Symbiotic effect: A guideline for network modeling

doi:10.1209/0295-5075/87/68002

	Symbiotic effect: A guideline for network modeling
	Zhang, Guo-Qing 1,2; Zhang, Guo-Qiang 1; Cheng, Su-Qi 1,2; Zhou, Tao 3
	2009-09-01
发表期刊	EPL
ISSN	0295-5075
卷号	87 期号:6 页码:5
摘要	Creating representative evolving model for a given real network is a challenging task because to capture the mechanism underlying the evolution is not easy. A widely accepted method is to make variants of the Barabasi-Albert (BA) model. However, whether this approach can guarantee the establishment of accurate evolving models for real networks remains unknown, and even worse, it lacks the way to help make such a judgment. This letter reports the symbiotic effect which can be treated as a criterion telling whether it is reasonable to develop such variants. Different real networks can show either strong or weak symbiotic effects, while all the networks generated by well-known stochastic evolving models that belong to the BA variants display strong symbiotic effect. Thus, a real network with a strong symbiotic effect indicates the reasonability and possibility to develop a BA variant, while a weak symbiotic effect strongly signals the hardness or even impossibility to reproduce the evolving procedure by using a variant of the BA model. Copyright (C) EPLA, 2009
DOI	10.1209/0295-5075/87/68002
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[60673168] ; National Natural Science Foundation of China[10635040] ; Hi-Tech Research and Development Program of China[2006AA01Z207] ; Hi-Tech Research and Development Program of China[2008AA01Z203] ; 973 Program[2006CB705500]
WOS研究方向	Physics
WOS类目	Physics, Multidisciplinary
WOS记录号	WOS:000270659600028
出版者	EPL ASSOCIATION, EUROPEAN PHYSICAL SOCIETY
引用统计	被引频次：3[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/11581
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zhang, Guo-Qing
作者单位	1.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Grad Univ, Beijing 100190, Peoples R China 3.Univ Sci & Technol China, Dept Modern Phys, Hefei 230026, Peoples R China
推荐引用方式 GB/T 7714	Zhang, Guo-Qing,Zhang, Guo-Qiang,Cheng, Su-Qi,et al. Symbiotic effect: A guideline for network modeling[J]. EPL,2009,87(6):5.
APA	Zhang, Guo-Qing,Zhang, Guo-Qiang,Cheng, Su-Qi,&Zhou, Tao.(2009).Symbiotic effect: A guideline for network modeling.EPL,87(6),5.
MLA	Zhang, Guo-Qing,et al."Symbiotic effect: A guideline for network modeling".EPL 87.6(2009):5.