Maximal stream and minimal cutset for first passage percolation through a domain of Rd\mathbb{R}^d

preprint2014arXivOpen access

Abstract

We consider the standard first passage percolation model in the rescaled graph Zd/n\mathbb{Z}^d/n for d≥2d\geq2 and a domain ΩΩ of boundary ΓΓ in Rd\mathbb{R}^d. Let Γ1Γ^1 and Γ2Γ^2 be two disjoint open subsets of ΓΓ, representing the parts of ΓΓ through which some water can enter and escape from ΩΩ. A law of large numbers for the maximal flow from Γ1Γ^1 to Γ2Γ^2 in ΩΩ is already known. In this paper we investigate the asymptotic behavior of a maximal stream and a minimal cutset. A maximal stream is a vector measure μ⃗nmax⁡\vecμ_n^{\max} that describes how the maximal amount of fluid can cross ΩΩ. Under conditions on the regularity of the domain and on the law of the capacities of the edges, we prove that the sequence (μ⃗nmax⁡)n≥1(\vecμ_n^{\max})_{n\geq1} converges a.s. to the set of the solutions of a continuous deterministic problem of maximal stream in an anisotropic network. A minimal cutset can been seen as the boundary of a set Enmin⁡E_n^{\min} that separates Γ1Γ^1 from Γ2Γ^2 in ΩΩ and whose random capacity is minimal. Under the same conditions, we prove that the sequence (Enmin⁡)n≥1(E_n^{\min})_{n\geq1} converges toward the set of the solutions of a continuous deterministic problem of minimal cutset. We deduce from this a continuous deterministic max-flow min-cut theorem and a new proof of the law of large numbers for the maximal flow. This proof is more natural than the existing one, since it relies on the study of maximal streams and minimal cutsets, which are the pertinent objects to look at.

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