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Iterated race is an extension of the Iterated F-race method for the automatic configuration of optimization algorithms, that is, (offline) tuning their parameters by finding the most appropriate settings given a set of instances of an optimization problem. M. López-Ibáñez, J. Dubois-Lacoste, L. Pérez Cáceres, T. Stützle, and M. Birattari (2016) <doi:10.1016/j.orp.2016.09.002>.
Version: | 3.5 |
Depends: | R (≥ 3.2.0) |
Imports: | stats, utils, compiler, R6 |
Suggests: | Rmpi (≥ 0.6.0), parallel, knitr, testthat, withr, mlr (≥ 2.15.0), ParamHelpers, devtools, covr |
Published: | 2022-10-23 |
DOI: | 10.32614/CRAN.package.irace |
Author: | Manuel López-Ibáñez [aut, cre], Jérémie Dubois-Lacoste [aut], Leslie Pérez Cáceres [aut], Thomas Stützle [aut], Mauro Birattari [aut], Eric Yuan [ctb], Prasanna Balaprakash [ctb], Nguyen Dang [ctb] |
Maintainer: | Manuel López-Ibáñez <manuel.lopez-ibanez at manchester.ac.uk> |
BugReports: | https://github.com/MLopez-Ibanez/irace/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://mlopez-ibanez.github.io/irace/, https://github.com/MLopez-Ibanez/irace |
NeedsCompilation: | yes |
SystemRequirements: | GNU make |
Citation: | irace citation info |
Materials: | README NEWS |
In views: | Optimization |
CRAN checks: | irace results |
Reference manual: | irace.pdf |
Vignettes: |
irace package: User Guide |
Package source: | irace_3.5.tar.gz |
Windows binaries: | r-devel: irace_3.5.zip, r-release: irace_3.5.zip, r-oldrel: irace_3.5.zip |
macOS binaries: | r-release (arm64): irace_3.5.tgz, r-oldrel (arm64): irace_3.5.tgz, r-release (x86_64): irace_3.5.tgz, r-oldrel (x86_64): irace_3.5.tgz |
Old sources: | irace archive |
Reverse imports: | iraceplot |
Reverse suggests: | bbotk, mlr, mlr3tuning, MOEADr, ParamHelpers |
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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.