Package: multiDoE 0.9.3

multiDoE: Multi-Criteria Design of Experiments for Optimal Design

Multi-criteria design of experiments algorithm that simultaneously optimizes 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 [aut], Andrea Melloncelli [aut, cre], Francesco Sambo [aut], Kalliopi Mylona [aut], Matteo Borrotti [aut]

multiDoE_0.9.3.tar.gz
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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'))

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

On CRAN:

Conda:

4.48 score 1 stars 7 downloads 9 exports 71 dependencies

Last updated 14 hours agofrom:6885ac682e. Checks:1 OK, 8 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKApr 03 2025
R-4.5-winWARNINGApr 03 2025
R-4.5-macWARNINGApr 03 2025
R-4.5-linuxWARNINGApr 03 2025
R-4.4-winWARNINGApr 03 2025
R-4.4-macWARNINGApr 03 2025
R-4.4-linuxWARNINGApr 03 2025
R-4.3-winWARNINGApr 03 2025
R-4.3-macWARNINGApr 03 2025

Exports:%>%MSOptMSSearchoptMultiCritoptSingleCritplotParetorunTPLSScoretopsisOpt

Dependencies:askpassbase64encbslibcachemclicolorspacecpp11crosstalkcurldata.tabledigestdplyrevaluatefansifarverfastmapfontawesomefsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetshttrisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmeopensslpillarpkgconfigplotlypracmapromisespurrrR6rappdirsRColorBrewerRcpprlangrmarkdownsassscalesstringistringrsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml

Multi-stratum experimental designs: a practical example

Rendered frommy-vignette.Rmdusingknitr::rmarkdownon Apr 03 2025.

Last update: 2024-03-11
Started: 2023-06-01