Package: multiDoE 0.9.0

multiDoE: Multi-criteria Design of Experiments for optimal design

Multi-criteria design of experiments algorithm that simultaneously optmizes up to six different criteria (I, Id, D, Ds, A and As). The algorithm finds the optimal Pareto front and, if requested, selects a possible symmetrical design on it. The symmetrical design is selected based on two techniques: minimum distance with the Utopia point or the TOPSIS approach.

Authors:Francesca Cucchi, Andrea Melloncelli, Francesco Sambo, Kalliopi Mylona and Matteo Borrotti

multiDoE_0.9.0.tar.gz
multiDoE_0.9.0.zip(r-4.5)multiDoE_0.9.0.zip(r-4.4)multiDoE_0.9.0.zip(r-4.3)
multiDoE_0.9.0.tgz(r-4.4-any)multiDoE_0.9.0.tgz(r-4.3-any)
multiDoE_0.9.0.tar.gz(r-4.5-noble)multiDoE_0.9.0.tar.gz(r-4.4-noble)
multiDoE_0.9.0.tgz(r-4.4-emscripten)multiDoE_0.9.0.tgz(r-4.3-emscripten)
multiDoE.pdf |multiDoE.html
multiDoE/json (API)

# Install 'multiDoE' in R:
install.packages('multiDoE', repos = c('https://andreamelloncelli.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/andreamelloncelli/multidoe/issues

On CRAN:

4.00 score 1 stars 9 exports 71 dependencies

Last updated 10 months agofrom:f87ae81cae. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 20 2024
R-4.5-winWARNINGNov 20 2024
R-4.5-linuxWARNINGNov 20 2024
R-4.4-winWARNINGNov 20 2024
R-4.4-macWARNINGNov 20 2024
R-4.3-winWARNINGNov 20 2024
R-4.3-macWARNINGNov 20 2024

Exports:%>%MSOptMSSearchoptMultiCritoptSingleCritplotParetorunTPLSScoretopsisOpt

Dependencies:askpassbase64encbslibcachemclicolorspacecpp11crosstalkcurldata.tabledigestdplyrevaluatefansifarverfastmapfontawesomefsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetshttrisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmeopensslpillarpkgconfigplotlypracmapromisespurrrR6rappdirsRColorBrewerRcpprlangrmarkdownsassscalesstringistringrsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml

Multi-stratum experimental designs: a practical example

Rendered frommy-vignette.Rmdusingknitr::rmarkdownon Nov 20 2024.

Last update: 2023-06-13
Started: 2023-06-01