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init_sobol

math_audio_optimisation::init_sobol

Function init_sobol 

Source 
pub fn init_sobol(
    dimensions: usize,
    num_samples: usize,
    bounds: &[(f64, f64)],
) -> Vec<Vec<f64>>
Expand description

Generate Sobol quasi-random sequence for initialization.

Uses Van der Corput sequences in co-prime bases for better parameter space coverage than pure random initialization.

§Arguments

  • dimensions - Number of dimensions (parameters)
  • num_samples - Number of samples to generate
  • bounds - Parameter bounds for scaling

§Returns

Vector of parameter vectors sampled from the quasi-random sequence