Black-Box Optimization Toolkit
Data Storage
Rush Data Storage
Frozen Rush Data Storage
Data Table Storage
Convert to a Terminator
Default Assign Result Function
Black-Box Optimization
Assertion for bbotk objects
Reflections for bbotk
Worker loop for Rush
bbotk: Black-Box Optimization Toolkit
Freeze Archive Callback
Backup Archive Callback
Branin Function
Create Asynchronous Optimization Callback
Create Batch Optimization Callback
Create Asynchronous Optimization Callback
Create Batch Optimization Callback
Codomain of Function
Asynchronous Optimization Context
Batch Optimization Context
Calculate which points are dominated
Local Search Control
Local Search
Asynchronous Optimization via Design Points
Asynchronous Optimization via Grid Search
Asynchronous Optimization via Random Search
Run Optimizers Sequentially
Optimization via Covariance Matrix Adaptation Evolution Strategy
Optimization via Design Points
Optimization via Focus Search
Generalized Simulated Annealing
Optimization via Grid Search
Iterated Racing
Local Search
Non-linear Optimization
Optimization via Random Search
Dictionary of Optimizer
Clock Time Terminator
Combine Terminators
Terminator that stops after a number of evaluations
None Terminator
Performance Level Terminator
Run Time Terminator
Terminator that stops when optimization does not improve
Stagnation Hypervolume Terminator
Terminator that stops when optimization does not improve
Dictionary of Terminators
Best points w.r.t. non dominated sorting with hypervolume contribution...
Objective Function with Domain and Codomain
Objective interface with custom R function
Objective interface for basic R functions.
Objective Interface with Custom R Function
Syntactic Sugar for Asynchronous Optimization Instance Construction
Syntactic Sugar for Optimization Instance Construction
Syntactic Sugar Optimizer Construction
Optimization Instance
Optimization Instance for Asynchronous Optimization
Multi Criteria Optimization Instance for Asynchronous Optimization
Single Criterion Optimization Instance for Asynchronous Optimization
Optimization Instance for Batch Optimization
Multi Criteria Optimization Instance for Batch Optimization
Single Criterion Optimization Instance for Batch Optimization
Multi Criteria Optimization Instance for Batch Optimization
Single Criterion Optimization Instance for Batch Optimization
Default Asynchronous Optimization
Default Batch Optimization Function
Optimizer
Asynchronous Optimizer
Batch Optimizer
Progressor
Objects exported from other packages
Get start values for optimizers
Shrink a ParamSet towards a point.
Termination Error
Abstract Terminator Class
Tiny Logging
Tiny Result
Calculate the transformed x-values
Calculates the transformed x-values
Syntactic Sugar Terminator Construction
Features highly configurable search spaces via the 'paradox' package and optimizes every user-defined objective function. The package includes several optimization algorithms e.g. Random Search, Iterated Racing, Bayesian Optimization (in 'mlr3mbo') and Hyperband (in 'mlr3hyperband'). bbotk is the base package of 'mlr3tuning', 'mlr3fselect' and 'miesmuschel'.
Useful links