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https://dx.doi.org/10.48550/ar...
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Kinetic theory of information—the dynamics of information

Authors: Treumann, Rudolf A.; Baumjohann, Wolfgang;

Kinetic theory of information—the dynamics of information

Abstract

A kinetic approach to the notion of information is proposed, based on Liouville kinetic theory. The general kinetic equation for the evolution of the N-particle information $\mathcal{I}_N$ in a Hamiltonian system of large particle number $N\gg 1$ is obtained. It is shown that the $N$-particle information is strictly conserved. Defining reduced particle number information densities in phase space should be possible to obtain a kinetic equation for the ordinary one-particle information $\mathcal{I}_1\equiv \mathcal{I}$ following the Bogoliubov prescription. The kinetic equation for $\mathcal{I}$ is a kind of generalized Boltzmann equation with interaction term depending on the hierarchy of reduced informations. This term in its general form is the most general expression for the Kolmogorov entropy rate of evolution of the information.

5 pages, no figures, accepted in Front. Phys

Keywords

Kolmogorov entropy, 51.30.+i, Statistical Mechanics (cond-mat.stat-mech), Physics, QC1-999, FOS: Physical sciences, Liouville theory, information, Statistical Mechanics, dynamics of information, liouville theory, 45.70.−n, BBGKY hierarchy, kinetic theory, 95.30.Tg, 52.25.Kn, kolmogorov entropy, Kinetic theory, information dynamics, Condensed Matter - Statistical Mechanics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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gold