English

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.

Keywords

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