INMOST
A toolkit for distributed mathematical modeling
INMOST::MatrixRepack< Var > Class Template Reference
Inheritance diagram for INMOST::MatrixRepack< Var >:
Collaboration diagram for INMOST::MatrixRepack< Var >:

Public Types

typedef AbstractMatrix< Var >::enumerator enumerator
 
- Public Types inherited from INMOST::AbstractMatrix< Var >
typedef AbstractMatrixReadOnly< Var >::enumerator enumerator
 
- Public Types inherited from INMOST::AbstractMatrixReadOnly< Var >
typedef unsigned enumerator
 

Public Member Functions

__INLINE enumerator Rows () const
 Number of rows. More...
 
__INLINE enumerator Cols () const
 Number of columns. More...
 
 MatrixRepack (AbstractMatrix< Var > &rA, enumerator n, enumerator m)
 
 MatrixRepack (const MatrixRepack &b)
 
__INLINE Var compute (enumerator i, enumerator j) const
 Access element of the matrix by row and column indices without right to change the element. More...
 
__INLINE Var & operator() (enumerator i, enumerator j)
 Access element of the matrix by row and column indices. More...
 
__INLINE const Var & get (enumerator i, enumerator j) const
 Access element of the matrix by row and column indices without right to change the element. More...
 
void Resize (enumerator rows, enumerator cols)
 This is a stub function to fulfill abstract inheritance. More...
 
__INLINE INMOST_DATA_ENUM_TYPE GetMatrixCount () const
 Retrieve number of indices of derivatives.
 
- Public Member Functions inherited from INMOST::AbstractMatrix< Var >
 AbstractMatrix ()
 Construct empty matrix.
 
AbstractMatrixoperator= (AbstractMatrix const &other)
 Assign matrix of the same type. More...
 
template<typename typeB >
AbstractMatrixoperator= (AbstractMatrixReadOnly< typeB > const &other)
 Assign matrix of another type. More...
 
AbstractMatrixoperator= (Var const &b)
 Assign value to all entries of the matrix. More...
 
void Zero ()
 Set all the elements of the matrix to zero.
 
virtual void Swap (AbstractMatrix< Var > &b)
 Exchange contents of two matrices.
 
template<typename typeB >
AbstractMatrixoperator-= (const AbstractMatrixReadOnly< typeB > &other)
 Subtract a matrix and store result in the current. More...
 
template<typename typeB >
AbstractMatrixoperator-= (const AbstractMatrix< typeB > &other)
 Subtract a matrix and store result in the current. More...
 
template<typename typeB >
AbstractMatrixoperator+= (const AbstractMatrixReadOnly< typeB > &other)
 Add a matrix and store result in the current. More...
 
template<typename typeB >
AbstractMatrixoperator+= (const AbstractMatrix< typeB > &other)
 Add a matrix and store result in the current. More...
 
template<typename typeB >
AbstractMatrixoperator*= (const AbstractMatrixReadOnly< typeB > &B)
 Multiply matrix with another matrix in-place. More...
 
template<typename typeB >
AbstractMatrixoperator*= (typeB coef)
 Multiply the matrix by the coefficient of the same type and store the result. More...
 
template<typename typeB >
AbstractMatrixoperator/= (typeB coef)
 Divide the matrix by the coefficient of the same type and store the result. More...
 
SubMatrix< Var > operator() (enumerator first_row, enumerator last_row, enumerator first_col, enumerator last_col)
 Extract submatrix of a matrix for in-place manipulation of elements. More...
 
BlockOfMatrix< Var > BlockOf (enumerator nrows, enumerator ncols, enumerator offset_row, enumerator offset_col)
 Define matrix as a part of a matrix of larger size with in-place manipulation of elements. More...
 
MatrixTranspose< Var > Transpose ()
 Transpose the current matrix with access to elements. More...
 
MatrixRepack< Var > Repack (enumerator rows, enumerator cols)
 Change representation of the matrix into matrix of another size. More...
 
MatrixConcatCols< Var > ConcatCols (AbstractMatrix< Var > &B)
 Concatenate B matrix as columns of current matrix. More...
 
