Adaptive Cluster Synchronization for Nondelayed and Delayed Coupling Complex Networks with Nonidentical Nodes

We focus on the cluster synchronization problem for a kind of general networks with nondelayed and delayed coupling. Based on the pinning control scheme, a small fraction of the nodes in each cluster are pinned for successful control, and the states of the whole dynamical networks can be globally fo...

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Main Authors: Ze Tang, Jianwen Feng
Format: Article
Language:English
Published: Wiley 2013-01-01
Series:Abstract and Applied Analysis
Online Access:http://dx.doi.org/10.1155/2013/946243
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author Ze Tang
Jianwen Feng
author_facet Ze Tang
Jianwen Feng
author_sort Ze Tang
collection DOAJ
description We focus on the cluster synchronization problem for a kind of general networks with nondelayed and delayed coupling. Based on the pinning control scheme, a small fraction of the nodes in each cluster are pinned for successful control, and the states of the whole dynamical networks can be globally forced to the objective cluster states. Sufficient conditions are derived to guarantee the realization of the cluster synchronization pattern for all initial values by means of the Lyapunov stability theorem and linear matrix inequalities (LMIs). By using the adaptive update law, relative smaller control gains are obtained, and hence the control cost can be substantially lower. Numerical simulations are also exploited to demonstrate the effectiveness and validity of the main result.
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institution Kabale University
issn 1085-3375
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language English
publishDate 2013-01-01
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series Abstract and Applied Analysis
spelling doaj-art-388e78df5b8a445ab8f5c9b313c728cd2025-02-03T06:44:37ZengWileyAbstract and Applied Analysis1085-33751687-04092013-01-01201310.1155/2013/946243946243Adaptive Cluster Synchronization for Nondelayed and Delayed Coupling Complex Networks with Nonidentical NodesZe Tang0Jianwen Feng1College of Mathematics and Computational Sciences, Shenzhen University, Shenzhen, Guangdong 518060, ChinaCollege of Mathematics and Computational Sciences, Shenzhen University, Shenzhen, Guangdong 518060, ChinaWe focus on the cluster synchronization problem for a kind of general networks with nondelayed and delayed coupling. Based on the pinning control scheme, a small fraction of the nodes in each cluster are pinned for successful control, and the states of the whole dynamical networks can be globally forced to the objective cluster states. Sufficient conditions are derived to guarantee the realization of the cluster synchronization pattern for all initial values by means of the Lyapunov stability theorem and linear matrix inequalities (LMIs). By using the adaptive update law, relative smaller control gains are obtained, and hence the control cost can be substantially lower. Numerical simulations are also exploited to demonstrate the effectiveness and validity of the main result.http://dx.doi.org/10.1155/2013/946243
spellingShingle Ze Tang
Jianwen Feng
Adaptive Cluster Synchronization for Nondelayed and Delayed Coupling Complex Networks with Nonidentical Nodes
Abstract and Applied Analysis
title Adaptive Cluster Synchronization for Nondelayed and Delayed Coupling Complex Networks with Nonidentical Nodes
title_full Adaptive Cluster Synchronization for Nondelayed and Delayed Coupling Complex Networks with Nonidentical Nodes
title_fullStr Adaptive Cluster Synchronization for Nondelayed and Delayed Coupling Complex Networks with Nonidentical Nodes
title_full_unstemmed Adaptive Cluster Synchronization for Nondelayed and Delayed Coupling Complex Networks with Nonidentical Nodes
title_short Adaptive Cluster Synchronization for Nondelayed and Delayed Coupling Complex Networks with Nonidentical Nodes
title_sort adaptive cluster synchronization for nondelayed and delayed coupling complex networks with nonidentical nodes
url http://dx.doi.org/10.1155/2013/946243
work_keys_str_mv AT zetang adaptiveclustersynchronizationfornondelayedanddelayedcouplingcomplexnetworkswithnonidenticalnodes
AT jianwenfeng adaptiveclustersynchronizationfornondelayedanddelayedcouplingcomplexnetworkswithnonidenticalnodes