Skip to content
DraconiticResearch
Search Sources API
203,203 studies31 sourcesUpdated 8 min ago
PreprintarXiv licencearXiv

Generating Functions and the Minimum Spectral Radius in Strongly Connected Digraphs with m+2 Edges

Abstract

We study the minimum adjacency spectral radius in the class ๐’ฎ๐’žm+2(m) of strongly connected digraphs with m vertices and m+2 edges. Using generating functions for directed paths, we associate with the relevant digraphs topological polynomials whose smallest positive roots determine the corresponding spectral radii. Based on an ear decomposition, we obtain a complete structural classification of ๐’ฎ๐’žm+2(m) by showing that every digraph in this class can be obtained from a butterfly digraph by attaching a single ear. This reduces the extremal problem to the optimization and comparison of finitely many polynomial families subject to their realizability conditions. We prove that the minimum spectral radius is determined by the polynomial Pmin(z)=1โˆ’2zmโˆ’1โˆ’zm. If Rmโˆˆ(0,1) denotes its unique root, then minGโˆˆ๐’ฎ๐’žm+2(m)ฯ(G)=Rmโˆ’1. For mโ‰ฅ4, the minimum is attained, up to isomorphism, uniquely by the cross-chorded cycle ๐’žmร—. For m=3, there are exactly two non-isomorphic minimizers, both with spectral radius (1+โˆš5)/2. Finally, we establish the bounds 21/(mโˆ’1)<ฯ(๐’žmร—)<31/(mโˆ’1).

Related

  1. Generating Functions and the Entropy Hierarchy of Strongly Connected Digraphs
    Rostislav Klech
    arXivPreprintarXiv licenceFull textCombinatorics & discrete mathematicsarXiv
  2. Sharp bounds and extremal structure of minimally strongly k-connected digraphs
    Junran Yu, Gregory Gutin, Hong-Jian Lai +1
    arXivPreprintCC BY 4.0Full textCombinatorics & discrete mathematicsarXiv
  3. Eccentric Connectivity Index of Cartesian product and Strong product of Strongly Connected Digraphs
    Vysakh Chakooth, Prasanth G. Narasimha-Shenoi
    arXivPreprintarXiv licenceFull textCombinatorics & discrete mathematicsarXiv
  4. Highly connected uniquely k-linked digraphs
    Jรธrgen Bang-Jensen
    arXivPreprintCC BY-NC-ND 4.0Full textCombinatorics & discrete mathematicsarXiv
  5. Quasi-strongly regular digraphs constructed from transitive groups of degree nโ‰ค 110
    Vedrana Mikuliฤ‡ Crnkoviฤ‡, Matea Zuboviฤ‡ ลฝutolija
    arXivPreprintarXiv licenceFull textCombinatorics & discrete mathematicsarXiv
BibTeX
@misc{klech2026generating,
  title = {{Generating Functions and the Minimum Spectral Radius in Strongly Connected Digraphs with $m+2$ Edges}},
  author = {Rostislav Klech},
  howpublished = {arXiv},
  year = {2026},
  month = sep,
  doi = {10.48550/arxiv.2609.18367},
  eprint = {2609.18367},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.18367},
}
RIS
TY  - UNPB
TI  - Generating Functions and the Minimum Spectral Radius in Strongly Connected Digraphs with m+2 Edges
AU  - Rostislav Klech
PY  - 2026
DA  - 2026/09/16
PB  - arXiv
DO  - 10.48550/arxiv.2609.18367
UR  - https://arxiv.org/abs/2609.18367
AB  - We study the minimum adjacency spectral radius in the class ๐’ฎ๐’ž_m+2(m) of strongly connected digraphs with m vertices and m+2 edges. Using generating functions for directed paths, we associate with the relevant digraphs topological polynomials whose smallest positive roots determine the corresponding spectral radii. Based on an ear decomposition, we obtain a complete structural classification of ๐’ฎ๐’ž_m+2(m) by showing that every digraph in this class can be obtained from a butterfly digraph by attaching a single ear. This reduces the extremal problem to the optimization and comparison of finitely many polynomial families subject to their realizability conditions. We prove that the minimum spectral radius is determined by the polynomial P_min(z)=1โˆ’2z^mโˆ’1โˆ’z^m. If R_mโˆˆ(0,1) denotes its unique root, then min_Gโˆˆ๐’ฎ๐’ž_m+2(m)ฯ(G)=R_m^โˆ’1. For mโ‰ฅ4, the minimum is attained, up to isomorphism, uniquely by the cross-chorded cycle ๐’ž_m^ร—. For m=3, there are exactly two non-isomorphic minimizers, both with spectral radius (1+โˆš5)/2. Finally, we establish the bounds 2^1/(mโˆ’1)<ฯ(๐’ž_m^ร—)<3^1/(mโˆ’1).
ER  -