Characterization of Graphs with Some Normalized Laplacian Eigenvalue Having Multiplicity

n-4

Shaowei Sun

Communications in Mathematics and Statistics ›› 2026, Vol. 14 ›› Issue (4) : 683 -693.

PDF
Communications in Mathematics and Statistics ›› 2026, Vol. 14 ›› Issue (4) :683 -693. DOI: 10.1007/s40304-024-00395-5
Article
research-article
Characterization of Graphs with Some Normalized Laplacian Eigenvalue Having Multiplicity
n-4
Author information +
History +
PDF

Abstract

The spectrum of the normalized Laplacian matrix of a graph provides a lot of structural information of the graph, and it has applications in numerous areas and in different guises. In this paper, we completely characterize all connected graphs of order

n≥25
with some normalized Laplacian eigenvalue
ρ∈(0,n-1n-2)
having multiplicity
n-4
.

Keywords

Graph / Normalized Laplacian matrix / Multiplicity of eigenvalues / 05C50 / 15A18

Cite this article

Download citation ▾
Shaowei Sun. Characterization of Graphs with Some Normalized Laplacian Eigenvalue Having Multiplicity
n-4
. Communications in Mathematics and Statistics, 2026, 14 (4) : 683-693 DOI:10.1007/s40304-024-00395-5

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Bondy JA, Murty USR. Graph theory with applications, 1976, New York, MacMillan

[2]

Berman A, Chen DM, Chen ZB, Liang WZ, Zhang XD. A family of graphs that are determined by their normalized Laplacian spectra. Linear Algebra Appl., 2018, 548: 66-76

[3]

Cavers, M.: The normalized Laplacian matrix and general Randić index of graphs, PhD dissertation, University of Regina, (2010)

[4]

Chang GJ, Huang LH, Yeh HG. A characterization of graphs with rank 4. Linear Algebra Appl., 2011, 434: 1793-1798

[5]

Chung, F.K.: Spectral graph theory. AMS, Providence (1997)

[6]

Das KC, Sun S. Extremal graph on normalized Laplacian spectral radius and energy, Elect. Jour. Linear. Algebra, 2016, 29: 237-253

[7]

Jost J, Mulas R, Münch F. Spectral gap of the largest eigenvalue of the normalized graph Laplacian. Commun. Math. Stat., 2022, 10: 371-381

[8]

Li J, Guo J-M, Shiu WC. Bounds on normalized Laplacian eigenvalues of graphs. J. Ineq. Appl., 2014, 316: 1-8

[9]

Milovanović EI, Matejić MM, Milovanović IŽ. On the normalized Laplacian spectral radius, Laplacian incidence energy and Kemeny’s constant. Linear Algebra Appl., 2019, 582: 181-196

[10]

Oboudi MR. Characterization of graphs with exactly two non-negative eigenvalues. Ars Math. Contemp., 2017, 12: 271-286

[11]

Radziszowski, S.P.: Small Ramsey numbers, Electron. J. Combin. DS1.16 (2021)

[12]

Schur I. Über eine Klasse von Mittelbildungen mit Anwendungen auf die Determinantentheorie. Sitzungsber. Berl. Math. Ges., 1923, 22: 9-20

[13]

Sun S, Das KC. Normalized Laplacian eigenvalues with chromatic number and independence number of graphs. Linear Multi. Algebra, 2020, 68(1): 63-80

[14]

Sun S, Das KC. On the second largest normalized Laplacian eigenvalue of graphs. Appl. Math. Comput., 2019, 348: 531-541

[15]

Sun S, Das KC. On the multiplicities of normalized Laplacian eigenvalues of graphs. Linear Algebra Appl., 2021, 609: 365-385

[16]

Tograsev A. Graphs with exactly two negative eigenvalues. Math. Nachr., 1985, 122: 135-140

[17]

Tian F, Wong D, Wang S. Characterization of graphs with some normalized Laplacian eigenvalue of multiplicity n-3\documentclass[12pt]{minimal}\usepackage{amsmath}\usepackage{wasysym}\usepackage{amsfonts}\usepackage{amssymb}\usepackage{amsbsy}\usepackage{mathrsfs}\usepackage{upgreek}\setlength{\oddsidemargin}{-69pt}\begin{document}$$n-3$$\end{document}. Linear Algebra Appl., 2020, 606: 127-143

[18]

Tian F, Wang Y. Full characterization of graphs having certain normalized Laplacian eigenvalue of multiplicity n-3\documentclass[12pt]{minimal}\usepackage{amsmath}\usepackage{wasysym}\usepackage{amsfonts}\usepackage{amssymb}\usepackage{amsbsy}\usepackage{mathrsfs}\usepackage{upgreek}\setlength{\oddsidemargin}{-69pt}\begin{document}$$n-3$$\end{document}. Linear Algebra Appl., 2021, 630: 69-83

[19]

van Dam ER, Omidi GR. Graphs whose normalized Laplacian has three eigenvalues. Linear Algebra Appl., 2011, 435: 2560-2569

Funding

National Natural Science Foundation of China(11901525)

Rights & permissions

School of Mathematical Sciences, University of Science and Technology of China and Springer-Verlag GmbH Germany, part of Springer Nature

PDF

704

Accesses

0

Citation

Detail

Sections
Recommended

/

〈 〉