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

被引:545
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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