MatrixConcatRows< Var > ConcatRows (AbstractMatrix< Var > &B)
 Concatenate B matrix as rows of current matrix. More...
 
bool CheckNans () const
 Check all matrix entries for not a number. More...
 
bool CheckInfs () const
 Check all matrix entries for infinity. More...
 
bool CheckNansInfs () const
 Check all matrix entries for not a number and infinity. More...
 
template<typename typeB >
Matrix< typename Promote< Var, typeB >::type > Transform (const AbstractMatrix< typeB > &other) const
 Transformation matrix from current vector to provided vector using shortest arc rotation. More...
 
template<typename typeB >
Matrix< typename Promote< Var, typeB >::type > Transform (const AbstractMatrixReadOnly< typeB > &other) const
 Transformation matrix from current vector to provided vector using shortest arc rotation. More...
 
template<typename typeB >
Matrix< typename Promote< Var, typeB >::type > CrossProduct (const AbstractMatrix< typeB > &other) const
 Cross-product operation for a vector. More...
 
template<typename typeB >
Matrix< typename Promote< Var, typeB >::type > CrossProduct (const AbstractMatrixReadOnly< typeB > &other) const
 Cross-product operation for a vector. More...
 
template<typename typeB >
Promote< Var, typeB >::type DotProduct (const AbstractMatrix< typeB > &other) const
 Computes dot product by summing up multiplication of entries with the same indices in the current and the provided matrix. More...
 
template<typename typeB >
Promote< Var, typeB >::type DotProduct (const AbstractMatrixReadOnly< typeB > &other) const
 Computes dot product by summing up multiplication of entries with the same indices in the current and the provided matrix. More...
 
template<typename typeB >
Promote< Var, typeB >::type operator^ (const AbstractMatrix< typeB > &other) const
 Computes dot product by summing up multiplication of entries with the same indices in the current and the provided matrix. More...
 
template<typename typeB >
Promote< Var, typeB >::type operator^ (const AbstractMatrixReadOnly< typeB > &other) const
 Computes dot product by summing up multiplication of entries with the same indices in the current and the provided matrix. More...
 
SelfPromote< Var >::type FrobeniusNorm () const
 Computes frobenious norm of the matrix. More...
 
Var MaxNorm () const
 Computes maximum absolute value of the matrix. More...
 
Var Trace () const
 Calculate sum of the diagonal elements of the matrix. More...
 
void Print (INMOST_DATA_REAL_TYPE threshold=1.0e-10, std::ostream &sout=std::cout) const
 Output matrix to screen. More...
 
bool isSymmetric (double eps=1.0e-7) const
 Check if the matrix is symmetric. More...
 
void MPT (INMOST_DATA_ENUM_TYPE *Perm, INMOST_DATA_REAL_TYPE *SL=NULL, INMOST_DATA_REAL_TYPE *SR=NULL) const
 Maximum product transversal. More...
 
virtual ~AbstractMatrix ()
 Destructor.
 
template<typename typeB >
AbstractMatrix< Var > & operator-= (const AbstractMatrix< typeB > &other)
 
template<typename typeB >
AbstractMatrix< Var > & operator-= (const AbstractMatrixReadOnly< typeB > &other)
 
template<typename typeB >
AbstractMatrix< Var > & operator+= (const AbstractMatrix< typeB > &other)
 
template<typename typeB >
AbstractMatrix< Var > & operator+= (const AbstractMatrixReadOnly< typeB > &other)
 
template<typename typeB >
AbstractMatrix< Var > & operator*= (const AbstractMatrixReadOnly< typeB > &B)
 
template<typename typeB >
AbstractMatrix< Var > & operator*= (typeB coef)
 
template<typename typeB >
AbstractMatrix< Var > & operator/= (typeB coef)
 
- Public Member Functions inherited from INMOST::AbstractMatrixReadOnly< Var >
bool CheckNans () const
 Check all matrix entries for not a number. More...
 
bool CheckInfs () const
 Check all matrix entries for infinity. More...
 
bool CheckNansInfs () const
 Check all matrix entries for not a number and infinity. More...
 
Var Det () const
 Matrix determinant.
 
bool SVD (AbstractMatrix< Var > &U, AbstractMatrix< Var > &Sigma, AbstractMatrix< Var > &V, bool order_singular_values=true, bool nonnegative=true) const
 Singular value decomposition. More...
 
bool cSVD (AbstractMatrix< Var > &U, AbstractMatrix< Var > &Sigma, AbstractMatrix< Var > &V) const
 Singular value decomposition. More...
 
ConstMatrixTranspose< Var > Transpose () const
 Transpose current matrix. More...
 
ConstMatrixConjugateTranspose< Var > ConjugateTranspose () const
 Transpose and conjugate current matrix. More...
 
ConstMatrixConjugate< Var > Conjugate () const
 Conjugate current matrix. More...
 
template<typename typeB >
Matrix< typename Promote< Var, typeB >::type > CrossProduct (const AbstractMatrixReadOnly< typeB > &other) const
 Cross-product operation for a vector. More...
 
template<typename typeB >
Matrix< typename Promote< Var, typeB >::type > Transform (const AbstractMatrixReadOnly< typeB > &other) const
 Transformation matrix from current vector to provided vector using shortest arc rotation. More...
 
template<typename typeB >
MatrixDifference< Var, typeB > operator- (const AbstractMatrixReadOnly< typeB > &other) const
 Subtract a matrix. More...
 
template<typename typeB >
MatrixSum< Var, typeB > operator+ (const AbstractMatrixReadOnly< typeB > &other) const
 Add a matrix. More...
 
template<typename typeB >
MatrixMul< Var, typeB, typename Promote< Var, typeB >::type > operator* (const AbstractMatrixReadOnly< typeB > &other) const
 Multiply the matrix by another matrix. More...
 
