Black-Box Optimization Toolkit

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Documentation for package ‘bbotk’ version 0.7.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

bbotk-package	bbotk: Black-Box Optimization Toolkit
Archive	Logging object for objective function evaluations
ArchiveBest	Minimal logging object for objective function evaluations
bbotk	bbotk: Black-Box Optimization Toolkit
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
CallbackOptimization	Create Optimization Callback
callback_optimization	Create Optimization Callback
Codomain	Codomain of Function
ContextOptimization	Optimization Context
is_dominated	Calculate which points are dominated
mlr_optimizers	Dictionary of Optimizer
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_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
Objective	Objective function with domain and co-domain
ObjectiveRFun	Objective interface with custom R function
ObjectiveRFunDt	Objective interface for basic R functions.
ObjectiveRFunMany	Objective Interface with Custom R Function
opt	Syntactic Sugar Optimizer Construction
OptimInstance	Optimization Instance with budget and archive
OptimInstanceMultiCrit	Optimization Instance with budget and archive
OptimInstanceSingleCrit	Optimization Instance with budget and archive
Optimizer	Optimizer
OptimizerCmaes	Optimization via Covariance Matrix Adaptation Evolution Strategy
OptimizerDesignPoints	Optimization via Design Points
OptimizerFocusSearch	Optimization via Focus Search
OptimizerGenSA	Optimization via Generalized Simulated Annealing
OptimizerGridSearch	Optimization via Grid Search
OptimizerIrace	Optimization via Iterated Racing
OptimizerNLoptr	Optimization via Non-linear Optimization
OptimizerRandomSearch	Optimization via Random Search
opts	Syntactic Sugar Optimizer Construction
Progressor	Progressor
shrink_ps	Shrink a ParamSet towards a point.
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
trm	Syntactic Sugar Terminator Construction
trms	Syntactic Sugar Terminator Construction