cmp::distribution::MultivariateUniformDistribution Class Reference

#include <distribution.h>

Inheritance diagram for cmp::distribution::MultivariateUniformDistribution:

Collaboration diagram for cmp::distribution::MultivariateUniformDistribution:

Public Member Functions
	MultivariateUniformDistribution (const Eigen::Ref< const Eigen::VectorXd > &lowerBound, const Eigen::Ref< const Eigen::VectorXd > &upperBound)
	MultivariateUniformDistribution ()=default
Eigen::VectorXd	sample (std::default_random_engine &rng, const double &gamma=1.0)
Eigen::MatrixXd	toCanonical (const Eigen::MatrixXd &x) const
Eigen::MatrixXd	toPhysical (const Eigen::MatrixXd &z) const
size_t	dimension () const
Public Member Functions inherited from cmp::distribution::MultivariateDistribution< MultivariateUniformDistribution >
double	logPDF (const Eigen::Ref< const Eigen::VectorXd > &x) const
	Computes the joint log probability density function (log-PDF) of the distribution.
Eigen::VectorXd	sample (std::default_random_engine &rng)
	Draws a single vector sample from the joint distribution.
Eigen::MatrixXd	toCanonical (const Eigen::MatrixXd &x) const
	Transforms physical samples to standard canonical space.
Eigen::MatrixXd	fromCanonical (const Eigen::MatrixXd &x) const
	Transforms standard canonical samples back to physical space.
size_t	dimension () const
	Returns the dimensionality of the multivariate space.

Static Public Member Functions
static MultivariateUniformDistribution	canonical (const size_t dim)

Private Attributes
Eigen::VectorXd	lowerBound_
	Lower bounds vector.
Eigen::VectorXd	upperBound_
	Upper bounds vector.
std::uniform_real_distribution< double >	distU_
	Uniform distribution helper for [0, 1] scaling.

Constructor & Destructor Documentation

MultivariateUniformDistribution() [1/2]

cmp::distribution::MultivariateUniformDistribution::MultivariateUniformDistribution ( const Eigen::Ref< const Eigen::VectorXd > &  lowerBound, const Eigen::Ref< const Eigen::VectorXd > &  upperBound  )

inline

MultivariateUniformDistribution() [2/2]

cmp::distribution::MultivariateUniformDistribution::MultivariateUniformDistribution ( )

default

Member Function Documentation

canonical()

static MultivariateUniformDistribution cmp::distribution::MultivariateUniformDistribution::canonical ( const size_t  dim )

inlinestatic

dimension()

size_t cmp::distribution::MultivariateUniformDistribution::dimension ( ) const

inline

sample()

Eigen::VectorXd cmp::distribution::MultivariateUniformDistribution::sample ( std::default_random_engine &  rng, const double &  gamma = 1.0  )

inline

toCanonical()

Eigen::MatrixXd cmp::distribution::MultivariateUniformDistribution::toCanonical ( const Eigen::MatrixXd &  x ) const

inline

toPhysical()

Eigen::MatrixXd cmp::distribution::MultivariateUniformDistribution::toPhysical ( const Eigen::MatrixXd &  z ) const

inline

Member Data Documentation

distU_

std::uniform_real_distribution<double> cmp::distribution::MultivariateUniformDistribution::distU_

private

Uniform distribution helper for [0, 1] scaling.

lowerBound_

Eigen::VectorXd cmp::distribution::MultivariateUniformDistribution::lowerBound_

private

Lower bounds vector.

upperBound_

Eigen::VectorXd cmp::distribution::MultivariateUniformDistribution::upperBound_

private

Upper bounds vector.

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

• include/distribution.h