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Shao, Zhen; Zhou, Haijun; Zhou, HJ , Chinese Acad Sci, Inst Theoret Phys, POB 2735, Beijing 100190, Peoples R China
Dynamics-driven evolution to structural heterogeneity in complex networks
Source PublicationPHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
KeywordTopology
AbstractThe mutual influence of dynamics and structure is a central issue in complex systems. In this paper we study by simulation slow evolution of network under the feedback of a local-majority-rule opinion process. If performance-enhancing local mutations have higher chances of getting integrated into its structure, the system can evolve into a highly heterogeneous small-world with a global hub (whose connectivity is proportional to the network size), strong local connection correlations and power-law-like degree distribution. Networks with better dynamical performance are achieved if structural evolution occurs much slower than the network dynamics. Structural heterogeneity of many biological and social dynamical systems may also be driven by various dynamics-structure coupling mechanisms. (C) 2008 Elsevier B.V. All rights reserved.
2009
ISSN0378-4371
Volume388Issue:4Pages:523-528
Subject AreaPhysics
Indexed BySCI
Funding OrganizationThe State Key Laboratory for Scientific and Engineering Computing, CAS, Beijing ; The State Key Laboratory for Scientific and Engineering Computing, CAS, Beijing ; The State Key Laboratory for Scientific and Engineering Computing, CAS, Beijing ; The State Key Laboratory for Scientific and Engineering Computing, CAS, Beijing
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Document Type期刊论文
Identifierhttp://ir.itp.ac.cn/handle/311006/5389
Collection理论物理所科研产出_SCI论文
Corresponding AuthorZhou, HJ , Chinese Acad Sci, Inst Theoret Phys, POB 2735, Beijing 100190, Peoples R China
Recommended Citation
GB/T 7714
Shao, Zhen,Zhou, Haijun,Zhou, HJ , Chinese Acad Sci, Inst Theoret Phys, POB 2735, Beijing 100190, Peoples R China. Dynamics-driven evolution to structural heterogeneity in complex networks[J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS,2009,388(4):523-528.
APA Shao, Zhen,Zhou, Haijun,&Zhou, HJ , Chinese Acad Sci, Inst Theoret Phys, POB 2735, Beijing 100190, Peoples R China.(2009).Dynamics-driven evolution to structural heterogeneity in complex networks.PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS,388(4),523-528.
MLA Shao, Zhen,et al."Dynamics-driven evolution to structural heterogeneity in complex networks".PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 388.4(2009):523-528.
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