We propose a model for the growth of weighted networks that couples the
establishment of new edges and vertices and the weights' dynamical evolution.
The model is based on a simple weight-driven dynamics and generates networks
exhibiting the statistical properties observed in several real-world systems.
In particular, the model yields a non-trivial time evolution of vertices'
properties and scale-free behavior for the weight, strength and degree
distributions.
%0 Generic
%1 citeulike:565
%A Barrat, Alain
%A Barthelemy, Marc
%A Vespignani, Alessandro
%D 2004
%K web-graph
%T Weighted evolving networks: coupling topology and weights dynamics
%U http://arxiv.org/abs/cond-mat/0401057
%X We propose a model for the growth of weighted networks that couples the
establishment of new edges and vertices and the weights' dynamical evolution.
The model is based on a simple weight-driven dynamics and generates networks
exhibiting the statistical properties observed in several real-world systems.
In particular, the model yields a non-trivial time evolution of vertices'
properties and scale-free behavior for the weight, strength and degree
distributions.
@misc{citeulike:565,
abstract = {We propose a model for the growth of weighted networks that couples the
establishment of new edges and vertices and the weights' dynamical evolution.
The model is based on a simple weight-driven dynamics and generates networks
exhibiting the statistical properties observed in several real-world systems.
In particular, the model yields a non-trivial time evolution of vertices'
properties and scale-free behavior for the weight, strength and degree
distributions.},
added-at = {2009-08-06T15:16:38.000+0200},
archiveprefix = {arXiv},
author = {Barrat, Alain and Barthelemy, Marc and Vespignani, Alessandro},
biburl = {https://www.bibsonomy.org/bibtex/23910cac6b2bdabed710e8dd5612df82b/chato},
citeulike-article-id = {565},
citeulike-linkout-0 = {http://arxiv.org/abs/cond-mat/0401057},
citeulike-linkout-1 = {http://arxiv.org/pdf/cond-mat/0401057},
eprint = {cond-mat/0401057},
interhash = {62e373ab804c0e676bbc7c783f4743aa},
intrahash = {3910cac6b2bdabed710e8dd5612df82b},
keywords = {web-graph},
month = {June},
posted-at = {2005-10-10 17:48:38},
priority = {5},
timestamp = {2009-08-06T15:16:54.000+0200},
title = {Weighted evolving networks: coupling topology and weights dynamics},
url = {http://arxiv.org/abs/cond-mat/0401057},
year = 2004
}