English

Distribution functions, extremal limits and optimal transport

Optimization and Control 2015-02-25 v1

Abstract

Encouraged by the study of extremal limits for sums of the form limN1Nn=1Nc(xn,yn)\lim_{N\to\infty}\frac{1 }{N}\sum_{n=1}^N c(x_n,y_n) with uniformly distributed sequences {xn},{yn}\{x_n\},\,\{y_n\} the following extremal problem is of interest maxγ[0,1]2c(x,y)γ(dx,dy),\max_{\gamma}\int_{[0,1]^2}c(x,y)\gamma(dx,dy), for probability measures γ\gamma on the unit square with uniform marginals, i.e., measures whose distribution function is a copula. The aim of this article is to relate this problem to combinatorial optimization and to the theory of optimal transport. Using different characterizations of maximizing γ\gamma's one can give alternative proofs of some results from the field of uniform distribution theory and beyond that treat additional questions. Finally, some applications to mathematical finance are addressed.

Keywords

Cite

@article{arxiv.1502.06839,
  title  = {Distribution functions, extremal limits and optimal transport},
  author = {Maria Rita Iacò and Stefan Thonhauser and Robert F. Tichy},
  journal= {arXiv preprint arXiv:1502.06839},
  year   = {2015}
}
R2 v1 2026-06-22T08:36:39.981Z