Further results on the metric dimension and spectrum of graphs
-
Mohammad Farhan
mfbangun@gmail.com
-
Edy Tri Baskoro
ebaskoro@itb.ac.id
Downloads
DOI:
https://doi.org/10.56754/0719-0646.2801.027Abstract
The concept of metric dimension in graphs has the aim of finding a set of vertices in a graph with the smallest size that can be used as a reference to identify all vertices in the graph uniquely. Formally, let \(G\) be a connected graph, and let \(S = \{s_1,\dots,s_k\} \subseteq V(G)\) be an ordered set. For every \(v \in V(G)\), we define \(r(v|S) = (d(v,s_1),\dots,d(v,s_k))\) where \(d\) is the distance function of \(G\). We call \(S\) a resolving set if \(r(u|S) \neq r(v|S)\) for every \(u,v\in V(G)\), \(u \neq v\). The metric dimension of \(G\), denoted by \(\dim(G)\), is the smallest integer \(k\) such that \(G\) has a resolving set of size \(k\). Recently, the authors have initiated research on the relation between the metric dimension of a graph and its nullity (that is, the multiplicity of \(0\) in its adjacency spectrum), and we have obtained several results. In this paper, we present some new relationships between the metric dimension and the spectrum of graphs. In detail, we present an inequality involving the metric dimension and nullity of any bipartite or singular graph. Then, we give an infinite class of graphs having equal metric dimension and nullity using the rooted product of graphs. Finally, for any connected graph \(G\) other than a path, we show that a submatrix of the distance matrix of \(G\), associated with a minimal resolving set of \(G\), has the full-rank property.
Keywords
Mathematics Subject Classification:
S. Arumugam, K. Arathi Bhat, I. Gutman, M. P. Karantha, and R. Poojary, “Nullity of graphs—a survey and some new results,” in Applied linear algebra, probability and statistics— a volume in honour of C. R. Rao and Arbind K. Lal, ser. Indian Stat. Inst. Ser. Springer,
Singapore, 2023, pp. 155–175, doi: 10.1007/978-981-99-2310-6_8.
R. B. Bapat, Graphs and matrices, ser. Universitext. Springer, London; Hindustan Book Agency, New Delhi, 2010, doi: 10.1007/978-1-84882-981-7.
G. Chartrand, L. Eroh, M. A. Johnson, and O. R. Oellermann, “Resolvability in graphs and the metric dimension of a graph,” Discrete Appl. Math., vol. 105, no. 1-3, pp. 99–113, 2000.
D. M. Cvetković and I. M. Gutman, “The algebraic multiplicity of the number zero in the spectrum of a bipartite graph,” Mat. Vesnik, vol. 9/24, pp. 141–150, 1972.
D. Cvetković, I. Gutman, and N. Trinajstić, “Graph theory and molecular orbitals. II,” Croatica Chemica Acta, vol. 44, no. 3, pp. 365–374, 1972.
R. Diestel, Graph theory, 5th ed., ser. Graduate Texts in Mathematics. Springer, Berlin, 2018, vol. 173.
M. Farhan and E. T. Baskoro, “On the metric dimension and spectrum of graphs,” Communications in Combinatorics and Optimization, vol. 11, no. 2, pp. 581–598, 2024, doi: 10.22049/cco.2024.29109.1850.
C. D. Godsil and B. D. McKay, “A new graph product and its spectrum,” Bull. Austral. Math. Soc., vol. 18, no. 1, pp. 21–28, 1978, doi: 10.1017/S0004972700007760.
I. Gutman and B. Borovićanin, “Nullity of graphs: an updated survey,” Zb. Rad. (Beogr.), vol. 14(22), pp. 137–154, 2011.
F. Harary and R. A. Melter, “On the metric dimension of a graph,” Ars Combin., vol. 2, pp. 191–195, 1976.
H. Iswadi, E. T. Baskoro, R. Simanjuntak, and A. N. M. Salman, “The metric dimension of graph with pendant edges,” J. Combin. Math. Combin. Comput., vol. 65, pp. 139–145, 2008.
