Abstract
In this work, we explore links between natural homology and persistent homology for the classification of directed spaces. The former is an algebraic invariant of directed spaces, a semantic model of concurrent programs. The latter was developed in the context of topological data analysis, in which topological properties of point-cloud data sets are extracted while eliminating noise. In both approaches, the evolution of homological properties is tracked through a sequence of inclusions of usual topological spaces. Exploiting this similarity, we show that natural homology may be considered a persistence object, and may be calculated as a colimit of uni-dimensional persistent homologies along traces.
| Original language | English |
|---|---|
| Pages (from-to) | 2247-2284 |
| Number of pages | 38 |
| Journal | Journal of Applied and Computational Topology |
| Volume | 8 |
| Issue number | 8 |
| DOIs | |
| Publication status | Published - 1 Dec 2024 |
Keywords
- 55N31
- 68T99
- Concurrent programs
- Directed homotopy
- Persistent homology
- Semantic models
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