Black-Box Optimization Toolkit

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Documentation for package ‘bbotk’ version 1.6.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

bbotk-package	bbotk: Black-Box Optimization Toolkit
Archive	Data Storage
ArchiveAsync	Rush Data Storage
ArchiveAsyncFrozen	Frozen Rush Data Storage
ArchiveBatch	Data Table Storage
as_terminator	Convert to a Terminator
as_terminator.Terminator	Convert to a Terminator
as_terminators	Convert to a Terminator
as_terminators.default	Convert to a Terminator
as_terminators.list	Convert to a Terminator
bbotk	bbotk: Black-Box Optimization Toolkit
bbotk.async_freeze_archive	Freeze Archive Callback
bbotk.backup	Backup Archive Callback
bb_optimize	Black-Box Optimization
bb_optimize.function	Black-Box Optimization
bb_optimize.Objective	Black-Box Optimization
branin	Branin Function
branin_wu	Branin Function
CallbackAsync	Create Asynchronous Optimization Callback
CallbackBatch	Create Batch Optimization Callback
callback_async	Create Asynchronous Optimization Callback
callback_batch	Create Batch Optimization Callback
Codomain	Codomain of Function
ContextAsync	Asynchronous Optimization Context
ContextBatch	Batch Optimization Context
is_dominated	Calculate which points are dominated
mlr_optimizers	Dictionary of Optimizer
mlr_optimizers_async_design_points	Asynchronous Optimization via Design Points
mlr_optimizers_async_grid_search	Asynchronous Optimization via Grid Search
mlr_optimizers_async_random_search	Asynchronous Optimization via Random Search
mlr_optimizers_chain	Run Optimizers Sequentially
mlr_optimizers_cmaes	Optimization via Covariance Matrix Adaptation Evolution Strategy
mlr_optimizers_design_points	Optimization via Design Points
mlr_optimizers_focus_search	Optimization via Focus Search
mlr_optimizers_gensa	Optimization via Generalized Simulated Annealing
mlr_optimizers_grid_search	Optimization via Grid Search
mlr_optimizers_irace	Optimization via Iterated Racing
mlr_optimizers_local_search	Optimization via Local Search
mlr_optimizers_nloptr	Optimization via Non-linear Optimization
mlr_optimizers_random_search	Optimization via Random Search
mlr_terminators	Dictionary of Terminators
mlr_terminators_clock_time	Clock Time Terminator
mlr_terminators_combo	Combine Terminators
mlr_terminators_evals	Terminator that stops after a number of evaluations
mlr_terminators_none	None Terminator
mlr_terminators_perf_reached	Performance Level Terminator
mlr_terminators_run_time	Run Time Terminator
mlr_terminators_stagnation	Terminator that stops when optimization does not improve
mlr_terminators_stagnation_batch	Terminator that stops when optimization does not improve
mlr_terminators_stagnation_hypervolume	Stagnation Hypervolume Terminator
Objective	Objective Function with Domain and Codomain
ObjectiveRFun	Objective interface with custom R function
ObjectiveRFunDt	Objective interface for basic R functions.
ObjectiveRFunMany	Objective Interface with Custom R Function
oi	Syntactic Sugar for Optimization Instance Construction
oi_async	Syntactic Sugar for Asynchronous Optimization Instance Construction
opt	Syntactic Sugar Optimizer Construction
OptimInstance	Optimization Instance
OptimInstanceAsync	Optimization Instance for Asynchronous Optimization
OptimInstanceAsyncMultiCrit	Multi Criteria Optimization Instance for Asynchronous Optimization
OptimInstanceAsyncSingleCrit	Single Criterion Optimization Instance for Asynchronous Optimization
OptimInstanceBatch	Optimization Instance for Batch Optimization
OptimInstanceBatchMultiCrit	Multi Criteria Optimization Instance for Batch Optimization
OptimInstanceBatchSingleCrit	Single Criterion Optimization Instance for Batch Optimization
OptimInstanceMultiCrit	Multi Criteria Optimization Instance for Batch Optimization
OptimInstanceSingleCrit	Single Criterion Optimization Instance for Batch Optimization
Optimizer	Optimizer
OptimizerAsync	Asynchronous Optimizer
OptimizerAsyncDesignPoints	Asynchronous Optimization via Design Points
OptimizerAsyncGridSearch	Asynchronous Optimization via Grid Search
OptimizerAsyncRandomSearch	Asynchronous Optimization via Random Search
OptimizerBatch	Batch Optimizer
OptimizerBatchChain	Run Optimizers Sequentially
OptimizerBatchCmaes	Optimization via Covariance Matrix Adaptation Evolution Strategy
OptimizerBatchDesignPoints	Optimization via Design Points
OptimizerBatchFocusSearch	Optimization via Focus Search
OptimizerBatchGenSA	Optimization via Generalized Simulated Annealing
OptimizerBatchGridSearch	Optimization via Grid Search
OptimizerBatchIrace	Optimization via Iterated Racing
OptimizerBatchLocalSearch	Optimization via Local Search
OptimizerBatchNLoptr	Optimization via Non-linear Optimization
OptimizerBatchRandomSearch	Optimization via Random Search
opts	Syntactic Sugar Optimizer Construction
Progressor	Progressor
shrink_ps	Shrink a ParamSet towards a point.
terminated_error	Termination Error
Terminator	Abstract Terminator Class
TerminatorClockTime	Clock Time Terminator
TerminatorCombo	Combine Terminators
TerminatorEvals	Terminator that stops after a number of evaluations
TerminatorNone	None Terminator
TerminatorPerfReached	Performance Level Terminator
TerminatorRunTime	Run Time Terminator
TerminatorStagnation	Terminator that stops when optimization does not improve
TerminatorStagnationBatch	Terminator that stops when optimization does not improve
TerminatorStagnationHypervolume	Stagnation Hypervolume Terminator
trafo_xs	Calculate the transformed x-values
trm	Syntactic Sugar Terminator Construction
trms	Syntactic Sugar Terminator Construction