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Explicit upper bounds on the threshold of one-dimensional long-range percolation

Published 8 Oct 2026 in math.PR and cond-mat.stat-mech | (2610.11872v1)

Abstract: We study bond percolation on the one-dimensional lattice in which two sites at distance rr are connected with probability pr=C/r<sup>1+σp_r=C/r<sup>{1+σ}, where $0 < σ< 1$. An infinite cluster exists if CC exceeds a critical value Cc(σ)C_c(σ), which is not known exactly: the available results are the lower bound of Schulman, Cc≥1/[2ζ(1+σ)]C_c\ge1/[2ζ(1+σ)], and numerical estimates. Here we prove explicit upper bounds. We apply a second-moment argument to a family of random monotone paths whose steps have a heavy-tailed (Sibuya) distribution. Two such paths meet only a finite number of times, and their overlap is computed exactly by renewal theory. The result is a closed-form bound, which gives Cc≤σ+O(σ<sup>2)C_c\leσ+O(σ<sup>2) as σ→0σ\to0 and is below $1$ for $σ&lt; 0.667$. Since the paths are monotone, the bound holds also for oriented percolation, and it determines the oriented threshold asymptotically: Cc<sup>→ζ(1+σ)→1C_c<sup>{\rightarrow}ζ(1+σ)\to1 as σ→0σ\to0. A coarse-grained version of the argument, with blocks of sites in place of sites, gives an explicit bound $C_c &lt; 1$ for every $σ&lt; 1$. We compare the bounds with the known numerical values of CcC_c.

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