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arxiv: 1008.2740 · v3 · pith:IHRQDQFHnew · submitted 2010-08-16 · 🧮 math.PR

Kalikow-type decomposition for multicolor infinite range particle systems

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keywords rangechangedecompositioninfinitealgorithmkalikow-typeobtainparticle
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We consider a particle system on $\mathbb{Z}^d$ with real state space and interactions of infinite range. Assuming that the rate of change is continuous we obtain a Kalikow-type decomposition of the infinite range change rates as a mixture of finite range change rates. Furthermore, if a high noise condition holds, as an application of this decomposition, we design a feasible perfect simulation algorithm to sample from the stationary process. Finally, the perfect simulation scheme allows us to forge an algorithm to obtain an explicit construction of a coupling attaining Ornstein's $\bar{d}$-distance for two ordered Ising probability measures.

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