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Persistent homology of partially ordered spaces

  • LIF
  • Institut Camille Jordan

Research output: Contribution to journalArticlepeer-review

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 languageEnglish
Pages (from-to)2247-2284
Number of pages38
JournalJournal of Applied and Computational Topology
Volume8
Issue number8
DOIs
Publication statusPublished - 1 Dec 2024

Keywords

  • 55N31
  • 68T99
  • Concurrent programs
  • Directed homotopy
  • Persistent homology
  • Semantic models

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