Abstract
Let G = (V, E), V = {v1, v2, …, vn}, be a simple connected graph with n vertices, m edges and a sequence of vertex degrees d1 ≽ d2 ≽ … ≽ dn. Denote by A and D the adjacency matrix and diagonal vertex degree matrix of G, respectively. The signless Laplacian of G is defined as L+ = D + A and the normalized signless Laplacian matrix as \(r\left( G \right) = \gamma _2^ + /\gamma _n^ + \). The normalized signless Laplacian spreads of a connected nonbipartite graph G are defined as \(l\left( G \right) = \gamma _2^ + - \gamma _n^ + \), where \(\gamma _1^ + \geqslant \gamma _2^ + \geqslant \ldots \geqslant \gamma _n^ + \geqslant 0\) are eigenvalues of \({{\cal L}^ + }\). We establish sharp lower and upper bounds for the normalized signless Laplacian spreads of connected graphs. In addition, we present a better lower bound on the signless Laplacian spread.
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E. Andrade, G. Dahl, L. Leal, M. Robbiano: New bounds for the signless Laplacian spread. Linear Algebra Appl. 566 (2019), 98–120.
E. Andrade, M. A. A. de Freitas, M. Robbiano, J. Rodríguez: New lower bounds for the Randić spread. Linear Algebra Appl. 544 (2018), 254–272.
M. Biernacki, H. Pidek, C. Ryll-Nardzewski: Sur une inéqualité entre des intégrales definies. Ann. Univ. Mariae Curie-Skłodowska, Sect. A 4 (1950), 1–4. (In French.)
Ş. B. Bozkurt Altındağ: Note on the sum of powers of normalized signless Laplacian eigenvalues of graphs. Math. Interdisc. Research 4 (2019), 171–182.
Ş. B. Bozkurt Altındağ: Sum of powers of normalized signless Laplacian eigenvalues and Randić (normalized) incidence energy of graphs. Bull. Int. Math. Virtual Inst. 11 (2021), 135–146.
Ş. B. Bozkurt, A. D. Güngör, I. Gutman, A. S. Çevik: Randić matrix and Randić energy. MATCH Commun. Math. Comput. Chem. 64 (2010), 239–250.
S. K. Butler: Eigenvalues and Structures of Graphs: Ph.D. Thesis. University of California, San Diego, 2008.
M. Cavers, S. Fallat, S. Kirkland: On the normalized Laplacian energy and general Randić index R−1 of graphs. Linear Algebra Appl. 433 (2010), 172–190.
B. Cheng, B. Liu: The normalized incidence energy of a graph. Linear Algebra Appl. 438 (2013), 4510–4519.
F. R. K. Chung: Spectral Graph Theory. Regional Conference Series in Mathematics 92. AMS, Providence, 1997.
V. Cirtoaje: The best lower bound depended on two fixed variables for Jensen’s inequality with ordered variables. J. Inequal. Appl. 2010 (2010), Article ID 128258, 12 pages.
D. M. Cvetković, M. Doob, H. Sachs: Spectra of Graphs: Theory and Applications. Pure and Applied Mathematics 87. Academic Press, New York, 1980.
D. Cvetković, P. Rowlinson, S. K. Simić: Signless Laplacian of finite graphs. Linear Algebra Appl. 423 (2007), 155–171.
D. Cvetković, S. K. Simić: Towards a spectral theory of graphs based on the signless Laplacian. II. Linear Algebra Appl. 432 (2010), 2257–2277.
K. C. Das, A. D. Güngör, Ş. B. Bozkurt: On the normalized Laplacian eigenvalues of graphs. Ars Comb. 118 (2015), 143–154.
H. Gomes, I. Gutman, E. Andrade Martins, M. Robbiano, B. San Martín: On Randić spread. MATCH Commun. Math. Comput. Chem. 72 (2014), 249–266.
H. Gomes, E. Martins, M. Robbiano, B. San Martín: Upper bounds for Randić spread. MATCH Commun. Math. Comput. Chem. 72 (2014), 267–278.
R. Gu, F. Huang, X. Li: Randić incidence energy of graphs. Trans. Comb. 3 (2014), 1–9.
I. Gutman, E. Milovanović, I. Milovanović: Bounds for Laplacian-type graph energies. Miskolc Math. Notes 16 (2015), 195–203.
I. Gutman, N. Trinajstić: Graph theory and molecular orbitals: Total φ-electron energy of alternant hydrocarbons. Chem. Phys. Lett. 17 (1972), 535–538.
B. Liu, Y. Huang, J. Feng: A note on the Randić spectral radius. MATCH Commun. Math. Comput. Chem. 68 (2012), 913–916.
M. Liu, B. Liu: The signless Laplacian spread. Linear Algebra Appl. 432 (2010), 505–514.
A. D. Maden Güngör, A. S. Çevik, N. Habibi: New bounds for the spread of the signless Laplacian spectrum. Math. Inequal. Appl. 17 (2014), 283–294.
I. Milovanović, E. Milovanović, E. Glogić: On applications of Andrica-Badea and Nagy inequalities in spectral graph theory. Stud. Univ. Babes-Bolyai, Math. 60 (2015), 603–609.
D. S. Mitrinović: Analytic Inequalities. Die Grundlehren der mathematischen Wissenschaften 165. Springer, Berlin, 1970.
M. Randić: Characterization of molecular branching. J. Am. Chem. Soc. 97 (1975), 6609–6615.
L. Shi: Bounds on Randić indices. Discrete Math. 309 (2009), 5238–5241.
P. Zumstein: Comparison of Spectral Methods Through the Adjacency Matrix and the Laplacian of a Graph: Diploma Thesis. ETH Zürich, Zürich, 2005.
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The research has been supported by the Serbian Ministry of Education, Science and Technological Development, grant No. 451-03-68/2022-14/200102.
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Milovanović, E., Bozkurt Altindağ, Ş.B., Matejić, M. et al. On the signless Laplacian and normalized signless Laplacian spreads of graphs. Czech Math J 73, 499–511 (2023). https://doi.org/10.21136/CMJ.2023.0005-22
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DOI: https://doi.org/10.21136/CMJ.2023.0005-22