Scale-free networks from varying vertex intrinsic fitness -: art. no. 258702

被引:552
作者
Caldarelli, G
Capocci, A
De Los Rios, P
Muñoz, MA
机构
[1] Univ Roma La Sapienza, Dipartimento Fis, INFM, UdR ROMA1, I-00185 Rome, Italy
[2] Univ Fribourg, Dept Phys, CH-1700 Fribourg, Switzerland
[3] Univ Lausanne, Inst Phys Theor, CH-1004 Lausanne, Switzerland
[4] Politecn Torino, INFM, UdR, I-10129 Turin, Italy
[5] Univ Granada, Fac Ciencias, Inst Fis Teor & Computac Carlos 1, E-18071 Granada, Spain
关键词
D O I
10.1103/PhysRevLett.89.258702
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
A new mechanism leading to scale-free networks is proposed in this Letter. It is shown that, in many cases of interest, the connectivity power-law behavior is neither related to dynamical properties nor to preferential attachment. Assigning a quenched fitness value x(i) to every vertex, and drawing links among vertices with a probability depending on the fitnesses of the two involved sites, gives rise to what we call a good-get-richer mechanism, in which sites with larger fitness are more likely to become hubs (i.e., to be highly connected).
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共 27 条
[1]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[2]   Internet -: Diameter of the World-Wide Web [J].
Albert, R ;
Jeong, H ;
Barabási, AL .
NATURE, 1999, 401 (6749) :130-131
[3]   Competition and multiscaling in evolving networks [J].
Bianconi, G ;
Barabási, AL .
EUROPHYSICS LETTERS, 2001, 54 (04) :436-442
[4]   The fractal properties of Internet [J].
Caldarelli, G ;
Marchetti, R ;
Pietronero, L .
EUROPHYSICS LETTERS, 2000, 52 (04) :386-391
[5]   Robust patterns in food web structure -: art. no. 228102 [J].
Camacho, J ;
Guimerá, R ;
Amaral, LAN .
PHYSICAL REVIEW LETTERS, 2002, 88 (22) :4
[6]   Evolution of networks [J].
Dorogovtsev, SN ;
Mendes, JFF .
ADVANCES IN PHYSICS, 2002, 51 (04) :1079-1187
[7]  
DOROGOVTSEV SN, 2002, HDB GRAPHS NETWORKS, P320
[8]   Scale-free topology of e-mail networks [J].
Ebel, H ;
Mielsch, LI ;
Bornholdt, S .
PHYSICAL REVIEW E, 2002, 66 (03) :1-035103
[9]  
ERDOS P, 1960, B INT STATIST INST, V38, P343
[10]  
Faloutsos M, 1999, COMP COMM R, V29, P251, DOI 10.1145/316194.316229