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ABC(T)-graphs: an axiomatic characterization of the median procedure in graphs with connected and G$^2$-connected medians

Laurine Bénéteau, Jérémie Chalopin, Victor Chepoi, Yann Vaxès

TL;DR

The work advances axiomatic characterizations of the median in graphs by establishing ABCT- and ABC-graph classifications for broad graph families. It shows that graphs with connected medians are ABCT-graphs and modular graphs with $G^2$-connected medians are ABC-graphs, with bipartite Helly graphs and benzenoids occupying key roles. A refined pairing framework distinguishes when ABC-functions coincide with medians, including local-to-global criteria and co-NP containment for double-pairing recognition. It also introduces new axioms $(T_2)$ and $(E_k)$ to handle equilateral metric triangles and demonstrates that benzenoids are ABCT$_2$- and ABCE$_2$-graphs, though not ABC-graphs in general. The results unify several classical graph classes under the ABC/ABCT paradigm and open questions about the exact boundary and complexity of recognition for these properties, with potential implications for consensus in networked systems.

Abstract

The median function is a location/consensus function that maps any profile $π$ (a finite multiset of vertices) to the set of vertices that minimize the distance sum to vertices from $π$. The median function satisfies several simple axioms: Anonymity (A), Betweeness (B), and Consistency (C). McMorris, Mulder, Novick and Powers (2015) defined the ABC-problem for consensus functions on graphs as the problem of characterizing the graphs (called, ABC-graphs) for which the unique consensus function satisfying the axioms (A), (B), and (C) is the median function. In this paper, we show that modular graphs with $G^2$-connected medians (in particular, bipartite Helly graphs) are ABC-graphs. On the other hand, the addition of some simple local axioms satisfied by the median function in all graphs (axioms (T), and (T$_2$)) enables us to show that all graphs with connected median (comprising Helly graphs, median graphs, basis graphs of matroids and even $Δ$-matroids) are ABCT-graphs and that benzenoid graphs are ABCT$_2$-graphs. McMorris et al (2015) proved that the graphs satisfying the pairing property (called the intersecting-interval property in their paper) are ABC-graphs. We prove that graphs with the pairing property constitute a proper subclass of bipartite Helly graphs and we discuss the complexity status of the recognition problem of such graphs.

ABC(T)-graphs: an axiomatic characterization of the median procedure in graphs with connected and G$^2$-connected medians

TL;DR

The work advances axiomatic characterizations of the median in graphs by establishing ABCT- and ABC-graph classifications for broad graph families. It shows that graphs with connected medians are ABCT-graphs and modular graphs with -connected medians are ABC-graphs, with bipartite Helly graphs and benzenoids occupying key roles. A refined pairing framework distinguishes when ABC-functions coincide with medians, including local-to-global criteria and co-NP containment for double-pairing recognition. It also introduces new axioms and to handle equilateral metric triangles and demonstrates that benzenoids are ABCT- and ABCE-graphs, though not ABC-graphs in general. The results unify several classical graph classes under the ABC/ABCT paradigm and open questions about the exact boundary and complexity of recognition for these properties, with potential implications for consensus in networked systems.

Abstract

The median function is a location/consensus function that maps any profile (a finite multiset of vertices) to the set of vertices that minimize the distance sum to vertices from . The median function satisfies several simple axioms: Anonymity (A), Betweeness (B), and Consistency (C). McMorris, Mulder, Novick and Powers (2015) defined the ABC-problem for consensus functions on graphs as the problem of characterizing the graphs (called, ABC-graphs) for which the unique consensus function satisfying the axioms (A), (B), and (C) is the median function. In this paper, we show that modular graphs with -connected medians (in particular, bipartite Helly graphs) are ABC-graphs. On the other hand, the addition of some simple local axioms satisfied by the median function in all graphs (axioms (T), and (T)) enables us to show that all graphs with connected median (comprising Helly graphs, median graphs, basis graphs of matroids and even -matroids) are ABCT-graphs and that benzenoid graphs are ABCT-graphs. McMorris et al (2015) proved that the graphs satisfying the pairing property (called the intersecting-interval property in their paper) are ABC-graphs. We prove that graphs with the pairing property constitute a proper subclass of bipartite Helly graphs and we discuss the complexity status of the recognition problem of such graphs.
Paper Structure (21 sections, 49 theorems, 9 equations, 2 figures)

This paper contains 21 sections, 49 theorems, 9 equations, 2 figures.

Key Result

Theorem 1

For a graph $G$ and an integer $p\ge 1$, the following conditions are equivalent:

Figures (2)

  • Figure 1: Triangle and quadrangle conditions
  • Figure 2: The graphs from the proof of Proposition \ref{['bar->notpairing']}

Theorems & Definitions (95)

  • Theorem 1: GpConMed
  • Lemma 2
  • proof
  • Lemma 3
  • proof
  • Lemma 4
  • proof
  • Lemma 5
  • Lemma 6
  • proof
  • ...and 85 more