English

Scaling of disordered recursive networks

Disordered Systems and Neural Networks 2009-11-13 v1

Abstract

In this brief report, we present a disordered version of recursive networks. Depending on the structural parameters uu and vv, the networks are either fractals with a finite fractal dimension dfd_{f} or transfinite fractals (transfractal) with a infinite fractal dimension. The scaling behavior of degree and dimensionality are studied analytically and by simulations, which are found to be different from those in ordered recursive networks. The transfractal dimension d~f\tilde{d}_f, which is recently introduced to distinguish the differences between networks with infinite fractal dimension, scales as d~f1u+v1\tilde{d}_f\sim \frac{1}{u+v-1} for transfractal networks. Interestingly, the fractal dimension for fractal networks with u=vu=v is found to approach 3 in large limit of uu, which is thought to be the effect of disorder. We also investigate the diffusion process on this family of networks, and the scaling behavior of diffusion time is observed numercally as τN(df+1)/df\tau\sim N^{(d_{f}+1)/d_{f}} for fractal networks and τ1d~fN\tau\sim \frac{1}{\tilde{d}_f}N for transfractal ons. We think that the later relation will give a further understanding of transfractal dimension.

Keywords

Cite

@article{arxiv.0801.1395,
  title  = {Scaling of disordered recursive networks},
  author = {Liang Tian and Da-Ning Shi},
  journal= {arXiv preprint arXiv:0801.1395},
  year   = {2009}
}

Comments

5 pages, 5 figures

R2 v1 2026-06-21T10:01:12.385Z