A complete characterization of graphs for which $m_G(-1) = n-d-1$
Songnian Xu, Wenhao Zhen, Dein Wong

TL;DR
This paper fully characterizes connected graphs where the multiplicity of the eigenvalue -1 equals the number of vertices minus the diameter minus one, including cases where -1 is an eigenvalue of the diameter path.
Contribution
It provides a complete characterization of graphs achieving the extremal eigenvalue multiplicity condition, including cases where -1 is an eigenvalue of the diameter path.
Findings
Graphs with $m_G(-1) = n - d - 1$ are fully characterized.
Extremal graphs are identified when $-1$ is or isn't an eigenvalue of the diameter path.
The results unify the understanding of eigenvalue multiplicities related to graph diameter.
Abstract
Let be a simple connected graph of order with diameter . Let denote the multiplicity of the eigenvalue of the adjacency matrix of , and let be the diameter path of . If is not an eigenvalue of , then by the interlacing theorem, we have . In this article, we characterize the extremal graphs where equality holds. Moreover, for the completeness of the results, we also characterize the graphs that achieve when is an eigenvalue of . Thus, we provide a complete characterization of the graphs for which .
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Taxonomy
Topicsgraph theory and CDMA systems · Advanced Graph Theory Research · Graph Labeling and Dimension Problems
