R: Black-Box Optimization Toolkit

# Black-Box Optimization Toolkit

## Documentation for package ‘bbotk’ version 0.5.3

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## 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
bb_optimize | Black-Box Optimization
bb_optimize.function | Black-Box Optimization
bb_optimize.Objective | Black-Box Optimization
branin | Branin Function
Codomain | Codomain of Function
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_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.
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
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
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