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- research-articleNovember 2023
Getting the Lay of the Land in Discrete Space: A Survey of Metric Dimension and Its Applications
The metric dimension of a graph is the smallest number of nodes required to identify all other nodes uniquely based on shortest path distances. Applications of metric dimension include discovering the source of a spread in a network, canonically labeling ...
- research-articleJanuary 2020
Resolvability of Hamming Graphs
SIAM Journal on Discrete Mathematics (SIDMA), Volume 34, Issue 4Pages 2063–2081https://doi.org/10.1137/19M1274511A subset of vertices in a graph is called resolving when the geodesic distances to those vertices uniquely distinguish every vertex in the graph. Here, we characterize the resolvability of Hamming graphs in terms of a constrained linear system and deduce ...
- abstractSeptember 2019
Low-Dimensional Representation of Genomic Sequences
BCB '19: Proceedings of the 10th ACM International Conference on Bioinformatics, Computational Biology and Health InformaticsPage 549https://doi.org/10.1145/3307339.3342620The symbolic nature of biological sequence data greatly complicates its analysis. As many of the most powerful, widely used analysis techniques work exclusively in the context of Euclidean spaces, methods of embedding DNA, RNA, and protein sequences in ...
- research-articleJanuary 2018
On {ℓ}-Metric Dimensions in Graphs
Fundamenta Informaticae (FUNI), Volume 162, Issue 2-3Pages 143–160https://doi.org/10.3233/FI-2018-1718A subset S of vertices is a resolving set in a graph if every vertex has a unique array of distances to the vertices of S. Consequently, we can locate any vertex of the graph with the aid of the distance arrays. The problem of finding the smallest ...
- research-articleJanuary 2018
Bounding the Order of a Graph Using Its Diameter and Metric Dimension: A Study Through Tree Decompositions and VC Dimension
SIAM Journal on Discrete Mathematics (SIDMA), Volume 32, Issue 2Pages 902–918https://doi.org/10.1137/16M1097833The metric dimension of a graph is the minimum size of a set of vertices such that each vertex is uniquely determined by the distances to the vertices of that set. Our aim is to upper-bound the order $n$ of a graph in terms of its diameter $d$ and metric ...
- articleSeptember 2014
Centroidal bases in graphs
We introduce the notion of a centroidal locating set of a graph G, that is, a set L of vertices such that all vertices in G are uniquely determined by their relative distances to the vertices of L. A centroidal locating set of G of minimum size is ...
- ArticleMarch 2013
On dimension partitions in discrete metric spaces
DGCI'13: Proceedings of the 17th IAPR international conference on Discrete Geometry for Computer ImageryPages 11–22https://doi.org/10.1007/978-3-642-37067-0_2Let (W,d) be a metric space and S={s1 …sk} an ordered list of subsets of W. The distance between p∈W and si∈S is d(p, si)= min { d(p,q) : q∈si }. S is a resolving set for W if d(x, si)=d(y, si) for all si implies x=y. A metric basis is a resolving set ...
- ArticleApril 2011
Metric bases for polyhedral gauges
DGCI'11: Proceedings of the 16th IAPR international conference on Discrete geometry for computer imageryPages 116–128Let (W, d) be a metric space. A subset S ⊆ W is a resolving set for W if d(x, p) = d(y, p) for all p ∈ S implies x = y. A metric basis is a resolving set of minimal cardinality, named the metric dimension (of W). Metric bases and dimensions have been ...
- ArticleJuly 2010
On approximation complexity of metric dimension problem
We study the approximation complexity of the Metric Dimension problem in bounded degree, dense as well as in general graphs. For the general case, we prove that the Metric Dimension problem is not approximable within (1-ε)lnn for any ε>0, unless NP⊆...
- articleApril 2007
On the Metric Dimension of Cartesian Products of Graphs
- Jose´ Ca´ceres,
- Carmen Hernando,
- Merce` Mora,
- Ignacio M. Pelayo,
- Mari´a L. Puertas,
- Carlos Seara,
- David R. Wood
SIAM Journal on Discrete Mathematics (SIDMA), Volume 21, Issue 2Pages 423–441https://doi.org/10.1137/050641867A set of vertices $S$ resolves a graph $G$ if every vertex is uniquely determined by its vector of distances to the vertices in $S$. The metric dimension of $G$ is the minimum cardinality of a resolving set of $G$. This paper studies the metric ...