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A general formula for walk determinants of rooted products with applications to DGS-graph constructions

Wei Wang, Jie Shen, Lihuan Mao

TL;DR

This work addresses the problem of determining the walk-determinant of rooted product graphs $G\circ H^{(v)}$ for general rooted graphs $H^{(v)}$. It introduces a general determinant formula for $\det W_M(G\circ H^{(v)})$ that factors through a resultant between $M(H)$-polynomials and a term depending on $G$ and $H$, together with a Kronecker-product-based eigenstructure analysis. The authors define $\mathcal{F}$-preservers and provide a three-condition sufficiency test (i)-(iii) ensuring rooted graphs preserve the $\mathcal{F}$-property under rooted products, enabling construction of infinite DGS-graph families. They also give concrete examples, computational listings of small-order preservers, and conjectures about unified determinant behavior, extending known path-based results to general rooted graphs and offering practical tools for building large DGS-graphs from small seeds.

Abstract

For an $n$-vertex graph $G$, and a rooted graph $H^{(v)}$ with $v$ as the root, the rooted product graph $G\circ H^{(v)}$ is obtained from $G$ and $n$ copies of $H$ by identifying the root of the $i$th copy of $H$ with the $i$th vertex of $G$ for each $i$. As a refinement of the controllability criterion of $G\circ H^{(v)}$ obtained recently by Shan and Liu (2025), we obtain an explicit formula for the determinant of the walk matrix of $G\circ H^{(v)}$. Furthermore, for an important family of graphs $\mathcal{F}$ that are determined by their generalized spectrum (DGS), we introduce the concept of $\mathcal{F}$-preservers and provide a sufficient condition for a rooted graph to be an $\mathcal{F}$-preserver. A list of $\mathcal{F}$-preservers of small order is provided, which leads to many new infinite families of DGS-graphs using rooted products.

A general formula for walk determinants of rooted products with applications to DGS-graph constructions

TL;DR

This work addresses the problem of determining the walk-determinant of rooted product graphs for general rooted graphs . It introduces a general determinant formula for that factors through a resultant between -polynomials and a term depending on and , together with a Kronecker-product-based eigenstructure analysis. The authors define -preservers and provide a three-condition sufficiency test (i)-(iii) ensuring rooted graphs preserve the -property under rooted products, enabling construction of infinite DGS-graph families. They also give concrete examples, computational listings of small-order preservers, and conjectures about unified determinant behavior, extending known path-based results to general rooted graphs and offering practical tools for building large DGS-graphs from small seeds.

Abstract

For an -vertex graph , and a rooted graph with as the root, the rooted product graph is obtained from and copies of by identifying the root of the th copy of with the th vertex of for each . As a refinement of the controllability criterion of obtained recently by Shan and Liu (2025), we obtain an explicit formula for the determinant of the walk matrix of . Furthermore, for an important family of graphs that are determined by their generalized spectrum (DGS), we introduce the concept of -preservers and provide a sufficient condition for a rooted graph to be an -preserver. A list of -preservers of small order is provided, which leads to many new infinite families of DGS-graphs using rooted products.
Paper Structure (3 sections, 14 theorems, 38 equations, 3 figures)

This paper contains 3 sections, 14 theorems, 38 equations, 3 figures.

Key Result

Theorem 1

For any graph $G$,

Figures (3)

  • Figure 1: The rooted product graph $C_4\circ C_3$
  • Figure 2: A 4-vertex graph $H$
  • Figure 3: Graph $H_{4t+1}$

Theorems & Definitions (20)

  • Theorem 1: mao2015
  • Theorem 2: yan2026
  • Theorem 3
  • Corollary 1
  • Definition 1
  • Theorem 4
  • Lemma 1: shan
  • Proposition 1
  • proof
  • Corollary 2
  • ...and 10 more