Entropy modulo a prime
Abstract
Building on work of Kontsevich, we introduce a definition of the entropy of a finite probability distribution in which the "probabilities" are integers modulo a prime p. The entropy, too, is an integer mod p. Entropy mod p is shown to be uniquely characterized by a functional equation identical to the one that characterizes ordinary Shannon entropy. We also establish a sense in which certain real entropies have residues mod p, connecting the concepts of entropy over R and over Z/pZ. Finally, entropy mod p is expressed as a polynomial which is shown to satisfy several identities, linking into work of Cathelineau, Elbaz-Vincent and Gangl on polylogarithms.
Cite
@article{arxiv.1903.06961,
title = {Entropy modulo a prime},
author = {Tom Leinster},
journal= {arXiv preprint arXiv:1903.06961},
year = {2020}
}
Comments
28 pages. v2: minor corrections and rewordings. v3: minor edits and rewriting. To appear in Communications in Number Theory and Physics