Research Article

ECCENTRICITY SPECTRUM OF JOIN OF CENTRAL GRAPHS AND ECCENTRICITY WIENER INDEX OF GRAPHS

Volume: 16 Number: 6 June 9, 2026

ECCENTRICITY SPECTRUM OF JOIN OF CENTRAL GRAPHS AND ECCENTRICITY WIENER INDEX OF GRAPHS

Abstract

The eccentricity matrix of a simple connected graph is obtained from its distance matrix by preserving the largest non-zero distance in each row and column, while setting all other entries to zero. This article examines the $\epsilon$-spectrum and $\epsilon$-spectral radius of central graphs of triangle-free regular graphs. The study further explores the irreducibility of the eccentricity matrix of central graphs. Moreover, we investigate the $\epsilon$-spectrum and the irreducibility of various central graph operations, such as the central vertex join, central edge join, and central vertex-edge join. Also, we compute the $\epsilon$-energy of specific graphs. These findings allow us to construct new families of $\epsilon$-cospectral graphs and non $\epsilon$-cospectral $\epsilon$-equienergetic graphs. Additionally, we estimate certain upper and lower bounds for the eccentricity Wiener index of graphs and an upper bound for the eccentricity energy of self-centered graphs.

Keywords

Thanks

The authors would like to express their sincere gratitude to both the referees for a very careful reading of this paper and for all their insightful comments, which have led to several meaningful improvements.

References

  1. [1] Brouwer, A. E. and Haemers, W. H., (2011), Spectra of graphs, Springer Science & Business Media.
  2. [2] Cvetkovic, D. M., Doob, M. and Sachs, H., (1980), Spectra of graphs-Theory and applications, 87, Academic Press, Inc, New York-London.
  3. [3] Darabi, H., Alizadeh, Y., Klavzar, S. and Das, K. C., (2021), On the relation between Wiener index and eccentricity of a graph, J. Comb. Optim., 41(4), pp. 817–829.
  4. [4] Divyadevi, T. and Jeyaraman, I., (2024), On the eccentricity matrices of certain bi-block graphs, Bull. Malays. Math. Sci. Soc., 47(3), pp.1–28.
  5. [5] Haritha, T. and Chithra, A. V.,(2023), On the distance spectrum and distance-based topological indices of central vertex-edge join of three graphs, Armen. J. Math., 15(10), pp. 1– 16.
  6. [6] Ou, X., Zhang, X., (2024), Least energy sign-changing solutions for Kirchhoff-type equations with logarithmic nonlinearity on locally finite graphs, TWMS J. Pure Appl. Math., 15(2), pp. 286-317
  7. [7] Haritha, T. and Chithra, A. V., (2024), On the distance spectra of central vertex join and central edge join of two regular graphs, Ric. Mat., 73(4), pp. 1663–1681.
  8. [8] Jahfar, T. K. and Chithra A.V., (2020), Central vertex join and central edge join of two graphs, AIMS Math., 5(6), pp. 7214–7233.

Details

Primary Language

English

Subjects

Combinatorics and Discrete Mathematics (Excl. Physical Combinatorics)

Journal Section

Research Article

Publication Date

June 9, 2026

Submission Date

April 24, 2025

Acceptance Date

September 17, 2025

Published in Issue

Year 2026 Volume: 16 Number: 6

APA
Ashokan, A., & Av, C. (2026). ECCENTRICITY SPECTRUM OF JOIN OF CENTRAL GRAPHS AND ECCENTRICITY WIENER INDEX OF GRAPHS. TWMS Journal of Applied and Engineering Mathematics, 16(6), 725-739. https://izlik.org/JA86FX25MJ
AMA
1.Ashokan A, Av C. ECCENTRICITY SPECTRUM OF JOIN OF CENTRAL GRAPHS AND ECCENTRICITY WIENER INDEX OF GRAPHS. JAEM. 2026;16(6):725-739. https://izlik.org/JA86FX25MJ
Chicago
Ashokan, Anjitha, and Chithra Av. 2026. “ECCENTRICITY SPECTRUM OF JOIN OF CENTRAL GRAPHS AND ECCENTRICITY WIENER INDEX OF GRAPHS”. TWMS Journal of Applied and Engineering Mathematics 16 (6): 725-39. https://izlik.org/JA86FX25MJ.
EndNote
Ashokan A, Av C (June 1, 2026) ECCENTRICITY SPECTRUM OF JOIN OF CENTRAL GRAPHS AND ECCENTRICITY WIENER INDEX OF GRAPHS. TWMS Journal of Applied and Engineering Mathematics 16 6 725–739.
IEEE
[1]A. Ashokan and C. Av, “ECCENTRICITY SPECTRUM OF JOIN OF CENTRAL GRAPHS AND ECCENTRICITY WIENER INDEX OF GRAPHS”, JAEM, vol. 16, no. 6, pp. 725–739, June 2026, [Online]. Available: https://izlik.org/JA86FX25MJ
ISNAD
Ashokan, Anjitha - Av, Chithra. “ECCENTRICITY SPECTRUM OF JOIN OF CENTRAL GRAPHS AND ECCENTRICITY WIENER INDEX OF GRAPHS”. TWMS Journal of Applied and Engineering Mathematics 16/6 (June 1, 2026): 725-739. https://izlik.org/JA86FX25MJ.
JAMA
1.Ashokan A, Av C. ECCENTRICITY SPECTRUM OF JOIN OF CENTRAL GRAPHS AND ECCENTRICITY WIENER INDEX OF GRAPHS. JAEM. 2026;16:725–739.
MLA
Ashokan, Anjitha, and Chithra Av. “ECCENTRICITY SPECTRUM OF JOIN OF CENTRAL GRAPHS AND ECCENTRICITY WIENER INDEX OF GRAPHS”. TWMS Journal of Applied and Engineering Mathematics, vol. 16, no. 6, June 2026, pp. 725-39, https://izlik.org/JA86FX25MJ.
Vancouver
1.Anjitha Ashokan, Chithra Av. ECCENTRICITY SPECTRUM OF JOIN OF CENTRAL GRAPHS AND ECCENTRICITY WIENER INDEX OF GRAPHS. JAEM [Internet]. 2026 Jun. 1;16(6):725-39. Available from: https://izlik.org/JA86FX25MJ