Fractal dimension of infinitely growing discrete sets

VL Shergin, LE Chala… - 2018 14th International …, 2018 - ieeexplore.ieee.org
The definition of fractal dimension of infinite growing sets is presented. It is based on a box-
counting approach and coincides with the elasticity coefficient for number of boxes as …

Transfinite fractal dimension of trees and hierarchical scale-free graphs

J Komjáthy, R Molontay, K Simon - Journal of Complex Networks, 2019 - academic.oup.com
In this article, we introduce a new concept: the transfinite fractal dimension of graph
sequences motivated by the notion of fractality of complex networks proposed by Song et al …

Average path length and Fermat distance in fractal networks composed of high-dimensional Sierpiński pyramids

C Zeng, Y Huang, L Guo, Y Xue - Chaos, Solitons & Fractals, 2023 - Elsevier
Complex networks created by fractals have been associated with various applications such
as social networks, modern communication, and fractal antennas. In this paper, we consider …

Hausdorff dimension of a family of networks

Q Zeng, L Xi - Fractals, 2023 - World Scientific
For a family of networks {G n} n≥ 1, we define the Hausdorff dimension of {G n} n≥ 1
inspired by the Frostman's characteristics of potential for Hausdorff dimension of fractals on …

Measuring fractal dimension of metro systems

S Deng, W Li, J Gu, Y Zhu, L Zhao… - Journal of Physics …, 2015 - iopscience.iop.org
We discuss cluster growing method and box-covering method as well as their connection to
fractal geometry. Our measurements show that for small network systems, box-covering …

A box-covering algorithm for fractal scaling in scale-free networks

JS Kim, KI Goh, B Kahng, D Kim - Chaos: An Interdisciplinary Journal …, 2007 - pubs.aip.org
A random sequential box-covering algorithm recently introduced to measure the fractal
dimension in scale-free (SF) networks is investigated. The algorithm contains Monte Carlo …

[图书][B] A survey of fractal dimensions of networks

E Rosenberg - 2018 - Springer
In the field of network science, one of the fundamental questions is how to characterize a
network. One way to characterize a network is to compute a fractal dimension. We write “a …

[HTML][HTML] Scaling theory of fractal complex networks

A Fronczak, P Fronczak, MJ Samsel, K Makulski… - Scientific Reports, 2024 - nature.com
We show that fractality in complex networks arises from the geometric self-similarity of their
built-in hierarchical community-like structure, which is mathematically described by the scale …

The concept of elasticity of scale-free networks

V Shergin, L Chala - 2017 4th International Scientific-Practical …, 2017 - ieeexplore.ieee.org
The concept of elasticity of graphs is presented. Elasticity factor is a scale-free measure of
graph density. Scale-free networks model with elasticity factor is proposed. Applying the …

Scaling theory of fractal complex networks: Bridging local self-similarity and global scale-invariance

A Fronczak, P Fronczak, M Samsel, K Makulski… - arXiv preprint arXiv …, 2023 - arxiv.org
We show that fractality in complex networks arises from the geometric self-similarity of their
built-in hierarchical community-like structure, which is mathematically described by the scale …