# On the rank (nullity) of a connected graph

## TL;DR

This paper establishes a link between the rank of a connected graph's adjacency matrix and the existence of certain subgraphs, and applies this to solve a problem relating nullity, maximum degree, and graph structure.

## Contribution

It proves that connected graphs contain a nonsingular induced subgraph of size equal to their rank and solves a problem connecting nullity, maximum degree, and graph isomorphism classes.

## Key findings

- Connected graphs have a nonsingular induced subgraph of size equal to their rank.
- The nullity of a connected graph is bounded by a formula involving maximum degree and order.
- Equality cases are characterized by specific graph structures like cycles and complete bipartite graphs.

## Abstract

The rank $r(G)$ of a graph $G$ is the rank of its adjacency matrix $A(G)$ and the nullity $\eta(G)$ of $G$ is the multiplicity of $0$ as an eigenvalue of $A(G)$. In this paper, we prove that if $G$ is a connected graph of order $n$ with rank $r$, then $G$ contains a nonsingular connected induced subgraph of order $r$. As an application of the result, we completely solve the following problem posed by Zhou, Wong and Sun in [Linear Algebra and its Applications, 555 (2018) 314-320]: Let $G$ be a connected graph of order $n$ with nullity $\eta(G)$ and the maximum degree $\Delta$. Then $$\eta(G)\le\frac{(\Delta-2)n+2}{\Delta-1},$$ the equality holds if and only if $G\cong C_n$ ($n\equiv 0$ $(mod\ 4)$) or $G\cong K_{\Delta, \Delta}$.

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Source: https://tomesphere.com/paper/1903.02929