Abstract base class for all serial symmetric diagonal matrices with significant zeros along the diagonal. More...

#include <AbstractLinAlgPack_MatrixSymDiagSparse.hpp>

Inheritance diagram for AbstractLinAlgPack::MatrixSymDiagSparse:

Public Member Functions
	STANDARD_MEMBER_COMPOSITION_MEMBERS (size_type, num_updates_at_once)
	<<std member="" comp>="">> members for how many updates to compute at once in the operation M_MtMtM(....). More...

	MatrixSymDiagSparse ()
	The default value of num_updates_at_once == 0 is set to allow this class to determine the appropriate size internally. More...

Public Member Functions inherited from AbstractLinAlgPack::MatrixSymOpSerial
virtual void	Mp_StPtMtP (DMatrixSliceSym *sym_lhs, value_type alpha, EMatRhsPlaceHolder dummy_place_holder, const GenPermMatrixSlice &gpms_rhs, BLAS_Cpp::Transp gpms_rhs_trans, value_type beta) const
	sym_lhs = alpha * op(gpms_rhs') * M * op(gpms_rhs) + beta * sym_lhs. More...

const VectorSpace &	space_rows () const
	Must be overridden to call `MatrixOpSerial::space_rows()` More...

void	Mp_StPtMtP (MatrixSymOp *symwo_lhs, value_type alpha, EMatRhsPlaceHolder dummy_place_holder, const GenPermMatrixSlice &gpms_rhs, BLAS_Cpp::Transp gpms_rhs_trans, value_type beta) const
	symwo_lhs = alpha * op(gpms_rhs') * M * op(gpms_rhs) + beta * sym_lhs. More...

void	Mp_StMtMtM (MatrixSymOp *symwo_lhs, value_type alpha, EMatRhsPlaceHolder dummy_place_holder, const MatrixOp &mwo_rhs, BLAS_Cpp::Transp mwo_rhs_trans, value_type beta) const
	symwo_lhs = alpha * op(mwo_rhs') * M * op(mwo_rhs). More...

Public Member Functions inherited from AbstractLinAlgPack::MatrixOpSerial
virtual void	Mp_StM (DMatrixSlice *gms_lhs, value_type alpha, BLAS_Cpp::Transp trans_rhs) const
	gms_lhs += alpha * op(M_rhs) (BLAS xAXPY) More...

virtual void	Mp_StMtP (DMatrixSlice *gms_lhs, value_type alpha, BLAS_Cpp::Transp M_trans, const GenPermMatrixSlice &P_rhs, BLAS_Cpp::Transp P_rhs_trans) const
	gms_lhs += alpha * op(M_rhs) * op(P_rhs) More...

virtual void	Mp_StPtM (DMatrixSlice *gms_lhs, value_type alpha, const GenPermMatrixSlice &P_rhs, BLAS_Cpp::Transp P_rhs_trans, BLAS_Cpp::Transp M_trans) const
	gms_lhs += alpha * op(P) * op(M_rhs) More...

virtual void	Mp_StPtMtP (DMatrixSlice *gms_lhs, value_type alpha, const GenPermMatrixSlice &P_rhs1, BLAS_Cpp::Transp P_rhs1_trans, BLAS_Cpp::Transp M_trans, const GenPermMatrixSlice &P_rhs2, BLAS_Cpp::Transp P_rhs2_trans) const
	gms_lhs += alpha * op(P_rhs1) * op(M_rhs) * op(P_rhs2) More...

virtual void	Vp_StMtV (DVectorSlice *vs_lhs, value_type alpha, BLAS_Cpp::Transp trans_rhs1, const SpVectorSlice &sv_rhs2, value_type beta) const
	vs_lhs = alpha * op(M_rhs1) * sv_rhs2 + beta * vs_lhs (BLAS xGEMV) More...

virtual void	Vp_StPtMtV (DVectorSlice *vs_lhs, value_type alpha, const GenPermMatrixSlice &P_rhs1, BLAS_Cpp::Transp P_rhs1_trans, BLAS_Cpp::Transp M_rhs2_trans, const DVectorSlice &vs_rhs3, value_type beta) const
	vs_lhs = alpha * op(P_rhs1) * op(M_rhs2) * vs_rhs3 + beta * vs_rhs More...

virtual void	Vp_StPtMtV (DVectorSlice *vs_lhs, value_type alpha, const GenPermMatrixSlice &P_rhs1, BLAS_Cpp::Transp P_rhs1_trans, BLAS_Cpp::Transp M_rhs2_trans, const SpVectorSlice &sv_rhs3, value_type beta) const
	vs_lhs = alpha * op(P_rhs1) * op(M_rhs2) * sv_rhs3 + beta * vs_rhs More...

