Function reference
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bbotk
bbotk-package
- bbotk: Black-Box Optimization Toolkit
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Objective
- Objective function with domain and co-domain
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ObjectiveRFun
- Objective interface with custom R function
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ObjectiveRFunDt
- Objective interface for basic R functions.
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ObjectiveRFunMany
- Objective Interface with Custom R Function
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Terminator
- Abstract Terminator Class
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mlr_terminators_clock_time
TerminatorClockTime
- Clock Time Terminator
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mlr_terminators_combo
TerminatorCombo
- Combine Terminators
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mlr_terminators_evals
TerminatorEvals
- Terminator that stops after a number of evaluations
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mlr_terminators_none
TerminatorNone
- None Terminator
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mlr_terminators_perf_reached
TerminatorPerfReached
- Performance Level Terminator
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mlr_terminators_run_time
TerminatorRunTime
- Run Time Terminator
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mlr_terminators_stagnation
TerminatorStagnation
- Terminator that stops when optimization does not improve
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mlr_terminators_stagnation_batch
TerminatorStagnationBatch
- Terminator that stops when optimization does not improve
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mlr_terminators
- Dictionary of Terminators
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OptimInstance
- Optimization Instance with budget and archive
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OptimInstanceMultiCrit
- Optimization Instance with budget and archive
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OptimInstanceSingleCrit
- Optimization Instance with budget and archive
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Optimizer
- Optimizer
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mlr_optimizers_cmaes
OptimizerCmaes
- Optimization via Covariance Matrix Adaptation Evolution Strategy
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mlr_optimizers_design_points
OptimizerDesignPoints
- Optimization via Design Points
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mlr_optimizers_focus_search
OptimizerFocusSearch
- Optimization via Focus Search
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mlr_optimizers_gensa
OptimizerGenSA
- Optimization via Generalized Simulated Annealing
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mlr_optimizers_grid_search
OptimizerGridSearch
- Optimization via Grid Search
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mlr_optimizers_irace
OptimizerIrace
- Optimization via Iterated Racing
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mlr_optimizers_nloptr
OptimizerNLoptr
- Optimization via Non-linear Optimization
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mlr_optimizers_random_search
OptimizerRandomSearch
- Optimization via Random Search
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mlr_optimizers
- Dictionary of Optimizer
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Archive
- Logging object for objective function evaluations
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ArchiveBest
- Minimal logging object for objective function evaluations
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Codomain
- Codomain of Function
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CallbackOptimization
- Create Optimization Callback
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callback_optimization()
- Create Optimization Callback
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ContextOptimization
- Optimization Context
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bbotk.backup
- Backup Archive Callback
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is_dominated()
- Calculate which points are dominated
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Progressor
- Progressor
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branin()
branin_wu()
- Branin Function
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bb_optimize
bb_optimize.function
bb_optimize.Objective
- Black-Box Optimization
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shrink_ps()
- Shrink a ParamSet towards a point.