshan,

Delay-dependent globally exponential stability criteria for delayed static neural networks: an LMI Approach,

IEEE Transactions on Circuits and Systems-II: Express Briefs, 2009,56(7)605-609. （SCI, EI收录）

5. Zheng Cheng-De, Lu Lai-Bing, Wang Zhanshan,

New LMI-based delay-dependent criterion for global asymptotic stability of cellular neural networks,

Neurocomputing 2009,72(13-15)3331-3336. （SCI, EI收录）

6. Zheng Cheng-De, Zhang Huaguang, Wang Zhanshan,

Improved robust stability criteria for delayed cellular neural networks via LMI approach,

IEEE Transactions on Circuits and Systems-II: Express Briefs, 2010,57(1)41-45. （SCI, EI收录）

7. Zheng Cheng-De, Zhang Huaguang, Wang Zhanshan,

An augmented LKF approach involving derivative information of both state and delay, IEEE Transactions on Neural Networks, 2010,21(7)1100-1109. （SCI, EI收录）(1区, 影响因子 3.766)

8. Zheng Cheng-De, Jing Xiao-Ting, Wang Zhanshan, Feng Jian,

Further results for robust stability of cellular neural networks with linear fractional uncertainty,

Communications in Nonlinear Science and Numerical Simulation, 2010,15(10) 3046-3057. （SCI, EI收录）

9. Zheng Cheng-De, Zhang Huaguang, Wang Zhanshan,

Novel exponential stability criteria of high-order neural networks with time-varying delays,

IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, 2011,41(2)486-496. （SCI, EI收录）

10. Zheng Cheng-De,

Comments on “Global stability analysis of interval neural networks with discrete and distributed delays of neutral type”,

Expert Systems with Applications, 2011,38(3)2912. （SCI, EI收录）

11. Zheng Cheng-De, Ma Mingming, Wang Zhanshan,

Less conservative results of state estimation for delayed neural networks with fewer LMI variables,

Neurocomputing 2011,74(6)974-982. （SCI, EI收录）

12. Zheng Cheng-De, Shan Qi-He, Wang Zhanshan,

Novel stability criterion for cellular neural networks: An improved Gu’s discretized LKF approach,

Journal of the Franklin Institute, 2012,349(1)25-41. （SCI, EI收录）

13. Zheng Cheng-De, Zhou Fujie, Wang Zhanshan,

Stochastic exponential synchronization of jumping chaotic neural networks with mixed delays,

Communications in Nonlinear Science and Numerical Simulation, 2012,17(3) 1273–1291. （SCI, EI收录）

14. Zheng Cheng-De, Shan Qi-He, Wang Zhanshan,

Novel stability criteria of Cohen-Grossberg neural networks with time-varying delays,

International Journal of Circuit Theory and Applications, 2012,40(3)221-235. （SCI,EI收录）

15. Zheng Cheng-De, Shan Qi-He, Wang Zhanshan,

Improved stability results for stochastic Cohen-Grossberg neural networks with discrete and distributed delays,

Neural Processing Letters, 2012,35(2)103-129. （SCI, EI收录）

16. Zheng Cheng-De, Li Jing-Wen, Wang Zhanshan,

New stability criteria for neutral-type Cohen-Grossberg neural networks with discrete and distributed delays,

International Journal of Computer Mathematics, 2012,89(4)443-466. （SCI收录）

17. Zheng Cheng-De, Gong Chao-Ke, Wang Zhanshan,

Adaptive stochastic robust convergence of neutral-type neural networks with markovian jump parameters,

Lecture Notes in Computer Science, vol. 7367, LNCS, PART I, p 352-360, 2012, Advances in Neural Networks, ISNN 2012 - 9th International Symposium on Neural Networks, Proceedings.（EI收录）

18. Zheng Cheng-De, Gong Chao-Ke, Wang Zhanshan,

Stability criteria for Cohen-Grossberg neural networks with mixed delays and inverse Lipschitz neuron activations,

Journal of the Franklin Institute, 2012,349(9)2903-2924 （SCI, EI收录）

19. Zheng Cheng-De, Zhang Huaguang, Wang Zhanshan,

New less conservative stability results for uncertain stochastic neural networks with fewer slack variables,

International Journal of Robust and Nonlinear Control, 2013, May 23(7)731-753 （SCI, EI收录）

20. Zheng Cheng-De, Gong Chao-Ke, Wang Zhanshan,

New delay-dependent exponential stability for discrete-time recurrent neural networks with mixed time-delays,

International Journal of Innovative Computing and Applications, 2013,5(2)65-75（EI收录）