virtual value_type	transVtMtV (const DVectorSlice &vs_rhs1, BLAS_Cpp::Transp trans_rhs2, const DVectorSlice &vs_rhs3) const
	result = vs_rhs1' * op(M_rhs2) * vs_rhs3 More...

virtual void	syr2k (BLAS_Cpp::Transp M_trans, value_type alpha, const GenPermMatrixSlice &P1, BLAS_Cpp::Transp P1_trans, const GenPermMatrixSlice &P2, BLAS_Cpp::Transp P2_trans, value_type beta, DMatrixSliceSym *sym_lhs) const
	Perform a specialized rank-2k update of a dense symmetric matrix of the form: More...

virtual void	Mp_StMtM (DMatrixSlice *gms_lhs, value_type alpha, BLAS_Cpp::Transp trans_rhs1, const DMatrixSlice &gms_rhs2, BLAS_Cpp::Transp trans_rhs2, value_type beta) const
	gms_lhs = alpha * op(M_rhs1) * op(gms_rhs2) + beta * gms_lhs (right) (xGEMM) More...

virtual void	Mp_StMtM (DMatrixSlice *gms_lhs, value_type alpha, const DMatrixSlice &gms_rhs1, BLAS_Cpp::Transp trans_rhs1, BLAS_Cpp::Transp trans_rhs2, value_type beta) const
	gms_lhs = alpha * op(gms_rhs1) * op(M_rhs2) + beta * gms_lhs (left) (xGEMM) More...

virtual void	Mp_StMtM (DMatrixSlice *gms_lhs, value_type alpha, BLAS_Cpp::Transp trans_rhs1, const MatrixOpSerial &mwo_rhs2, BLAS_Cpp::Transp trans_rhs2, value_type beta) const
	gms_lhs = alpha * op(M_rhs1) * op(mwo_rhs2) + beta * gms_lhs (right) (xGEMM) More...

virtual void	Mp_StMtM (DMatrixSlice *gms_lhs, value_type alpha, BLAS_Cpp::Transp trans_rhs1, const DMatrixSliceSym &sym_rhs2, BLAS_Cpp::Transp trans_rhs2, value_type beta) const
	gms_lhs = alpha * op(M_rhs1) * op(sym_rhs2) + beta * gms_lhs (right) (xSYMM) More...

virtual void	Mp_StMtM (DMatrixSlice *gms_lhs, value_type alpha, const DMatrixSliceSym &sym_rhs1, BLAS_Cpp::Transp trans_rhs1, BLAS_Cpp::Transp trans_rhs2, value_type beta) const
	gms_lhs = alpha * op(sym_rhs1) * op(M_rhs2) + beta * gms_lhs (left) (xSYMM) More...

virtual void	Mp_StMtM (DMatrixSlice *gms_lhs, value_type alpha, BLAS_Cpp::Transp trans_rhs1, const DMatrixSliceTri &tri_rhs2, BLAS_Cpp::Transp trans_rhs2, value_type beta) const
	gms_lhs = alpha * op(M_rhs1) * op(tri_rhs2) + beta * gms_lhs (right) (xTRMM) More...

virtual void	Mp_StMtM (DMatrixSlice *gms_lhs, value_type alpha, const DMatrixSliceTri &tri_rhs1, BLAS_Cpp::Transp trans_rhs1, BLAS_Cpp::Transp trans_rhs2, value_type beta) const
	gms_lhs = alpha * op(tri_rhs1) * op(M_rhs2) + beta * gms_lhs (left) (xTRMM) More...

virtual void	syrk (BLAS_Cpp::Transp M_trans, value_type alpha, value_type beta, DMatrixSliceSym *sym_lhs) const
	Perform a rank-k update of a dense symmetric matrix of the form: More...

const VectorSpace &	space_cols () const

bool	Mp_StM (MatrixOp *mwo_lhs, value_type alpha, BLAS_Cpp::Transp trans_rhs) const

bool	Mp_StMtP (MatrixOp *mwo_lhs, value_type alpha, BLAS_Cpp::Transp M_trans, const GenPermMatrixSlice &P_rhs, BLAS_Cpp::Transp P_rhs_trans) const

bool	Mp_StPtM (MatrixOp *mwo_lhs, value_type alpha, const GenPermMatrixSlice &P_rhs, BLAS_Cpp::Transp P_rhs_trans, BLAS_Cpp::Transp M_trans) const

