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Differentiation and regularity of semi-discrete optimal transport with respect to the parameters of the discrete measure.

Authors :
de Gournay, Frédéric
Kahn, Jonas
Lebrat, Léo
Source :
Numerische Mathematik; Feb2019, Vol. 141 Issue 2, p429-453, 25p
Publication Year :
2019

Abstract

This paper aims at determining under which conditions the semi-discrete optimal transport is twice differentiable with respect to the parameters of the discrete measure and exhibits numerical applications. The discussion focuses on minimal conditions on the background measure to ensure differentiability. We provide numerical illustrations in stippling and blue noise problems. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0029599X
Volume :
141
Issue :
2
Database :
Complementary Index
Journal :
Numerische Mathematik
Publication Type :
Academic Journal
Accession number :
134564206
Full Text :
https://doi.org/10.1007/s00211-018-1000-4