Global Synchronization of Neutral-Type Stochastic Delayed Complex Networks

Title
Global Synchronization of Neutral-Type Stochastic Delayed Complex Networks
Author(s)
박주현Y. Zhang[Y. Zhang]B. Song[B. Song]Z.G. Wu[Z.G. Wu]
Keywords
DEPENDENT EXPONENTIAL STABILITY; HOPFIELD NEURAL-NETWORKS; TIME-VARYING DELAYS; DYNAMICAL NETWORKS; ROBUST STABILITY; COUPLING DELAYS; SYSTEMS; CRITERIA; ARRAYS; MODEL
Issue Date
201212
Publisher
HINDAWI PUBLISHING CORPORATION
Citation
ABSTRACT AND APPLIED ANALYSIS
Abstract
This paper is concerned with the delay-dependent synchronization criterion for neutral-type stochastic delayed complex networks. Firstly, expectations of stochastic crossterms containing the Ito integral are investigated. In fact, for stochastic delay systems, if we want to obtain the delay-dependent condition with less conservatism, how to deal with expectations of stochastic cross terms properly is of vital importance, and many existing results did not deal with expectations of these stochastic cross terms correctly. Then, based on this, this paper establishes a novel delay-dependent synchronization criterion for neutral-type stochastic delayed complex networks. In the derivation process, the mathematical development avoids bounding stochastic cross terms. Thus, this method shows less conservatism. Finally, a numerical example is provided to demonstrate the effectiveness of the proposed approach.
URI
http://hdl.handle.net/YU.REPOSITORY/26845http://dx.doi.org/10.1155/2012/631932
ISSN
1085-3375
Appears in Collections:
공과대학 > 전기공학과 > Articles
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