English

On the preservation of Gibbsianness under symbol amalgamation

Dynamical Systems 2009-10-30 v4 Probability

Abstract

Starting from the full--shift on a finite alphabet AA, mingling some symbols of AA, we obtain a new full shift on a smaller alphabet BB. This amalgamation defines a factor map from (AN,TA)(A^{\mathbb N},T_A) to (BN,TB)(B^{\mathbb N},T_B), where TAT_A and TBT_B are the respective shift maps. According to the thermodynamic formalism, to each regular function (`potential') ψ:ANR\psi:A^{\mathbb N}\to{\mathbb R}, we can associate a unique Gibbs measure μψ\mu_\psi. In this article, we prove that, for a large class of potentials, the pushforward measure μψπ1\mu_\psi\circ\pi^{-1} is still Gibbsian for a potential ϕ:BNR\phi:B^{\mathbb N}\to{\mathbb R} having a `bit less' regularity than ψ\psi. In the special case where ψ\psi is a `2--symbol' potential, the Gibbs measure μψ\mu_\psi is nothing but a Markov measure and the amalgamation π\pi defines a hidden Markov chain. In this particular case, our theorem can be recast by saying that a hidden Markov chain is a Gibbs measure (for a H\"older potential).

Keywords

Cite

@article{arxiv.0907.0528,
  title  = {On the preservation of Gibbsianness under symbol amalgamation},
  author = {Jean-Rene Chazottes and Edgardo Ugalde},
  journal= {arXiv preprint arXiv:0907.0528},
  year   = {2009}
}

Comments

20 pages, to appear in the proceedings of the 2007 BIRS Workshop on Entropy of Hidden Markov Processes and Connections to Dynamical Systems