English

Fault-tolerant mutual-visibility: complexity and solutions for grid-like networks

Combinatorics 2025-12-02 v1 Discrete Mathematics

Abstract

Networks are often modeled using graphs, and within this setting we introduce the notion of kk-fault-tolerant mutual visibility. Informally, a set of vertices XV(G)X \subseteq V(G) in a graph GG is a kk-fault-tolerant mutual-visibility set (kk-ftmv set) if any two vertices in XX are connected by a bundle of k+1k+1 shortest paths such that: (ii) each shortest path contains no other vertex of XX, and (iiii) these paths are internally disjoint. The cardinality of a largest kk-ftmv set is denoted by fμk(G)\mathrm{f}\mu^{k}(G). The classical notion of mutual visibility corresponds to the case k=0k = 0. This generalized concept is motivated by applications in communication networks, where agents located at vertices must communicate both efficiently (i.e., via shortest paths) and confidentially (i.e., without messages passing through the location of any other agent). The original notion of mutual visibility may fail in unreliable networks, where vertices or links can become unavailable. Several properties of kk-ftmv sets are established, including a natural relationship between fμk(G)\mathrm{f}\mu^{k}(G) and ω(G)\omega(G), as well as a characterization of graphs for which fμk(G)\mathrm{f}\mu^{k}(G) is large. It is shown that computing fμk(G)\mathrm{f}\mu^{k}(G) is NP-hard for any positive integer kk, whether kk is fixed or not. Exact formulae for fμk(G)\mathrm{f}\mu^{k}(G) are derived for several specific graph topologies, including grid-like networks such as cylinders and tori, and for diameter-two networks defined by Hamming graphs and by the direct product of complete graphs.

Keywords

Cite

@article{arxiv.2512.01978,
  title  = {Fault-tolerant mutual-visibility: complexity and solutions for grid-like networks},
  author = {Serafino Cicerone and Gabriele Di Stefano and Sandi Klavžar and Gang Zhang},
  journal= {arXiv preprint arXiv:2512.01978},
  year   = {2025}
}

Comments

25 pages, 3 figure, 1 table

R2 v1 2026-07-01T08:04:16.267Z