Scaling laws for diffusion on (trans) fractal scale-free networks

被引:26
作者
Peng, Junhao [1 ,2 ]
Agliari, Elena [3 ,4 ]
机构
[1] Guangzhou Univ, Sch Math & Informat Sci, Guangzhou 510006, Guangdong, Peoples R China
[2] Guangzhou Univ, Key Lab Math & Interdisciplinary Sci Guangdong Hi, Guangzhou 510006, Guangdong, Peoples R China
[3] Sapienza Univ Roma, Dept Math, I-00198 Rome, Italy
[4] Ist Nazl Alta Matemat, I-00198 Rome, Italy
关键词
D O I
10.1063/1.4997761
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Fractal (or transfractal) features are common in real-life networks and are known to influence the dynamic processes taking place in the network itself. Here, we consider a class of scale-free deterministic networks, called (u, v)-flowers, whose topological properties can be controlled by tuning the parameters u and v; in particular, for u > 1, they are fractals endowed with a fractal dimension df, while for u = 1, they are transfractal endowed with a transfractal dimension (d) over bar (f). In this work, we investigate dynamic processes (i.e., random walks) and topological properties (i.e., the Laplacian spectrum) and we show that, under proper conditions, the same scalings (ruled by the related dimensions) emerge for both fractal and transfractal dimensions. Published by AIP Publishing.
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页数:14
相关论文
共 55 条
  • [1] Random walks on deterministic scale-free networks: Exact results
    Agliari, E.
    Burioni, R.
    [J]. PHYSICAL REVIEW E, 2009, 80 (03):
  • [2] Agliari E., 2016, Advances in Disordered Systems, Random Processes and Some Applications
  • [3] The exact Laplacian spectrum for the Dyson hierarchical network
    Agliari, Elena
    Tavani, Flavia
    [J]. SCIENTIFIC REPORTS, 2017, 7
  • [4] Statistical mechanics of complex networks
    Albert, R
    Barabási, AL
    [J]. REVIEWS OF MODERN PHYSICS, 2002, 74 (01) : 47 - 97
  • [5] ALEXANDER S, 1982, J PHYS LETT-PARIS, V43, pL625, DOI 10.1051/jphyslet:019820043017062500
  • [6] [Anonymous], 2005, Probability: A Graduate Course
  • [7] [Anonymous], 2008, Dynamical Processes on Complex Networks
  • [8] [Anonymous], 1994, Aspects and Applications of the Random Walk
  • [9] [Anonymous], 2010, Networks: An Introduction, DOI 10.1162/artl_r_00062
  • [10] Deterministic scale-free networks
    Barabási, AL
    Ravasz, E
    Vicsek, T
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2001, 299 (3-4) : 559 - 564