CONSTRUCTING SCALE-FREE NETWORKS WITH A GIVEN CLUSTER COEFFICIENT

被引：1

作者：

Ariapour, Mohammad ^{[1
]}

Oskoee, Ehsan Nedaaee ^{[1
]}

机构：

[1] IASBS, Gava Zang 4513766731, Zanjan, Iran

来源：

INTERNATIONAL JOURNAL OF MODERN PHYSICS C | 2013年 / 24卷 / 02期

关键词：

Complex networks; scale-free networks; clustering; global efficiency; EVOLUTION;

D O I：

10.1142/S0129183113500034

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

We introduce a new generation rule for local thresholding in scale-free networks based on the nodes' degree. The resulting networks are disassortative with a hierarchical structure. There is, however, a subnet of the nodes, which we call the active nodes, which is neither disassortative nor has such a structure. It is shown that networks with a wide range of cluster coefficients, ranging from very small to close to unity and with scaling exponent from 2.5 to 4 are generated by the new method, which mimic some important real-world networks.

引用

收藏

页数：14

相关论文

共 32 条

[11] Scale-free networks from varying vertex intrinsic fitness -: art. no. 258702 [J].

Caldarelli, G ;

Capocci, A ;

De Los Rios, P ;

Muñoz, MA .

PHYSICAL REVIEW LETTERS, 2002, 89 (25)

[12] Breakdown of the internet under intentional attack [J].

Cohen, R ;

Erez, K ;

ben-Avraham, D ;

Havlin, S .

PHYSICAL REVIEW LETTERS, 2001, 86 (16) :3682-3685

[13] The role of the airline transportation network in the prediction and predictability of global epidemics [J].

Colizza, V ;

Barrat, A ;

Barthélemy, M ;

Vespignani, A .

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (07) :2015-2020

[14] Evolution of networks [J].

Dorogovtsev, SN ;

Mendes, JFF .

ADVANCES IN PHYSICS, 2002, 51 (04) :1079-1187

[15] Scaling properties of scale-free evolving networks: Continuous approach [J].

Dorogovtsev, S.N. ;

Mendes, J.F.F. .

Physical Review E - Statistical, Nonlinear, and Soft Matter Physics, 2001, 63 (5 II) :561251-561251

[16] Scale-free brain functional networks -: art. no. 018102 [J].

Eguíluz, VM ;

Chialvo, DR ;

Cecchi, GA ;

Baliki, M ;

Apkarian, AV .

PHYSICAL REVIEW LETTERS, 2005, 94 (01)

[17]

Erdos P., 1959, PUBL MATH-DEBRECEN, V6, P290, DOI DOI 10.5486/PMD.1959.6.3-4.12

[18] Scale-free networks from self-organization -: art. no. 026138 [J].

Evans, TS ;

Saramäki, JP .

PHYSICAL REVIEW E, 2005, 72 (02)

[19] From scale-free to Erdos-Renyi networks [J].

Gomez-Gardenes, Jesus ;

Moreno, Yamir .

PHYSICAL REVIEW E, 2006, 73 (05)

[20] Accessibility of information on the web [J].

Lawrence, S ;

Giles, CL .

NATURE, 1999, 400 (6740) :107-109

← 1 2 3 4 →