Enumeration and Asymptotic Analysis of Strict Non-Plane Cactus Graphs over a Finite Set of Cycle Lengths

We consider the enumeration of strict cactus graphs, in the free, non-plane setting, whose cyclic blocks are drawn from a finite set of admissible cycle lengths rather than from a single fixed length. For any such set we give an exact combinatorial characterization of which vertex counts occur; for two admissible cycle lengths this characterization takes a closed form via the classical Frobenius coin problem. When every admissible cycle length is odd, we prove a closed-form expression for the critical value governing the exponential growth rate, extending a result previously known only for a single admissible cycle length; when an even cycle length is present, we show that the same method of proof is structurally obstructed. We establish the general shape of the asymptotic enumeration for an arbitrary finite set of admissible cycle lengths, and we obtain a closed form for an associated second-order coefficient in the all-odd case. Numerical data, cross-validated by two independent methods, are given for four representative examples.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-21
DOI
https://doi.org/10.5281/zenodo.22875492
Primary Topic
Markov Chains and Monte Carlo Methods
Type
preprint
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preprint

Enumeration and Asymptotic Analysis of Strict Non-Plane Cactus Graphs over a Finite Set of Cycle Lengths

K. A. Vyatkina, Frederic G. Speyser
Zenodo (CERN European Organization for Nuclear Research)
Markov Chains and Monte Carlo Methods
preprint

Enumeration and Asymptotic Analysis of Strict Non-Plane Cactus Graphs over a Finite Set of Cycle Lengths

K. A. Vyatkina, Frederic G. Speyser
preprint en

Abstract

We consider the enumeration of strict cactus graphs, in the free, non-plane setting, whose cyclic blocks are drawn from a finite set of admissible cycle lengths rather than from a single fixed length. For any such set we give an exact combinatorial characterization of which vertex counts occur; for two admissible cycle lengths this characterization takes a closed form via the classical Frobenius coin problem. When every admissible cycle length is odd, we prove a closed-form expression for the critical value governing the exponential growth rate, extending a result previously known only for a single admissible cycle length; when an even cycle length is present, we show that the same method of proof is structurally obstructed. We establish the general shape of the asymptotic enumeration for an arbitrary finite set of admissible cycle lengths, and we obtain a closed form for an associated second-order coefficient in the all-odd case. Numerical data, cross-validated by two independent methods, are given for four representative examples.

Zenodo (CERN European Organization for Nuclear Research)
Cooper and Company (United States) (US), Russian University of Cooperation (RU)
Markov Chains and Monte Carlo Methods
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Enumeration and Asymptotic Analysis of Strict Non-Plane Cactus Graphs over a Finite Set of Cycle Lengths — K. A. Vyatkina, Frederic G. Speyser · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS