Passaging Index - Random Walks applied to complex networks

Autores

  • Giovanni Guarnieri Soares
  • Leonardo Bacelar Lima Santos

Resumo

Random walks are a well-known process in network science literature [1–3]. They are mathe- matical objects similar to the Brownian motion concept, a stochastic random process applied in interdisciplinary areas. It is interesting as a diffusion process, modeling the movement of infor- mation inside the network with a particle that can walk in any direction, independently from its previous movement. [...]

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Biografia do Autor

Giovanni Guarnieri Soares

INPE, São José dos Campos, SP

Leonardo Bacelar Lima Santos

CEMADEN, São José dos Campos, SP

Referências

R. Burioni and D. Cassi. “Random walks on graphs: ideas, techniques and results”. In: Journal of Physics A: Mathematical and General 38.8 (2005), R45.

L. F. da Costa and G. Travieso. “Exploring complex networks through random walks”. In: Physical Review E 75.1 (2007), p. 016102.

S. Yang. “Exploring complex networks by walking on them”. In: Physical Review E 71.1 (2005), p. 016107.

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Publicado

2022-12-08

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