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Increasing coupling of probabilistic cellular automata

Authors: Louis, Pierre-Yves;

Increasing coupling of probabilistic cellular automata

Abstract

We give a necessary and sufficient condition for the existence of an increasing coupling of $N$ ($N \geq 2$) synchronous dynamics on $S^{\mathbb Z^d}$(PCA). Increasing means the coupling preserves stochastic ordering. We first present our main construction theorem in the case where $S$ is totally ordered, applications to attractive PCA's are given. When $S$ is only partially ordered, we show on two examples that a coupling of more than two synchronous dynamics may not exist. We also prove an extension of our main result for a particular class of partially ordered spaces.

Keywords

ddc:510, Stochastic ordering, [MATH.MATH-PR] Mathematics [math]/Probability [math.PR], Statistical Mechanics (cond-mat.stat-mech), Probability (math.PR), Institut für Mathematik, FOS: Physical sciences, Interacting random processes; statistical mechanics type models; percolation theory, Probabilistic Cellular Automata, Dynamic lattice systems (kinetic Ising, etc.) and systems on graphs in time-dependent statistical mechanics, stochastic ordering, monotone coupling, 60K35, 60E15, 60J10, 82C20, 37B15, 68W10, Markov chains (discrete-time Markov processes on discrete state spaces), Monotone Coupling, Dynamical aspects of cellular automata, FOS: Mathematics, Inequalities; stochastic orderings, Parallel algorithms in computer science, partially ordered spaces, Mathematics - Probability, 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!
2
Average
Average
Average
Green
bronze