Component response rate variation underlies the stability of highly complex finite systems

Citation

Duthie AB (2020) Component response rate variation underlies the stability of highly complex finite systems. Scientific Reports, 10, Art. No.: 8296. https://doi.org/10.1038/s41598-020-64401-w

Abstract
The stability of a complex system generally decreases with increasing system size and interconnectivity, a counterintuitive result of widespread importance across the physical, life, and social sciences. Despite recent interest in the relationship between system properties and stability, the effect of variation in response rate across system components remains unconsidered. Here I vary the component response rates (γ) of randomly generated complex systems. I use numerical simulations to show that when component response rates vary, the potential for system stability increases. these results are robust to common network structures, including small-world and scale-free networks, and cascade food webs. Variation in γ is especially important for stability in highly complex systems, in which the probability of stability would otherwise be negligible. At such extremes of simulated system complexity, the largest stable complex systems would be unstable if not for variation in γ. My results therefore reveal a previously unconsidered aspect of system stability that is likely to be pervasive across all realistic complex systems.

Keywords
Biochemical reaction networks; Dynamic networks; Ecological networks

Journal
Scientific Reports: Volume 10

People

Dr Brad Duthie

Lecturer in Environmental Modelling, Biological and Environmental Sciences