bool	Mp_StPtMtP (MatrixOp *mwo_lhs, value_type alpha, const GenPermMatrixSlice &P_rhs1, BLAS_Cpp::Transp P_rhs1_trans, BLAS_Cpp::Transp M_trans, const GenPermMatrixSlice &P_rhs2, BLAS_Cpp::Transp P_rhs2_trans) const

void	Vp_StMtV (VectorMutable *v_lhs, value_type alpha, BLAS_Cpp::Transp trans_rhs1, const Vector &v_rhs2, value_type beta) const

void	Vp_StMtV (VectorMutable *v_lhs, value_type alpha, BLAS_Cpp::Transp trans_rhs1, const SpVectorSlice &sv_rhs2, value_type beta) const

void	Vp_StPtMtV (VectorMutable *v_lhs, value_type alpha, const GenPermMatrixSlice &P_rhs1, BLAS_Cpp::Transp P_rhs1_trans, BLAS_Cpp::Transp M_rhs2_trans, const Vector &v_rhs3, value_type beta) const

void	Vp_StPtMtV (VectorMutable *v_lhs, value_type alpha, const GenPermMatrixSlice &P_rhs1, BLAS_Cpp::Transp P_rhs1_trans, BLAS_Cpp::Transp M_rhs2_trans, const SpVectorSlice &sv_rhs3, value_type beta) const

value_type	transVtMtV (const Vector &v_rhs1, BLAS_Cpp::Transp trans_rhs2, const Vector &v_rhs3) const

value_type	transVtMtV (const SpVectorSlice &sv_rhs1, BLAS_Cpp::Transp trans_rhs2, const SpVectorSlice &sv_rhs3) const

void	syr2k (BLAS_Cpp::Transp M_trans, value_type alpha, const GenPermMatrixSlice &P1, BLAS_Cpp::Transp P1_trans, const GenPermMatrixSlice &P2, BLAS_Cpp::Transp P2_trans, value_type beta, MatrixSymOp *symwo_lhs) const

bool	Mp_StMtM (MatrixOp *mwo_lhs, value_type alpha, BLAS_Cpp::Transp trans_rhs1, const MatrixOp &mwo_rhs2, BLAS_Cpp::Transp trans_rhs2, value_type beta) const

bool	syrk (BLAS_Cpp::Transp M_trans, value_type alpha, value_type beta, MatrixSymOp *sym_lhs) const

Public Member Functions inherited from AbstractLinAlgPack::MatrixOp
virtual void	zero_out ()
	M_lhs = 0 : Zero out the matrix. More...

virtual void	Mt_S (value_type alpha)
	M_lhs *= alpha : Multiply a matrix by a scalar. More...

virtual MatrixOp &	operator= (const MatrixOp &mwo_rhs)
	M_lhs = mwo_rhs : Virtual assignment operator. More...

const MatNorm	calc_norm (EMatNormType requested_norm_type=MAT_NORM_1, bool allow_replacement=false) const
	Compute a norm of this matrix. More...

virtual mat_ptr_t	sub_view (const Range1D &row_rng, const Range1D &col_rng) const
	Create a transient constant sub-matrix view of this matrix (if supported). More...

mat_ptr_t	sub_view (const index_type &rl, const index_type &ru, const index_type &cl, const index_type &cu) const
	Inlined implementation calls `this->sub_view(Range1D(rl,ru),Range1D(cl,cu))`. More...

virtual mat_ptr_t	perm_view (const Permutation P_row, const index_type row_part[], int num_row_part, const Permutation P_col, const index_type col_part[], int num_col_part) const
	Create a permuted view: `M_perm = P_row' * M * P_col`. More...

virtual mat_ptr_t	perm_view_update (const Permutation P_row, const index_type row_part[], int num_row_part, const Permutation P_col, const index_type col_part[], int num_col_part, const mat_ptr_t &perm_view) const
	Reinitialize a permuted view: `M_perm = P_row' * M * P_col`. More...

Public Member Functions inherited from AbstractLinAlgPack::MatrixBase
virtual	~MatrixBase ()
	Virtual destructor. More...

virtual size_type	nz () const
	Return the number of nonzero elements in the matrix. More...

Public Member Functions inherited from AbstractLinAlgPack::MatrixSymOp
virtual MatrixSymOp &	operator= (const MatrixSymOp &M)
	Calls operator=(MatrixOp&) More...

virtual mat_mswo_mut_ptr_t	clone_mswo ()
	Clone the non-const matrix object (if supported). More...

virtual mat_mswo_ptr_t	clone_mswo () const
	Clone the const matrix object (if supported). More...

size_type	cols () const
	Returns `this->rows()` More...

mat_mut_ptr_t	clone ()
	Returns `this->clone_mswo()`. More...

mat_ptr_t	clone () const
	Returns `this->clone_mswo()`. More...

