On Thermodynamic Interpretation of Copula Entropy
Jian Ma
TL;DR
This paper introduces the theory of Copula Entropy and explores its thermodynamic interpretation within N-particle correlated systems at equilibrium, linking information theory with thermodynamics.
Contribution
It provides the first thermodynamic perspective on Copula Entropy, connecting dependence measures with physical systems in equilibrium.
Findings
Establishes a thermodynamic interpretation of CE
Links CE to physical properties of N-particle systems
Enhances understanding of dependence measures in thermodynamics
Abstract
Copula Entropy (CE) is a recently introduced concept for measuring correlation/dependence in information theory. In this paper, the theory of CE is introduced and the thermodynamic interpretation of CE is presented with N-particle correlated systems in equilibrium states.
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Taxonomy
TopicsStatistical Mechanics and Entropy · Complex Systems and Time Series Analysis · Advanced Thermodynamics and Statistical Mechanics