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Probability and statistical mechanics · 2 manuscript(s)

Planar first-passage geometry and the absence of bigeodesics

Verified by Lean
Open on GitHub

1 · The essentials

Imagine a square grid of roads, each assigned a random, nonnegative travel time. A fastest route is one that takes the least total time between its endpoints. The main manuscript shows that, with probability one, there is no route extending endlessly in both directions whose every finite section is a fastest route. This conclusion assumes that road times are independent, follow the same distribution, and give zero probability to every single exact value. It also requires a bound on how large the smallest of four independently sampled times can be, measured by its average square. A companion manuscript studies the overall shape of the region reachable as travel time grows: for exponential road times, it has no straight boundary segments and its boundary has a continuously varying tangent. That companion result has a Lean formalization; the supplied source does not identify the main manuscript’s absence result as formalized.

A picture to help (an imperfect image, not to be taken literally)

As an imperfect image, picture an endless delivery route through a city with randomly assigned road delays. The question is whether every stretch of that same route could be a fastest way between its endpoints, no matter how far you extend it in either direction. The main manuscript rules out such a route under its stated assumptions, rather than merely ruling out one chosen in advance.

Why it matters

The main manuscript describes its result as resolving the planar no-bigeodesics conjecture under the stated moment assumption. Its conclusion excludes all such routes simultaneously without requiring any regularity of the large-scale reachable shape. The companion manuscript addresses the separate strict-convexity and differentiability conjectures for the planar exponential model.

2 · Going further

In first-passage percolation, edge weights serve as travel times, and a geodesic minimizes their sum between its endpoints. A bigeodesic is a doubly infinite path whose every finite section is a geodesic. The main manuscript considers planar first-passage percolation with independent, identically distributed nonnegative nonatomic edge weights. If are independent samples from their common distribution, its moment hypothesis is .

Under these assumptions, the manuscript shows that almost surely no bigeodesic exists. The quantifier is important: the conclusion excludes every bigeodesic simultaneously, not just any particular path specified beforehand. The abstract describes this as resolving the planar no-bigeodesics conjecture under that moment assumption and explicitly imposes no regularity assumption on the limit shape.

The companion manuscript concerns undirected nearest-neighbor first-passage percolation on . For independent exponential edge weights, it establishes strict convexity of the limit shape and a boundary. It also states differentiability of the time-constant norm for every Gamma edge-weight law with positive shape and rate. These are complementary conclusions about large-scale geometry, whereas the main manuscript concerns the existence of globally minimizing infinite paths.

The supplied abstracts state the results but do not describe the arguments, so they do not support an account of the proof mechanism or a dependency between the two manuscripts. The companion manuscript is explicitly marked Lean-formalized. The supplied material does not give a theorem-by-theorem account of that formalization’s coverage.

Useful notions

  • Independent random variables with a common distribution
  • Paths on the square lattice
  • Travel time as a sum of edge weights
  • Probability-one statements
  • Convexity and differentiability

What was known before / what is new

Before

The source identifies the absence of planar bigeodesics as a conjecture addressed by the main manuscript. It also identifies strict convexity and differentiability of the planar exponential limit shape as conjectures addressed by the companion manuscript. It supplies no further history or earlier partial results.

New

The main manuscript shows simultaneous absence of all bigeodesics under the nonatomicity and moment hypotheses, without assuming regularity of the limit shape. The Lean-formalized companion reports strict convexity and a boundary for the planar exponential limit shape. It also states a broader differentiability conclusion for the time-constant norm under every Gamma law with positive shape and rate.

Limits and assumptions

The absence result requires independent, identically distributed, nonnegative, nonatomic edge weights and a finite second moment for the minimum of four independent weights. It does not claim the same conclusion outside those hypotheses. Strict convexity and a boundary are stated for the exponential model; the Gamma extension states differentiability of the time-constant norm, not strict convexity. Only the companion manuscript is explicitly marked Lean-formalized, and the source does not specify whether every claim in it is covered. The abstracts give neither argument details nor an explicit list of remaining open cases.

Mini glossary

First-passage percolation
—
A random travel-time model in which paths are assigned the sum of their edge weights and travel between endpoints uses the smallest such sum.
Bigeodesic
—
A path extending infinitely in both directions whose every finite section minimizes travel time between its endpoints.
Nonatomic distribution
—
A probability distribution that assigns probability zero to each individual value.
Limit shape
—
The large-scale shape describing the reachable region as travel time grows.
Strict convexity
—
The property of a convex shape whose boundary contains no nontrivial straight segment.
boundary
—
A boundary that is continuously differentiable, with a continuously varying tangent.

Keywords : First-passage percolation · Bigeodesics · Limit-shape regularity

AI-generated explanation based on the manuscript. Unofficial. Refer to the manuscript for the authoritative version.

3 · Technical details and sources

Claim made in the manuscript (source text)

Proves that planar first-passage percolation has no doubly infinite geodesic for iid nonnegative nonatomic edge weights when the minimum of four weights has finite second moment. For exponential weights, the limit shape is strictly convex with C1 boundary. Differentiability also holds for every Gamma law with positive shape and rate.

Verified by Lean: the Lean software checked the part of the reasoning described below, sometimes only part of the manuscript. This does not mean independent mathematicians have validated the result.

Scope of the Lean formalization (source text)

…

lean/docs/212.md

Manuscripts in this family

★

No bigeodesics in planar first-passage percolation

24/09/2026
To be verified

We prove that planar first-passage percolation with independent identically distributed nonnegative nonatomic edge weights has almost surely no doubly infinite geodesic, provided the minimum of four independent weights has finite second moment. This resolves the planar no-bigeodesics conjecture under that moment assumption. The conclusion rules out all bigeodesics simultaneously, without any regularity assumption on the limit shape.

2.

Strict convexity and differentiability of the planar exponential first-passage limit shape

24/09/2026
Verified by Lean

We prove that the limit shape of undirected nearest-neighbor first-passage percolation on ℤ2 with independent exponential edge weights is strictly convex and has a C1 boundary. This resolves the strict convexity and differentiability conjectures for the planar exponential model. More generally, we prove differentiability of the time-constant norm for every Gamma edge-weight law with positive shape and rate.