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miesmuschel
View on CRAN: Click
here
Download and install miesmuschel package within the R console
Install from CRAN:
install.packages("miesmuschel")
Install from Github:
library("remotes")
install_github("cran/miesmuschel")
Install by package version:
library("remotes")
install_version("miesmuschel", "0.0.4-2")
Attach the package and use:
library("miesmuschel")
Maintained by
Martin Binder
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.miesmuschel . https://github.com/mlr-org/miesmuschel/issues . https://github.com/mlr-org/miesmuschel . miesmuschel results . miesmuschel.pdf . miesmuschel_0.0.4-3.tar.gz . miesmuschel_0.0.4-3.zip . miesmuschel_0.0.4-3.zip . miesmuschel_0.0.4-3.zip . miesmuschel_0.0.4-3.tgz . miesmuschel_0.0.4-3.tgz . miesmuschel_0.0.4-3.tgz . miesmuschel_0.0.4-3.tgz . miesmuschel_0.0.4-3.tgz . miesmuschel_0.0.4-3.tgz . miesmuschel archive . https://CRAN.R-project.org/package=miesmuschel .
First Published: 2022-11-09
Latest Update: 2023-02-03
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) can be
implemented, as well as the multi-objective optimization algorithms NSGA-II
by Deb, Pratap, Agarwal, and Meyarivan (2002) .
How to cite:
Martin Binder (2022). miesmuschel: Mixed Integer Evolution Strategies. R package version 0.0.4-2, https://cran.r-project.org/web/packages/miesmuschel. Accessed 12 Apr. 2025.
Previous versions and publish date:
Other packages that cited miesmuschel R package
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Other R packages that miesmuschel depends,
imports, suggests or enhances
Complete documentation for miesmuschel
Functions, R codes and Examples using
the miesmuschel R package
Some associated functions: Filtor . FiltorSurrogate . MiesOperator . Mutator . MutatorDiscrete . MutatorNumeric . OperatorCombination . OptimizerMies . ParamSetShadow . Recombinator . RecombinatorPair . SamplerRandomWeights . Scalarizer . Scalor . Selector . SelectorScalar . crate_env . dict_filtors . dict_filtors_maybe . dict_filtors_null . dict_filtors_proxy . dict_filtors_surprog . dict_filtors_surtour . dict_mutators . dict_mutators_cmpmaybe . dict_mutators_erase . dict_mutators_gauss . dict_mutators_maybe . dict_mutators_null . dict_mutators_proxy . dict_mutators_sequential . dict_mutators_unif . dict_recombinators . dict_recombinators_cmpmaybe . dict_recombinators_convex . dict_recombinators_cvxpair . dict_recombinators_maybe . dict_recombinators_null . dict_recombinators_proxy . dict_recombinators_sbx . dict_recombinators_sequential . dict_recombinators_swap . dict_recombinators_xonary . dict_recombinators_xounif . dict_scalors . dict_scalors_aggregate . dict_scalors_domcount . dict_scalors_fixedprojection . dict_scalors_hypervolume . dict_scalors_nondom . dict_scalors_one . dict_scalors_proxy . dict_scalors_single . dict_selectors . dict_selectors_best . dict_selectors_maybe . dict_selectors_null . dict_selectors_proxy . dict_selectors_random . dict_selectors_sequential . dict_selectors_tournament . dist_crowding . domhv . domhv_contribution . domhv_improvement . mies_aggregate_generations . mies_aggregate_single_generation . mies_evaluate_offspring . mies_filter_offspring . mies_generate_offspring . mies_generation . mies_generation_apply . mies_get_fitnesses . mies_get_generation_results . mies_init_population . mies_prime_operators . mies_select_from_archive . mies_step_fidelity . mies_survival_comma . mies_survival_plus . miesmuschel-package . mlr_terminators_budget . mlr_terminators_genperfreached . mlr_terminators_gens . mlr_terminators_genstag . mut . rank_nondominated . repr . scalarizer_chebyshev . scalarizer_linear . terminator_get_generations .
Some associated R codes: Filtor.R . FiltorMaybe.R . FiltorNull.R . FiltorProxy.R . FiltorSurrogate.R . FiltorSurrogateProgressive.R . FiltorSurrogateTournament.R . MiesOperator.R . Mutator.R . MutatorCmpMaybe.R . MutatorDiscreteUniform.R . MutatorErase.R . MutatorGauss.R . MutatorMaybe.R . MutatorNull.R . MutatorProxy.R . MutatorSequential.R . OperatorCombination.R . OptimizerMies.R . ParamSetShadow.R . Recombinator.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 . Selector.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 . dictionaries.R . mies_methods.R . repr.R . utils.R . utils_mo.R . zzz.R . Full miesmuschel package functions and examples
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