Full Connectivity: Corners, edges and faces
Disordered Systems and Neural Networks
2015-06-03 v1 Discrete Mathematics
Mathematical Physics
math.MP
Probability
Abstract
We develop a cluster expansion for the probability of full connectivity of high density random networks in confined geometries. In contrast to percolation phenomena at lower densities, boundary effects, which have previously been largely neglected, are not only relevant but dominant. We derive general analytical formulas that show a persistence of universality in a different form to percolation theory, and provide numerical confirmation. We also demonstrate the simplicity of our approach in three simple but instructive examples and discuss the practical benefits of its application to different models.
Cite
@article{arxiv.1201.3123,
title = {Full Connectivity: Corners, edges and faces},
author = {Justin Coon and Carl P. Dettmann and Orestis Georgiou},
journal= {arXiv preprint arXiv:1201.3123},
year = {2015}
}
Comments
28 pages, 8 figures