ldsgen::Halton Class Reference

Halton sequence generator. More...

#include <lds.hpp>

Inheritance diagram for ldsgen::Halton:

Collaboration diagram for ldsgen::Halton:

Public Member Functions
	Halton (const unsigned long base0, const unsigned long base1)
	Construct a new Halton object.
auto	value_at (unsigned long n) const -> std::array< double, 2 >
	Evaluate the 2D Halton point at a given index (pure, no state change)
Public Member Functions inherited from ldsgen::GeneratorIterable< Halton, std::array< double, 2 > >
auto	begin () -> GeneratorIterator< Halton, std::array< double, 2 > >
	Get iterator to beginning.
auto	end () const -> GeneratorIterator< Halton, std::array< double, 2 > >
	Get iterator to end (infinite sequence)
Public Member Functions inherited from ldsgen::GeneratorBase< Derived, Value >
auto	pop () -> Value
	Generate the next value in the sequence (advances state).
auto	peek () -> Value
	Peek at the next value without advancing state.
auto	skip (unsigned int n) -> void
	Skip n values in the sequence.
auto	reseed (const unsigned long &seed) -> void
	Reset the generator to a specific seed value.
auto	get_index () const -> unsigned long
	Get current index in the sequence.

Additional Inherited Members
Protected Attributes inherited from ldsgen::GeneratorBase< Derived, Value >
std::atomic< unsigned long >	count_ {0}
	Current sequence index (single source of state)

Detailed Description

Halton sequence generator.

The Halton class is a sequence generator that generates points in a 2-dimensional space using the Halton sequence. The Halton sequence is a low-discrepancy sequence that is commonly used in quasi-Monte Carlo methods. It is generated by iterating over two different bases and calculating the fractional parts of the numbers in those bases. The Halton class keeps track of the current count and bases, and provides a pop() method that returns the next point in the sequence as a std::array<double, 2>.

*     Halton(2,3) sequence:
*     pop() -> (0.5, 0.333)  (VdC(2) -> 0.5, VdC(3) -> 0.333)
*     pop() -> (0.25, 0.666) (VdC(2) -> 0.25, VdC(3) -> 0.666)
*     pop() -> (0.75, 0.111) (VdC(2) -> 0.75, VdC(3) -> 0.111)
*     ...
* 

Constructor & Destructor Documentation

Halton()

ldsgen::Halton::Halton ( const unsigned long  base0, const unsigned long  base1  )

inline

Construct a new Halton object.

Constructs a Halton sequence generator with the specified bases for the two dimensions.

Parameters

[in]	base0	the base for the first dimension
[in]	base1	the base for the second dimension

Member Function Documentation

value_at()

auto ldsgen::Halton::value_at ( unsigned long  n ) const -> std::array<double, 2>

inline

Evaluate the 2D Halton point at a given index (pure, no state change)

\( H(n) = \bigl(\phi_{b_0}(n),\; \phi_{b_1}(n)\bigr) \)

Parameters

[in]

n

The sequence index.

Returns

The 2D Halton point for index n.

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The documentation for this class was generated from the following file:

• ldsgen/lds.hpp