Nonlinear Dyn (2012) 69:1751–1764
DOI 10.1007/s11071-012-0383-5
ORIGINAL PAPER
Outer synchronization of complex networks with delay
via impulse
Wen Sun · Zhong Chen · Jinhu Lü · Shihua Chen
Received: 31 May 2011 / Accepted: 20 February 2012 / Published online: 16 March 2012
© Springer Science+Business Media B.V. 2012
Abstract Synchronization between the driving net-
work and the responding network (outer synchroniza-
tion) has attracted increasing attention from various
fields of science and engineering. In this paper, we ad-
dress outer synchronization of complex networks with
delays. Both the cases of coupling delay and node de-
lay are considered. Employing the impulsive control
method which is simple, efficient, low cost, and easy
to implement in practical applications, we obtain some
sufficient conditions of outer synchronization. It in-
dicates that outer synchronization can be achieved if
the maximal impulsive intervals are less than a critical
value. Numerical simulations are also given to demon-
strate the effectiveness of the proposed impulsive con-
trol scheme.
Keywords Complex network · Outer
synchronization · Impulsive control · Comparison
theorem
W. Sun ( ) · Z. Chen
School of Information and Mathematics, Yangtze
University, Jingzhou 434023, P.R. China
e-mail: sunwen_2201@163.com
W. Sun · J. Lü
Institute of Systems Science Academy of Mathematics
and Systems Science, Chinese Academy of Sciences,
Beijing 100190, P.R. China
S. Chen
College of Mathematics and Statistics, Wuhan University,
Wuhan 430072, P.R. China
1 Introduction
Many large-scale and complicated systems in na-
ture and society can be modeled as complex net-
works, where nodes are the elements of the sys-
tems and edges represent the interactions between
them [1]. Complex networks with the well-known
small-world property [2] and scale-free property [3]
have been received much attention from researchers
across a variety of disciplines including physics, soci-
ology, biology, mathematics, engineering science, and
so on.
As one of the basic characteristics of a dynami-
cal network, complete synchronization inside a net-
work which named “inner synchronization” is a hot
topic ranging from physical to chemical, biologi-
cal, information technology, mathematical, and even
to social sciences [3–6]. Moreover, another type of
synchronization inside a network: antisynchroniza-
tion (AS) characterized by the vanishing of the sum
of relevant variables has been investigated exten-
sively [7–13].
It is noted that in the practical cases time delays are
caused by finite signal transmission speeds or memory
effects, and often encountered in various complex net-
works, such as communication networks, neural net-
works, and metabolic networks, in either the state vari-
ables or the coupling coefficients. For example, a dis-
tributed computer network, in which time delays in
dynamical nodes represent computing time and cou-
pling delays represent communication delays. Ignor-