Influences of degree inhomogeneity on average path length and random walks in disassortative scale-free networks

被引:20
|
作者
Zhang, Zhongzhi [1 ,2 ]
Zhang, Yichao [3 ]
Zhou, Shuigeng [1 ,2 ]
Yin, Ming [1 ,2 ]
Guan, Jihong [3 ]
机构
[1] Fudan Univ, Sch Comp Sci, Shanghai 200433, Peoples R China
[2] Fudan Univ, Shanghai Key Lab Intelligent Informat Proc, Shanghai 200433, Peoples R China
[3] Tongji Univ, Dept Comp Sci & Technol, Shanghai 201804, Peoples R China
基金
中国国家自然科学基金;
关键词
complex networks; random processes; COMPLEX NETWORKS; SMALL-WORLD; FREE NETS; DIFFUSION; TRANSPORT; DYNAMICS; GRAPHS; MEDIA;
D O I
10.1063/1.3094757
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Various real-life networks exhibit degree correlations and heterogeneous structure, with the latter being characterized by power-law degree distribution P(k)similar to k(-gamma), where the degree exponent gamma describes the extent of heterogeneity. In this paper, we study analytically the average path length (APL) of and random walks (RWs) on a family of deterministic networks, recursive scale-free trees (RSFTs), with negative degree correlations and various gamma is an element of(2,1+ln 3/ln 2], with an aim to explore the impacts of structure heterogeneity on the APL and RWs. We show that the degree exponent gamma has no effect on the APL d of RSFTs: In the full range of gamma, d behaves as a logarithmic scaling with the number of network nodes N (i.e., d similar to ln N), which is in sharp contrast to the well-known double logarithmic scaling (d similar to ln ln N) previously obtained for uncorrelated scale-free networks with 2 <=gamma < 3. In addition, we present that some scaling efficiency exponents of random walks are reliant on the degree exponent gamma.
引用
收藏
页数:9
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