Documentation scienceplus.abes.fr version Bêta

À propos de : Numerical methods for matching for teams and Wasserstein barycenters        

AttributsValeurs
type
Is Part Of
Subject
Title
  • Numerical methods for matching for teams and Wasserstein barycenters
Date
has manifestation of work
related by
Author
Abstract
  • Equilibrium multi-population matching (matching for teams) is a problem from mathematical economics which is related to multi-marginal optimal transport. A special but important case is the Wasserstein barycenter problem, which has applications in image processing and statistics. Two algorithms are presented: a linear programming algorithm and an efficient nonsmooth optimization algorithm, which applies in the case of the Wasserstein barycenters. The measures are approximated by discrete measures: convergence of the approximation is proved. Numerical results are presented which illustrate the efficiency of the algorithms.
article type
publisher identifier
  • m2an150084
Date Copyrighted
Rights
  • © EDP Sciences, SMAI 2015
Rights Holder
  • EDP Sciences, SMAI
is part of this journal
is primary topic of



Alternative Linked Data Documents: ODE     Content Formats:       RDF       ODATA       Microdata