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  1. Home > Articles & Issues >
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  3. Degree distribution ...
Conference paper

Degree distribution of random Apollonian network structures and Boltzmann sampling

Alexis Darrasse (1), Michèle Soria (1)
(1) Systèmes Polynomiaux, Implantation, Résolution Algébrique
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Imported on
May 10, 2017
Published on
December 31, 2006
Last modified on
March 31, 2025
Volume
DMTCS Proceedings vol. AH, 2007 Conference on Analysis of Algorithms (AofA 07)
Proceedings
DOI
10.46298/dmtcs.3521
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https://about.hal.science/hal-authorisation-v1
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Degree distribution of random Apollonian network structures and Boltzmann sampling

Alexis Darrasse (1), Michèle Soria (1)
(1) Systèmes Polynomiaux, Implantation, Résolution Algébrique
Abstract
Random Apollonian networks have been recently introduced for representing real graphs. In this paper we study a modified version: random Apollonian network structures (RANS), which preserve the interesting properties of real graphs and can be handled with powerful tools of random generation. We exhibit a bijection between RANS and ternary trees, that transforms the degree of nodes in a RANS into the size of particular subtrees. The distribution of degrees in RANS can thus be analysed within a bivariate Boltzmann model for the generation of random trees, and we show that it has a Catalan form which reduces to a power law with an exponential cutoff: $α ^k k^{-3/2}$, with $α = 8/9$. We also show analogous distributions for the degree in RANS of higher dimension, related to trees of higher arity.
Keywords
  • [INFO.INFO-DS]Computer Science [cs]/Data Structures and Algorithms [cs.DS]
  • [INFO.INFO-DM]Computer Science [cs]/Discrete Mathematics [cs.DM]
  • [MATH.MATH-CO]Mathematics [math]/Combinatorics [math.CO]
  • [INFO.INFO-CG]Computer Science [cs]/Computational Geometry [cs.CG]
  • Boltzmann sampling
  • random networks
  • bivariate generating functions
Cited by

Source: OpenCitations

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    INDIGO (University of Illinois at Chicago)

    Authors : Alan Frieze ORCID, Charalampos E. Tsourakakis ORCID

    Journal reference : Volume , 2012, pp. 93-112

    DOI : 10.1007/978-3-642-30541-2_8
  • Boltzmann samplers for v -balanced cycles

    Theoretical Computer Science

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    Journal reference : Volume 502, 2012, pp. 55-63

    DOI : 10.1016/j.tcs.2012.03.048
  • Heavy subtrees of Galton-Watson trees with an application to Apollonian networks

    Electronic Journal of Probability

    Authors : Luc Devroye ORCID, Cecilia Holmgren ORCID, Henning Sulzbach

    Journal reference : Volume 24, 2019, pp.

    DOI : 10.1214/19-ejp263
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