Cycles in graphs and in hypergraphs: towards homology theory
A. Miroshnikov, O. Nikitenko, A. Skopenkov

TL;DR
This paper introduces algebraic topology concepts, specifically homology theory, to analyze cycles in graphs and hypergraphs, providing accessible explanations and exploring generalizations to symmetric graphs, hypergraphs, and configuration spaces.
Contribution
It presents an accessible exposition of homology theory applied to cycles in graphs and hypergraphs, including new problems and generalizations to symmetric structures and configuration spaces.
Findings
Characterization of 1-cycles in graphs
Methods to find minimal generating sets of 1-cycles
Extensions to hypergraphs and configuration spaces
Abstract
In this expository paper we present some ideas of algebraic topology (more precisely, of homology theory) in a language accessible to non-specialists in the area. A -cycle in a graph is a set of edges such that every vertex is contained in an even number of edges from . It is easy to check that the sum (modulo ) of -cycles is a -cycle. We start from the following problems: to find the number of all -cycles in a given graph; a small number of -cycles in a given graph such that any -cycle is the sum of some of them. We consider generalizations (of these problems) to graphs with symmetry, to -cycles in -dimensional hypergraphs, and to certain configuration spaces of graphs (namely, to the square and the deleted square).
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsScientific Research and Philosophical Inquiry
