Stability and steady state of complex cooperative systems: a diakoptic approach

R Soc Open Sci. 2019 Dec 4;6(12):191090. doi: 10.1098/rsos.191090. eCollection 2019 Dec.

Abstract

Cooperative dynamics are common in ecology and population dynamics. However, their commonly high degree of complexity with a large number of coupled degrees of freedom renders them difficult to analyse. Here, we present a graph-theoretical criterion, via a diakoptic approach (divide-and-conquer) to determine a cooperative system's stability by decomposing the system's dependence graph into its strongly connected components (SCCs). In particular, we show that a linear cooperative system is Lyapunov stable if the SCCs of the associated dependence graph all have non-positive dominant eigenvalues, and if no SCCs which have dominant eigenvalue zero are connected by a path.

Keywords: cooperative systems; diakoptics; linear systems; population dynamics; stability analysis.