An Algorithmic Approach to Emergence

Entropy (Basel). 2022 Jul 16;24(7):985. doi: 10.3390/e24070985.

Abstract

We suggest a quantitative and objective notion of emergence. Our proposal uses algorithmic information theory as a basis for an objective framework in which a bit string encodes observational data. A plurality of drops in the Kolmogorov structure function of such a string is seen as the hallmark of emergence. Our definition offers some theoretical results, in addition to extending the notions of coarse-graining and boundary conditions. Finally, we confront our proposal with applications to dynamical systems and thermodynamics.

Keywords: Kolmogorov’s structure function; algorithmic information theory; emergence.