MatrixUnaryMinus< Var > operator- () const
 Unary minus. Change sign of each element of the matrix.
 
template<typename typeB >
KroneckerProduct< Var, typeB > Kronecker (const AbstractMatrixReadOnly< typeB > &other) const
 Kronecker product, latex symbol \otimes. More...
 
Matrix< Var > Invert (int *ierr=NULL) const
 Inverts matrix using Crout-LU decomposition with full pivoting for maximum element. More...
 
Matrix< Var > CholeskyInvert (int *ierr=NULL) const
 Inverts symmetric positive-definite matrix using Cholesky decomposition.
 
template<typename typeB >
Matrix< typename Promote< Var, typeB >::type > Solve (const AbstractMatrixReadOnly< typeB > &B, int *ierr=NULL) const
 Finds X in A*X=B, where A and B are general matrices. More...
 
template<typename typeB >
Matrix< typename Promote< Var, typeB >::type > CholeskySolve (const AbstractMatrixReadOnly< typeB > &B, int *ierr=NULL) const
 Finds X in A*X=B, where A is a square symmetric positive definite matrix. More...
 
Var Trace () const
 Calculate sum of the diagonal elements of the matrix. More...
 
void Print (INMOST_DATA_REAL_TYPE threshold=1.0e-10, std::ostream &sout=std::cout) const
 Output matrix to screen. More...
 
bool isSymmetric (double eps=1.0e-7) const
 Check if the matrix is symmetric. More...
 
template<typename typeB >
Promote< Var, typeB >::type DotProduct (const AbstractMatrixReadOnly< typeB > &other) const
 Computes dot product by summing up multiplication of entries with the same indices in the current and the provided matrix. More...
 
template<typename typeB >
Promote< Var, typeB >::type operator^ (const AbstractMatrixReadOnly< typeB > &other) const
 Computes dot product by summing up multiplication of entries with the same indices in the current and the provided matrix. More...
 
SelfPromote< Var >::type FrobeniusNorm () const
 Computes frobenius norm of the matrix. More...
 
Var MaxNorm () const
 Computes maximum absolute value of the matrix. More...
 
Matrix< Var > PseudoInvert (INMOST_DATA_REAL_TYPE tol=0, int *ierr=NULL) const
 Calculates Moore-Penrose pseudo-inverse of the matrix. More...
 
Matrix< Var > Power (INMOST_DATA_REAL_TYPE n, int *ierr=NULL) const
 Calcuate A^n, where n is some real value. More...
 
Matrix< Var > Root (INMOST_DATA_ENUM_TYPE iter=25, INMOST_DATA_REAL_TYPE tol=1.0e-7, int *ierr=NULL) const
 Calculate square root of A matrix by Babylonian method. More...
 
template<typename typeB >
Matrix< typename Promote< Var, typeB >::type > PseudoSolve (const AbstractMatrixReadOnly< typeB > &B, INMOST_DATA_REAL_TYPE tol=0, int *ierr=NULL) const
 Solves the system of equations of the form A*X=B, with A and B matrices. More...
 
Matrix< Var > ExtractSubMatrix (enumerator ibeg, enumerator iend, enumerator jbeg, enumerator jend) const
 Extract submatrix of a matrix. More...
 
ConstMatrixRepack< Var > Repack (enumerator rows, enumerator cols) const
 Change representation of the matrix into matrix of another size. More...
 
ConstSubMatrix< Var > operator() (enumerator first_row, enumerator last_row, enumerator first_col, enumerator last_col) const
 Extract submatrix of a matrix for in-place manipulation of elements. More...
 
ConstBlockOfMatrix< Var > BlockOf (enumerator nrows, enumerator ncols, enumerator offset_row, enumerator offset_col) const
 Define matrix as a part of a matrix of larger size with in-place manipulation of elements. More...
 
template<typename typeB >
MatrixMulCoef< Var, typeB, typename Promote< Var, typeB >::type > operator* (const typeB &coef) const
 Multiply the matrix by a coefficient. More...
 
template<class A >
MatrixMulShellCoef< Var, shell_expression< A >, typename Promote< Var, variable >::type > operator* (shell_expression< A > const &coef) const
 Multiply the matrix by a coefficient. More...
 
template<typename typeB >
MatrixDivCoef< Var, typeB, typename Promote< Var, typeB >::type > operator/ (const typeB &coef) const
 Divide the matrix by a coefficient of a different type. More...
 
template<class A >
MatrixDivShellCoef< Var, shell_expression< A >, typename Promote< Var, variable >::type > operator/ (shell_expression< A > const &coef) const
 Divide the matrix by a coefficient of a different type. More...
 
template<typename typeB >
Matrix< typename Promote< Var, typeB >::type > operator/ (const AbstractMatrixReadOnly< typeB > &other) const
 Performs B^{-1}*A, multiplication by inverse matrix from left. More...
 