To be overridden by subclass
virtual const SpVectorSlice	diag () const =0
	Give access to the sparse diagonal. More...

Overridden from MatrixBase
size_type	rows () const

Overridden from MatrixOp
std::ostream &	output (std::ostream &out) const

Overridden from MatrixOpSerial
void	Vp_StMtV (DVectorSlice *vs_lhs, value_type alpha, BLAS_Cpp::Transp trans_rhs1, const DVectorSlice &vs_rhs2, value_type beta) const

Overridden from MatrixSymOpSerial
void	Mp_StMtMtM (DMatrixSliceSym *sym_lhs, value_type alpha, EMatRhsPlaceHolder dummy_place_holder, const MatrixOpSerial &mwo_rhs, BLAS_Cpp::Transp mwo_rhs_trans, value_type beta) const
	Computes the dense symmetric matrix B += aop(A')M*op(A). More...

Overridden from MatrixConvertToSparse
index_type	num_nonzeros (EExtractRegion extract_region, EElementUniqueness element_uniqueness) const

void	coor_extract_nonzeros (EExtractRegion extract_region, EElementUniqueness element_uniqueness, const index_type len_Aval, value_type Aval[], const index_type len_Aij, index_type Arow[], index_type Acol[], const index_type row_offset, const index_type col_offset) const

Additional Inherited Members
Public Types inherited from AbstractLinAlgPack::MatrixOp
enum	EMatNormType { MAT_NORM_INF, MAT_NORM_2, MAT_NORM_1, MAT_NORM_FORB }
	Type of matrix norm. More...

Public Types inherited from AbstractLinAlgPack::MatrixSymOp
enum	EMatRhsPlaceHolder { DUMMY_ARG }

Public Types inherited from AbstractLinAlgPack::MatrixConvertToSparse
enum	EExtractRegion { EXTRACT_FULL_MATRIX, EXTRACT_UPPER_TRIANGULAR, EXTRACT_LOWER_TRIANGULAR }

enum	EElementUniqueness { ELEMENTS_FORCE_UNIQUE, ELEMENTS_ALLOW_DUPLICATES_SUM }

Protected Member Functions inherited from AbstractLinAlgPack::MatrixOp
virtual bool	Mp_StM (value_type alpha, const MatrixOp &M_rhs, BLAS_Cpp::Transp trans_rhs)
	M_lhs += alpha * op(mwo_rhs) (BLAS xAXPY). More...

virtual bool	Mp_StMtP (value_type alpha, const MatrixOp &mwo_rhs, BLAS_Cpp::Transp M_trans, const GenPermMatrixSlice &P_rhs, BLAS_Cpp::Transp P_rhs_trans)
	M_lhs += alpha * op(mwo_rhs) * op(P_rhs). More...

virtual bool	Mp_StPtM (value_type alpha, const GenPermMatrixSlice &P_rhs, BLAS_Cpp::Transp P_rhs_trans, const MatrixOp &mwo_rhs, BLAS_Cpp::Transp M_trans)
	M_lhs += alpha * op(P_rhs) * op(mwo_rhs). More...

virtual bool	Mp_StPtMtP (value_type alpha, const GenPermMatrixSlice &P_rhs1, BLAS_Cpp::Transp P_rhs1_trans, const MatrixOp &mwo_rhs, BLAS_Cpp::Transp M_trans, const GenPermMatrixSlice &P_rhs2, BLAS_Cpp::Transp P_rhs2_trans)
	M_lhs += alpha * op(P_rhs1) * op(mwo_rhs) * op(P_rhs2). More...

virtual bool	Mp_StMtM (MatrixOp *mwo_lhs, value_type alpha, const MatrixOp &mwo_rhs1, BLAS_Cpp::Transp trans_rhs1, BLAS_Cpp::Transp trans_rhs2, value_type beta) const
	mwo_lhs = alpha * op(mwo_rhs1) * op(M_rhs2) + beta * mwo_lhs (right) (xGEMM) More...

virtual bool	Mp_StMtM (value_type alpha, const MatrixOp &mwo_rhs1, BLAS_Cpp::Transp trans_rhs1, const MatrixOp &mwo_rhs2, BLAS_Cpp::Transp trans_rhs2, value_type beta)
	M_lhs = alpha * op(mwo_rhs1) * op(mwo_rhs2) + beta * mwo_lhs (left) (xGEMM) More...

virtual bool	syrk (const MatrixOp &mwo_rhs, BLAS_Cpp::Transp M_trans, value_type alpha, value_type beta)
	Perform a rank-k update of a symmetric matrix of the form: More...

