This class implements the RCG iteration, where a single-std::vector Krylov subspace is constructed. More...

#include <BelosRCGIter.hpp>

Inheritance diagram for Belos::RCGIter< ScalarType, MV, OP >:

Public Types
typedef MultiVecTraits < ScalarType, MV >	MVT

typedef OperatorTraits < ScalarType, MV, OP >	OPT

typedef Teuchos::ScalarTraits < ScalarType >	SCT

typedef SCT::magnitudeType	MagnitudeType

Public Member Functions
Constructors/Destructor
	RCGIter (const Teuchos::RCP< LinearProblem< ScalarType, MV, OP > > &problem, const Teuchos::RCP< OutputManager< ScalarType > > &printer, const Teuchos::RCP< StatusTest< ScalarType, MV, OP > > &tester, Teuchos::ParameterList &params)
	RCGIter constructor with linear problem, solver utilities, and parameter list of solver options. More...

virtual	~RCGIter ()
	Destructor. More...

Solver methods
void	iterate ()
	This method performs RCG iterations until the status test indicates the need to stop or an error occurs (in which case, an std::exception is thrown). More...

void	initialize (RCGIterState< ScalarType, MV > &newstate)
	Initialize the solver to an iterate, providing a complete state. More...

void	initialize ()
	Initialize the solver with the initial vectors from the linear problem or random data. More...

Status methods
int	getNumIters () const
	Get the current iteration count. More...

void	resetNumIters (int iter=0)
	Reset the iteration count. More...

Teuchos::RCP< const MV >	getNativeResiduals (std::vector< MagnitudeType > *) const
	Get the norms of the residuals native to the solver. More...

Teuchos::RCP< MV >	getCurrentUpdate () const
	Get the current update to the linear system. More...

int	getCurSubspaceDim () const
	Get the dimension of the search subspace used to generate the current solution to the linear problem. More...

int	getMaxSubspaceDim () const
	Get the maximum dimension allocated for the search subspace. More...

Accessor methods
const LinearProblem < ScalarType, MV, OP > &	getProblem () const
	Get a constant reference to the linear problem. More...

int	getNumBlocks () const
	Get the maximum number of blocks used by the iterative solver in solving this linear problem. More...

void	setNumBlocks (int numBlocks)
	Set the maximum number of blocks used by the iterative solver. More...

int	getRecycledBlocks () const
	Get the maximum number of recycled blocks used by the iterative solver in solving this linear problem. More...

void	setRecycledBlocks (int recycleBlocks)
	Set the maximum number of recycled blocks used by the iterative solver. More...

int	getBlockSize () const
	Get the blocksize to be used by the iterative solver in solving this linear problem. More...

void	setBlockSize (int blockSize)
	Set the blocksize. More...

void	setSize (int recycleBlocks, int numBlocks)
	Set the maximum number of blocks used by the iterative solver and the number of recycled vectors. More...

bool	isInitialized ()
	States whether the solver has been initialized or not. More...

Public Member Functions inherited from Belos::Iteration< ScalarType, MV, OP >
	Iteration ()
	Default Constructor. More...

virtual	~Iteration ()
	Destructor. More...

virtual Teuchos::RCP< const MV >	getNativeResiduals (std::vector< typename Teuchos::ScalarTraits< ScalarType >::magnitudeType > *norms) const =0
	Get the residuals native to the solver. More...

Detailed Description

template<class ScalarType, class MV, class OP>
class Belos::RCGIter< ScalarType, MV, OP >

This class implements the RCG iteration, where a single-std::vector Krylov subspace is constructed.

Author: Michael Parks and Heidi Thornquist

Definition at line 113 of file BelosRCGIter.hpp.

Member Typedef Documentation

template<class ScalarType , class MV , class OP >

typedef MultiVecTraits<ScalarType,MV> Belos::RCGIter< ScalarType, MV, OP >::MVT

Definition at line 120 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

typedef OperatorTraits<ScalarType,MV,OP> Belos::RCGIter< ScalarType, MV, OP >::OPT

Definition at line 121 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

typedef Teuchos::ScalarTraits<ScalarType> Belos::RCGIter< ScalarType, MV, OP >::SCT

Definition at line 122 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

typedef SCT::magnitudeType Belos::RCGIter< ScalarType, MV, OP >::MagnitudeType

Definition at line 123 of file BelosRCGIter.hpp.

Constructor & Destructor Documentation

template<class ScalarType , class MV , class OP >

Belos::RCGIter< ScalarType, MV, OP >::RCGIter	(	const Teuchos::RCP< LinearProblem< ScalarType, MV, OP > > &	problem,
		const Teuchos::RCP< OutputManager< ScalarType > > &	printer,
		const Teuchos::RCP< StatusTest< ScalarType, MV, OP > > &	tester,
		Teuchos::ParameterList &	params
	)

RCGIter constructor with linear problem, solver utilities, and parameter list of solver options.

This constructor takes pointers required by the linear solver, in addition to a parameter list of options for the linear solver. These options include the following:

"Num Blocks" - an int specifying the maximum number of blocks allocated for the solver basis. Default: 25
"Restart Timers" = a bool specifying whether the timers should be restarted each time iterate() is called. Default: false

Definition at line 329 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

virtual Belos::RCGIter< ScalarType, MV, OP >::~RCGIter ( )

inlinevirtual

Destructor.

Definition at line 141 of file BelosRCGIter.hpp.

