cmp::mean::Zero Class Reference

Represents a constant zero mean function. More...

#include <mean++.h>

Inheritance diagram for cmp::mean::Zero:

Collaboration diagram for cmp::mean::Zero:

Public Member Functions
	Zero ()=default
	Zero (const Zero &)=default
	Zero (Zero &&)=default
Zero &	operator= (const Zero &)=default
Zero &	operator= (Zero &&)=default
double	eval (const Eigen::VectorXd &x, const Eigen::VectorXd &par) const
	Evaluates the zero mean function.
double	evalGradient (const Eigen::VectorXd &x, const Eigen::VectorXd &log_par, const size_t &i) const
	Evaluates the partial derivative of the zero mean function.
double	evalHessian (const Eigen::VectorXd &x, const Eigen::VectorXd &log_par, const size_t &i, const size_t &j) const
	Evaluates the second-order partial derivative (Hessian) of the zero mean function.
Public Member Functions inherited from cmp::mean::Mean
virtual	~Mean ()=default

Static Public Member Functions
static std::shared_ptr< Mean >	make ()
	Factory method for creating a Zero mean function.

Detailed Description

Represents a constant zero mean function.

Mathematical Formulation The mean is zero everywhere:

\[ m(\mathbf{x}) = 0 \]

Constructor & Destructor Documentation

Zero() [1/3]

cmp::mean::Zero::Zero ( )

default

Zero() [2/3]

cmp::mean::Zero::Zero ( const Zero &  )

default

Zero() [3/3]

cmp::mean::Zero::Zero ( Zero &&  )

default

Member Function Documentation

eval()

double cmp::mean::Zero::eval ( const Eigen::VectorXd &  x, const Eigen::VectorXd &  par  ) const

inlinevirtual

Evaluates the zero mean function.

Implements cmp::mean::Mean.

evalGradient()

double cmp::mean::Zero::evalGradient ( const Eigen::VectorXd &  x, const Eigen::VectorXd &  log_par, const size_t &  i  ) const

inlinevirtual

Evaluates the partial derivative of the zero mean function.

Implements cmp::mean::Mean.

evalHessian()

double cmp::mean::Zero::evalHessian ( const Eigen::VectorXd &  x, const Eigen::VectorXd &  log_par, const size_t &  i, const size_t &  j  ) const

inlinevirtual

Evaluates the second-order partial derivative (Hessian) of the zero mean function.

Implements cmp::mean::Mean.

make()

static std::shared_ptr< Mean > cmp::mean::Zero::make ( )

inlinestatic

Factory method for creating a Zero mean function.

operator=() [1/2]

Zero & cmp::mean::Zero::operator= ( const Zero &  )

default

operator=() [2/2]

Zero & cmp::mean::Zero::operator= ( Zero &&  )

default

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

• include/mean++.h