pub fn generate(
n_points: usize,
range_params: &Vec<(f64, f64)>,
seed: usize,
) -> Result<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>>Expand description
Generates a 2-dimensional array containing a Sobol sequence within the given ranges.
This function samples the space using a Sobol sequence of n_points points. distributed along range_params.len() dimensions.
This function is used to initialize an optimization algorithm. The generated Sobol sequence provides the initial sampling of the step to be used in the first cycle of the optimization algorithm.
§Arguments
n_points- The number of points in the Sobol sequence.range_params- A vector of tuples, where each tuple represents the minimum and maximum value of a parameter.seed- The seed for the Sobol sequence generator.
§Returns
A 2D array where each row is a point in the Sobol sequence, and each column corresponds to a parameter. The value of each parameter is scaled to be within the corresponding range.