Skip to content
Open access

Permutation invariance in last-passage percolation and the distribution of the Busemann process

Jun 2025 · Probability theory and related fields · 3 citations · ⚡ 1 influential · 27 references
Mathematics

Abstract

In i.i.d. exponential last-passage percolation, we describe the joint distribution of Busemann functions, over all edges and over all directions, in terms of a joint last-passage problem in a finite inhomogeneous environment. More specifically, the Busemann increments within a $$k\times \ell $$ k × ℓ grid, and associated to d different directions, are equal in distribution to a particular collection of last-passage increments inside a $$(k+d-1)\times (\ell +d-1)$$ ( k + d - 1 ) × ( ℓ + d - 1 ) grid. The joint Busemann distribution was previously described along a horizontal line by Fan and the fourth author, using certain queueing maps. By contrast, our new description explicitly gives the joint distribution for any collection of edges (not just along a horizontal line) using only finitely many random variables. Our result thus provides an exact and accessible way to sample from the joint distribution. In the proof, we rely on one-directional marginal distributions of the inhomogeneous Busemann functions recently studied by Janjigian and the second and fourth authors. The second ingredient of our proof is a novel joint invariance of inhomogeneous last-passage times under permutations of the inhomogeneity parameters. Our proof of the invariance is different from earlier proofs of such results, using the Burke property instead of the RSK correspondence, and leading to an explicit coupling of the weights before and after the permutation of the parameters.

Read PDF

Similar papers

Preprint Oct 2026

Quenched First-Passage Asymptotics for Branching Random Walk on a Hamming Cube

We study continuous-time supercritical branching random walks in space-inhomogeneous random environment on the Hamming cube $\{0,1,\dots,b-1\}^d$, where the reproduction laws at each site are i.i.d. sampled. This serves as an idealized model for RNA sequence evolution with mutation--selection balance. The reproduction...

Jose H. Blanchet, Zhen-Yuan Zhang · 0 citations
Preprint Aug 2026

Phase Transition and Fluctuation Results for First-Passage Percolation on Spread-Out Cycle Graphs

We study first-passage percolation on the $\ell$-spread-out one-dimensional cycle of size $n$, where vertices are connected if their graph distance is at most $\ell$. We assign i.i.d.~non-negative random weights from a Weibull distribution $\omega_e \sim \mathrm{Exp}(1)^{1/\theta}$ to the edges for $\theta>0$ fixed. Th...

P. Dey, Daecheol Kim · 1 citation
Open access Oct 2026

Critical first passage percolation on random graphs

In 1999, Zhang proved that for first passage percolation on the square lattice Z2 with i.i.d. nonnegative passage times on each edge, if the probability that an edge has zero passage time is exactly 1/2 (the critical threshold for bond percolation on Z2), then the passage time from the origin to the boundary of [−n,n]2...

S. Bhamidi, Rick Durrett, Xiang-Ying Huang · 0 citations
Preprint Oct 2026

Mixing Times of Switch Chains via High-Dimensional Expansion

The switch chain is a Markov chain defined on the set of labelled realizations of a given graphical degree sequence. At each step, a pair of vertex-disjoint edges is chosen at random and the process attempts to replace them with a uniformly chosen perfect matching of the same four vertices, rejecting any proposal that...

Sawyer Jack Robertson · 0 citations
Preprint Sep 2026

Geodesic traces in dynamical Brownian last passage percolation

We consider Brownian last passage percolation (BLPP) in which the Brownian increment process on each unit horizontal interval is independently resampled at rate one. By combining strong passage-time stability estimates with a multiscale analysis of static near-optimal paths, we show that, for every $\varepsilon>0$, the...

Manan Bhatia · 1 citation · ⚡1
Preprint Aug 2026

Incidence-based random walks on simplicial complexes

We introduce an incidence-based random walk on the edges of a random two-dimensional simplicial complex with a complete $1$-skeleton and independently retained triangular faces. The dynamics combine two transport channels, one mediated by vertices and the other by triangular faces, through an effective transition opera...

C. T. Martínez-Martínez, Francisco J Sevilla · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.