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miesmuschel  

Mixed Integer Evolution Strategies
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", "0.0.4-3")



Attach the package and use:
library("miesmuschel")
Maintained by
Martin Binder
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-11-09
Latest Update: 2025-03-19
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 0.0.4-3, https://cran.r-project.org/web/packages/miesmuschel. Accessed 15 Mar. 2026.
Previous versions and publish date:
0.0.1 (2022-11-09 16:50), 0.0.2 (2022-11-16 18:20), 0.0.3 (2023-02-03 11:52), 0.0.4-1 (2024-06-07 22:50), 0.0.4-2 (2024-07-09 15:20), 0.0.4 (2024-05-15 14:30)
Other packages that cited miesmuschel R package
View miesmuschel citation profile
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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