Barycentric maps for compactly supported measures

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Abstract

After outlining the way in which an intrinsic mean G={Gn} on a complete metric space gives rise to a contractive barycentric map on some class of Borel probability measures and some basic examples of this process, we show how the resulting barycentric map gives rise to a general theory of integration of measurable functions into the space. We apply this machinery to the cone of positive invertible elements of a C-algebra equipped with the Thompson metric to derive barycentric maps and their basic properties arising from the power means. Finally we derive basic results for the Karcher barycenter including its approximation by the barycentric maps for power means and its satisfaction of the Karcher equation.

Original languageEnglish
Pages (from-to)1009-1026
Number of pages18
JournalJournal of Mathematical Analysis and Applications
Volume458
Issue number2
DOIs
StatePublished - 15 Feb 2018

Keywords

  • Barycentric map
  • Borel probability measure
  • Karcher geometric mean
  • Power mean
  • Wasserstein metric

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