{ "id": "0912.1429", "version": "v3", "published": "2009-12-08T07:44:20.000Z", "updated": "2011-03-10T14:13:33.000Z", "title": "Harmonic functions, h-transform and large deviations for random walks in random environments in dimensions four and higher", "authors": [ "Atilla Yilmaz" ], "comment": "Published in at http://dx.doi.org/10.1214/10-AOP556 the Annals of Probability (http://www.imstat.org/aop/) by the Institute of Mathematical Statistics (http://www.imstat.org)", "journal": "Annals of Probability 2011, Vol. 39, No. 2, 471-506", "doi": "10.1214/10-AOP556", "categories": [ "math.PR" ], "abstract": "We consider large deviations for nearest-neighbor random walk in a uniformly elliptic i.i.d. environment on $\\mathbb{Z}^d$. There exist variational formulae for the quenched and averaged rate functions $I_q$ and $I_a$, obtained by Rosenbluth and Varadhan, respectively. $I_q$ and $I_a$ are not identically equal. However, when $d\\geq4$ and the walk satisfies the so-called (T) condition of Sznitman, they have been previously shown to be equal on an open set $\\mathcal{A}_{\\mathit {eq}}$. For every $\\xi\\in\\mathcal{A}_{\\mathit {eq}}$, we prove the existence of a positive solution to a Laplace-like equation involving $\\xi$ and the original transition kernel of the walk. We then use this solution to define a new transition kernel via the h-transform technique of Doob. This new kernel corresponds to the unique minimizer of Varadhan's variational formula at $\\xi$. It also corresponds to the unique minimizer of Rosenbluth's variational formula, provided that the latter is slightly modified.", "revisions": [ { "version": "v3", "updated": "2011-03-10T14:13:33.000Z" } ], "analyses": { "keywords": [ "large deviations", "random environments", "harmonic functions", "h-transform", "unique minimizer" ], "tags": [ "journal article" ], "note": { "typesetting": "TeX", "pages": 0, "language": "en", "license": "arXiv", "status": "editable", "adsabs": "2009arXiv0912.1429Y" } } }