ConstMatrixConcatCols< Var > ConcatCols (const AbstractMatrixReadOnly< Var > &B) const
 Concatenate B matrix as columns of current matrix. More...
 
template<typename VarB >
ConstMatrixConcatCols2< Var, VarB, typename Promote< Var, VarB >::type > ConcatCols (const AbstractMatrixReadOnly< VarB > &B) const
 Concatenate B matrix as columns of current matrix. More...
 
ConstMatrixConcatRows< Var > ConcatRows (const AbstractMatrixReadOnly< Var > &B) const
 Concatenate B matrix as rows of current matrix. More...
 
template<typename VarB >
ConstMatrixConcatRows2< Var, VarB, typename Promote< Var, VarB >::type > ConcatRows (const AbstractMatrixReadOnly< VarB > &B) const
 Concatenate B matrix as rows of current matrix. More...
 
virtual ~AbstractMatrixReadOnly ()
 Destructor.
 
__INLINE Matrix< Promote< variable, variable >::type > CholeskySolve (const AbstractMatrixReadOnly< variable > &B, int *ierr) const
 
__INLINE Matrix< Promote< INMOST_DATA_REAL_TYPE, variable >::type > CholeskySolve (const AbstractMatrixReadOnly< variable > &B, int *ierr) const
 
__INLINE Matrix< Promote< variable, INMOST_DATA_REAL_TYPE >::type > CholeskySolve (const AbstractMatrixReadOnly< INMOST_DATA_REAL_TYPE > &B, int *ierr) const
 

Additional Inherited Members

- Static Protected Attributes inherited from INMOST::AbstractMatrixBase
static thread_private< Sparse::RowMergermerger
 

Detailed Description

template<typename Var>
class INMOST::MatrixRepack< Var >

Definition at line 3087 of file inmost_dense.h.

Member Function Documentation

◆ Cols()

template<typename Var >
__INLINE enumerator INMOST::MatrixRepack< Var >::Cols ( ) const
inlinevirtual

Number of columns.

Returns
Number of columns.

Implements INMOST::AbstractMatrixReadOnly< Var >.

Definition at line 3102 of file inmost_dense.h.

◆ compute()

template<typename Var >
__INLINE Var INMOST::MatrixRepack< Var >::compute ( enumerator  i,
enumerator  j 
) const
inlinevirtual

Access element of the matrix by row and column indices without right to change the element.

Parameters
iRow index.
jColumn index.
Returns
Reference to constant element.

Implements INMOST::AbstractMatrixReadOnly< Var >.

Definition at line 3113 of file inmost_dense.h.

◆ get()

template<typename Var >
__INLINE const Var& INMOST::MatrixRepack< Var >::get ( enumerator  i,
enumerator  j 
) const
inlinevirtual

Access element of the matrix by row and column indices without right to change the element.

Parameters
iRow index.
jColumn index.
Returns
Reference to constant element.

Implements INMOST::AbstractMatrix< Var >.

Definition at line 3134 of file inmost_dense.h.

◆ operator()()

template<typename Var >
__INLINE Var& INMOST::MatrixRepack< Var >::operator() ( enumerator  i,
enumerator  j 
)
inlinevirtual

Access element of the matrix by row and column indices.

Parameters
iRow index.
jColumn index.
Returns
Reference to element.

Implements INMOST::AbstractMatrix< Var >.

Definition at line 3123 of file inmost_dense.h.

◆ Resize()

template<typename Var >
void INMOST::MatrixRepack< Var >::Resize ( enumerator  rows,
enumerator  cols 
)
inlinevirtual

This is a stub function to fulfill abstract inheritance.

BlockOfMatrix cannot change it's size, since it just points to a part of the larger empty matrix.

Implements INMOST::AbstractMatrix< Var >.

Definition at line 3143 of file inmost_dense.h.

◆ Rows()

template<typename Var >
__INLINE enumerator INMOST::MatrixRepack< Var >::Rows ( ) const
inlinevirtual

Number of rows.

Returns
Number of rows.

Implements INMOST::AbstractMatrixReadOnly< Var >.

Definition at line 3099 of file inmost_dense.h.


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