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MaOEA
View on CRAN: Click
here
Download and install MaOEA package within the R console
Install from CRAN:
install.packages("MaOEA")
Install from Github:
library("remotes")
install_github("cran/MaOEA")
Install by package version:
library("remotes")
install_version("MaOEA", "0.6.2")
Attach the package and use:
library("MaOEA")
Maintained by
Dani Irawan
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.MaOEA . https://github.com/dots26/MaOEA/issues . https://github.com/dots26/MaOEA . MaOEA citation info . MaOEA results . MaOEA.pdf . MaOEA_0.6.2.tar.gz . MaOEA_0.6.2.zip . MaOEA_0.6.2.zip . MaOEA_0.6.2.zip . MaOEA_0.6.2.tgz . MaOEA_0.6.2.tgz . MaOEA_0.6.2.tgz . MaOEA_0.6.2.tgz . MaOEA_0.6.2.tgz . MaOEA_0.6.2.tgz . MaOEA archive . https://CRAN.R-project.org/package=MaOEA .
First Published: 2019-10-28
Latest Update: 2020-08-31
Description:
A set of evolutionary algorithms to solve many-objective optimization.
Hybridization between the algorithms are also facilitated. Available algorithms are:
'SMS-EMOA'
'NSGA-III'
'MO-CMA-ES'
The following many-objective benchmark problems are also provided:
'DTLZ1'-'DTLZ4' from Deb, et al. (2001) and
'WFG4'-'WFG9' from Huband, et al. (2005) .
How to cite:
Dani Irawan (2019). MaOEA: Many Objective Evolutionary Algorithm. R package version 0.6.2, https://cran.r-project.org/web/packages/MaOEA. Accessed 11 Apr. 2025.
Previous versions and publish date:
0.5.2 (2019-10-28 16:50)
Other packages that cited MaOEA R package
View MaOEA citation profile
Other R packages that MaOEA depends,
imports, suggests or enhances
Complete documentation for MaOEA
Functions, R codes and Examples using
the MaOEA R package
Some associated functions: AdaptiveNormalization . DTLZ1 . DTLZ2 . DTLZ3 . DTLZ4 . EvaluateIndividual . EvaluatePopulation . GetHVContribution . GetHypervolume . GetIGD . GetLeastContribution . GetLeastContributor . InitializePopulationLHS . MOCMAES . MaOEA-package . NSGA3 . Normalize . SMOCMAES . SMSEMOA . WFG1 . WFG2 . WFG4 . WFG5 . WFG6 . WFG7 . WFG8 . WFG9 . cmaes_gen . compute_R2HV . compute_R2HVC . compute_R2mtch . createWeights . createWeightsSobol . install_python_dependencies . load_python_dependencies . optimMaOEA .
Some associated R codes: CMAES_function.R . CMAES_main.R . CMAES_steady.R . R2mtch.R . WFG.R . WFG_base.R . cmaes_gen.R . functions.R . maoea.R . package.R . pygmo.R . skip_module.R . Full MaOEA package functions and examples
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