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Network model of deviation from power-law distribution in complex network

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Abstract.

Deviation from simple power law is widely observed in complex networks. We introduce a model including possible mechanisms leading to the deviation. In this model, probabilistic addition of nodes and links, as well as rewiring of links are considered. Using master equation, through theoretical calculation and numerical simulation, double power laws with one variable and one constant exponent are obtained.

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Authors and Affiliations

  1. Complexity Science Center, Institute of Particle Physics, Hua-Zhong (Central China) Normal University, 430079, Wuhan, P.R. China

    J. Jiang

  2. Institut Supérieur des Matériaux et Mécaniques Avancés, 44, Avenue F.A. Bartholdi, 72000, Le Mans, France

    J. Jiang, R. Wang & Q. A. Wang

  3. LPEC, Faculté des Sciences et Techniques, Université du Maine, Ave. O. Messiaen, 72035, Le Mans, France

    J. Jiang & Q. A. Wang

  4. College of Information Science and Engineering, Huajiao University, 362021, Quanzhou, P.R. China

    R. Wang

Authors
  1. J. Jiang
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  2. R. Wang
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  3. Q. A. Wang
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Correspondence to J. Jiang.

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Jiang, J., Wang, R. & Wang, Q. Network model of deviation from power-law distribution in complex network. Eur. Phys. J. B 79, 29–33 (2011). https://doi.org/10.1140/epjb/e2010-10230-x

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  • DOI: https://doi.org/10.1140/epjb/e2010-10230-x

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