Metric Spaces in Applied Topology Joshua Mirth, Colorado State - - PowerPoint PPT Presentation

metric spaces in applied topology
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Metric Spaces in Applied Topology Joshua Mirth, Colorado State - - PowerPoint PPT Presentation

Metric Spaces in Applied Topology Joshua Mirth, Colorado State University QG&T at OSU April 27, 2019 Two principles: Datasets are metric spaces. Datasets have shapes. A dataset in R 2 and its VietorisRips complex. 2


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Metric Spaces in Applied Topology

Joshua Mirth, Colorado State University QG&T at OSU – April 27, 2019

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Two principles:

  • Datasets are metric spaces.
  • Datasets have shapes.

A dataset in R2 and its Vietoris–Rips complex.

2

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Synthesis: make simplicial complexes metric spaces! ( 1

3a + 1 3b + 1 3c)

a b c d ( 1

4c + 3 4d)

  • Metrizes the simplicial complex topology when finite.
  • More natural when the vertex set is a (possibly infinite) metric

space. Qestions:

  • If M is a manifold, for what r is VRm(M; r) ≃ M?
  • When VRm(M; r) is not homotopy equivalent to M, what is its

homotopy type?

3