Open AccessMinimal entropy production rate of interacting systems
Author(s) -
David H. Wolpert
Publication year - 2020
Publication title -
new journal of physics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.584
H-Index - 190
ISSN - 1367-2630
DOI - 10.1088/1367-2630/abc5c6
Subject(s) - entropy production , physics , bipartite graph , counterfactual thinking , statistical physics , production rate , entropy (arrow of time) , production (economics) , upper and lower bounds , theoretical computer science , computer science , quantum mechanics , mathematical analysis , mathematics , industrial engineering , graph , philosophy , epistemology , engineering , economics , macroeconomics
Many systems are composed of multiple, interacting subsystems, where the dynamics of each subsystem only depends on the states of a subset of the other subsystems, rather than on all of them. I analyze how such constraints on the dependencies of each subsystem’s dynamics affects the thermodynamics of the overall, composite system. Specifically, I derive a strictly nonzero lower bound on the minimal achievable entropy production rate of the overall system in terms of these constraints. The bound is based on constructing counterfactual rate matrices, in which some subsystems are held fixed while the others are allowed to evolve. This bound is related to the ‘learning rate’ of stationary bipartite systems, and more generally to the ‘information flow’ in bipartite systems. It can be viewed as a strengthened form of the second law, applicable whenever there are constraints on which subsystem within an overall system can directly affect which other subsystem.