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Journal article

The bottleneck degree of algebraic varieties

From

KTH Royal Institute of Technology1

Department of Applied Mathematics and Computer Science, Technical University of Denmark2

Cognitive Systems, Department of Applied Mathematics and Computer Science, Technical University of Denmark3

University of California at Berkeley4

A bottleneck of a smooth algebraic variety X ⊂ C n is a pair (x, y) of distinct points x, y ∊ X such that the Euclidean normal spaces at x and y contain the line spanned by x and y. The narrowness of bottlenecks is a fundamental complexity measure in the algebraic geometry of data. In this paper we study the number of bottlenecks of affine and projective varieties, which we call the bottleneck degree.

The bottleneck degree is a measure of the complexity of computing all bottlenecks of an algebraic variety, using, for example, numerical homotopy methods. We show that the bottleneck degree is a function of classical invariants such as Chern classes and polar classes. We give the formula explicitly in low dimension and provide an algorithm to compute it in the general case.

Language: English
Publisher: Society for Industrial and Applied Mathematics
Year: 2020
Pages: 227-253
ISSN: 24706566
Types: Journal article
DOI: 10.1137/19M1265776
ORCIDs: 0000-0002-7186-1524 and Eklund, David

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