Package: MOEADr 1.1.3
MOEADr: Component-Wise MOEA/D Implementation
Modular implementation of Multiobjective Evolutionary Algorithms based on Decomposition (MOEA/D) [Zhang and Li (2007), <doi:10.1109/TEVC.2007.892759>] for quick assembling and testing of new algorithmic components, as well as easy replication of published MOEA/D proposals. The full framework is documented in a paper published in the Journal of Statistical Software [<doi:10.18637/jss.v092.i06>].
Authors:
MOEADr_1.1.3.tar.gz
MOEADr_1.1.3.zip(r-4.5)MOEADr_1.1.3.zip(r-4.4)MOEADr_1.1.3.zip(r-4.3)
MOEADr_1.1.3.tgz(r-4.4-any)MOEADr_1.1.3.tgz(r-4.3-any)
MOEADr_1.1.3.tar.gz(r-4.5-noble)MOEADr_1.1.3.tar.gz(r-4.4-noble)
MOEADr_1.1.3.tgz(r-4.4-emscripten)MOEADr_1.1.3.tgz(r-4.3-emscripten)
MOEADr.pdf |MOEADr.html✨
MOEADr/json (API)
NEWS
| # Install 'MOEADr' in R: |
| install.packages('MOEADr', repos = c('https://fcampelo.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/fcampelo/moeadr/issues
moeadmultiobjective-optimization
Last updated 2 years agofrom:0ac9b1962e. Checks:OK: 3 NOTE: 4. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 31 2024 |
| R-4.5-win | NOTE | Oct 31 2024 |
| R-4.5-linux | NOTE | Oct 31 2024 |
| R-4.4-win | NOTE | Oct 31 2024 |
| R-4.4-mac | NOTE | Oct 31 2024 |
| R-4.3-win | OK | Oct 31 2024 |
| R-4.3-mac | OK | Oct 31 2024 |
Exports:box_constraintscalcIGDcheck_stop_criteriaconstraint_noneconstraint_penaltyconstraint_vbrcreate_populationdecomposition_mslddecomposition_slddecomposition_uniformdefine_neighborhoodevaluate_populationexample_problemfind_nondominated_pointsgenerate_weightsget_constraint_methodsget_decomposition_methodsget_localsearch_methodsget_scalarization_methodsget_stop_criteriaget_update_methodsget_variation_operatorsls_dvlsls_tpqamake_vectorized_smoofmoeadorder_neighborhoodperform_variationpreset_moeadprint_progressscalarization_awtscalarization_ipbiscalarization_pbiscalarization_wsscalarization_wtscalarize_valuesscale_objectivesstop_maxevalstop_maxiterstop_maxtimeunitary_constraintsupdate_populationupdt_bestupdt_restrictedupdt_standardvariation_binrecvariation_diffmutvariation_localsearchvariation_nonevariation_polymutvariation_sbxvariation_truncate
Dependencies:assertthatFNN
Basic Usage of the MOEADr Package
Rendered fromBasic_Usage.Rmdusingknitr::rmarkdownon Oct 31 2024.Last update: 2023-01-06
Started: 2017-08-18
Defining Problems in the MOEADr Package
Rendered fromproblem-definition.Rmdusingknitr::rmarkdownon Oct 31 2024.Last update: 2020-02-17
Started: 2017-03-06
Fine tuning MOEA/D configurations using MOEADr and irace
Rendered fromComparison_Usage.Rmdusingknitr::rmarkdownon Oct 31 2024.Last update: 2022-11-05
Started: 2017-08-18
Testing New Operators using the MOEADr Package
Rendered fromModification_Usage.Rmdusingknitr::rmarkdownon Oct 31 2024.Last update: 2020-02-17
Started: 2017-08-18
Writing Extensions for the MOEADr Package
Rendered fromwriting-functions-for-moeadr.Rmdusingknitr::rmarkdownon Oct 31 2024.Last update: 2020-02-17
Started: 2016-12-14