Member Function Documentation

template<class ScalarType , class MV , class OP >

void Belos::RCGIter< ScalarType, MV, OP >::iterate ( )

virtual

This method performs RCG iterations until the status test indicates the need to stop or an error occurs (in which case, an std::exception is thrown).

iterate() will first determine whether the solver is initialized; if not, it will call initialize() using default arguments. After initialization, the solver performs RCG iterations until the status test evaluates as Passed, at which point the method returns to the caller.

The status test is queried at the beginning of the iteration.

Implements Belos::Iteration< ScalarType, MV, OP >.

Definition at line 458 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

void Belos::RCGIter< ScalarType, MV, OP >::initialize ( RCGIterState< ScalarType, MV > & newstate )

Initialize the solver to an iterate, providing a complete state.

The RCGIter contains a certain amount of state, consisting of the current residual, preconditioned residual, and decent direction.

initialize() gives the user the opportunity to manually set these, although only the current unpreconditioned residual is required.

Postcondition: isInitialized() == true (see post-conditions of isInitialize())

Note: For any pointer in newstate which directly points to the multivectors in the solver, the data is not copied.

Definition at line 374 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

void Belos::RCGIter< ScalarType, MV, OP >::initialize ( )

inlinevirtual

Initialize the solver with the initial vectors from the linear problem or random data.

Implements Belos::Iteration< ScalarType, MV, OP >.

Definition at line 181 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

int Belos::RCGIter< ScalarType, MV, OP >::getNumIters ( ) const

inlinevirtual

Get the current iteration count.

Implements Belos::Iteration< ScalarType, MV, OP >.

Definition at line 193 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

void Belos::RCGIter< ScalarType, MV, OP >::resetNumIters ( int iter = 0 )

inlinevirtual

Reset the iteration count.

Implements Belos::Iteration< ScalarType, MV, OP >.

Definition at line 196 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

Teuchos::RCP<const MV> Belos::RCGIter< ScalarType, MV, OP >::getNativeResiduals ( std::vector< MagnitudeType > * ) const

inline

Get the norms of the residuals native to the solver.

Returns: A std::vector of length blockSize containing the native residuals.

Definition at line 200 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

Teuchos::RCP<MV> Belos::RCGIter< ScalarType, MV, OP >::getCurrentUpdate ( ) const

inlinevirtual

Get the current update to the linear system.

Note: Some solvers, like GMRES, do not compute updates to the solution every iteration. This method forces its computation. Other solvers, like CG and RCG update the solution each iteration, so this method will return a zero std::vector indicating that the linear problem contains the current solution.

Implements Belos::Iteration< ScalarType, MV, OP >.

Definition at line 208 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

int Belos::RCGIter< ScalarType, MV, OP >::getCurSubspaceDim ( ) const

inline

Get the dimension of the search subspace used to generate the current solution to the linear problem.

Definition at line 211 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

int Belos::RCGIter< ScalarType, MV, OP >::getMaxSubspaceDim ( ) const

inline

Get the maximum dimension allocated for the search subspace.

Definition at line 217 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

const LinearProblem<ScalarType,MV,OP>& Belos::RCGIter< ScalarType, MV, OP >::getProblem ( ) const

inlinevirtual

Get a constant reference to the linear problem.

Implements Belos::Iteration< ScalarType, MV, OP >.

Definition at line 226 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

int Belos::RCGIter< ScalarType, MV, OP >::getNumBlocks ( ) const

inline

Get the maximum number of blocks used by the iterative solver in solving this linear problem.

Definition at line 229 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

void Belos::RCGIter< ScalarType, MV, OP >::setNumBlocks ( int numBlocks )

inline

Set the maximum number of blocks used by the iterative solver.

Definition at line 232 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

int Belos::RCGIter< ScalarType, MV, OP >::getRecycledBlocks ( ) const

inline

Get the maximum number of recycled blocks used by the iterative solver in solving this linear problem.

Definition at line 235 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

void Belos::RCGIter< ScalarType, MV, OP >::setRecycledBlocks ( int recycleBlocks )

inline

Set the maximum number of recycled blocks used by the iterative solver.

Definition at line 238 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

int Belos::RCGIter< ScalarType, MV, OP >::getBlockSize ( ) const

inlinevirtual

Get the blocksize to be used by the iterative solver in solving this linear problem.

Implements Belos::Iteration< ScalarType, MV, OP >.

Definition at line 241 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

void Belos::RCGIter< ScalarType, MV, OP >::setBlockSize ( int blockSize )

inlinevirtual

Set the blocksize.

Implements Belos::Iteration< ScalarType, MV, OP >.

Definition at line 244 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

void Belos::RCGIter< ScalarType, MV, OP >::setSize	(	int	recycleBlocks,
		int	numBlocks
	)

Set the maximum number of blocks used by the iterative solver and the number of recycled vectors.

Definition at line 359 of file BelosRCGIter.hpp.

template<class ScalarType , class MV , class OP >

bool Belos::RCGIter< ScalarType, MV, OP >::isInitialized ( )

inlinevirtual

States whether the solver has been initialized or not.

Implements Belos::Iteration< ScalarType, MV, OP >.

Definition at line 253 of file BelosRCGIter.hpp.

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

BelosRCGIter.hpp

Public Types

Public Member Functions

Detailed Description

template<class ScalarType, class MV, class OP> class Belos::RCGIter< ScalarType, MV, OP >

Member Typedef Documentation

Constructor & Destructor Documentation

Member Function Documentation

template<class ScalarType, class MV, class OP>
class Belos::RCGIter< ScalarType, MV, OP >