S. Khuller, B. Raghavachari, and A. Rosenfeld, “Landmarks in graphs,” Discrete Appl. Math., vol. 70, no. 3, pp. 217–229, 1996.
D. Kuziak and I. G. Yero, “Metric dimension related parameters in graphs: a survey on combinatorial, computational and applied results,” 2021, arXiv:2107.04877.
P. J. Slater, “Leaves of trees,” in Proceedings of the Sixth Southeastern Conference on Combinatorics, Graph Theory and Computing (Florida Atlantic Univ., Boca Raton, Fla., 1975), ser. Congress. Numer., vol. XIV. Utilitas Math., Winnipeg, MB, 1975, pp. 549–559.
R. C. Tillquist, R. M. Frongillo, and M. E. Lladser, “Getting the lay of the land in discrete space: a survey of metric dimension and its applications,” SIAM Rev., vol. 65, no. 4, pp. 919–962, 2023, doi: 10.1137/21M1409512.
I. G. Yero, D. Kuziak, and J. A. Rodríguez-Velázquez, “On the metric dimension of corona product graphs,” Comput. Math. Appl., vol. 61, no. 9, pp. 2793–2798, 2011, doi: 10.1016/j.camwa.2011.03.046.
- PPMI Postdoctoral Research Grant (Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung, Indonesia)
Similar Articles
- Monique Combescure, Circulant Matrices, Gauss Sums and Mutually Unbiased Bases, I. The Prime Number Case , CUBO, A Mathematical Journal: Vol. 11 No. 4 (2009): CUBO, A Mathematical Journal
- Jürgen Tolksdorf, Dirac Type Gauge Theories – Motivations and Perspectives , CUBO, A Mathematical Journal: Vol. 11 No. 1 (2009): CUBO, A Mathematical Journal
- Fred Brackx, Hennie De Schepper, Frank Sommen, Liesbet Van de Voorde, Discrete Clifford analysis: an overview , CUBO, A Mathematical Journal: Vol. 11 No. 1 (2009): CUBO, A Mathematical Journal
- Peter Topalov, Geodesically compatible metrics. Existence of commutative conservation laws , CUBO, A Mathematical Journal: Vol. 4 No. 2 (2002): CUBO, Matemática Educacional
- Khalil Ezzinbi, Valerie Nelson, Gaston N‘Gu´er´ekata, ð¶â½â¿â¾-Almost Automorphic Solutions of Some Nonautonomous Differential Equations , CUBO, A Mathematical Journal: Vol. 10 No. 2 (2008): CUBO, A Mathematical Journal
- Hernán Henríquez M., Estabilidad de Sistemas , CUBO, A Mathematical Journal: Vol. 2 No. 1 (2000): CUBO, Matemática Educacional
- Mohsen Razzaghi, Hamid-Reza Marzban, Hybrid Functions in the Calculus of Variations , CUBO, A Mathematical Journal: Vol. 4 No. 1 (2002): CUBO, Matemática Educacional
- Paolo Piccione, Daniel V. Tausk, Topological Methods for ODE's: Symplectic Differential Systems , CUBO, A Mathematical Journal: Vol. 5 No. 1 (2003): CUBO, Matemática Educacional
- Pablo A. Díaz, Absolutely continuous spectrum preservation: A new proof for unitary operators under finite-rank multiplicative perturbations , CUBO, A Mathematical Journal: Vol. 27 No. 3 (2025)
- Sóstenes Lins, Valdenberg Silva, On Maps with a Single Zigzag , CUBO, A Mathematical Journal: Vol. 5 No. 3 (2003): CUBO, Matemática Educacional
<< < 1 2 3 4 5 6 7 8 9 10 > >>
You may also start an advanced similarity search for this article.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 M. Farhan et al.

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.










