Entropic dynamics yields reciprocal relations

Pedro Pessoa

doi:10.1007/978-3-030-80209-7_26

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arXiv · 2104.12621

Entropic dynamics yields reciprocal relations

Pedro Pessoa

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Abstract

Entropic dynamics is a framework for defining dynamical systems that is aligned with the principles of information theory. In an entropic dynamics model for motion on a statistical manifold, we find that the rate of changes for expected values is linear to the gradient of entropy with reciprocal (symmetric) coefficients. Reciprocity principles have been useful in physics since Onsager. Here we show how the entropic dynamics reciprocity is a consequence of the information geometric structure of the exponential family, hence it is a general property that can be extended to a broader class of dynamical models.

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Pedro Pessoa. 2021-04-26. Entropic dynamics yields reciprocal relations. https://doi.org/10.1007/978-3-030-80209-7_26

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