Package: miesmuschel
Title: Mixed Integer Evolution Strategies
Description: Evolutionary black box optimization algorithms building on the
  'bbotk' package. 'miesmuschel' offers both ready-to-use optimization
  algorithms, as well as their fundamental building blocks that can be used to
  manually construct specialized optimization loops. The Mixed Integer Evolution
  Strategies as described by Li et al. (2013) <doi:10.1162/EVCO_a_00059> can be
  implemented, as well as the multi-objective optimization algorithms NSGA-II
  by Deb, Pratap, Agarwal, and Meyarivan (2002) <doi:10.1109/4235.996017>.
Authors@R: c(
  person("Martin", "Binder", email = "mlr.developer@mb706.com", role = c("aut", "cre")),
  person(given = "Lennart", family = "Schneider", role = c("ctb"), email = "lennart.sch@web.de", comment = c(ORCID = "0000-0003-4152-5308")),
  person(given = "Susanne", family = "Dandl", role = c("ctb"), email = "dandl.susanne@googlemail.com", comment = c(ORCID = "0000-0003-4324-4163")),
  person(given = "Andreas", family = "Hofheinz", role = c("ctb"), email = "andreas.hofheinz@outlook.com")
  )
URL: https://github.com/mlr-org/miesmuschel
BugReports: https://github.com/mlr-org/miesmuschel/issues
License: MIT + file LICENSE
Encoding: UTF-8
ByteCompile: yes
Version: 0.0.4-3
Depends: paradox (>= 0.7.1)
Imports: mlr3misc (>= 0.5.0), checkmate (>= 1.9.0), R6, bbotk (>=
        0.3.0.900), data.table, matrixStats, lgr
Suggests: tinytest, mlr3tuning, mlr3, mlr3learners, ranger, xgboost,
        rpart
RoxygenNote: 7.3.2
Collate: 'dictionaries.R' 'MiesOperator.R' 'Filtor.R' 'FiltorMaybe.R'
        'FiltorNull.R' 'FiltorProxy.R' 'FiltorSurrogate.R'
        'FiltorSurrogateProgressive.R' 'FiltorSurrogateTournament.R'
        'Mutator.R' 'MutatorCmpMaybe.R' 'MutatorDiscreteUniform.R'
        'MutatorErase.R' 'MutatorGauss.R' 'MutatorMaybe.R'
        'MutatorNull.R' 'MutatorProxy.R' 'MutatorSequential.R'
        'ParamSetShadow.R' 'OperatorCombination.R' 'Recombinator.R'
        'Selector.R' 'mies_methods.R' 'OptimizerMies.R'
        'RecombinatorCmpMaybe.R' 'RecombinatorConvex.R'
        'RecombinatorConvexPair.R' 'RecombinatorCrossoverNary.R'
        'RecombinatorCrossoverUniform.R' 'RecombinatorMaybe.R'
        'RecombinatorNull.R' 'RecombinatorProxy.R'
        'RecombinatorSequential.R'
        'RecombinatorSimulatedBinaryCrossover.R' 'RecombinatorSwap.R'
        'Scalor.R' 'ScalorAggregate.R' 'ScalorDomcount.R'
        'ScalorFixedProjections.R' 'ScalorHypervolume.R'
        'ScalorNondom.R' 'ScalorOne.R' 'ScalorProxy.R'
        'ScalorSingleObjective.R' 'SelectorBest.R' 'SelectorMaybe.R'
        'SelectorNull.R' 'SelectorProxy.R' 'SelectorRandom.R'
        'SelectorSequential.R' 'SelectorTournament.R'
        'TerminatorBudget.R' 'TerminatorGenerationPerfReached.R'
        'TerminatorGenerationStagnation.R' 'TerminatorGenerations.R'
        'TunerMies.R' 'bibentries.R' 'repr.R' 'utils.R' 'utils_mo.R'
        'zzz.R'
NeedsCompilation: no
Packaged: 2025-03-19 17:34:09 UTC; user
Author: Martin Binder [aut, cre],
  Lennart Schneider [ctb] (<https://orcid.org/0000-0003-4152-5308>),
  Susanne Dandl [ctb] (<https://orcid.org/0000-0003-4324-4163>),
  Andreas Hofheinz [ctb]
Maintainer: Martin Binder <mlr.developer@mb706.com>
Repository: CRAN
Date/Publication: 2025-03-19 19:10:02 UTC
Built: R 4.6.1; ; 2026-07-21 02:21:24 UTC; windows
