Domain.sample_around

Domain.sample_around(centroids: float | int | List | ndarray, size: int | Tuple[int, int], percentage: int, **kwargs) → ndarray

Returns samples chosen with a sample around strategy from the domain.

Parameters:

• centroids (np.ndarray) – The values at each dimension to sample around.

• size (Tuple[int, int]) – A tuple indicating the number of samples and the dimension, i.e. (number_sample, dim).

• percentage (float) – Controls the sampling.

• kwargs – Additional arguments depending on the domain.

Returns:

np.ndarray – The generated samples from the domain.