4.6 Article

Maximum Entropy Production as an Inference Algorithm that Translates Physical Assumptions into Macroscopic Predictions: Don't Shoot the Messenger

期刊

ENTROPY
卷 11, 期 4, 页码 931-944

出版社

MDPI
DOI: 10.3390/e11040931

关键词

maximum entropy; maximum entropy production; non-equilibrium; statistical inference; statistical mechanics

资金

  1. MEP workshop held at the Max-Planck-Institute for Biogeochemistry, Jena, Germany
  2. Australian National University

向作者/读者索取更多资源

Is Maximum Entropy Production (MEP) a physical principle? In this paper I tentatively suggest it is not, on the basis that MEP is equivalent to Jaynes' Maximum Entropy (MaxEnt) inference algorithm that passively translates physical assumptions into macroscopic predictions, as applied to non-equilibrium systems. MaxEnt itself has no physical content; disagreement between MaxEnt predictions and experiment falsifies the physical assumptions, not MaxEnt. While it remains to be shown rigorously that MEP is indeed equivalent to MaxEnt for systems arbitrarily far from equilibrium, work in progress tentatively supports this conclusion. In terms of its role within non-equilibrium statistical mechanics, MEP might then be better understood as Messenger of Essential Physics.

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