2017/10/03 by Mark Kempton, Kempton, Mark, Florentin Münch +3 · 1 citation
Computer Science · Mathematics · Medicine · #Combinatorics (math.CO) #FOS: Mathematics #Homotopy and Cohomology in Algebraic Topology #Ophthalmology and Eye Disorders #Topological and Geometric Data Analysis
paper · pdf · doi:10.48550/arxiv.1710.01264
openalex publication_date 2017/10/03 · openalex created_date 2018/02/02 · openalex updated_date 2026/07/28
We prove a homology vanishing theorem for graphs with positive Bakry-Émery curvature, analogous to a classic result of Bochner on manifolds \citeBochner. Specifically, we prove that if a graph has positive curvature at every vertex, then its first homology group is trivial, where the notion of homology that we use for graphs is the path homology developed by Grigor'yan, Lin, Muranov, and Yau \citeGrigoryan2. %\Hmadded the fundamental group curvature relation We moreover prove that the fundamental group is finite for graphs with positive Bakry-Émery curvature, analogous to a classic result of Myers on manifolds \citeMyers1941. The proofs draw on several separate areas of graph theory. We study graph coverings, gain graphs, and cycle spaces of graphs, in addition to the Bakry-Émery curvature and the path homology. The main results follow as a consequence of several different relationships developed among these different areas. Specifically, we show that a graph with positive curvature can have no non-trivial infinite cover preserving 3-cycles and 4-cycles, and give a combinatorial interpretation of the first path homology in terms of the cycle space of a graph. We relate cycle spaces of graphs to gain graphs with abelian gain group, and relate these to coverings of graphs. Along the way, we prove other new facts about gain graphs, coverings, and cycles spaces that are of related interest. Furthermore, we relate gain graphs to graph homotopy and the fundamental group developed by Grigor'yan, Lin, Muranov, and Yau \citeGrigoryanhomotopy, and obtain an alternative proof to their result that the abelianization of the fundamental group is isomorphic to the first path homology over the integers.