Title of article :
Stationary determinantal processes: Phase multiplicity, Bernoullicity, entropy, and domination
Author/Authors :
Lyons، Russell نويسنده , , Steif، Jeffrey E. نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2003
Abstract :
We study a class of stationary processes indexed by Z^d that are defined via minors of d-dimensional (multilevel) Toeplitz matrices. We obtain necessary and sufficient conditions for phase multiplicity (the existence of a phase transition) analogous to that which occurs in statistical mechanics. Phase uniqueness is equivalent to the presence of a strong (kappla)-property, a particular strengthening of the usual (kappla)(Kolmogorov) property. We show that all of these processes are Bernoulli shifts (isomorphic to independent identically distributed (i.i.d.) processes in the sense of ergodic theory). We obtain estimates of their entropies, and we relate these processes via stochastic domination to product measures.
Keywords :
Desertification , Deforestation , human impact , Land degradation , Ethiopia , sediment deposition , Soil erosion , Late Quaternary
Journal title :
DUKE MATHEMATICAL JOURNAL
Journal title :
DUKE MATHEMATICAL JOURNAL