mfem::OptimizationProblem Class Reference

#include <solvers.hpp>

Inheritance diagram for mfem::OptimizationProblem:

Collaboration diagram for mfem::OptimizationProblem:

Public Member Functions
	OptimizationProblem (int insize, const Operator *C_, const Operator *D_)
	In parallel, insize is the number of the local true dofs. More...
virtual double	CalcObjective (const Vector &x) const =0
	Objective F(x). In parallel, the result should be reduced over tasks. More...
virtual void	CalcObjectiveGrad (const Vector &x, Vector &grad) const
	The result grad is expected to enter with the correct size. More...
void	SetEqualityConstraint (const Vector &c)
void	SetInequalityConstraint (const Vector &dl, const Vector &dh)
void	SetSolutionBounds (const Vector &xl, const Vector &xh)
const Operator *	GetC () const
const Operator *	GetD () const
const Vector *	GetEqualityVec () const
const Vector *	GetInequalityVec_Lo () const
const Vector *	GetInequalityVec_Hi () const
const Vector *	GetBoundsVec_Lo () const
const Vector *	GetBoundsVec_Hi () const
int	GetNumConstraints () const

Public Attributes
const int	input_size

Protected Attributes
const Operator *	C
	Not owned, some can remain unused (NULL). More...
const Operator *	D
const Vector *	c_e
const Vector *	d_lo
const Vector *	d_hi
const Vector *	x_lo
const Vector *	x_hi

Detailed Description

Defines operators and constraints for the following optimization problem:

Find x that minimizes the objective function F(x), subject to C(x) = c_e, d_lo <= D(x) <= d_hi, x_lo <= x <= x_hi.

The operators F, C, D must take input of the same size (same width). Gradients of F, C, D might be needed, depending on the OptimizationSolver. When used with Hiop, gradients of C and D must be DenseMatrices. F always returns a scalar value, see CalcObjective(), CalcObjectiveGrad(). C and D can have arbitrary heights. C and D can be NULL, meaning that their constraints are not used.

When used in parallel, all Vectors are assumed to be true dof vectors, and the operators are expected to be defined for tdof vectors.

Definition at line 813 of file solvers.hpp.

Constructor & Destructor Documentation

OptimizationProblem()

mfem::OptimizationProblem::OptimizationProblem	(	int	insize,
		const Operator *	C_,
		const Operator *	D_
	)

In parallel, insize is the number of the local true dofs.

Definition at line 2302 of file solvers.cpp.

Member Function Documentation

CalcObjective()

virtual double mfem::OptimizationProblem::CalcObjective ( const Vector &  x ) const

pure virtual

Objective F(x). In parallel, the result should be reduced over tasks.

CalcObjectiveGrad()

virtual void mfem::OptimizationProblem::CalcObjectiveGrad ( const Vector &  x, Vector &  grad  ) const

inlinevirtual

The result grad is expected to enter with the correct size.

Definition at line 829 of file solvers.hpp.

GetBoundsVec_Hi()

const Vector* mfem::OptimizationProblem::GetBoundsVec_Hi ( ) const

inline

Definition at line 842 of file solvers.hpp.

GetBoundsVec_Lo()

const Vector* mfem::OptimizationProblem::GetBoundsVec_Lo ( ) const

inline

Definition at line 841 of file solvers.hpp.

GetC()

const Operator* mfem::OptimizationProblem::GetC ( ) const

inline

Definition at line 836 of file solvers.hpp.

GetD()

const Operator* mfem::OptimizationProblem::GetD ( ) const

inline

Definition at line 837 of file solvers.hpp.

GetEqualityVec()

const Vector* mfem::OptimizationProblem::GetEqualityVec ( ) const

inline

Definition at line 838 of file solvers.hpp.

GetInequalityVec_Hi()

const Vector* mfem::OptimizationProblem::GetInequalityVec_Hi ( ) const

inline

Definition at line 840 of file solvers.hpp.

GetInequalityVec_Lo()

const Vector* mfem::OptimizationProblem::GetInequalityVec_Lo ( ) const

inline

Definition at line 839 of file solvers.hpp.

GetNumConstraints()

int mfem::OptimizationProblem::GetNumConstraints

(

)

const

Definition at line 2338 of file solvers.cpp.

SetEqualityConstraint()

void mfem::OptimizationProblem::SetEqualityConstraint

(

const Vector &

c

)

Definition at line 2312 of file solvers.cpp.

SetInequalityConstraint()

void mfem::OptimizationProblem::SetInequalityConstraint	(	const Vector &	dl,
		const Vector &	dh
	)

Definition at line 2320 of file solvers.cpp.

SetSolutionBounds()

void mfem::OptimizationProblem::SetSolutionBounds	(	const Vector &	xl,
		const Vector &	xh
	)

Definition at line 2330 of file solvers.cpp.

Member Data Documentation

C

const Operator* mfem::OptimizationProblem::C

protected

Not owned, some can remain unused (NULL).

Definition at line 817 of file solvers.hpp.

c_e

const Vector* mfem::OptimizationProblem::c_e

protected

Definition at line 818 of file solvers.hpp.

D

const Operator * mfem::OptimizationProblem::D

protected

Definition at line 817 of file solvers.hpp.

d_hi

const Vector * mfem::OptimizationProblem::d_hi

protected

Definition at line 818 of file solvers.hpp.

d_lo

const Vector * mfem::OptimizationProblem::d_lo

protected

Definition at line 818 of file solvers.hpp.

input_size

const int mfem::OptimizationProblem::input_size

Definition at line 821 of file solvers.hpp.

x_hi

const Vector * mfem::OptimizationProblem::x_hi

protected

Definition at line 818 of file solvers.hpp.

x_lo

const Vector * mfem::OptimizationProblem::x_lo

protected

Definition at line 818 of file solvers.hpp.

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

• linalg/solvers.hpp
• linalg/solvers.cpp