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Topology in Computer Science

Marseille Seminar

Introduction to Computational Homology and Co-Homology - Part 2

Alexandra Bac (LIS)

Previous session has focussed on the definition and illustration of objects handled by homology and co-homology (and insisting on intuitions behind them), as well as "persistent homology" definition.

In this second session, starting from the question: "how to compute (co)homology and what do we expect ?", we will show that (co)homology can be computed "at different levels". And we will introduce state-of-art approaches for computing homology and persistent homology:

  • Algebraic approach (Smith Normal Form)
  • Categorical approach (effective homology)
  • Combinatorial approach (Discrete Morse Theory)
  • Made in Marseile: Homological Discrete Vector Fields or HDVF (encompasses previous approaches)