vix.ing · top · new · best · stats · spec

Digraphs are different: Why directionality matters in complex systems

2019/08/19 by Johnson, Samuel · 1 citation
#05C20 #05C82 (Primary) #90B15 #92B20 (Secondary) #Adaptation and Self-Organizing Systems (nlin.AO) #Dynamical Systems (math.DS) #FOS: Mathematics #FOS: Physical sciences #Physics and Society (physics.soc-ph)

paper · doi:10.48550/arxiv.1908.07025

Abstract

Many networks describing complex systems are directed: the interactions between elements are not symmetric. Recent work has shown that these networks can display properties such as trophic coherence or non-normality, which in turn affect stability, percolation and other dynamical features. I show here that these topological properties have a common origin, in that the edges of directed networks can be aligned - or not - with a global direction. And I illustrate how this can lead to rich and unexpected dynamical behaviour even in the simplest of models.

Cited by

Related