Morse hyper-graphs of topological spaces and decompositions
Tomoo Yokoyama

TL;DR
This paper introduces Morse hyper-graphs as a unified topological invariant that generalizes Reeb graphs, Morse decompositions, and cell complexes, applicable to various topological spaces and decompositions.
Contribution
It unifies concepts of cell complexes, Morse decompositions, and Reeb graphs into a new framework of Morse hyper-graphs for topological spaces.
Findings
Existence of Morse hyper-graphs for any topological space and invariant decomposition
Generalization of Reeb graphs and Morse graphs through abstract weak element spaces
Refinement of abstract cell complexes using Morse hyper-graphs
Abstract
The cell complex structure is one of the most fundamental structures in topology and combinatorics, the Morse decomposition of a dynamical system analyzes the global gradient behavior, and the Reeb graph of a function is an elementary tool in Morse theory to represent the global connection and is also used to analyze continuous and discrete data in topological data analysis. In this paper, we unify three concepts of cell complexes, Morse decompositions, and Reeb graphs into a concept. In fact, we introduce topological invariants for topological spaces and decompositions, which are analogous to abstract (weak) orbit spaces and Morse graphs for flows. To achieve these, we define analogous concepts of recurrence and "chain-recurrence" for topological spaces and decompositions such that the original and new recurrences correspond to each other for a flow orbits on a locally compact…
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
TopicsTopological and Geometric Data Analysis
