Abstract solver for OptimizationProblems. More...

#include <solvers.hpp>

Inheritance diagram for mfem::OptimizationSolver:

Collaboration diagram for mfem::OptimizationSolver:

Public Member Functions
	OptimizationSolver ()

	OptimizationSolver (MPI_Comm _comm)

virtual	~OptimizationSolver ()

virtual void	SetOptimizationProblem (const OptimizationProblem &prob)

virtual void	Mult (const Vector &xt, Vector &x) const =0
	Operator application: `y=A(x)`. More...

virtual void	SetPreconditioner (Solver &pr)
	This should be called before SetOperator. More...

virtual void	SetOperator (const Operator &op)
	Also calls SetOperator for the preconditioner if there is one. More...

Public Member Functions inherited from mfem::IterativeSolver
	IterativeSolver ()

	IterativeSolver (MPI_Comm _comm)

void	SetRelTol (double rtol)

void	SetAbsTol (double atol)

void	SetMaxIter (int max_it)

void	SetPrintLevel (int print_lvl)

int	GetNumIterations () const

int	GetConverged () const

double	GetFinalNorm () const

void	SetMonitor (IterativeSolverMonitor &m)
	Set the iterative solver monitor. More...

MPI_Comm	GetComm () const
	Return the associated MPI communicator, or MPI_COMM_NULL if no communicator is set. More...

Public Member Functions inherited from mfem::Solver
	Solver (int s=0, bool iter_mode=false)
	Initialize a square Solver with size s. More...

	Solver (int h, int w, bool iter_mode=false)
	Initialize a Solver with height h and width w. More...

Public Member Functions inherited from mfem::Operator
void	InitTVectors (const Operator Po, const Operator Ri, const Operator *Pi, Vector &x, Vector &b, Vector &X, Vector &B) const
	Initializes memory for true vectors of linear system. More...

	Operator (int s=0)
	Construct a square Operator with given size s (default 0). More...

	Operator (int h, int w)
	Construct an Operator with the given height (output size) and width (input size). More...

int	Height () const
	Get the height (size of output) of the Operator. Synonym with NumRows(). More...

int	NumRows () const
	Get the number of rows (size of output) of the Operator. Synonym with Height(). More...

int	Width () const
	Get the width (size of input) of the Operator. Synonym with NumCols(). More...

int	NumCols () const
	Get the number of columns (size of input) of the Operator. Synonym with Width(). More...

virtual MemoryClass	GetMemoryClass () const
	Return the MemoryClass preferred by the Operator. More...

virtual void	MultTranspose (const Vector &x, Vector &y) const
	Action of the transpose operator: `y=A^t(x)`. The default behavior in class Operator is to generate an error. More...

virtual Operator &	GetGradient (const Vector &x) const
	Evaluate the gradient operator at the point x. The default behavior in class Operator is to generate an error. More...

virtual const Operator *	GetProlongation () const
	Prolongation operator from linear algebra (linear system) vectors, to input vectors for the operator. `NULL` means identity. More...

virtual const Operator *	GetRestriction () const
	Restriction operator from input vectors for the operator to linear algebra (linear system) vectors. `NULL` means identity. More...

virtual const Operator *	GetOutputProlongation () const
	Prolongation operator from linear algebra (linear system) vectors, to output vectors for the operator. `NULL` means identity. More...

virtual const Operator *	GetOutputRestriction () const
	Restriction operator from output vectors for the operator to linear algebra (linear system) vectors. `NULL` means identity. More...

void	FormLinearSystem (const Array< int > &ess_tdof_list, Vector &x, Vector &b, Operator *&A, Vector &X, Vector &B, int copy_interior=0)
	Form a constrained linear system using a matrix-free approach. More...

void	FormRectangularLinearSystem (const Array< int > &trial_tdof_list, const Array< int > &test_tdof_list, Vector &x, Vector &b, Operator *&A, Vector &X, Vector &B)
	Form a column-constrained linear system using a matrix-free approach. More...

virtual void	RecoverFEMSolution (const Vector &X, const Vector &b, Vector &x)
	Reconstruct a solution vector x (e.g. a GridFunction) from the solution X of a constrained linear system obtained from Operator::FormLinearSystem() or Operator::FormRectangularLinearSystem(). More...

void	FormSystemOperator (const Array< int > &ess_tdof_list, Operator *&A)
	Return in A a parallel (on truedofs) version of this square operator. More...

void	FormRectangularSystemOperator (const Array< int > &trial_tdof_list, const Array< int > &test_tdof_list, Operator *&A)
	Return in A a parallel (on truedofs) version of this rectangular operator (including constraints). More...

void	FormDiscreteOperator (Operator *&A)
	Return in A a parallel (on truedofs) version of this rectangular operator. More...

void	PrintMatlab (std::ostream &out, int n=0, int m=0) const
	Prints operator with input size n and output size m in Matlab format. More...

virtual	~Operator ()
	Virtual destructor. More...

