On the asymptotics and the non-holonomic character of first returns in the standard Euclidean lattice

We give precise asymptotics to the number of first-time returning random walks in the standard orthogonal lattice in R d , and we prove that these numbers do not form a P -recursive sequence.In the process, the known asymptotics of the number of closed walks are obtained in an elementary way, by using a combinatorial and geometric multiplication principle together with the classical theory of Legendre polynomials.An important observation is the connection that we make between closed walks and a sequence that has been studied when analyzing both staircase polygons and abelian squares.By showing that the relevant generating functions are G-functions, we use a form of the Hadamard convolution to find their singularities in all dimensions.We use general properties to prove that the generating function of closed walks is not invertible as a G-function, which immediately implies that the generating function of the first time returning walks is not holonomic.

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Publication Details

Journal
Enumerative Combinatorics and Applications
Published
2026-04-24
DOI
https://doi.org/10.54550/eca2026v6s3r18
Primary Topic
Stochastic processes and statistical mechanics
Type
article
Field-Weighted Citation Impact
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On the asymptotics and the non-holonomic character of first returns in the standard Euclidean lattice

Liviu Suciu, Dorin Dumitraşcu
Enumerative Combinatorics and Applications
Stochastic processes and statistical mechanics
article

On the asymptotics and the non-holonomic character of first returns in the standard Euclidean lattice

Liviu Suciu, Dorin Dumitraşcu
article en

Abstract

We give precise asymptotics to the number of first-time returning random walks in the standard orthogonal lattice in R d , and we prove that these numbers do not form a P -recursive sequence.In the process, the known asymptotics of the number of closed walks are obtained in an elementary way, by using a combinatorial and geometric multiplication principle together with the classical theory of Legendre polynomials.An important observation is the connection that we make between closed walks and a sequence that has been studied when analyzing both staircase polygons and abelian squares.By showing that the relevant generating functions are G-functions, we use a form of the Hadamard convolution to find their singularities in all dimensions.We use general properties to prove that the generating function of closed walks is not invertible as a G-function, which immediately implies that the generating function of the first time returning walks is not holonomic.

Enumerative Combinatorics and ApplicationsVol. 6(3)
Adrian College (US)
Openalex Percentile: Top 5%
Stochastic processes and statistical mechanics
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