Literature DB >> 16089599

Diffusion-annihilation processes in complex networks.

Michele Catanzaro1, Marián Boguñá, Romualdo Pastor-Satorras.   

Abstract

We present a detailed analytical study of the A+A --> 0 diffusion-annihilation process in complex networks. By means of microscopic arguments, we derive a set of rate equations for the density of A particles in vertices of a given degree, valid for any generic degree distribution, and which we solve for uncorrelated networks. For homogeneous networks (with bounded fluctuations), we recover the standard mean-field solution, i.e., a particle density decreasing as the inverse of time. For heterogeneous (scale-free networks) in the infinite network size limit, we obtain instead a density decreasing as a power law, with an exponent depending on the degree distribution. We also analyze the role of finite size effects, showing that any finite scale-free network leads to the mean-field behavior, with a prefactor depending on the network size. We check our analytical predictions with extensive numerical simulations on homogeneous networks with Poisson degree distribution and scale-free networks with different degree exponents.

Year:  2005        PMID: 16089599     DOI: 10.1103/PhysRevE.71.056104

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  2 in total

1.  Spontaneous repulsion in the A+B→0 reaction on coupled networks.

Authors:  Filippos Lazaridis; Bnaya Gross; Michael Maragakis; Panos Argyrakis; Ivan Bonamassa; Shlomo Havlin; Reuven Cohen
Journal:  Phys Rev E       Date:  2018-04       Impact factor: 2.529

2.  Collective versus hub activation of epidemic phases on networks.

Authors:  Silvio C Ferreira; Renan S Sander; Romualdo Pastor-Satorras
Journal:  Phys Rev E       Date:  2016-03-14       Impact factor: 2.529

  2 in total

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