Mixed Integer Evolution Strategies
![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
Documentation for package ‘miesmuschel’ version 0.0.4-2
Help Pages
| miesmuschel-package | miesmuschel: Mixed Integer Evolution Strategies |
-- C --
| crate_env | Set a Function's Environment |
-- D --
| dict_filtors | Dictionary of Filtors |
| dict_filtors_maybe | Filtor-Combination that Filters According to Two Filtors |
| dict_filtors_null | Null-Filtor |
| dict_filtors_proxy | Proxy-Filtor that Filters According to its Configuration Parameter |
| dict_filtors_surprog | Progressive Surrogate Model Filtering |
| dict_filtors_surtour | Tournament Surrogate Model Filtering |
| dict_mutators | Dictionary of Mutators |
| dict_mutators_cmpmaybe | Mutator Choosing Action Component-Wise Independently |
| dict_mutators_combine | Self-Adaptive Operator Combinations |
| dict_mutators_erase | Uniform Sample Mutator |
| dict_mutators_gauss | Gaussian Distribution Mutator |
| dict_mutators_maybe | Mutator Choosing Action Probabilistically |
| dict_mutators_null | Null Mutator |
| dict_mutators_proxy | Proxy-Mutator that Mutates According to its Configuration parameter |
| dict_mutators_sequential | Run Multiple Mutator Operations in Sequence |
| dict_mutators_unif | Uniform Discrete Mutator |
| dict_recombinators | Dictionary of Recombinators |
| dict_recombinators_cmpmaybe | Recombinator Choosing Action Component-Wise Independently |
| dict_recombinators_combine | Self-Adaptive Operator Combinations |
| dict_recombinators_convex | Convex Combination Recombinator |
| dict_recombinators_cvxpair | Convex Combination Recombinator for Pairs |
| dict_recombinators_maybe | Recombinator Choosing Action Probabilistically |
| dict_recombinators_null | Null-Recombinator |
| dict_recombinators_proxy | Proxy-Recombinator that Recombines According to its Configuration parameter |
| dict_recombinators_sbx | Simulated Binary Crossover Recombinator |
| dict_recombinators_sequential | Run Multiple Recombinator Operations in Sequence |
| dict_recombinators_swap | Swap Recombinator |
| dict_recombinators_xonary | N-ary Crossover Recombinator |
| dict_recombinators_xounif | Crossover Recombinator |
| dict_scalors | Dictionary of Scalors |
| dict_scalors_aggregate | Scalor giving Weighted Sum of Multiple Scalors |
| dict_scalors_domcount | Scalor Counting Dominating Individuals |
| dict_scalors_fixedprojection | Multi-Objective Fixed Projection Scalor |
| dict_scalors_hypervolume | Hypervolume Scalor |
| dict_scalors_nondom | Nondominated Sorting Scalor |
| dict_scalors_one | Single Dimension Scalor |
| dict_scalors_proxy | Proxy-Scalor that Scales According to its Configuration parameter |
| dict_scalors_single | Single Objective Scalor |
| dict_selectors | Dictionary of Selectors |
| dict_selectors_best | Best Value Selector |
| dict_selectors_maybe | Selector-Combination that Selects According to Two Selectors |
| dict_selectors_null | Null Selector |
| dict_selectors_proxy | Proxy-Selector that Selects According to its Configuration Parameter |
| dict_selectors_random | Random Selector |
| dict_selectors_sequential | Run Multiple Selection Operations in Sequence |
| dict_selectors_tournament | Tournament Selector |
| dist_crowding | Calculate Crowding Distance |
| domhv | Calculate Dominated Hypervolume |
| domhv_contribution | Calculate Hypervolume Contribution |
| domhv_improvement | Calculate Hypervolume Improvement |
-- F --
| Filtor | Filtor Base Class |
| FiltorMaybe | Filtor-Combination that Filters According to Two Filtors |
| FiltorNull | Null-Filtor |
| FiltorProxy | Proxy-Filtor that Filters According to its Configuration Parameter |
| FiltorSurrogate | Abstract Surrogate Model Filtering Base Class |
| FiltorSurrogateProgressive | Progressive Surrogate Model Filtering |
| FiltorSurrogateTournament | Tournament Surrogate Model Filtering |
| ftr | Short Access Forms for Operators |
| ftrs | Short Access Forms for Operators |
-- M --
| miesmuschel | miesmuschel: Mixed Integer Evolution Strategies |
| MiesOperator | Operator Base Class |
| 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 |
| mlr_terminators_budget | Terminator that Limits Total Budget Component Evaluation |
| mlr_terminators_genperfreached | Terminator That Stops When a Generation-Wise Aggregated Value Reaches a Target |
