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HaltonGenerator

scirs2_core::random::qmc

Struct HaltonGenerator 

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pub struct HaltonGenerator { /* private fields */ }
Expand description

Halton sequence generator

Generates points using the Halton sequence based on coprime bases. Simpler than Sobol but can have correlation issues in higher dimensions.

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impl HaltonGenerator

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pub fn new(bases: &[u32]) -> Self

Create a new Halton generator with specified bases

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pub fn dimension(dimension: usize) -> Result<Self, QmcError>

Create a Halton generator using the first n prime numbers as bases

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pub fn bases_2(&self) -> &[u32]

Get the bases used by this generator

Trait Implementations§

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impl LowDiscrepancySequence for HaltonGenerator

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fn next_point(&mut self) -> Vec<f64>

Generate the next point in the sequence
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fn dimension(&self) -> usize

Get the dimension of the sequence
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fn reset(&mut self)

Reset the sequence to the beginning
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fn generate(&mut self, n: usize) -> Array2<f64>

Generate multiple points at once
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fn skip(&mut self, n: usize)

Skip ahead in the sequence

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