Function reference • miesmuschel

All functions
`Filtor`	Filtor Base Class
`FiltorSurrogate`	Abstract Surrogate Model Filtering Base Class
`MiesOperator`	Operator Base Class
`Mutator`	Mutator Base Class
`MutatorDiscrete`	Discrete Mutator Base Class
`MutatorNumeric`	Numeric Mutator Base Class
`OperatorCombination` `MutatorCombination` `dict_mutators_combine` `RecombinatorCombination` `dict_recombinators_combine`	Self-Adaptive Operator Combinations
`OptimizerMies` `TunerMies`	Mixed Integer Evolution Strategies Optimizer
`ParamSetShadow`	ParamSetShadow
`Recombinator`	Recombinator Base Class
`RecombinatorPair`	Pair Recombinator Base Class
`SamplerRandomWeights`	Sampler for Projection Weights
`Scalarizer`	Scalarizer
`Scalor`	Scalor Base Class
`Selector`	Selector Base Class
`SelectorScalar`	Selector making use of Scalors
`crate_env()`	Set a Function's Environment
`dict_filtors`	Dictionary of Filtors
`dict_filtors_maybe` `FiltorMaybe`	Filtor-Combination that Filters According to Two Filtors
`dict_filtors_null` `FiltorNull`	Null-Filtor
`dict_filtors_proxy` `FiltorProxy`	Proxy-Filtor that Filters According to its Configuration Parameter
`dict_filtors_surprog` `FiltorSurrogateProgressive`	Progressive Surrogate Model Filtering
`dict_filtors_surtour` `FiltorSurrogateTournament`	Tournament Surrogate Model Filtering
`dict_mutators`	Dictionary of Mutators
`dict_mutators_cmpmaybe` `MutatorCmpMaybe`	Mutator Choosing Action Component-Wise Independently
`dict_mutators_erase` `MutatorErase`	Uniform Sample Mutator
`dict_mutators_gauss` `MutatorGauss`	Gaussian Distribution Mutator
`dict_mutators_maybe` `MutatorMaybe`	Mutator Choosing Action Probabilistically
`dict_mutators_null` `MutatorNull`	Null Mutator
`dict_mutators_proxy` `MutatorProxy`	Proxy-Mutator that Mutates According to its Configuration parameter
`dict_mutators_sequential` `MutatorSequential`	Run Multiple Mutator Operations in Sequence
`dict_mutators_unif` `MutatorDiscreteUniform`	Uniform Discrete Mutator
`dict_recombinators`	Dictionary of Recombinators
`dict_recombinators_cmpmaybe` `RecombinatorCmpMaybe`	Recombinator Choosing Action Component-Wise Independently
`dict_recombinators_convex` `RecombinatorConvex`	Convex Combination Recombinator
`dict_recombinators_cvxpair` `RecombinatorConvexPair`	Convex Combination Recombinator for Pairs
`dict_recombinators_maybe` `RecombinatorMaybe`	Recombinator Choosing Action Probabilistically
`dict_recombinators_null` `RecombinatorNull`	Null-Recombinator
`dict_recombinators_proxy` `RecombinatorProxy`	Proxy-Recombinator that Recombines According to its Configuration parameter
`dict_recombinators_sbx` `RecombinatorSimulatedBinaryCrossover`	Simulated Binary Crossover Recombinator
`dict_recombinators_sequential` `RecombinatorSequential`	Run Multiple Recombinator Operations in Sequence
`dict_recombinators_swap` `RecombinatorSwap`	Swap Recombinator
`dict_recombinators_xonary` `RecombinatorCrossoverNary`	N-ary Crossover Recombinator
`RecombinatorCrossoverUniform()`	Crossover Recombinator
`dict_scalors`	Dictionary of Scalors
`dict_scalors_aggregate` `ScalorAggregate`	Scalor giving Weighted Sum of Multiple Scalors
`dict_scalors_domcount` `ScalorDomcount`	Scalor Counting Dominating Individuals
`dict_scalors_fixedprojection` `ScalorFixedProjection`	Multi-Objective Fixed Projection Scalor
`dict_scalors_hypervolume` `ScalorHypervolume`	Hypervolume Scalor
`dict_scalors_nondom` `ScalorNondom`	Nondominated Sorting Scalor
`dict_scalors_one` `ScalorOne`	Single Dimension Scalor
`dict_scalors_proxy` `ScalorProxy`	Proxy-Scalor that Scales According to its Configuration parameter
`dict_scalors_single` `ScalorSingleObjective`	Single Objective Scalor
`dict_selectors`	Dictionary of Selectors
`dict_selectors_best` `SelectorBest`	Best Value Selector
`dict_selectors_maybe` `SelectorMaybe`	Selector-Combination that Selects According to Two Selectors
`dict_selectors_null` `SelectorNull`	Null Selector
`dict_selectors_proxy` `SelectorProxy`	Proxy-Selector that Selects According to its Configuration Parameter
`dict_selectors_random` `SelectorRandom`	Random Selector
`dict_selectors_sequential` `SelectorSequential`	Run Multiple Selection Operations in Sequence
`dict_selectors_tournament` `SelectorTournament`	Tournament Selector
`dist_crowding()`	Calculate Crowding Distance
`domhv()`	Calculate Dominated Hypervolume
`domhv_contribution()`	Calculate Hypervolume Contribution
`domhv_improvement()`	Calculate Hypervolume Improvement
`mies_aggregate_generations()`	Get Aggregated Performance Values by Generation
`mies_aggregate_single_generation()`	Aggregate a Value for a given Generation
`mies_evaluate_offspring()`	Evaluate Proposed Configurations Generated in a MIES Iteration
`mies_filter_offspring()`	Filter Offspring
`mies_generate_offspring()`	Generate Offspring Through Mutation and Recombination
`mies_generation()`	Get the Last Generation that was Evaluated
`mies_generation_apply()`	Aggregate Values for All Generations Present
`mies_get_fitnesses()`	Get Fitness Values from OptimInstance
`mies_get_generation_results()`	Get Performance Values by Generation
`mies_init_population()`	Initialize MIES Optimization
`mies_prime_operators()`	Prime MIES Operators
`mies_select_from_archive()`	Select Individuals from an OptimInstance
`mies_step_fidelity()`	Re-Evaluate Existing Configurations with Higher Fidelity
`mies_survival_comma()`	Choose Survivors According to the "Mu , Lambda" ("Comma") Strategy
`mies_survival_plus()`	Choose Survivors According to the "Mu + Lambda" ("Plus") Strategy
`miesmuschel` `miesmuschel-package`	miesmuschel: Mixed Integer Evolution Strategies
`mlr_terminators_budget` `TerminatorBudget`	Terminator that Limits Total Budget Component Evaluation
`mlr_terminators_genperfreached` `TerminatorGenerationPerfReached`	Terminator That Stops When a Generation-Wise Aggregated Value Reaches a Target
`mlr_terminators_gens` `TerminatorGenerations`	Terminator that Counts OptimizerMies Generations
`mlr_terminators_genstag` `TerminatorGenerationStagnation`	Terminator That Stops When a Generation-Wise Aggregated Value Stagnates
`mut()` `muts()` `rec()` `recs()` `sel()` `sels()` `scl()` `scls()` `ftr()` `ftrs()`	Short Access Forms for Operators
`rank_nondominated()`	Perform Nondominated Sorting
`repr()`	Create a 'call' Object Representation
`scalarizer_chebyshev()`	Chebyshev Scalarizer
`scalarizer_linear()`	Linear Scalarizer
`terminator_get_generations()`	Get the Numger of Generations that a Terminator Allows

Reference

All functions