Title
An enumerative formula for the spherical cap discrepancy
Abstract
The spherical cap discrepancy is a widely used measure for how uniformly a sample of points on the sphere is distributed. Being hard to compute, this discrepancy measure is typically replaced by some lower or upper estimates when designing optimal sampling schemes for the uniform distribution on the sphere. In this paper, we provide a fully explicit, easy to implement enumerative formula for the spherical cap discrepancy. Not surprisingly, this formula is of combinatorial nature and, thus, its application is limited to spheres of small dimension and moderate sample sizes. Nonetheless, it may serve as a useful calibrating tool for testing the efficiency of sampling schemes and its explicit character might be useful also to establish necessary optimality conditions when minimizing the discrepancy with respect to a sample of given size.
Year
DOI
Venue
2021
10.1016/j.cam.2021.113409
Journal of Computational and Applied Mathematics
Keywords
DocType
Volume
11K38,90C15
Journal
390
ISSN
Citations 
PageRank 
0377-0427
0
0.34
References 
Authors
0
2
Name
Order
Citations
PageRank
Holger Heitsch100.34
René Henrion230529.65