Highly Dispersed Networks Generated by Enhanced Redirection

1 as the parent degree diverges, networks grown via this enhanced redirection mechanism exhibit unusual properties, including: (i) multiple macrohubs---nodes with degrees proportional to the number of network nodes N; (ii) non-extensivity of the degree distribution in which the number of nodes of degree k, N_k, scales as N^{nu-1}/k^{nu}, with 1=4(ln2)-2=0.77258...
Comment: 26 pages, 12 figures, IOP format. This manuscript is a comprehensive account of work reported briefly in arXiv:1307.3768. Version 2: two minor typos fixed and one other small change in response to referee report. Version 3: minor typos fixed. Final version of publication in JSTAT
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Druh dokumentu: Working Paper
DOI: 10.1088/1742-5468/2014/04/P04009
Přístupová URL adresa: http://arxiv.org/abs/1312.7843
Přírůstkové číslo: edsarx.1312.7843
Autor: Gabel, Alan, Krapivsky, P. L., Redner, S.
Rok vydání: 2013
Předmět:
Zdroj: J. Stat. Mech. P04009 (2014)
Druh dokumentu: Working Paper
DOI: 10.1088/1742-5468/2014/04/P04009
Popis: We analyze growing networks that are built by enhanced redirection. Nodes are sequentially added and each incoming node attaches to a randomly chosen 'target' node with probability 1-r, or to the parent of the target node with probability r. When the redirection probability r is an increasing function of the degree of the parent node, with r-->1 as the parent degree diverges, networks grown via this enhanced redirection mechanism exhibit unusual properties, including: (i) multiple macrohubs---nodes with degrees proportional to the number of network nodes N; (ii) non-extensivity of the degree distribution in which the number of nodes of degree k, N_k, scales as N^{nu-1}/k^{nu}, with 1=4(ln2)-2=0.77258...
Comment: 26 pages, 12 figures, IOP format. This manuscript is a comprehensive account of work reported briefly in arXiv:1307.3768. Version 2: two minor typos fixed and one other small change in response to referee report. Version 3: minor typos fixed. Final version of publication in JSTAT
Databáze: arXiv