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Synchronization of Heterogeneous Partially Coupled Networks with Heterogeneous Impulses

  • Yaqi Wang
  • , Jianquan Lu
  • , Jungang Lou
  • , Chengdan Ding
  • , Fuad E. Alsaadi
  • , Tasawar Hayat
  • Southeast University, Nanjing
  • King Abdulaziz University
  • Huzhou University
  • Faculty of Engineering, King Abdulaziz University
  • Faculty of Sciences, King Abdulaziz University
  • Quaid-I-Azam University

Research output: Contribution to journalArticlepeer-review

10 Scopus citations

Abstract

This paper discusses quasi-synchronization problem in an array of heterogeneous partially coupled dynamical networks. At first, based on the Lyapunov stability theorem and the comparison principle, sufficient quasi-synchronization criteria are presented such that the proposed heterogeneous partially coupled dynamical networks with heterogeneous impulses can be synchronized within a nonzero error bound. Then, by taking a specific matrix function, we obtain some lower-dimensional inequalities, which are easy to be verified. Moreover, we propose the design method of controllers under a given error bound and study the optimization problem for the error bound. Finally, a numerical example is provided to illustrate the efficiency of the obtained results.

Original languageEnglish
Pages (from-to)557-575
Number of pages19
JournalNeural Processing Letters
Volume48
Issue number1
DOIs
StatePublished - 1 Aug 2018
Externally publishedYes

Keywords

  • Average impulsive interval
  • Heterogeneous impulses
  • Partial coupling
  • Quasi-synchronization

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