Package: ecr 2.1.1

ecr: Evolutionary Computation in R

Framework for building evolutionary algorithms for both single- and multi-objective continuous or discrete optimization problems. A set of predefined evolutionary building blocks and operators is included. Moreover, the user can easily set up custom objective functions, operators, building blocks and representations sticking to few conventions. The package allows both a black-box approach for standard tasks (plug-and-play style) and a much more flexible white-box approach where the evolutionary cycle is written by hand.

Authors:Jakob Bossek [aut, cre, cph], Michael H. Buselli [ctb, cph], Wessel Dankers [ctb, cph], Carlos M. Fonseca [ctb, cph], Manuel Lopez-Ibanez [ctb, cph], Luis Paquete [ctb, cph], Joshua Knowles [ctb, cph], Eckart Zitzler [ctb, cph], Olaf Mersmann [ctb]

ecr_2.1.1.tar.gz
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ecr.pdf |ecr.html✨
ecr/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/jakobbossek/ecr2/issues

On CRAN:

combinatorial-optimizationevolutionary-algorithmevolutionary-algorithmsevolutionary-strategygenetic-algorithm-frameworkmetaheuristicsmulti-objective-optimizationoptimizationoptimization-framework

129 exports 42 stars 3.06 score 92 dependencies 2 dependents 62 scripts 318 downloads

Last updated 1 years agofrom:2b87e1c6b0. Checks:OK: 4 NOTE: 5. Indexed: yes.

Exports:%dominates%%isDominatedBy%addAllGroupaddUnionGroupapproximateIdealPointapproximateNadirPointapproximateRefPointsapproximateRefSetsasemoacategorizecomputeAverageHausdorffDistancecomputeCrowdingDistancecomputeDistanceFromPointToSetOfPointscomputeDominanceRankingcomputeGenerationalDistancecomputeHVcomputeHVContrcomputeIndicatorscomputeInvertedGenerationalDistancedominateddominatesdoNondominatedSortingecremoaIndCemoaIndDeltaemoaIndDeltapemoaIndEpsemoaIndGDemoaIndHVemoaIndIGDemoaIndM1emoaIndMDemoaIndONVGemoaIndR1emoaIndR2emoaIndR3emoaIndSPevaluateFitnessexplodefilterDuplicatedgengenBingenerateOffspringgeneratesMultipleChildrengenPermgenRealgetFrontgetIndividualsgetNumberOfChildrengetNumberOfParentsNeededForMatinggetPopulationsgetSizegetStatisticsgetSupportedRepresentationsimplodeinitECRControlinitLoggerinitParetoArchiveinitPopulationis.supportedisDominatedisEcrOperatorisMaximallyDominatedmakeECRMonitormakeEMOAIndicatormakeMutatormakeOperatormakeOptimizationTaskmakeRecombinatormakeSelectormakeTerminatormutatemutBitflipmutGaussmutInsertionmutInversionmutJumpmutPolynomialmutScramblemutSwapmutUniformniceCellFormaternondominatednormalizensga2plotDistributionplotFrontplotHeatmapplotScatter2dplotScatter3dplotStatisticsrecCrossoverrecIntermediaterecombinaterecOXrecPMXrecSBXrecUnifCrossoverreduceToSingleDataFrameregisterECROperatorreplaceMuCommaLambdareplaceMuPlusLambdaselDomHVselDomNumberPlusHVselectForMatingselectForSurvivalselGreedyselNondomselRankingselRouletteselSimpleselTournamentsetDominatessetupsetupECRDefaultMonitorsmsemoasortByObjectivestopOnEvalsstopOnItersstopOnMaxTimestopOnOptYtoGGtoLatextoParetoDfupdateLoggerupdateParetoArchivewhich.dominatedwhich.nondominatedwrapChildren

Dependencies:askpassbackportsbase64encBBmiscbslibcachemcheckmateclicolorspacecpp11crosstalkcurldata.tabledigestdplyrevaluatefansifarverfastmapfastmatchfontawesomefsgenericsggplot2gluegridExtragtablehighrhtmltoolshtmlwidgetshttrisobandjquerylibjsonlitekableExtraknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimemisc3dmunsellnlmeopensslparallelMapParamHelperspillarpkgconfigplot3Dplot3DrglplotlyplyrpromisespurrrR6rappdirsRColorBrewerRcppRcppArmadilloreshape2rglrlangrmarkdownrstudioapisassscalesscatterplot3dsmoofstringistringrsvglitesyssystemfontstibbletidyrtidyselecttinytexutf8vctrsviridisviridisLitewithrxfunxml2yaml