The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Gaussian process regression models, a.k.a. Kriging models, are applied to global multi-objective optimization of black-box functions. Multi-objective Expected Improvement and Step-wise Uncertainty Reduction sequential infill criteria are available. A quantification of uncertainty on Pareto fronts is provided using conditional simulations.
| Version: | 1.1.8 |
| Depends: | DiceKriging, emoa |
| Imports: | Rcpp (≥ 0.12.15), methods, rgenoud, pbivnorm, pso, randtoolbox, KrigInv, MASS, DiceDesign, ks, rgl |
| LinkingTo: | Rcpp |
| Suggests: | knitr, DiceOptim |
| Published: | 2024-01-26 |
| Author: | Mickael Binois, Victor Picheny |
| Maintainer: | Mickael Binois <mickael.binois at inria.fr> |
| BugReports: | https://github.com/mbinois/GPareto/issues |
| License: | GPL-3 |
| URL: | https://github.com/mbinois/GPareto |
| NeedsCompilation: | yes |
| Citation: | GPareto citation info |
| Materials: | README NEWS |
| In views: | Optimization |
| CRAN checks: | GPareto results |
| Reference manual: | GPareto.pdf |
| Vignettes: |
a guide to the GPareto package |
| Package source: | GPareto_1.1.8.tar.gz |
| Windows binaries: | r-devel: GPareto_1.1.8.zip, r-release: GPareto_1.1.8.zip, r-oldrel: GPareto_1.1.8.zip |
| macOS binaries: | r-release (arm64): GPareto_1.1.8.tgz, r-oldrel (arm64): GPareto_1.1.8.tgz, r-release (x86_64): GPareto_1.1.8.tgz, r-oldrel (x86_64): GPareto_1.1.8.tgz |
| Old sources: | GPareto archive |
| Reverse imports: | GPGame |
| Reverse suggests: | DiceOptim |
Please use the canonical form https://CRAN.R-project.org/package=GPareto to link to this page.
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.
Health stats visible at Monitor.