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ESAIM: P&S, 1998, Vol. 2, pp. 135-161
DOI: 10.1051/ps:1998105
Large deviations, central limit theorems and Lp convergence for Young measures and stochastic homogenizations
Julien Michel1 and Didier Piau21 (jmichel@umpa.ens-lyon.fr)
2 (piau@jonas.univ-lyon1.fr)
Abstract
We study the stochastic homogenization processes considered by Baldi
(1988) and by Facchinetti and Russo (1983). We precise the speed of
convergence towards the homogenized state by proving the following
results: (i) a large deviations principle holds for the Young measures;
if the Young measures are evaluated on a given function, then (ii) the
speed of convergence is bounded in every Lp norm by an
explicit rate and (iii) central limit theorems hold. In dimension 1,
we apply these results to the stochastic homogenization of random
p-Laplacian operators for any p > 1.
Résumé
Nous étudions les processus d'homogénéisation stochastique considérés
par Baldi (1988) et par Facchinetti and Russo (1983). Nous précisons
la vitesse de convergence vers l'état homogénéisé en démontrant les
résultats suivants : (i) les mesures de Young associées vérifient un
principe de grandes déviations ; si on considère les valeurs prises par
les mesures de Young en une fonction donnée, alors (ii) la vitesse de
convergence de ces valeurs est bornée dans tous les Lp par un
taux explicite et (iii) elles vérifient un théorème central limite.
En dimension 1, nous appliquons ces résultats à l'homogénéisation
stochastique de p-laplaciens aléatoires, pour tout p > 1.
Key words: Stochastic homogenization / large deviations / Young measures / limit theorems / rate of convergence.
© EDP Sciences, SMAI 1998
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