Struct BayesianOptimizerConfig 

pub struct BayesianOptimizerConfig {
    pub acquisition: AcquisitionType,
    pub initial_design: SamplingStrategy,
    pub n_initial: usize,
    pub acq_n_restarts: usize,
    pub acq_n_candidates: usize,
    pub gp_config: GpSurrogateConfig,
    pub seed: Option<u64>,
    pub verbose: usize,
}

Configuration for the Bayesian optimizer.

Fields

acquisition: AcquisitionType

Acquisition function type.

initial_design: SamplingStrategy

Sampling strategy for initial design.

n_initial: usize

Number of initial random/quasi-random points.

acq_n_restarts: usize

Number of restarts when optimising the acquisition function.

acq_n_candidates: usize

Number of random candidates evaluated per restart when optimising acquisition.

gp_config: GpSurrogateConfig

GP surrogate configuration.

seed: Option<u64>

Random seed for reproducibility.

verbose: usize

Verbosity level (0 = silent, 1 = summary, 2 = per-iteration).

Trait Implementations

impl Clone for BayesianOptimizerConfig

fn clone(&self) -> BayesianOptimizerConfig

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Default for BayesianOptimizerConfig

fn default() -> Self

Returns the “default value” for a type.