Synergy as the failure of distributivity
Information Theory
2024-08-21 v3 math.IT
Biological Physics
Data Analysis, Statistics and Probability
Abstract
The concept of emergence, or synergy in its simplest form, is widely used but lacks a rigorous definition. Our work connects information and set theory to uncover the mathematical nature of synergy as the failure of distributivity. It resolves the persistent self-contradiction of information decomposition theory and reinstates it as a primary route toward a rigorous definition of emergence. Our results suggest that non-distributive variants of set theory may be used to describe emergent physical systems.
Cite
@article{arxiv.2404.03455,
title = {Synergy as the failure of distributivity},
author = {Ivan A. Sevostianov and Ofer Feinerman},
journal= {arXiv preprint arXiv:2404.03455},
year = {2024}
}
Comments
30 pages, 4 figures