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 language | English |
|---|---|
| Pages (from-to) | 557-575 |
| Number of pages | 19 |
| Journal | Neural Processing Letters |
| Volume | 48 |
| Issue number | 1 |
| DOIs | |
| State | Published - 1 Aug 2018 |
| Externally published | Yes |
Keywords
- Average impulsive interval
- Heterogeneous impulses
- Partial coupling
- Quasi-synchronization
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