郑明文

作者:
来源:数学与统计学院
发布时间:2021-07-25
阅览次数:1085


 

数学与统计学院导师基本信息

 


 

郑明文

性别

出生

年月

19805


学历/学位

博士

职称/职务

副教授

电子邮箱

sdlgzmw@sdut.edu.cn

研究方向

神经网络稳定性与控制、非线性动力学、压缩感知、ESN

 

发表SCI学术论文30余篇,其中第一作者或通讯作者15篇,代表性论文如下:

1 Mingwen Zheng, Lixiang Li*, Haipeng Peng, Jinghua Xiao, Yixian   Yang, Hui Zhao,Jingfeng Ren. Finite-time synchronization of complex dynamical   networks with multi-links via intermittent controls[J]. European Physical   Journal B, 2016, 89(2):1-12.

2 Mingwen Zheng, Lixiang Li*, Haipeng Peng, Jinghua Xiao, Yixian   Yang, Hui Zhao. Finite-time stability analysis for neutral-type neural   networks with hybrid time-varying delays without using Lyapunov method[J].   Neurocomputing, 2017, 238(C):67-75.

3 Mingwen Zheng, Lixiang Li*, Haipeng Peng, Jinghua Xiao, Yixian   Yang, Hui Zhao. Finite-time stability and synchronization for memristor-based   fractional-order Cohen-Grossberg neural network[J]. European Physical Journal   B, 2016, 89(9):204.

4.Mingwen Zheng, Lixiang Li*, Haipeng Peng, Jinghua Xiao, Yixian   Yang, Hui Zhao. Parameters estimation and synchronization of uncertain   coupling recurrent dynamical neural networks with time-varying delays based   on adaptive control. Neural Computing and Applications 30.7 (2018):   2217-2227.

5.Mingwen Zheng, Lixiang Li*, Haipeng Peng, Jinghua Xiao, Yixian   Yang, Hui Zhao. Finite-time projective synchronization of memristor-based   delay fractional-order neural networks[J]. Nonlinear Dynamics, 2017,   89(4):2641-2655.

6.Mingwen Zheng, Lixiang Li*, Haipeng Peng, Jinghua Xiao, Yixian   Yang, Yanping Zhang, Hui Zhao. Finite-time stability and synchronization of   memristor-based fractional-order fuzzy cellular neural   networks[J].Communications in Nonlinear Science and Numerical Simulation, 59   (2018) 272291.

7.Mingwen Zheng, Zeming Wang, Lixiang Li*, Haipeng Peng, Jinghua   Xiao, Yixian Yang, Yanping Zhang, Cuicui Feng. Finite-time generalized   projective lag synchronization criteria for neutral-type neural networks with   delay [J]. Chaos, Solitons & Fractals, 2018,107, 195203 2.2138.Mingwen Zheng, Lixiang Li, Haipeng Peng, Jinghua XiaoY, Yixian   Yang, Yanping Zhang, Hui Zhao, Globally Fixed-time Synchronization of Coupled   Neutral-type Neural Network with Mixed Time-varying Delays[J], PloS one,   2018, 13(1): e0191473.

9.Mingwen Zheng, Lixiang Li,Haipeng Peng, Jinghua Xiao,Yixian   Yang, Yanping Zhang, Hui Zhao. General decay synchronization of complex   multi-links time-varying dynamic network[J]. Communications in Nonlinear   Science and Numerical Simulation, 2019, 67: 108-123.

10 .Mingwen Zheng, Lixiang Li,Haipeng Peng, Jinghua Xiao,Yixian   Yang, Yanping Zhang, Hui Zhao. Fixed-time synchronization of memristor-based   fuzzy cellular neural network with time-varying delay[J]. Journal of the   Franklin Institute, 2018, 355(14): 6780-6809.

11.Yanping Zhang, Lixiang Li,Haipeng Peng, Jinghua Xiao,Yixian   Yang, Mingwen Zheng*, Hui Zhao. Finitetime synchronization   for memristorbased BAM neural networks   with stochastic perturbations and timevarying delays[J].   International Journal of Robust and Nonlinear Control, 2018, 28(16):   5118-5139.

12. Zhongfeng Niu, Mingwen Zheng*, Yanping Zhang, Tianzhen Wang.   A New Asymmetrical Encryption Algorithm based on Semi-Tensor Compressed   Sensing in WBANs[J]. IEEE Internet of Things Journal, 2020,1(7):734-750.

13. Hao Zhang, Mingwen Zheng*, Yanping Zhang, Xiao Yu, Wenchao   Li, Hui Gao. Application of ESN Prediction Model Based on Compressed Sensing   in Stock Market[J]. Communications in Nonlinear Science and Numerical   Simulation, 2021101: 105857.

14. Xilong Qu, Yanping Zhang, Yanxin Wei, Zhengjun Wei, Mingwen   Zheng*. Finitetime parameter   identification of fractionalorder uncertain   coupling recurrent neural networks based on synchronization[J]. Mathematical   Methods in the Applied Sciences, 2021.

15. Peifei Guo, Zhenying Liang, Xi Wang, Mingwen Zheng. Adaptive   trajectory tracking of wheeled mobile robot based on fixed-time convergence   with uncalibrated camera parameters[J]. ISA transactions, 2020, 99: 1-8.

代表性

论著

 

科研项目

主持博士创新基金、企业横向课题、军工项目各一项,参与国家重点研发计划项目1项,国家自然科学基金面上项目1项,参与山东省自然科学基金面上项目2项。

1、军工项目-前沿科技创新专项:基于XXX工具研究,2021.12-2022.1221

2、国家自然科学基金面上项目:三维高频无限声场模拟的边界元法研究121722012022.1-2025.1272

3、山东省自然科学基金面上项目:复杂不确定机器人链式时滞系统的固定时间轨迹跟踪控制,ZR2021MF0722022.1-2024.1273

4、山东省自然科学基金面上项目:基于Arnold 随机动力系统理论的梁/薄板动力学全局分析,ZR2020MA0542021.1-2023.1273

5、国家重点研发计划子课题:区块链系统脆弱性发现和利用技术2020YFB100570464

6、山东理工大学科技博士启动基金 418048,主持

科研奖励

荣誉称号

学术兼职

NDCNSNSTCBTNNLSFITII等多个SCI期刊审稿人

其他

 

 


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