Information-based fitness and the emergence of criticality in living systems

TLDR

Biological systems appear to operate near criticality, yet a general mathematical framework explaining its origin and role in adaptive and evolutionary systems is lacking. The study aims to explain ubiquitous criticality through adaptive and evolutionary functional advantages. An analytical framework shows that optimal responses to diverse changing environments arise when systems spontaneously organize near a critical point via adaptation or evolution. Criticality emerges as the evolutionarily stable outcome of communities of communicative individuals forming a collective entity.

Abstract

Significance Recently, evidence has been mounting that biological systems might operate at the borderline between order and disorder, i.e., near a critical point. A general mathematical framework for understanding this common pattern, explaining the possible origin and role of criticality in living adaptive and evolutionary systems, is still missing. We rationalize this apparently ubiquitous criticality in terms of adaptive and evolutionary functional advantages. We provide an analytical framework, which demonstrates that the optimal response to broadly different changing environments occurs in systems organizing spontaneously—through adaptation or evolution—to the vicinity of a critical point. Furthermore, criticality turns out to be the evolutionary stable outcome of a community of individuals aimed at communicating with each other to create a collective entity.