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