Abstract
We consider a particle system on Zd 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 d-distance for two ordered Ising probability measures.
| Original language | English |
|---|---|
| Pages (from-to) | 1629-1659 |
| Number of pages | 31 |
| Journal | Annals of Applied Probability |
| Volume | 23 |
| Issue number | 4 |
| DOIs | |
| Publication status | Published - 1 Aug 2013 |
| Externally published | Yes |
Keywords
- Continuous spin systems
- Infinite range interactions
- Interacting particle systems
- Kalikow-type decomposition.
- Perfect simulation
- Random Markov chains
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