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  • 标题:Adaptive exponential lag synchronization for neural networks with mixed delays via intermittent control
  • 本地全文:下载
  • 作者:Peipei Zhou ; Shuiming Cai
  • 期刊名称:Advances in Difference Equations
  • 印刷版ISSN:1687-1839
  • 电子版ISSN:1687-1847
  • 出版年度:2018
  • 卷号:2018
  • 期号:1
  • 页码:40
  • DOI:10.1186/s13662-018-1498-x
  • 语种:English
  • 出版社:Hindawi Publishing Corporation
  • 摘要:In this paper, the problem of exponential lag synchronization for a class of neural networks with mixed delays including discrete and distributed delays is investigated via adaptive intermittent control. Based on piecewise analytic method, some sufficient conditions for globally exponential lag synchronization are established through constructing a piecewise continuous auxiliary function. It is noted that both the control periods and the control widths in our adaptive intermittent control strategy are allowed to be nonidentical, which extends the scope of application of periodically intermittent control with fixed both control period and control width employed widely in previous works. Moreover, it is shown that the derived globally exponential lag synchronization criteria are related to the control rates rather than the control periods, which facilitates the choice of the control periods for practical problems. Finally, a numerical example is given to illustrate the correctness of the obtained theoretical results.
  • 关键词:exponential lag synchronization ; neural networks ; mixed delays ; nonperiodically intermittent control ; adaptive strategy
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