Mutual information via thermodynamics: Three different approaches

Abstract

Three different approaches to derive mutual information via thermodynamics are presented where the temperature-dependent energy is given by: (a) $\beta \mathcal{E}=-\ln [P(X,Y)]$, (b) $\beta \mathcal{E}=-\ln [P(Y|X)]$ or (c) $\beta \mathcal{E}=-\ln [P(X|Y)]$. All approaches require the extension of the traditional physical framework and the modification of the 2nd law of thermodynamics. A realization of a physical system with an effective temperature-dependent Hamiltonian is discussed followed by a suggestion of a physical information-heat engine.

11 pages, 4 figures