English

Morphological organization of point-to-point transport in complex networks

Physics and Society 2019-11-05 v1 Statistical Mechanics Social and Information Networks

Abstract

We investigate the structural organization of the point-to-point electric, diffusive or hydraulic transport in complex scale-free networks. The random choice of two nodes, a source and a drain, to which a potential difference is applied, selects two tree-like structures, one emerging from the source and the other converging to the drain. These trees merge into a large cluster of the remaining nodes that is found to be quasi-equipotential and thus presents almost no resistance to transport. Such a global "tree-cluster-tree" structure is universal and leads to a power law decay of the currents distribution. Its exponent, 2-2, is determined by the multiplicative decrease of currents at successive branching points of a tree and is found to be independent of the network connectivity degree and resistance distribution.

Keywords

Cite

@article{arxiv.1905.10333,
  title  = {Morphological organization of point-to-point transport in complex networks},
  author = {Min-Yeong Kang and Geoffroy Berthelot and Liubov Tupikina and Christos Nicolaides and Jean-Francois Colonna and Bernard Sapoval and Denis S. Grebenkov},
  journal= {arXiv preprint arXiv:1905.10333},
  year   = {2019}
}

Comments

8 pages, 4 figures