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Can be used for optimal transport between two-dimensional grids with respect to separable cost functions of l^p form. It utilizes the Frank-Wolfe algorithm to approximate so-called pivot measures: one-dimensional transport plans that fully describe the full transport, see G. Auricchio (2021) <doi:10.48550/arXiv.2105.07278>. For these, it offers methods for visualization and to extract the corresponding transport plans and costs. Additionally, related functions for one-dimensional optimal transport are available.
| Version: | 1.0.1 |
| Imports: | Rcpp (≥ 1.0.8.3) |
| LinkingTo: | Rcpp, RcppArmadillo |
| Published: | 2022-10-18 |
| DOI: | 10.32614/CRAN.package.gridOT |
| Author: | Michel Groppe [aut, cre], Nicholas Bonneel [ctb], Egerváry Research Group on Combinatorial Optimization [cph] |
| Maintainer: | Michel Groppe <michel.groppe at stud.uni-goettingen.de> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| CRAN checks: | gridOT results |
| Reference manual: | gridOT.pdf |
| Package source: | gridOT_1.0.1.tar.gz |
| Windows binaries: | r-devel: gridOT_1.0.1.zip, r-release: gridOT_1.0.1.zip, r-oldrel: gridOT_1.0.1.zip |
| macOS binaries: | r-release (arm64): gridOT_1.0.1.tgz, r-oldrel (arm64): gridOT_1.0.1.tgz, r-release (x86_64): gridOT_1.0.1.tgz, r-oldrel (x86_64): gridOT_1.0.1.tgz |
| Old sources: | gridOT archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.