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zbMATH Open
Article . 2008
Data sources: zbMATH Open
Journal of Mathematical Physics
Article . 2008 . Peer-reviewed
Data sources: Crossref
https://dx.doi.org/10.48550/ar...
Article . 2007
License: arXiv Non-Exclusive Distribution
Data sources: Datacite
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Coupling, concentration inequalities, and stochastic dynamics

Authors: Chazottes, Jean-René; Collet, Pierre; Redig, Frank;

Coupling, concentration inequalities, and stochastic dynamics

Abstract

In the context of interacting particle systems, we study the influence of the action of the semigroup on the concentration property of Lipschitz functions. As an application, this gives a new approach to estimate the relaxation speed to equilibrium of interacting particle systems. We illustrate our approach in a variety of examples for which we obtain several new results with short and nontechnical proofs. These examples include the symmetric and asymmetric exclusion processes and high-temperature spin-flip dynamics (“Glauber dynamics”). We also give a new proof of the Poincaré inequality, based on coupling, in the context of one-dimensional Gibbs measures. In particular, we cover the case of polynomially decaying potentials, where the log-Sobolev inequality does not hold.

Keywords

60K35 (Primary) 82C22 (Secondary), Probability (math.PR), FOS: Mathematics, FOS: Physical sciences, Interacting particle systems in time-dependent statistical mechanics, Interacting random processes; statistical mechanics type models; percolation theory, Mathematical Physics (math-ph), Mathematics - Probability, Mathematical Physics

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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!
4
Average
Average
Average
Green
bronze
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