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Newton algorithm for semi-discrete optimal transport Thibert, Boris
Description
It has been recently shown that a damped Newton algorithm allows to solve the optimal transport problem between an absolutely continuous measure and a discrete one when the cost satisfies a discrete version of the Ma-Trudinger-Wang condition. I will consider here the case where the source measure is not supported on a set of maximal dimension. More precisely, under genericity and connectedness conditions, I will show the convergence of the damped Newton algorithm to solve the optimal transport problem for the quadratic cost in $\mathbb{R}^d$ when the source measure is supported on a simplex soup, each simplex being of arbitrary dimension greater than $2$.
Item Metadata
Title |
Newton algorithm for semi-discrete optimal transport
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Creator | |
Publisher |
Banff International Research Station for Mathematical Innovation and Discovery
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Date Issued |
2017-04-10T14:30
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Description |
It has been recently shown that a damped Newton algorithm allows to solve the optimal transport problem between an absolutely continuous measure and a discrete one when the cost satisfies a discrete version of the Ma-Trudinger-Wang condition. I will consider here the case where the source measure is not supported on a set of maximal dimension. More precisely, under genericity and connectedness conditions, I will show the convergence of the damped Newton algorithm to solve the optimal transport problem for the quadratic cost in $\mathbb{R}^d$ when the source measure is supported on a simplex soup, each simplex being of arbitrary dimension greater than $2$.
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Extent |
27.0
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Subject | |
Type | |
File Format |
video/mp4
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Language |
eng
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Notes |
Author affiliation: LJK Universite Grenoble
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Series | |
Date Available |
2019-03-10
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Provider |
Vancouver : University of British Columbia Library
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Rights |
Attribution-NonCommercial-NoDerivatives 4.0 International
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DOI |
10.14288/1.0376725
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URI | |
Affiliation | |
Peer Review Status |
Unreviewed
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Scholarly Level |
Faculty
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Rights URI | |
Aggregated Source Repository |
DSpace
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Item Media
Item Citations and Data
Rights
Attribution-NonCommercial-NoDerivatives 4.0 International