Space-Time Bernoullicity of the Lower and Upper Stationary Processes for Attractive Spin Systems
Steif, Jeffrey E.
Ann. Probab., Tome 19 (1991) no. 4, p. 609-635 / Harvested from Project Euclid
In this paper, we study spin systems, probabilistic cellular automata and interacting particle systems, which are Markov processes with state space $\{0, 1\}^{\mathbf{Z}^n}$. Restricting ourselves to attractive systems, we consider the stationary processes obtained when either of two distinguished stationary distributions is used, the smallest and largest stationary distributions with respect to a natural partial order on measures. In discrete time, we show that these stationary processes with state space $\{0, 1\}^{\mathbf{Z}^n}$ and index set $\mathbf{Z}$ are isomorphic (in the sense of ergodic theory) to an independent process indexed by $\mathbf{Z}$. In the translation invariant case, we prove the stronger fact that these stationary processes, viewed as $\{0, 1\}$-valued processes with index set $\mathbf{Z}^n \times \mathbf{Z}$ (space-time), are isomorphic to an independent process also indexed by $\mathbf{Z}^n \times \mathbf{Z}$. Such processes are called Bernoulli shifts. Finally, we extend all of these results to continuous time.
Publié le : 1991-04-14
Classification:  Bernoullicity,  attractive spin systems,  couplings,  $\overline{d}$-metric,  28D15,  60G10,  60K35
@article{1176990444,
     author = {Steif, Jeffrey E.},
     title = {Space-Time Bernoullicity of the Lower and Upper Stationary Processes for Attractive Spin Systems},
     journal = {Ann. Probab.},
     volume = {19},
     number = {4},
     year = {1991},
     pages = { 609-635},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1176990444}
}
Steif, Jeffrey E. Space-Time Bernoullicity of the Lower and Upper Stationary Processes for Attractive Spin Systems. Ann. Probab., Tome 19 (1991) no. 4, pp.  609-635. http://gdmltest.u-ga.fr/item/1176990444/