Unifying adjacency, Laplacian, and signless Laplacian theories

Let G be a simple graph with associated diagonal matrix of vertex degrees D(G), adjacency matrix A(G), Laplacian matrix L(G), and signless Laplacian matrix Q(G). Recently, Nikiforov proposed the family of matrices Aₐ(G), defined for any real α ∈ [0, 1], as: Aₐ(G) = α D(G) + (1 - α) A(G), and also mentioned that the matrices Aₐ can underpin a unified theory of A(G) and Q(G). Inspired by this definition, we define a family of Bₐ-matrices of G, denoted by: Bₐ(G) = α A(G) + (1 - α) L(G), for α ∈ [0, 1]. Note that L(G) = B₀(G), D(G) = 2B₁/₂(G), Q(G) = 3B₂/₃(G), and A(G) = B₁(G). In this article, we study several spectral properties of Bₐ-matrices to unify the theories of adjacency, Laplacian, and signless Laplacian matrices of graphs. In particular, we prove that each eigenvalue of Bₐ(G) is continuous with respect to α. Using this, we characterize positive semidefinite Bₐ-matrices in terms of α. As a consequence, we provide an upper bound on the independence number of G. Moreover, we establish some bounds for the largest and smallest eigenvalues of Bₐ(G). As a result, we obtain a bound for the chromatic number of G and deduce several known results. Additionally, we present a Sachs-type result for the characteristic polynomial of a Bₐ-matrix.

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Publication Details

Journal
Ars Mathematica Contemporanea
Published
2024-10-17
DOI
https://doi.org/10.26493/1855-3974.3163.6hw
Primary Topic
Topological and Geometric Data Analysis
Type
article
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Unifying adjacency, Laplacian, and signless Laplacian theories

Aniruddha Samanta, Kinkar Chandra Das, Deepshikha Deepshikha
Ars Mathematica Contemporanea
Topological and Geometric Data Analysis
article

Unifying adjacency, Laplacian, and signless Laplacian theories

Aniruddha Samanta, Kinkar Chandra Das, Deepshikha Deepshikha
article en

Abstract

Let G be a simple graph with associated diagonal matrix of vertex degrees D(G), adjacency matrix A(G), Laplacian matrix L(G), and signless Laplacian matrix Q(G). Recently, Nikiforov proposed the family of matrices Aₐ(G), defined for any real α ∈ [0, 1], as: Aₐ(G) = α D(G) + (1 - α) A(G), and also mentioned that the matrices Aₐ can underpin a unified theory of A(G) and Q(G). Inspired by this definition, we define a family of Bₐ-matrices of G, denoted by: Bₐ(G) = α A(G) + (1 - α) L(G), for α ∈ [0, 1]. Note that L(G) = B₀(G), D(G) = 2B₁/₂(G), Q(G) = 3B₂/₃(G), and A(G) = B₁(G). In this article, we study several spectral properties of Bₐ-matrices to unify the theories of adjacency, Laplacian, and signless Laplacian matrices of graphs. In particular, we prove that each eigenvalue of Bₐ(G) is continuous with respect to α. Using this, we characterize positive semidefinite Bₐ-matrices in terms of α. As a consequence, we provide an upper bound on the independence number of G. Moreover, we establish some bounds for the largest and smallest eigenvalues of Bₐ(G). As a result, we obtain a bound for the chromatic number of G and deduce several known results. Additionally, we present a Sachs-type result for the characteristic polynomial of a Bₐ-matrix.

Ars Mathematica ContemporaneaVol. 24(4)
University of Calcutta (IN), Indian Statistical Institute (IN), Sungkyunkwan University (KR)
Reduced inequalities
Openalex Percentile: Top 78%
Topological and Geometric Data Analysis
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