Walk entropies on graphs

Ernesto Estrada, Jose Antonio de la Pena, Naomichi Hatano

Research output: Contribution to journalArticle

20 Citations (Scopus)
174 Downloads (Pure)

Abstract

Entropies based on walks on graphs and on their line-graphs are defined. They are based on the summation over diagonal and off-diagonal elements of the thermal Green’s function of a graph also known as the communicability. The walk entropies are strongly related to the walk regularity of graphs and line-graphs. They are not biased by the graph size and have significantly better correlation with the inverse participation ratio of the eigenmodes of the adjacency matrix than other graph entropies. The temperature dependence of the walk entropies is also discussed. In particular, the walk entropy of graphs is shown to be non-monotonic for regular but non-walk-regular graphs in contrast to non-regular graphs.
Original languageEnglish
Pages (from-to)235-244
Number of pages10
JournalLinear Algebra and its Applications
Volume443
DOIs
Publication statusPublished - 15 Feb 2014

Keywords

  • graph walks
  • walk-regular graphs
  • entropy measures

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