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Influences of degree inhomogeneity on average path length and random walks in disassortative scale-free networks
Various real-life networks exhibit degree correlations and heterogeneous structure, with the latter being characterized by power-law degree distribution [Formula: see text] , where the degree exponent [Formula: see text] describes the extent of heterogeneity. In this paper, we study analytically the...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Institute of Physics
2009
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7110918/ https://www.ncbi.nlm.nih.gov/pubmed/32255840 http://dx.doi.org/10.1063/1.3094757 |
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author | Zhang, Zhongzhi Zhang, Yichao Zhou, Shuigeng Yin, Ming Guan, Jihong |
author_facet | Zhang, Zhongzhi Zhang, Yichao Zhou, Shuigeng Yin, Ming Guan, Jihong |
author_sort | Zhang, Zhongzhi |
collection | PubMed |
description | Various real-life networks exhibit degree correlations and heterogeneous structure, with the latter being characterized by power-law degree distribution [Formula: see text] , where the degree exponent [Formula: see text] 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 [Formula: see text] , with an aim to explore the impacts of structure heterogeneity on the APL and RWs. We show that the degree exponent [Formula: see text] has no effect on the APL [Formula: see text] of RSFTs: In the full range of [Formula: see text] , [Formula: see text] behaves as a logarithmic scaling with the number of network nodes [Formula: see text] (i.e., [Formula: see text]), which is in sharp contrast to the well-known double logarithmic scaling [Formula: see text] previously obtained for uncorrelated scale-free networks with [Formula: see text]. In addition, we present that some scaling efficiency exponents of random walks are reliant on the degree exponent [Formula: see text]. |
format | Online Article Text |
id | pubmed-7110918 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | American Institute of Physics |
record_format | MEDLINE/PubMed |
spelling | pubmed-71109182020-04-01 Influences of degree inhomogeneity on average path length and random walks in disassortative scale-free networks Zhang, Zhongzhi Zhang, Yichao Zhou, Shuigeng Yin, Ming Guan, Jihong J Math Phys Methods of Mathematical Physics Various real-life networks exhibit degree correlations and heterogeneous structure, with the latter being characterized by power-law degree distribution [Formula: see text] , where the degree exponent [Formula: see text] 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 [Formula: see text] , with an aim to explore the impacts of structure heterogeneity on the APL and RWs. We show that the degree exponent [Formula: see text] has no effect on the APL [Formula: see text] of RSFTs: In the full range of [Formula: see text] , [Formula: see text] behaves as a logarithmic scaling with the number of network nodes [Formula: see text] (i.e., [Formula: see text]), which is in sharp contrast to the well-known double logarithmic scaling [Formula: see text] previously obtained for uncorrelated scale-free networks with [Formula: see text]. In addition, we present that some scaling efficiency exponents of random walks are reliant on the degree exponent [Formula: see text]. American Institute of Physics 2009-03 2009-03-30 /pmc/articles/PMC7110918/ /pubmed/32255840 http://dx.doi.org/10.1063/1.3094757 Text en Copyright © 2009 American Institute of Physics 0022-2488/2009/50(3)/033514/9/$25.00 All article content, except where otherwise noted, is licensed under a Creative Commons Attribution (CC BY) license ( http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Methods of Mathematical Physics Zhang, Zhongzhi Zhang, Yichao Zhou, Shuigeng Yin, Ming Guan, Jihong Influences of degree inhomogeneity on average path length and random walks in disassortative scale-free networks |
title | Influences of degree inhomogeneity on average path length and random walks in
disassortative scale-free networks |
title_full | Influences of degree inhomogeneity on average path length and random walks in
disassortative scale-free networks |
title_fullStr | Influences of degree inhomogeneity on average path length and random walks in
disassortative scale-free networks |
title_full_unstemmed | Influences of degree inhomogeneity on average path length and random walks in
disassortative scale-free networks |
title_short | Influences of degree inhomogeneity on average path length and random walks in
disassortative scale-free networks |
title_sort | influences of degree inhomogeneity on average path length and random walks in
disassortative scale-free networks |
topic | Methods of Mathematical Physics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7110918/ https://www.ncbi.nlm.nih.gov/pubmed/32255840 http://dx.doi.org/10.1063/1.3094757 |
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