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Comments on “Scale-free networks without growth”
Authors:Weicai Zhong  Jing Liu
Affiliation:
  • a School of Engineering and Information Technology, University of New South Wales at the Australian Defence Force Academy, Canberra, ACT 2600, Australia
  • b College of Information Engineering, Northwest A&F University, Yangling 712100, China
  • c Key Lab of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University, Xi’an 710071, China
  • Abstract:In [Y.-B. Xie, T. Zhou, B.-H. Wang, Scale-free networks without growth, Physica A 387 (2008) 1683-1688], a nongrowing scale-free network model has been introduced, which shows that the degree distribution of the model varies from the power-law form to the Poisson form as the free parameter α increases, and indicates that the growth may not be necessary for a scale-free network structure to emerge. However, the model implicitly assumes that self-loops and multiple-links are allowed in the model and counted in the degree distribution. In many real-life networks, such an assumption may not be reasonable. We showed here that the degree distribution of the emergent network does not obey a power-law form if self-loops and multiple-links are allowed in the model but not counted in the degree distribution. We also observed the same result when self-loops and multiple-links are not allowed in the model. Furthermore, we showed that the effect of self-loops and multiple-links on the degree distribution weakens as α increases and even becomes negligible when α is sufficiently large.
    Keywords:Scale-free   Rewiring models   Self-loop   Multiple-link
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