Betti numbers of random manifolds
Michael Farber, Thomas Kappeler

TL;DR
This paper derives asymptotic formulas for the expected Betti numbers of configuration spaces of random planar linkages, revealing how these topological invariants behave as the number of links grows large.
Contribution
It provides explicit asymptotic expressions for the expected Betti numbers under two probability measures, combining geometric and analytic methods.
Findings
Explicit asymptotic formulas for expected Betti numbers
Connection between Betti numbers and volumes of geometric intersections
Analysis applicable to large numbers of links in planar linkages
Abstract
We study mathematical expectations of Betti numbers of configuration spaces of planar linkages, viewing the lengths of the bars of the linkage as random variables. Our main result gives an explicit asymptotic formulae for these mathematical expectations for two distinct probability measures describing the statistics of the length vectors when the number of links tends to infinity. In the proof we use a combination of geometric and analytic tools. The average Betti numbers are expressed in terms of volumes of intersections of a simplex with certain half-spaces.
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
TopicsData Management and Algorithms · Topological and Geometric Data Analysis