21. Zheng Cheng-De, Shan Qi-He, Zhang Huaguang, Wang Zhanshan,

On stabilization of stochastic Cohen-Grossberg neural networks with mode-dependent mixed time-delays and Markovian switching,

IEEE Transactions on Neural Networks and Learning Systems, 2013,24(5)800-811（SCI, EI收录）(1区, 影响因子 3.766)

22. Zheng Cheng-De, Sun Ri-Ming, Wang Zhanshan,

Exponential stability for impulsive Cohen-Grossberg neural networks with time- varying delays and distributed delays,

International Journal of Intelligent Computing and Cybernetics, 2013,May 6(2)144-157 （EI收录）

23. Zheng Cheng-De, Lv Xixi, Wang Zhanshan,

Adaptive synchronization for stochastic Markovian jump neural networks with mode-dependent delays,

Lecture Notes in Computer Science, vol. 7952, LNCS, PART II, p 178-185, 2013, Advances in Neural Networks, ISNN 2013 - 10th International Symposium on Neural Networks, Proceedings.（EI收录）

24. Zheng Cheng-De, Wang Zhanshan,

Novel passivity criteria for neural networks with discrete and unbounded distributed time-varying delays,

International Journal of Computer Mathematics, 2013, Sept. 90(9)1782-1795（SCI, EI收录）

25. Zheng Cheng-De, Gong Chao-Ke, Wang Zhanshan,

New passivity conditions with fewer slack variables for uncertain neural networks with mixed delays,

Neurocomputing, 2013, Oct.118:237-244（SCI, EI收录）

26. Zheng Cheng-De, Qu Kun, Wang Zhanshan,

Robust convergence of Cohen-Grossberg neural networks with mode-dependent time-varying delays and Markovian jump,

Journal of the Franklin Institute, 2013,Oct.350(8)2166-2182（SCI, EI收录）

27. Zheng Cheng-De, Wang Yan, Wang Zhanshan,

Stability analysis of stochastic fuzzy Markovian jumping neural networks with leakage delay under impulsive perturbations，

Journal of the Franklin Institute, 2014,Mar.,351(3)1728-1755（SCI, EI收录）

28. Zheng Cheng-De, Wang Yan, Wang Zhanshan,

Global stability of fuzzy cellular neural networks with mixed delays and leakage delay under impulsive perturbations,

Circuits, Systems, and Signal Processing, 2014,Apr.,33(4)1067-1094 （SCI收录）

29. Zheng Cheng-De, Zhang Yue, Wang Zhanshan,

Stability analysis of stochastic reaction-diffusion neural networks with Markovian switching and time delays in the leakage terms,

International Journal of Machine Learning and Cybernetics,2014,5(1)3-12. （EI收录源刊）

30. Zheng Cheng-De, Xixi Lv, Wenlong Liang, Wang Zhanshan,

Robust stochastic convergence and stability of neutral-type neural networks with Markovian jump and mixed delays,

International Journal of Adaptive Control and Signal Processing, (in press)（SCI收录源刊,EI收录）

31. Zheng Cheng-De, Wang Yan, Wang Zhanshan,

New stability results of neutral-type neural networks with continuously distributed delays and impulses,

International Journal of Computer Mathematics, DOI:10.1080/**.2013.865727 （SCI收录源刊,EI收录）

32. Zheng Cheng-De, Zhang Huaguang, Wang Zhanshan,

Exponential synchronization of stochastic chaotic neural networks with mixed time delays and Markovian switching,

Neural Computing & Applications, DOI:10.1007/s00521-013-1507-7（SCI收录源刊,EI收录）

33. Zheng Cheng-De, Wenlong Liang, Wang Zhanshan,

Anti-synchronization of Markovian jumping stochastic chaotic neural networks with mixed time delays,

Circuits, Systems, and Signal Processing, DOI:10.1007/s00034-014-9773-x（SCI收录源刊）


获奖及个人荣誉
1．辽宁省普通高等学校优秀青年骨干教师，2006年

2．《数值计算方法》入选第二批省级十二五规划教材，主编，2014年

3．大连交通大学2012-2013年度先进个人标兵

4．大连交通大学2005-2006年度“三育人”先进个人标兵

5. 《线性代数》获2009年辽宁省普通高等学校省级精品教材，入选2010年第一批省级十二五规划教材，副主编

6．“精品”引领下的大学数学课程建设，辽宁省优秀教学成果二等奖（2012年），7/9
社会兼职情况
指导研究生情况
已指导毕业研究生人数

硕士：6
正在指导研究生人数

硕士：4
所指导研究生获奖情况

承担研究生课程名称

现代数学基础，最优化方法，高等数值分析