Structure identification and adaptive synchronization of uncertain general complex dynamical networks

Yuhua Xu; Wuneng Zhou; Jian'an Fang; Hongqian Lu

doi:10.1016/j.physleta.2009.10.079

Structure identification and adaptive synchronization of uncertain general complex dynamical networks

Yuhua Xu
, Wuneng Zhou^*
, Jian'an Fang
, Hongqian Lu

^*Corresponding author for this work

Donghua University
Hanjiang Normal University
Qilu University of Technology

Research output: Contribution to journal › Article › peer-review

47 Scopus citations

Abstract

This Letter proposes an approach to identify the topological structure and unknown parameters for uncertain general complex networks simultaneously. By designing effective adaptive controllers, we achieve synchronization between two complex networks. The unknown network topological structure and system parameters of uncertain general complex dynamical networks are identified simultaneously in the process of synchronization. Several useful criteria for synchronization are given. Finally, an illustrative example is presented to demonstrate the application of the theoretical results.

Original language	English
Pages (from-to)	272-278
Number of pages	7
Journal	Physics Letters, Section A: General, Atomic and Solid State Physics
Volume	374
Issue number	2
DOIs	https://doi.org/10.1016/j.physleta.2009.10.079
State	Published - 28 Dec 2009
Externally published	Yes

Keywords

Complex networks
Parameters estimation
Structure identification
Synchronization

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10.1016/j.physleta.2009.10.079

Cite this

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abstract = "This Letter proposes an approach to identify the topological structure and unknown parameters for uncertain general complex networks simultaneously. By designing effective adaptive controllers, we achieve synchronization between two complex networks. The unknown network topological structure and system parameters of uncertain general complex dynamical networks are identified simultaneously in the process of synchronization. Several useful criteria for synchronization are given. Finally, an illustrative example is presented to demonstrate the application of the theoretical results.",

keywords = "Complex networks, Parameters estimation, Structure identification, Synchronization",

author = "Yuhua Xu and Wuneng Zhou and Jian'an Fang and Hongqian Lu",

year = "2009",

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doi = "10.1016/j.physleta.2009.10.079",

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AU - Xu, Yuhua

AU - Zhou, Wuneng

AU - Fang, Jian'an

AU - Lu, Hongqian

PY - 2009/12/28

Y1 - 2009/12/28

N2 - This Letter proposes an approach to identify the topological structure and unknown parameters for uncertain general complex networks simultaneously. By designing effective adaptive controllers, we achieve synchronization between two complex networks. The unknown network topological structure and system parameters of uncertain general complex dynamical networks are identified simultaneously in the process of synchronization. Several useful criteria for synchronization are given. Finally, an illustrative example is presented to demonstrate the application of the theoretical results.

AB - This Letter proposes an approach to identify the topological structure and unknown parameters for uncertain general complex networks simultaneously. By designing effective adaptive controllers, we achieve synchronization between two complex networks. The unknown network topological structure and system parameters of uncertain general complex dynamical networks are identified simultaneously in the process of synchronization. Several useful criteria for synchronization are given. Finally, an illustrative example is presented to demonstrate the application of the theoretical results.

KW - Complex networks

KW - Parameters estimation

KW - Structure identification

KW - Synchronization

UR - https://www.scopus.com/pages/publications/71849103324

U2 - 10.1016/j.physleta.2009.10.079

DO - 10.1016/j.physleta.2009.10.079

M3 - 文章

AN - SCOPUS:71849103324

SN - 0375-9601

VL - 374

SP - 272

EP - 278

JO - Physics Letters, Section A: General, Atomic and Solid State Physics

JF - Physics Letters, Section A: General, Atomic and Solid State Physics

IS - 2

ER -

Structure identification and adaptive synchronization of uncertain general complex dynamical networks

Abstract

Keywords

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