Eigen::TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ > Class Template Reference

Iterative solver for solving linear systems using the truncated conjugate gradient method. More...

#include <ikarus/linearalgebra/truncatedconjugategradient.hh>

Inheritance diagram for Eigen::TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ >:

Public Types
enum	{ UpLo = UpLo_ }
typedef IterativeSolverBase< TruncatedConjugateGradient >	Base
typedef MatrixType_	MatrixType
typedef MatrixType::Scalar	Scalar
typedef MatrixType::RealScalar	RealScalar
typedef Preconditioner_	Preconditioner

Public Member Functions
	TruncatedConjugateGradient (TruncatedConjugateGradient &&other) noexcept
TCGInfo< typename MatrixType::RealScalar >	getInfo ()
	Get information about the truncated conjugate gradient algorithm. More...
void	setInfo (TCGInfo< typename MatrixType::RealScalar > _alginfo)
	Set information about the truncated conjugate gradient algorithm. More...
	TruncatedConjugateGradient ()
template<typename MatrixDerived >
	TruncatedConjugateGradient (const EigenBase< MatrixDerived > &A)
	~TruncatedConjugateGradient ()
template<typename Rhs , typename Dest >
void	_solve_vector_with_guess_impl (const Rhs &b, Dest &x) const

Detailed Description

template<typename MatrixType_, int UpLo_, typename Preconditioner_>
class Eigen::TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ >

Template Parameters

MatrixType_	Type of the matrix A.
UpLo_	Type of the triangular part of the matrix (Lower or Upper or both).
Preconditioner_	Type of the preconditioner.

Member Typedef Documentation

Base

template<typename MatrixType_ , int UpLo_, typename Preconditioner_ >

typedef IterativeSolverBase<TruncatedConjugateGradient> Eigen::TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ >::Base

MatrixType

template<typename MatrixType_ , int UpLo_, typename Preconditioner_ >

typedef MatrixType_ Eigen::TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ >::MatrixType

Preconditioner

template<typename MatrixType_ , int UpLo_, typename Preconditioner_ >

typedef Preconditioner_ Eigen::TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ >::Preconditioner

RealScalar

template<typename MatrixType_ , int UpLo_, typename Preconditioner_ >

typedef MatrixType::RealScalar Eigen::TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ >::RealScalar

Scalar

template<typename MatrixType_ , int UpLo_, typename Preconditioner_ >

typedef MatrixType::Scalar Eigen::TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ >::Scalar

Member Enumeration Documentation

anonymous enum

template<typename MatrixType_ , int UpLo_, typename Preconditioner_ >

anonymous enum

Enumerator
UpLo

Constructor & Destructor Documentation

TruncatedConjugateGradient() [1/3]

template<typename MatrixType_ , int UpLo_, typename Preconditioner_ >

Eigen::TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ >::TruncatedConjugateGradient ( TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ > &&  other )

inlinenoexcept

TruncatedConjugateGradient() [2/3]

template<typename MatrixType_ , int UpLo_, typename Preconditioner_ >

Eigen::TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ >::TruncatedConjugateGradient ( )

inline

Default constructor.

TruncatedConjugateGradient() [3/3]

template<typename MatrixType_ , int UpLo_, typename Preconditioner_ >

template<typename MatrixDerived >

Eigen::TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ >::TruncatedConjugateGradient ( const EigenBase< MatrixDerived > &  A )

inlineexplicit

Initialize the solver with matrix A for further Ax=b solving.

This constructor is a shortcut for the default constructor followed by a call to compute().

Warning

this class stores a reference to the matrix A as well as some precomputed values that depend on it. Therefore, if A is changed this class becomes invalid. Call compute() to update it with the new matrix A, or modify a copy of A.

~TruncatedConjugateGradient()

template<typename MatrixType_ , int UpLo_, typename Preconditioner_ >

Eigen::TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ >::~TruncatedConjugateGradient ( )

inline

Member Function Documentation

_solve_vector_with_guess_impl()

template<typename MatrixType_ , int UpLo_, typename Preconditioner_ >

template<typename Rhs , typename Dest >

void Eigen::TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ >::_solve_vector_with_guess_impl ( const Rhs &  b, Dest &  x  ) const

inline

getInfo()

template<typename MatrixType_ , int UpLo_, typename Preconditioner_ >

TCGInfo< typename MatrixType::RealScalar > Eigen::TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ >::getInfo ( )

inline

Returns

Information about the algorithm.

setInfo()

template<typename MatrixType_ , int UpLo_, typename Preconditioner_ >

void Eigen::TruncatedConjugateGradient< MatrixType_, UpLo_, Preconditioner_ >::setInfo ( TCGInfo< typename MatrixType::RealScalar >  _alginfo )

inline

Parameters

_alginfo

Information about the algorithm.

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

• truncatedconjugategradient.hh