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Boletim da Sociedade Paranaense de Matemática
Article . 2025 . Peer-reviewed
License: CC BY
Data sources: Crossref
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Effects of duplication operations on signless laplacian spectrum and network measures

Authors: Fareeha Hanif; Ali Raza;

Effects of duplication operations on signless laplacian spectrum and network measures

Abstract

This article investigates the spectral properties of graphs under vertex and edge duplication, analyzing how these operations affect the eigenvalues of Signless Laplacian operators. We derive the spectra for graphs with duplicated vertices and edges, and evaluate key invariants such as Kirchhoff index, global mean-first passage time, and spanning tree counts. Our results link structural graph transformations to their spectral outcomes, offering insights for graph-based modeling in network science.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average