Function pmcore::routines::condensation::prune::prune

pub fn prune(
    theta: &mut Array2<f64>,
    candidate: Array1<f64>,
    limits: &[(f64, f64)],
    min_dist: f64,
)

Prunes the theta array based on the candidate array and limits.

This function checks if the candidate support point is within the limits defined by the user and also if is not too close to the current support points.

If the candidate is within the limits and is not too close to the current support points, it is added to theta. Otherwise, it is discarded.

Arguments

• theta - Current Support points.
• candidate - Candidate support point.
• limits - (min, max) limits for each dimension.
• min_dist - The minimum allowed distance between the candidate and the current support points.