An optimal error estimate in stochastic homogenization of discrete elliptic equations

preprint2012arXivOpen access

Abstract

This paper is the companion article to [Ann. Probab. 39 (2011) 779--856]. We consider a discrete elliptic equation on the dd-dimensional lattice Zd\mathbb{Z}^d with random coefficients AA of the simplest type: They are identically distributed and independent from edge to edge. On scales large w.r.t. the lattice spacing (i.e., unity), the solution operator is known to behave like the solution operator of a (continuous) elliptic equation with constant deterministic coefficients. This symmetric "homogenized" matrix Ahom=ahomIdA_{\mathrm{hom}}=a_{\mathrm{hom}}\mathrm{Id} is characterized by ξ⋅Ahomξ=<(ξ+∇ϕ)⋅A(ξ+∇ϕ)>ξ\cdot A_{\mathrm{hom}}ξ=<(ξ+\nablaϕ)\cdot A(ξ+\nablaϕ)> for any direction ξ∈Rdξ\in\mathbb{R}^d, where the random field ϕϕ (the "corrector") is the unique solution of −∇∗⋅A(ξ+∇ϕ)=0-\nabla^*\cdot A(ξ+\nablaϕ)=0 in Zd\mathbb{Z}^d such that ϕ(0)=0ϕ(0)=0, ∇ϕ\nablaϕ is stationary and <∇ϕ>=0<\nablaϕ>=0, <⋅><\cdot> denoting the ensemble average (or expectation).

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