| mlr_terminators_gens | Terminator that Counts OptimizerMies Generations |
| mlr_terminators_genstag | Terminator That Stops When a Generation-Wise Aggregated Value Stagnates |
| mut | Short Access Forms for Operators |
| Mutator | Mutator Base Class |
| MutatorCmpMaybe | Mutator Choosing Action Component-Wise Independently |
| MutatorCombination | Self-Adaptive Operator Combinations |
| MutatorDiscrete | Discrete Mutator Base Class |
| MutatorDiscreteUniform | Uniform Discrete Mutator |
| MutatorErase | Uniform Sample Mutator |
| MutatorGauss | Gaussian Distribution Mutator |
| MutatorMaybe | Mutator Choosing Action Probabilistically |
| MutatorNull | Null Mutator |
| MutatorNumeric | Numeric Mutator Base Class |
| MutatorProxy | Proxy-Mutator that Mutates According to its Configuration parameter |
| MutatorSequential | Run Multiple Mutator Operations in Sequence |
| muts | Short Access Forms for Operators |
-- O --
| OperatorCombination | Self-Adaptive Operator Combinations |
| OptimInstanceMultiCrit | OptimInstanceMultiCrit Class |
| OptimInstanceSingleCrit | OptimInstanceSingleCrit Class |
| Optimizer | Optimizer Class |
| OptimizerMies | Mixed Integer Evolution Strategies Optimizer |
-- P --
| ParamSetShadow | ParamSetShadow |
-- R --
| rank_nondominated | Perform Nondominated Sorting |
| rec | Short Access Forms for Operators |
| Recombinator | Recombinator Base Class |
| RecombinatorCmpMaybe | Recombinator Choosing Action Component-Wise Independently |
| RecombinatorCombination | Self-Adaptive Operator Combinations |
| RecombinatorConvex | Convex Combination Recombinator |
| RecombinatorConvexPair | Convex Combination Recombinator for Pairs |
| RecombinatorCrossoverNary | N-ary Crossover Recombinator |
| RecombinatorCrossoverUniform | Crossover Recombinator |
| RecombinatorMaybe | Recombinator Choosing Action Probabilistically |
| RecombinatorNull | Null-Recombinator |
| RecombinatorPair | Pair Recombinator Base Class |
| RecombinatorProxy | Proxy-Recombinator that Recombines According to its Configuration parameter |
| RecombinatorSequential | Run Multiple Recombinator Operations in Sequence |
| RecombinatorSimulatedBinaryCrossover | Simulated Binary Crossover Recombinator |
| RecombinatorSwap | Swap Recombinator |
| recs | Short Access Forms for Operators |
| repr | Create a 'call' Object Representation |
-- S --
| SamplerRandomWeights | Sampler for Projection Weights |
| Scalarizer | Scalarizer |
| scalarizer_chebyshev | Chebyshev Scalarizer |
| scalarizer_linear | Linear Scalarizer |
| Scalor | Scalor Base Class |
| ScalorAggregate | Scalor giving Weighted Sum of Multiple Scalors |
| ScalorDomcount | Scalor Counting Dominating Individuals |
| ScalorFixedProjection | Multi-Objective Fixed Projection Scalor |
| ScalorHypervolume | Hypervolume Scalor |
| ScalorNondom | Nondominated Sorting Scalor |
| ScalorOne | Single Dimension Scalor |
| ScalorProxy | Proxy-Scalor that Scales According to its Configuration parameter |
| ScalorSingleObjective | Single Objective Scalor |
| scl | Short Access Forms for Operators |
| scls | Short Access Forms for Operators |
| sel | Short Access Forms for Operators |
| Selector | Selector Base Class |
| SelectorBest | Best Value Selector |
| SelectorMaybe | Selector-Combination that Selects According to Two Selectors |
| SelectorNull | Null Selector |
| SelectorProxy | Proxy-Selector that Selects According to its Configuration Parameter |
| SelectorRandom | Random Selector |
| SelectorScalar | Selector making use of Scalors |
| SelectorSequential | Run Multiple Selection Operations in Sequence |
| SelectorTournament | Tournament Selector |
| sels | Short Access Forms for Operators |
-- T --
| TerminatorBudget | Terminator that Limits Total Budget Component Evaluation |
| TerminatorGenerationPerfReached | Terminator That Stops When a Generation-Wise Aggregated Value Reaches a Target |
| TerminatorGenerations | Terminator that Counts OptimizerMies Generations |
| TerminatorGenerationStagnation | Terminator That Stops When a Generation-Wise Aggregated Value Stagnates |
| terminator_get_generations | Get the Numger of Generations that a Terminator Allows |
| TunerMies | Mixed Integer Evolution Strategies Optimizer |
| TuningInstanceMultiCrit | TuningInstanceMultiCrit Class |
| TuningInstanceSingleCrit | TuningInstanceSingleCrit Class |