We study the random walk problem on a class of deterministic scale-free networks displaying a degree sequence for hubs scaling as a power law with an exponent _ =log 3/ log 2. We find exact results concerning different first-passage phenomena and, in particular, we calculate the probability of first return to the main hub. These results allow to derive the exact analytic expression for the mean time to first reach the main hub, whose leading behavior is given by __V1−1/_, where V denotes the size of the structure, and the mean is over a set of starting points distributed uniformly over all the other sites of the graph. Interestingly, the process turns out to be particularly efficient. We also discuss the thermodynamic limit of the structure and some local topological properties.

Random walks on deterministic scale-free networks: Exact results / Agliari, Elena; Burioni, Raffaella. - In: PHYSICAL REVIEW E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS. - ISSN 1539-3755. - 80:(2009), pp. 031125-031130. [10.1103/PhysRevE.80.031125]

Random walks on deterministic scale-free networks: Exact results

AGLIARI, Elena;BURIONI, Raffaella
2009-01-01

Abstract

We study the random walk problem on a class of deterministic scale-free networks displaying a degree sequence for hubs scaling as a power law with an exponent _ =log 3/ log 2. We find exact results concerning different first-passage phenomena and, in particular, we calculate the probability of first return to the main hub. These results allow to derive the exact analytic expression for the mean time to first reach the main hub, whose leading behavior is given by __V1−1/_, where V denotes the size of the structure, and the mean is over a set of starting points distributed uniformly over all the other sites of the graph. Interestingly, the process turns out to be particularly efficient. We also discuss the thermodynamic limit of the structure and some local topological properties.
2009
Random walks on deterministic scale-free networks: Exact results / Agliari, Elena; Burioni, Raffaella. - In: PHYSICAL REVIEW E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS. - ISSN 1539-3755. - 80:(2009), pp. 031125-031130. [10.1103/PhysRevE.80.031125]
File in questo prodotto:
File Dimensione Formato  
Burioni-2.pdf

non disponibili

Tipologia: Documento in Post-print
Licenza: NON PUBBLICO - Accesso privato/ristretto
Dimensione 167.75 kB
Formato Adobe PDF
167.75 kB Adobe PDF   Visualizza/Apri   Richiedi una copia
AbstractBurioni .docx

non disponibili

Tipologia: Abstract
Licenza: Creative commons
Dimensione 11.09 kB
Formato Microsoft Word XML
11.09 kB Microsoft Word XML   Visualizza/Apri   Richiedi una copia

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11381/2286507
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 79
  • ???jsp.display-item.citation.isi??? 80
social impact