Smooth weakly modular graphs

📅 2026-09-24
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This study addresses the open problem posed by Brešar et al. concerning the structural characterization of smooth and strongly smooth classes within weakly modular graphs. By integrating techniques from metric graph theory, convexity theory, and Cartesian product and gated amalgamation decompositions, this work provides an exact characterization of weakly modular graphs through the exclusion of specific isometric subgraphs. Specifically, it establishes the first forbidden subgraph characterizations based on five- and seven-vertex configurations, formulates a definitive criterion for the smoothness of weakly modular graphs, and completes the full classification of prime strongly smooth weakly modular graphs. Collectively, these contributions resolve the aforementioned open problem, offering a comprehensive structural understanding of smoothness properties in weakly modular graphs.
📝 Abstract
A graph $G=(V,E)$ is called smooth (respectively, strongly smooth) if for any two vertices $u,v\in V$, the distance point-shadow $v|u := \{ x\in V: d(u,x)=d(u,v)+d(v,x)\}$, respectively, the point-shadow $v/u := \{ x\in V: v\in\mathrm{conv}(u,x)\}$, is geodesically convex. Smooth graphs have been introduced by Nebeský (2005) in the context of step systems. Graphs with convex point-shadows and convex distance point-shadows also naturally occur in convexity theory. Brešar et al. (2026) recently showed that several classes of graphs are smooth and that smoothness is preserved by Cartesian products, gated amalgams, and isometric subgraphs. Weakly modular graphs comprise the most important classes of graphs from Metric Graph Theory: median, modular, Helly, bridged, and dual polar graphs. In this note, we characterize smooth and strongly smooth weakly modular graphs in terms of forbidden isometric subgraphs on 5 and 7 vertices. This settles Problem 1 of the paper by Brešar et al. We also characterize prime strongly smooth weakly modular graphs, i.e., strongly smooth weakly modular graphs that cannot be obtained from smaller graphs by Cartesian products and gated amalgams.
Problem

Research questions and friction points this paper is trying to address.

smooth graphs
weakly modular graphs
forbidden isometric subgraphs
prime graphs
Metric Graph Theory
Innovation

Methods, ideas, or system contributions that make the work stand out.

Smooth weakly modular graphs
Forbidden isometric subgraphs
Strongly smooth graphs
Prime graphs
Metric Graph Theory
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Victor Chepoi
Victor Chepoi
LIS, Aix-Marseille Université
metric graph theorycombinatoricsalgorithms
B
Bruno J. Schmidt
Max Planck Institute for Mathematics in the Sciences, Inselstraße 22, D-04103 Leipzig, Germany; Bioinformatics Group, Department of Computer Science & Interdisciplinary Center for Bioinformatics, Leipzig University, Härtelstraße 16–18, D-04107 Leipzig, Germany
P
Peter F. Stadler
Max Planck Institute for Mathematics in the Sciences, Inselstraße 22, D-04103 Leipzig, Germany; Bioinformatics Group, Department of Computer Science & Interdisciplinary Center for Bioinformatics, Leipzig University, Härtelstraße 16–18, D-04107 Leipzig, Germany; Department of Theoretical Chemistry, University of Vienna, Währingerstraße 17, A-1090 Wien, Austria; Facultad de Ciencias, Universidad Nacional de Colombia, Bogotá, Colombia; Santa Fe Institute, 1399 Hyde Park Rd., Santa Fe, NM 87501, USA