• DocumentCode
    40434
  • Title

    On the Influence of the Seed Graph in the Preferential Attachment Model

  • Author

    Bubeck, Sebastien ; Mossel, Elchanan ; Racz, Miklos Z.

  • Author_Institution
    Princeton Univ., Princeton, NJ, USA
  • Volume
    2
  • Issue
    1
  • fYear
    2015
  • fDate
    Jan.-March 1 2015
  • Firstpage
    30
  • Lastpage
    39
  • Abstract
    We study the influence of the seed graph in the preferential attachment model, focusing on the case of trees. We first show that the seed has no effect from a weak local limit point of view. On the other hand, we conjecture that different seeds lead to different distributions of limiting trees from a total variation point of view. We take a first step in proving this conjecture by showing that seeds with different degree profiles lead to different limiting distributions for the (appropriately normalized) maximum degree, implying that such seeds lead to different (in total variation) limiting trees.
  • Keywords
    trees (mathematics); preferential attachment model; random trees; seed graph; Abstracts; Artificial neural networks; Educational institutions; Focusing; Limiting; Terminology; Vectors; Random trees; preferential attachment; seed graph;
  • fLanguage
    English
  • Journal_Title
    Network Science and Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2327-4697
  • Type

    jour

  • DOI
    10.1109/TNSE.2015.2397592
  • Filename
    7024931