Protected Member Functions inherited from AbstractLinAlgPack::MatrixSymOp

Detailed Description

Abstract base class for all serial symmetric diagonal matrices with significant zeros along the diagonal.

Definition at line 53 of file AbstractLinAlgPack_MatrixSymDiagSparse.hpp.

Constructor & Destructor Documentation

AbstractLinAlgPack::MatrixSymDiagSparse::MatrixSymDiagSparse ( )

The default value of num_updates_at_once == 0 is set to allow this class to determine the appropriate size internally.

Definition at line 68 of file AbstractLinAlgPack_MatrixSymDiagSparse.cpp.

Member Function Documentation

AbstractLinAlgPack::MatrixSymDiagSparse::STANDARD_MEMBER_COMPOSITION_MEMBERS	(	size_type	,
		num_updates_at_once
	)

<<std member="" comp>="">> members for how many updates to compute at once in the operation M_MtMtM(....).

virtual const SpVectorSlice AbstractLinAlgPack::MatrixSymDiagSparse::diag ( ) const

pure virtual

Give access to the sparse diagonal.

Implemented in AbstractLinAlgPack::MatrixSymDiagSparseStd.

size_type AbstractLinAlgPack::MatrixSymDiagSparse::rows ( ) const

virtual

Reimplemented from AbstractLinAlgPack::MatrixBase.

Definition at line 74 of file AbstractLinAlgPack_MatrixSymDiagSparse.cpp.

std::ostream & AbstractLinAlgPack::MatrixSymDiagSparse::output ( std::ostream & out ) const

virtual

Reimplemented from AbstractLinAlgPack::MatrixOpSerial.

Definition at line 81 of file AbstractLinAlgPack_MatrixSymDiagSparse.cpp.

void AbstractLinAlgPack::MatrixSymDiagSparse::Vp_StMtV	(	DVectorSlice *	vs_lhs,
		value_type	alpha,
		BLAS_Cpp::Transp	trans_rhs1,
		const DVectorSlice &	vs_rhs2,
		value_type	beta
	)		const

virtual

Implements AbstractLinAlgPack::MatrixOpSerial.

Definition at line 90 of file AbstractLinAlgPack_MatrixSymDiagSparse.cpp.

void AbstractLinAlgPack::MatrixSymDiagSparse::Mp_StMtMtM	(	DMatrixSliceSym *	sym_lhs,
		value_type	alpha,
		EMatRhsPlaceHolder	dummy_place_holder,
		const MatrixOpSerial &	mwo_rhs,
		BLAS_Cpp::Transp	mwo_rhs_trans,
		value_type	beta
	)		const

virtual

Computes the dense symmetric matrix B += a*op(A')*M*op(A).

This matrix is computed using a set of rank-1 updates.

Runtime ~ O( (m^2)*nz )

Storage ~ O( num_updates_at_once * m )

Where:

n = A.rows() == this->rows()
m = A.cols()
nz = this->diag().nz()

Note that a necessary condition for B to be full rank is for nz >= m.

Also note that this default implementation is only for nonnegative diagonal entries.

Reimplemented from AbstractLinAlgPack::MatrixSymOpSerial.

Definition at line 116 of file AbstractLinAlgPack_MatrixSymDiagSparse.cpp.

index_type AbstractLinAlgPack::MatrixSymDiagSparse::num_nonzeros	(	EExtractRegion	extract_region,
		EElementUniqueness	element_uniqueness
	)		const

virtual

Implements AbstractLinAlgPack::MatrixConvertToSparse.

Definition at line 250 of file AbstractLinAlgPack_MatrixSymDiagSparse.cpp.

void AbstractLinAlgPack::MatrixSymDiagSparse::coor_extract_nonzeros	(	EExtractRegion	extract_region,
		EElementUniqueness	element_uniqueness,
		const index_type	len_Aval,
		value_type	Aval[],
		const index_type	len_Aij,
		index_type	Arow[],
		index_type	Acol[],
		const index_type	row_offset,
		const index_type	col_offset
	)		const

virtual

Implements AbstractLinAlgPack::MatrixConvertToSparse.

Definition at line 258 of file AbstractLinAlgPack_MatrixSymDiagSparse.cpp.

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

Public Member Functions

To be overridden by subclass

Overridden from MatrixBase

Overridden from MatrixOp

Overridden from MatrixOpSerial

Overridden from MatrixSymOpSerial

Overridden from MatrixConvertToSparse

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

Member Function Documentation