Type	GetType () const
	Return the type ID of the Operator class. More...

Protected Attributes
const OptimizationProblem *	problem

Protected Attributes inherited from mfem::IterativeSolver
const Operator *	oper

Solver *	prec

IterativeSolverMonitor *	monitor = nullptr

int	max_iter

int	print_level

double	rel_tol

double	abs_tol

int	final_iter

int	converged

double	final_norm

Protected Attributes inherited from mfem::Operator
int	height
	Dimension of the output / number of rows in the matrix. More...

int	width
	Dimension of the input / number of columns in the matrix. More...

Additional Inherited Members
Public Types inherited from mfem::Operator
enum	DiagonalPolicy { DIAG_ZERO, DIAG_ONE, DIAG_KEEP }
	Defines operator diagonal policy upon elimination of rows and/or columns. More...

enum	Type { ANY_TYPE, MFEM_SPARSEMAT, Hypre_ParCSR, PETSC_MATAIJ, PETSC_MATIS, PETSC_MATSHELL, PETSC_MATNEST, PETSC_MATHYPRE, PETSC_MATGENERIC, Complex_Operator, MFEM_ComplexSparseMat, Complex_Hypre_ParCSR }
	Enumeration defining IDs for some classes derived from Operator. More...

Public Attributes inherited from mfem::Solver
bool	iterative_mode
	If true, use the second argument of Mult() as an initial guess. More...

Protected Member Functions inherited from mfem::IterativeSolver
double	Dot (const Vector &x, const Vector &y) const

double	Norm (const Vector &x) const

void	Monitor (int it, double norm, const Vector &r, const Vector &x, bool final=false) const

Protected Member Functions inherited from mfem::Operator
void	FormConstrainedSystemOperator (const Array< int > &ess_tdof_list, ConstrainedOperator *&Aout)
	see FormSystemOperator() More...

void	FormRectangularConstrainedSystemOperator (const Array< int > &trial_tdof_list, const Array< int > &test_tdof_list, RectangularConstrainedOperator *&Aout)
	see FormRectangularSystemOperator() More...

Operator *	SetupRAP (const Operator Pi, const Operator Po)
	Returns RAP Operator of this, taking in input/output Prolongation matrices. More...

Detailed Description

Abstract solver for OptimizationProblems.

Definition at line 526 of file solvers.hpp.

Constructor & Destructor Documentation

mfem::OptimizationSolver::OptimizationSolver ( )

inline

Definition at line 532 of file solvers.hpp.

mfem::OptimizationSolver::OptimizationSolver ( MPI_Comm _comm )

inline

Definition at line 534 of file solvers.hpp.

virtual mfem::OptimizationSolver::~OptimizationSolver ( )

inlinevirtual

Definition at line 536 of file solvers.hpp.

Member Function Documentation

virtual void mfem::OptimizationSolver::Mult	(	const Vector &	x,
		Vector &	y
	)		const

pure virtual

Operator application: y=A(x).

Implements mfem::Operator.

Implemented in mfem::SLBQPOptimizer, and mfem::HiopNlpOptimizer.

virtual void mfem::OptimizationSolver::SetOperator ( const Operator & op )

inlinevirtual

Also calls SetOperator for the preconditioner if there is one.

Reimplemented from mfem::IterativeSolver.

Definition at line 547 of file solvers.hpp.

virtual void mfem::OptimizationSolver::SetOptimizationProblem ( const OptimizationProblem & prob )

inlinevirtual

This function is virtual as solvers might need to perform some initial actions (e.g. validation) with the OptimizationProblem.

Reimplemented in mfem::SLBQPOptimizer, and mfem::HiopNlpOptimizer.

Definition at line 540 of file solvers.hpp.

virtual void mfem::OptimizationSolver::SetPreconditioner ( Solver & pr )

inlinevirtual

This should be called before SetOperator.

Reimplemented from mfem::IterativeSolver.

Definition at line 545 of file solvers.hpp.

Member Data Documentation

const OptimizationProblem* mfem::OptimizationSolver::problem

protected

Definition at line 529 of file solvers.hpp.

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

linalg/solvers.hpp

Public Member Functions

Protected Attributes

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation