![]() |
MFEM v4.9.0
Finite element discretization library
|
Data type dense matrix using column-major storage. More...
#include <densemat.hpp>
Public Member Functions | |
| DenseMatrix () | |
| DenseMatrix (int s) | |
| Creates square matrix of size s. | |
| DenseMatrix (int m, int n) | |
| Creates rectangular matrix of size m x n. | |
| DenseMatrix (const DenseMatrix &mat, char ch) | |
| Creates rectangular matrix equal to the transpose of mat. | |
| DenseMatrix (real_t *d, int h, int w) | |
| Construct a DenseMatrix using an existing data array. | |
| DenseMatrix (const DenseMatrix &)=default | |
| Copy constructor (deep copy). | |
| DenseMatrix (DenseMatrix &&)=default | |
| Move constructor. | |
| DenseMatrix & | operator= (const DenseMatrix &)=default |
| Copy assignment (deep copy). | |
| DenseMatrix & | operator= (DenseMatrix &&)=default |
| Move assignment. | |
| template<int M, int N, typename T = real_t> | |
| DenseMatrix (const T(&values)[M][N]) | |
| void | UseExternalData (real_t *d, int h, int w) |
| Change the data array and the size of the DenseMatrix. | |
| void | Reset (real_t *d, int h, int w) |
| Change the data array and the size of the DenseMatrix. | |
| void | ClearExternalData () |
| void | Clear () |
| Delete the matrix data array (if owned) and reset the matrix state. | |
| int | Size () const |
| For backward compatibility define Size to be synonym of Width() | |
| int | TotalSize () const |
| Total size = width*height. | |
| void | SetSize (int s) |
| Change the size of the DenseMatrix to s x s. | |
| void | SetSize (int h, int w) |
| Change the size of the DenseMatrix to h x w. | |
| real_t * | Data () const |
| Returns the matrix data array. Warning: this method casts away constness. | |
| real_t * | GetData () const |
| Returns the matrix data array. Warning: this method casts away constness. | |
| Memory< real_t > & | GetMemory () |
| const Memory< real_t > & | GetMemory () const |
| bool | OwnsData () const |
| Return the DenseMatrix data (host pointer) ownership flag. | |
| real_t & | operator() (int i, int j) |
| Returns reference to a_{ij}. | |
| const real_t & | operator() (int i, int j) const |
| Returns constant reference to a_{ij}. | |
| real_t | operator* (const DenseMatrix &m) const |
| Matrix inner product: tr(A^t B) | |
| real_t | Trace () const |
| Trace of a square matrix. | |
| real_t & | Elem (int i, int j) override |
| Returns reference to a_{ij}. | |
| const real_t & | Elem (int i, int j) const override |
| Returns constant reference to a_{ij}. | |
| void | Mult (const real_t *x, real_t *y) const |
| Matrix vector multiplication. | |
| void | Mult (const real_t *x, Vector &y) const |
| Matrix vector multiplication. | |
| void | Mult (const Vector &x, real_t *y) const |
| Matrix vector multiplication. | |
| void | Mult (const Vector &x, Vector &y) const override |
| Matrix vector multiplication. | |
| void | AbsMult (const Vector &x, Vector &y) const override |
| Absolute-value matrix vector multiplication. | |
| void | MultTranspose (const real_t *x, real_t *y) const |
| Multiply a vector with the transpose matrix. | |
| void | MultTranspose (const real_t *x, Vector &y) const |
| Multiply a vector with the transpose matrix. | |
| void | MultTranspose (const Vector &x, real_t *y) const |
| Multiply a vector with the transpose matrix. | |
| void | MultTranspose (const Vector &x, Vector &y) const override |
| Multiply a vector with the transpose matrix. | |
| void | AbsMultTranspose (const Vector &x, Vector &y) const override |
| Multiply a vector with the absolute-value transpose matrix. | |
| void | AddMult (const Vector &x, Vector &y, const real_t a=1.0) const override |
| y += a * A.x | |
| void | AddMultTranspose (const Vector &x, Vector &y, const real_t a=1.0) const override |
| y += a * A^t x | |
| void | AddMult_a (real_t a, const Vector &x, Vector &y) const |
| y += a * A.x | |
| void | AddMultTranspose_a (real_t a, const Vector &x, Vector &y) const |
| y += a * A^t x | |
| real_t | InnerProduct (const real_t *x, const real_t *y) const |
| Compute y^t A x. | |
| void | LeftScaling (const Vector &s) |
| LeftScaling this = diag(s) * this. | |
| void | InvLeftScaling (const Vector &s) |
| InvLeftScaling this = diag(1./s) * this. | |
| void | RightScaling (const Vector &s) |
| RightScaling: this = this * diag(s);. | |
| void | InvRightScaling (const Vector &s) |
| InvRightScaling: this = this * diag(1./s);. | |
| void | SymmetricScaling (const Vector &s) |
| SymmetricScaling this = diag(sqrt(s)) * this * diag(sqrt(s)) | |
| void | InvSymmetricScaling (const Vector &s) |
| InvSymmetricScaling this = diag(sqrt(1./s)) * this * diag(sqrt(1./s)) | |
| real_t | InnerProduct (const Vector &x, const Vector &y) const |
| Compute y^t A x. | |
| MatrixInverse * | Inverse () const override |
| Returns a pointer to the inverse matrix. | |
| void | Invert () |
| Replaces the current matrix with its inverse. | |
| void | SquareRootInverse () |
| Replaces the current matrix with its square root inverse. | |
| void | Exponential () |
| real_t | Det () const |
| real_t | Weight () const |
| void | Set (real_t alpha, const real_t *A) |
| Set the matrix to alpha * A, assuming that A has the same dimensions as the matrix and uses column-major layout. | |
| void | Set (real_t alpha, const DenseMatrix &A) |
| Set the matrix to alpha * A. | |
| void | Add (const real_t c, const DenseMatrix &A) |
| Adds the matrix A multiplied by the number c to the matrix. | |
| void | Add (const real_t c, const real_t *A) |
| DenseMatrix & | operator= (real_t c) |
| Sets the matrix elements equal to constant c. | |
| DenseMatrix & | operator= (const real_t *d) |
| Copy the matrix entries from the given array. | |
| DenseMatrix & | operator+= (const real_t *m) |
| DenseMatrix & | operator+= (const DenseMatrix &m) |
| DenseMatrix & | operator-= (const DenseMatrix &m) |
| DenseMatrix & | operator*= (real_t c) |
| void | Neg () |
| (*this) = -(*this) | |
| void | Norm2 (real_t *v) const |
| Take the 2-norm of the columns of A and store in v. | |
| void | Norm2 (Vector &v) const |
| Take the 2-norm of the columns of A and store in v. | |
| real_t | MaxMaxNorm () const |
| Compute the norm ||A|| = max_{ij} |A_{ij}|. | |
| real_t | FNorm () const |
| Compute the Frobenius norm of the matrix. | |
| real_t | FNorm2 () const |
| Compute the square of the Frobenius norm of the matrix. | |
| void | Eigenvalues (Vector &ev) |
| Compute eigenvalues of A x = ev x where A = *this. | |
| void | Eigenvalues (Vector &ev, DenseMatrix &evect) |
| Compute eigenvalues and eigenvectors of A x = ev x where A = *this. | |
| void | Eigensystem (Vector &ev, DenseMatrix &evect) |
| Compute eigenvalues and eigenvectors of A x = ev x where A = *this. | |
| void | Eigenvalues (DenseMatrix &b, Vector &ev) |
| void | Eigenvalues (DenseMatrix &b, Vector &ev, DenseMatrix &evect) |
| Compute generalized eigenvalues of A x = ev B x, where A = *this. | |
| void | Eigensystem (DenseMatrix &b, Vector &ev, DenseMatrix &evect) |
| void | SingularValues (Vector &sv) const |
| int | Rank (real_t tol) const |
| real_t | CalcSingularvalue (const int i) const |
| Return the i-th singular value (decreasing order) of NxN matrix, N=1,2,3. | |
| void | CalcEigenvalues (real_t *lambda, real_t *vec) const |
| void | GetRow (int r, Vector &row) const |
| void | GetColumn (int c, Vector &col) const |
| real_t * | GetColumn (int col) |
| const real_t * | GetColumn (int col) const |
| void | GetColumnReference (int c, Vector &col) |
| void | SetRow (int r, const real_t *row) |
| void | SetRow (int r, const Vector &row) |
| void | SetCol (int c, const real_t *col) |
| void | SetCol (int c, const Vector &col) |
| void | SetRow (int row, real_t value) |
| Set all entries of a row to the specified value. | |
| void | SetCol (int col, real_t value) |
| Set all entries of a column to the specified value. | |
| void | GetDiag (Vector &d) const |
| Returns the diagonal of the matrix. | |
| void | Getl1Diag (Vector &l) const |
| Returns the l1 norm of the rows of the matrix v_i = sum_j |a_ij|. | |
| void | GetRowSums (Vector &l) const |
| Compute the row sums of the DenseMatrix. | |
| void | Diag (real_t c, int n) |
| Creates n x n diagonal matrix with diagonal elements c. | |
| void | Diag (real_t *diag, int n) |
| Creates n x n diagonal matrix with diagonal given by diag. | |
| void | Transpose () |
| (*this) = (*this)^t | |
| void | Transpose (const DenseMatrix &A) |
| (*this) = A^t | |
| void | Symmetrize () |
| (*this) = 1/2 ((*this) + (*this)^t) | |
| void | Lump () |
| void | GradToCurl (DenseMatrix &curl) |
| void | GradToVectorCurl2D (DenseMatrix &curl) |
| void | GradToDiv (Vector &div) |
| void | CopyRows (const DenseMatrix &A, int row1, int row2) |
| Copy rows row1 through row2 from A to *this. | |
| void | CopyCols (const DenseMatrix &A, int col1, int col2) |
| Copy columns col1 through col2 from A to *this. | |
| void | CopyMN (const DenseMatrix &A, int m, int n, int Aro, int Aco) |
| Copy the m x n submatrix of A at row/col offsets Aro/Aco to *this. | |
| void | CopyMN (const DenseMatrix &A, int row_offset, int col_offset) |
| Copy matrix A to the location in *this at row_offset, col_offset. | |
| void | CopyMNt (const DenseMatrix &A, int row_offset, int col_offset) |
| Copy matrix A^t to the location in *this at row_offset, col_offset. | |
| void | CopyMN (const DenseMatrix &A, int m, int n, int Aro, int Aco, int row_offset, int col_offset) |
| void | CopyMNDiag (real_t c, int n, int row_offset, int col_offset) |
| Copy c on the diagonal of size n to *this at row_offset, col_offset. | |
| void | CopyMNDiag (real_t *diag, int n, int row_offset, int col_offset) |
| Copy diag on the diagonal of size n to *this at row_offset, col_offset. | |
| void | CopyExceptMN (const DenseMatrix &A, int m, int n) |
| Copy All rows and columns except m and n from A. | |
| void | AddMatrix (DenseMatrix &A, int ro, int co) |
| Perform (ro+i,co+j)+=A(i,j) for 0<=i. | |
| void | AddMatrix (real_t a, const DenseMatrix &A, int ro, int co) |
| Perform (ro+i,co+j)+=a*A(i,j) for 0<=i. | |
| void | GetSubMatrix (const Array< int > &idx, DenseMatrix &A) const |
| void | GetSubMatrix (const Array< int > &idx_i, const Array< int > &idx_j, DenseMatrix &A) const |
| void | GetSubMatrix (int ibeg, int iend, DenseMatrix &A) |
| void | GetSubMatrix (int ibeg, int iend, int jbeg, int jend, DenseMatrix &A) |
| void | SetSubMatrix (const Array< int > &idx, const DenseMatrix &A) |
| Set (*this)(idx[i],idx[j]) = A(i,j) | |
| void | SetSubMatrix (const Array< int > &idx_i, const Array< int > &idx_j, const DenseMatrix &A) |
| Set (*this)(idx_i[i],idx_j[j]) = A(i,j) | |
| void | SetSubMatrix (int ibeg, const DenseMatrix &A) |
| void | SetSubMatrix (int ibeg, int jbeg, const DenseMatrix &A) |
| void | AddSubMatrix (const Array< int > &idx, const DenseMatrix &A) |
| (*this)(idx[i],idx[j]) += A(i,j) | |
| void | AddSubMatrix (const Array< int > &idx_i, const Array< int > &idx_j, const DenseMatrix &A) |
| (*this)(idx_i[i],idx_j[j]) += A(i,j) | |
| void | AddSubMatrix (int ibeg, const DenseMatrix &A) |
| void | AddSubMatrix (int ibeg, int jbeg, const DenseMatrix &A) |
| void | AddToVector (int offset, Vector &v) const |
| Add the matrix 'data' to the Vector 'v' at the given 'offset'. | |
| void | GetFromVector (int offset, const Vector &v) |
| Get the matrix 'data' from the Vector 'v' at the given 'offset'. | |
| void | AdjustDofDirection (Array< int > &dofs) |
| void | Threshold (real_t eps) |
| Replace small entries, abs(a_ij) <= eps, with zero. | |
| int | CheckFinite () const |
| void | Print (std::ostream &out=mfem::out, int width_=4) const override |
| Prints matrix to stream out. | |
| void | PrintMatlab (std::ostream &out=mfem::out) const override |
| Prints operator in Matlab format. | |
| virtual void | PrintMathematica (std::ostream &out=mfem::out) const |
| virtual void | PrintT (std::ostream &out=mfem::out, int width_=4) const |
| Prints the transpose matrix to stream out. | |
| void | TestInversion () |
| Invert and print the numerical conditioning of the inversion. | |
| std::size_t | MemoryUsage () const |
| const real_t * | Read (bool on_dev=true) const |
| Shortcut for mfem::Read( GetMemory(), TotalSize(), on_dev). | |
| const real_t * | HostRead () const |
| Shortcut for mfem::Read(GetMemory(), TotalSize(), false). | |
| real_t * | Write (bool on_dev=true) |
| Shortcut for mfem::Write(GetMemory(), TotalSize(), on_dev). | |
| real_t * | HostWrite () |
| Shortcut for mfem::Write(GetMemory(), TotalSize(), false). | |
| real_t * | ReadWrite (bool on_dev=true) |
| Shortcut for mfem::ReadWrite(GetMemory(), TotalSize(), on_dev). | |
| real_t * | HostReadWrite () |
| Shortcut for mfem::ReadWrite(GetMemory(), TotalSize(), false). | |
| void | Swap (DenseMatrix &other) |
Public Member Functions inherited from mfem::Matrix | |
| Matrix (int s) | |
| Creates a square matrix of size s. | |
| Matrix (int h, int w) | |
| Creates a matrix of the given height and width. | |
| bool | IsSquare () const |
| Returns whether the matrix is a square matrix. | |
| virtual void | Finalize (int) |
| Finalizes the matrix initialization. | |
| virtual | ~Matrix () |
| Destroys matrix. | |
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. | |
| Operator (int s=0) | |
| Construct a square Operator with given size s (default 0). | |
| Operator (int h, int w) | |
| Construct an Operator with the given height (output size) and width (input size). | |
| int | Height () const |
| Get the height (size of output) of the Operator. Synonym with NumRows(). | |
| int | NumRows () const |
| Get the number of rows (size of output) of the Operator. Synonym with Height(). | |
| int | Width () const |
| Get the width (size of input) of the Operator. Synonym with NumCols(). | |
| int | NumCols () const |
| Get the number of columns (size of input) of the Operator. Synonym with Width(). | |
| virtual MemoryClass | GetMemoryClass () const |
| Return the MemoryClass preferred by the Operator. | |
| virtual void | ArrayMult (const Array< const Vector * > &X, Array< Vector * > &Y) const |
Operator application on a matrix: Y=A(X). | |
| virtual void | ArrayMultTranspose (const Array< const Vector * > &X, Array< Vector * > &Y) const |
Action of the transpose operator on a matrix: Y=A^t(X). | |
| virtual void | ArrayAddMult (const Array< const Vector * > &X, Array< Vector * > &Y, const real_t a=1.0) const |
Operator application on a matrix: Y+=A(X) (default) or Y+=a*A(X). | |
| virtual void | ArrayAddMultTranspose (const Array< const Vector * > &X, Array< Vector * > &Y, const real_t a=1.0) const |
Operator transpose application on a matrix: Y+=A^t(X) (default) or Y+=a*A^t(X). | |
| 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. | |
| virtual void | AssembleDiagonal (Vector &diag) const |
| Computes the diagonal entries into diag. Typically, this operation only makes sense for linear Operators. In some cases, only an approximation of the diagonal is computed. | |
| virtual const Operator * | GetProlongation () const |
Prolongation operator from linear algebra (linear system) vectors, to input vectors for the operator. NULL means identity. | |
| virtual const Operator * | GetRestriction () const |
Restriction operator from input vectors for the operator to linear algebra (linear system) vectors. NULL means identity. | |
| virtual const Operator * | GetOutputProlongation () const |
Prolongation operator from linear algebra (linear system) vectors, to output vectors for the operator. NULL means identity. | |
| virtual const Operator * | GetOutputRestrictionTranspose () const |
| Transpose of GetOutputRestriction, directly available in this form to facilitate matrix-free RAP-type operators. | |
| virtual const Operator * | GetOutputRestriction () const |
Restriction operator from output vectors for the operator to linear algebra (linear system) vectors. NULL means identity. | |
| 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. | |
| 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. | |
| 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(). | |
| void | FormSystemOperator (const Array< int > &ess_tdof_list, Operator *&A) |
| Return in A a parallel (on truedofs) version of this square operator. | |
| 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). | |
| void | FormDiscreteOperator (Operator *&A) |
| Return in A a parallel (on truedofs) version of this rectangular operator. | |
| void | PrintMatlab (std::ostream &out, int n, int m=0) const |
| Prints operator with input size n and output size m in Matlab format. | |
| virtual | ~Operator () |
| Virtual destructor. | |
| Type | GetType () const |
| Return the type ID of the Operator class. | |
Friends | |
| class | DenseTensor |
| class | DenseMatrixInverse |
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 , Complex_DenseMat , MFEM_Block_Matrix , MFEM_Block_Operator } |
| Enumeration defining IDs for some classes derived from Operator. More... | |
Protected Member Functions inherited from mfem::Operator | |
| void | FormConstrainedSystemOperator (const Array< int > &ess_tdof_list, ConstrainedOperator *&Aout) |
| see FormSystemOperator() | |
| void | FormRectangularConstrainedSystemOperator (const Array< int > &trial_tdof_list, const Array< int > &test_tdof_list, RectangularConstrainedOperator *&Aout) |
| see FormRectangularSystemOperator() | |
| Operator * | SetupRAP (const Operator *Pi, const Operator *Po) |
| Returns RAP Operator of this, using input/output Prolongation matrices Pi corresponds to "P", Po corresponds to "Rt". | |
Protected Attributes inherited from mfem::Operator | |
| int | height |
| Dimension of the output / number of rows in the matrix. | |
| int | width |
| Dimension of the input / number of columns in the matrix. | |
Data type dense matrix using column-major storage.
Definition at line 23 of file densemat.hpp.
| mfem::DenseMatrix::DenseMatrix | ( | ) |
Default constructor for DenseMatrix. Sets data = NULL and height = width = 0.
Definition at line 42 of file densemat.cpp.
|
explicit |
Creates square matrix of size s.
Definition at line 44 of file densemat.cpp.
| mfem::DenseMatrix::DenseMatrix | ( | int | m, |
| int | n ) |
Creates rectangular matrix of size m x n.
Definition at line 54 of file densemat.cpp.
| mfem::DenseMatrix::DenseMatrix | ( | const DenseMatrix & | mat, |
| char | ch ) |
Creates rectangular matrix equal to the transpose of mat.
Definition at line 66 of file densemat.cpp.
|
inline |
Construct a DenseMatrix using an existing data array.
The DenseMatrix does not assume ownership of the data array, i.e. it will not delete the array.
Definition at line 55 of file densemat.hpp.
|
default |
Copy constructor (deep copy).
|
default |
Move constructor.
|
inlineexplicit |
Create a dense matrix using a braced initializer list The inner lists correspond to rows of the matrix
Definition at line 73 of file densemat.hpp.
Absolute-value matrix vector multiplication.
Reimplemented from mfem::Operator.
Definition at line 135 of file densemat.cpp.
Multiply a vector with the absolute-value transpose matrix.
Reimplemented from mfem::Operator.
Definition at line 185 of file densemat.cpp.
| void mfem::DenseMatrix::Add | ( | const real_t | c, |
| const DenseMatrix & | A ) |
Adds the matrix A multiplied by the number c to the matrix.
Definition at line 589 of file densemat.cpp.
Adds the matrix A multiplied by the number c to the matrix, assuming A has the same dimensions and uses column-major layout.
Definition at line 600 of file densemat.cpp.
| void mfem::DenseMatrix::AddMatrix | ( | DenseMatrix & | A, |
| int | ro, | ||
| int | co ) |
Perform (ro+i,co+j)+=A(i,j) for 0<=i.
Definition at line 1720 of file densemat.cpp.
| void mfem::DenseMatrix::AddMatrix | ( | real_t | a, |
| const DenseMatrix & | A, | ||
| int | ro, | ||
| int | co ) |
Perform (ro+i,co+j)+=a*A(i,j) for 0<=i.
Definition at line 1750 of file densemat.cpp.
y += a * A.x
Definition at line 241 of file densemat.cpp.
y += a * A^t x
Definition at line 262 of file densemat.cpp.
| void mfem::DenseMatrix::AddSubMatrix | ( | const Array< int > & | idx, |
| const DenseMatrix & | A ) |
(*this)(idx[i],idx[j]) += A(i,j)
Definition at line 1997 of file densemat.cpp.
| void mfem::DenseMatrix::AddSubMatrix | ( | const Array< int > & | idx_i, |
| const Array< int > & | idx_j, | ||
| const DenseMatrix & | A ) |
(*this)(idx_i[i],idx_j[j]) += A(i,j)
Definition at line 2025 of file densemat.cpp.
| void mfem::DenseMatrix::AddSubMatrix | ( | int | ibeg, |
| const DenseMatrix & | A ) |
Add the submatrix A to this with row and column offset ibeg
Definition at line 2056 of file densemat.cpp.
| void mfem::DenseMatrix::AddSubMatrix | ( | int | ibeg, |
| int | jbeg, | ||
| const DenseMatrix & | A ) |
Add the submatrix A to this with row and column offsets ibeg and jbeg respectively
Definition at line 2082 of file densemat.cpp.
| void mfem::DenseMatrix::AddToVector | ( | int | offset, |
| Vector & | v ) const |
Add the matrix 'data' to the Vector 'v' at the given 'offset'.
Definition at line 2110 of file densemat.cpp.
| void mfem::DenseMatrix::AdjustDofDirection | ( | Array< int > & | dofs | ) |
If (dofs[i] < 0 and dofs[j] >= 0) or (dofs[i] >= 0 and dofs[j] < 0) then (*this)(i,j) = -(*this)(i,j).
Definition at line 2132 of file densemat.cpp.
Return the eigenvalues (in increasing order) and eigenvectors of a 2x2 or 3x3 symmetric matrix.
Definition at line 1290 of file densemat.cpp.
| real_t mfem::DenseMatrix::CalcSingularvalue | ( | const int | i | ) | const |
Return the i-th singular value (decreasing order) of NxN matrix, N=1,2,3.
Definition at line 1265 of file densemat.cpp.
|
inline |
Count the number of entries in the matrix for which isfinite is false, i.e. the entry is a NaN or +/-Inf.
Definition at line 471 of file densemat.hpp.
|
inline |
Delete the matrix data array (if owned) and reset the matrix state.
Definition at line 106 of file densemat.hpp.
|
inline |
Clear the data array and the dimensions of the DenseMatrix. This method should not be used with DenseMatrix that owns its current data array.
Definition at line 103 of file densemat.hpp.
| void mfem::DenseMatrix::CopyCols | ( | const DenseMatrix & | A, |
| int | col1, | ||
| int | col2 ) |
Copy columns col1 through col2 from A to *this.
Definition at line 1576 of file densemat.cpp.
| void mfem::DenseMatrix::CopyExceptMN | ( | const DenseMatrix & | A, |
| int | m, | ||
| int | n ) |
Copy All rows and columns except m and n from A.
Definition at line 1694 of file densemat.cpp.
| void mfem::DenseMatrix::CopyMN | ( | const DenseMatrix & | A, |
| int | m, | ||
| int | n, | ||
| int | Aro, | ||
| int | Aco ) |
Copy the m x n submatrix of A at row/col offsets Aro/Aco to *this.
Definition at line 1589 of file densemat.cpp.
| void mfem::DenseMatrix::CopyMN | ( | const DenseMatrix & | A, |
| int | m, | ||
| int | n, | ||
| int | Aro, | ||
| int | Aco, | ||
| int | row_offset, | ||
| int | col_offset ) |
Copy the m x n submatrix of A at row/col offsets Aro/Aco to *this at row_offset, col_offset
Definition at line 1628 of file densemat.cpp.
| void mfem::DenseMatrix::CopyMN | ( | const DenseMatrix & | A, |
| int | row_offset, | ||
| int | col_offset ) |
Copy matrix A to the location in *this at row_offset, col_offset.
Definition at line 1602 of file densemat.cpp.
| void mfem::DenseMatrix::CopyMNDiag | ( | real_t * | diag, |
| int | n, | ||
| int | row_offset, | ||
| int | col_offset ) |
Copy diag on the diagonal of size n to *this at row_offset, col_offset.
Definition at line 1676 of file densemat.cpp.
| void mfem::DenseMatrix::CopyMNDiag | ( | real_t | c, |
| int | n, | ||
| int | row_offset, | ||
| int | col_offset ) |
Copy c on the diagonal of size n to *this at row_offset, col_offset.
Definition at line 1659 of file densemat.cpp.
| void mfem::DenseMatrix::CopyMNt | ( | const DenseMatrix & | A, |
| int | row_offset, | ||
| int | col_offset ) |
Copy matrix A^t to the location in *this at row_offset, col_offset.
Definition at line 1615 of file densemat.cpp.
| void mfem::DenseMatrix::CopyRows | ( | const DenseMatrix & | A, |
| int | row1, | ||
| int | row2 ) |
Copy rows row1 through row2 from A to *this.
Definition at line 1563 of file densemat.cpp.
|
inline |
Returns the matrix data array. Warning: this method casts away constness.
Definition at line 122 of file densemat.hpp.
| real_t mfem::DenseMatrix::Det | ( | ) | const |
Calculates the determinant of the matrix (optimized for 2x2, 3x3, and 4x4 matrices)
Definition at line 496 of file densemat.cpp.
| void mfem::DenseMatrix::Diag | ( | real_t * | diag, |
| int | n ) |
Creates n x n diagonal matrix with diagonal given by diag.
Definition at line 1402 of file densemat.cpp.
| void mfem::DenseMatrix::Diag | ( | real_t | c, |
| int | n ) |
Creates n x n diagonal matrix with diagonal elements c.
Definition at line 1387 of file densemat.cpp.
|
inline |
Compute generalized eigenvalues and eigenvectors of A x = ev B x, where A = *this
Definition at line 313 of file densemat.hpp.
|
inline |
Compute eigenvalues and eigenvectors of A x = ev x where A = *this.
Definition at line 299 of file densemat.hpp.
|
inline |
Compute generalized eigenvalues and eigenvectors of A x = ev B x, where A = *this
Definition at line 304 of file densemat.hpp.
|
inline |
Compute generalized eigenvalues of A x = ev B x, where A = *this.
Definition at line 308 of file densemat.hpp.
|
inline |
Compute eigenvalues of A x = ev x where A = *this.
Definition at line 291 of file densemat.hpp.
|
inline |
Compute eigenvalues and eigenvectors of A x = ev x where A = *this.
Definition at line 295 of file densemat.hpp.
|
overridevirtual |
Returns constant reference to a_{ij}.
Implements mfem::Matrix.
Definition at line 103 of file densemat.cpp.
|
overridevirtual |
| void mfem::DenseMatrix::Exponential | ( | ) |
Replaces the current matrix with its exponential (currently only supports 2x2 matrices)
Formulas from Corollary 2.4 of doi:10.1109/9.233156 Note typo in the paper, in the prefactor in the equation under (i).
Definition at line 433 of file densemat.cpp.
|
inline |
Compute the Frobenius norm of the matrix.
Definition at line 285 of file densemat.hpp.
|
inline |
Compute the square of the Frobenius norm of the matrix.
Definition at line 288 of file densemat.hpp.
| void mfem::DenseMatrix::GetColumn | ( | int | c, |
| Vector & | col ) const |
Definition at line 1328 of file densemat.cpp.
|
inline |
Definition at line 328 of file densemat.hpp.
|
inline |
Definition at line 329 of file densemat.hpp.
|
inline |
Definition at line 331 of file densemat.hpp.
|
inline |
Returns the matrix data array. Warning: this method casts away constness.
Definition at line 126 of file densemat.hpp.
| void mfem::DenseMatrix::GetDiag | ( | Vector & | d | ) | const |
Returns the diagonal of the matrix.
Definition at line 1342 of file densemat.cpp.
| void mfem::DenseMatrix::GetFromVector | ( | int | offset, |
| const Vector & | v ) |
Get the matrix 'data' from the Vector 'v' at the given 'offset'.
Definition at line 2121 of file densemat.cpp.
| void mfem::DenseMatrix::Getl1Diag | ( | Vector & | l | ) | const |
Returns the l1 norm of the rows of the matrix v_i = sum_j |a_ij|.
Definition at line 1356 of file densemat.cpp.
Definition at line 128 of file densemat.hpp.
Definition at line 130 of file densemat.hpp.
| void mfem::DenseMatrix::GetRow | ( | int | r, |
| Vector & | row ) const |
Definition at line 1312 of file densemat.cpp.
| void mfem::DenseMatrix::GetRowSums | ( | Vector & | l | ) | const |
Compute the row sums of the DenseMatrix.
Definition at line 1373 of file densemat.cpp.
| void mfem::DenseMatrix::GetSubMatrix | ( | const Array< int > & | idx, |
| DenseMatrix & | A ) const |
Get the square submatrix which corresponds to the given indices idx. Note: the A matrix will be resized to accommodate the data
Definition at line 1780 of file densemat.cpp.
| void mfem::DenseMatrix::GetSubMatrix | ( | const Array< int > & | idx_i, |
| const Array< int > & | idx_j, | ||
| DenseMatrix & | A ) const |
Get the rectangular submatrix which corresponds to the given indices idx_i and idx_j. Note: the A matrix will be resized to accommodate the data
Definition at line 1801 of file densemat.cpp.
| void mfem::DenseMatrix::GetSubMatrix | ( | int | ibeg, |
| int | iend, | ||
| DenseMatrix & | A ) |
Get the square submatrix which corresponds to the range [ ibeg, iend ). Note: the A matrix will be resized to accommodate the data
Definition at line 1827 of file densemat.cpp.
| void mfem::DenseMatrix::GetSubMatrix | ( | int | ibeg, |
| int | iend, | ||
| int | jbeg, | ||
| int | jend, | ||
| DenseMatrix & | A ) |
Get the square submatrix which corresponds to the range i ∈ [ ibeg, iend ) and j ∈ [ jbeg, jend ) Note: the A matrix will be resized to accommodate the data
Definition at line 1851 of file densemat.cpp.
| void mfem::DenseMatrix::GradToCurl | ( | DenseMatrix & | curl | ) |
Given a DShape matrix (from a scalar FE), stored in this, returns the CurlShape matrix. If *this is a N by D matrix, then curl is a D*N by D(D-1)/2 matrix. The size of curl must be set outside. The dimension D can be either 2 or 3. In 2D this computes the scalar-valued curl of a 2D vector field
Definition at line 1475 of file densemat.cpp.
| void mfem::DenseMatrix::GradToDiv | ( | Vector & | div | ) |
Given a DShape matrix (from a scalar FE), stored in *this, returns the DivShape vector. If *this is a N by dim matrix, then div is a dim*N vector. The size of div must be set outside.
Definition at line 1548 of file densemat.cpp.
| void mfem::DenseMatrix::GradToVectorCurl2D | ( | DenseMatrix & | curl | ) |
Given a DShape matrix (from a scalar FE), stored in *this, returns the CurlShape matrix. This computes the vector-valued curl of a scalar field. this is N by 2 matrix and curl is N by 2 matrix as well.
Definition at line 1534 of file densemat.cpp.
|
inline |
Shortcut for mfem::Read(GetMemory(), TotalSize(), false).
Definition at line 489 of file densemat.hpp.
|
inline |
Shortcut for mfem::ReadWrite(GetMemory(), TotalSize(), false).
Definition at line 501 of file densemat.hpp.
|
inline |
Shortcut for mfem::Write(GetMemory(), TotalSize(), false).
Definition at line 495 of file densemat.hpp.
Compute y^t A x.
Definition at line 281 of file densemat.cpp.
Compute y^t A x.
Definition at line 216 of file densemat.hpp.
|
overridevirtual |
Returns a pointer to the inverse matrix.
Implements mfem::Matrix.
Definition at line 428 of file densemat.cpp.
| void mfem::DenseMatrix::Invert | ( | ) |
Replaces the current matrix with its inverse.
Definition at line 674 of file densemat.cpp.
| void mfem::DenseMatrix::InvLeftScaling | ( | const Vector & | s | ) |
InvLeftScaling this = diag(1./s) * this.
Definition at line 312 of file densemat.cpp.
| void mfem::DenseMatrix::InvRightScaling | ( | const Vector & | s | ) |
InvRightScaling: this = this * diag(1./s);.
Definition at line 340 of file densemat.cpp.
| void mfem::DenseMatrix::InvSymmetricScaling | ( | const Vector & | s | ) |
InvSymmetricScaling this = diag(sqrt(1./s)) * this * diag(sqrt(1./s))
Definition at line 382 of file densemat.cpp.
| void mfem::DenseMatrix::LeftScaling | ( | const Vector & | s | ) |
LeftScaling this = diag(s) * this.
Definition at line 299 of file densemat.cpp.
| void mfem::DenseMatrix::Lump | ( | ) |
Definition at line 1461 of file densemat.cpp.
| real_t mfem::DenseMatrix::MaxMaxNorm | ( | ) | const |
Compute the norm ||A|| = max_{ij} |A_{ij}|.
Definition at line 842 of file densemat.cpp.
|
inline |
Definition at line 483 of file densemat.hpp.
Matrix vector multiplication.
Definition at line 108 of file densemat.cpp.
Matrix vector multiplication.
Definition at line 113 of file densemat.cpp.
Matrix vector multiplication.
Definition at line 120 of file densemat.cpp.
Matrix vector multiplication.
Implements mfem::Operator.
Definition at line 127 of file densemat.cpp.
Multiply a vector with the transpose matrix.
Definition at line 158 of file densemat.cpp.
Multiply a vector with the transpose matrix.
Definition at line 163 of file densemat.cpp.
Multiply a vector with the transpose matrix.
Definition at line 170 of file densemat.cpp.
Multiply a vector with the transpose matrix.
Reimplemented from mfem::Operator.
Definition at line 177 of file densemat.cpp.
| void mfem::DenseMatrix::Neg | ( | ) |
(*this) = -(*this)
Definition at line 665 of file densemat.cpp.
| void mfem::DenseMatrix::Norm2 | ( | real_t * | v | ) | const |
Take the 2-norm of the columns of A and store in v.
Definition at line 829 of file densemat.cpp.
|
inline |
Take the 2-norm of the columns of A and store in v.
Definition at line 275 of file densemat.hpp.
|
inline |
Returns reference to a_{ij}.
Definition at line 1297 of file densemat.hpp.
|
inline |
Returns constant reference to a_{ij}.
Definition at line 1303 of file densemat.hpp.
| real_t mfem::DenseMatrix::operator* | ( | const DenseMatrix & | m | ) | const |
Matrix inner product: tr(A^t B)
Definition at line 143 of file densemat.cpp.
| DenseMatrix & mfem::DenseMatrix::operator*= | ( | real_t | c | ) |
Definition at line 655 of file densemat.cpp.
| DenseMatrix & mfem::DenseMatrix::operator+= | ( | const DenseMatrix & | m | ) |
Definition at line 635 of file densemat.cpp.
| DenseMatrix & mfem::DenseMatrix::operator+= | ( | const real_t * | m | ) |
Definition at line 629 of file densemat.cpp.
| DenseMatrix & mfem::DenseMatrix::operator-= | ( | const DenseMatrix & | m | ) |
Definition at line 642 of file densemat.cpp.
|
default |
Copy assignment (deep copy).
| DenseMatrix & mfem::DenseMatrix::operator= | ( | const real_t * | d | ) |
Copy the matrix entries from the given array.
Definition at line 619 of file densemat.cpp.
|
default |
Move assignment.
| DenseMatrix & mfem::DenseMatrix::operator= | ( | real_t | c | ) |
Sets the matrix elements equal to constant c.
Definition at line 609 of file densemat.cpp.
|
inline |
Return the DenseMatrix data (host pointer) ownership flag.
Definition at line 133 of file densemat.hpp.
|
overridevirtual |
Prints matrix to stream out.
Reimplemented from mfem::Matrix.
Definition at line 2219 of file densemat.cpp.
|
virtual |
Definition at line 2264 of file densemat.cpp.
|
overridevirtual |
Prints operator in Matlab format.
Reimplemented from mfem::Operator.
Definition at line 2245 of file densemat.cpp.
|
virtual |
Prints the transpose matrix to stream out.
Definition at line 2293 of file densemat.cpp.
| int mfem::DenseMatrix::Rank | ( | real_t | tol | ) | const |
Definition at line 1250 of file densemat.cpp.
|
inline |
Shortcut for mfem::Read( GetMemory(), TotalSize(), on_dev).
Definition at line 486 of file densemat.hpp.
|
inline |
Shortcut for mfem::ReadWrite(GetMemory(), TotalSize(), on_dev).
Definition at line 498 of file densemat.hpp.
|
inline |
Change the data array and the size of the DenseMatrix.
The DenseMatrix does not assume ownership of the data array, i.e. it will not delete the new array d. This method will delete the current data array, if owned.
Definition at line 98 of file densemat.hpp.
| void mfem::DenseMatrix::RightScaling | ( | const Vector & | s | ) |
RightScaling: this = this * diag(s);.
Definition at line 325 of file densemat.cpp.
|
inline |
Set the matrix to alpha * A.
Definition at line 242 of file densemat.hpp.
Set the matrix to alpha * A, assuming that A has the same dimensions as the matrix and uses column-major layout.
Definition at line 580 of file densemat.cpp.
| void mfem::DenseMatrix::SetCol | ( | int | c, |
| const real_t * | col ) |
Definition at line 2190 of file densemat.cpp.
| void mfem::DenseMatrix::SetCol | ( | int | c, |
| const Vector & | col ) |
Definition at line 2199 of file densemat.cpp.
| void mfem::DenseMatrix::SetCol | ( | int | col, |
| real_t | value ) |
Set all entries of a column to the specified value.
Definition at line 2167 of file densemat.cpp.
| void mfem::DenseMatrix::SetRow | ( | int | r, |
| const real_t * | row ) |
Definition at line 2175 of file densemat.cpp.
| void mfem::DenseMatrix::SetRow | ( | int | r, |
| const Vector & | row ) |
Definition at line 2184 of file densemat.cpp.
| void mfem::DenseMatrix::SetRow | ( | int | row, |
| real_t | value ) |
Set all entries of a row to the specified value.
Definition at line 2159 of file densemat.cpp.
| void mfem::DenseMatrix::SetSize | ( | int | h, |
| int | w ) |
Change the size of the DenseMatrix to h x w.
Definition at line 85 of file densemat.cpp.
|
inline |
Change the size of the DenseMatrix to s x s.
Definition at line 116 of file densemat.hpp.
| void mfem::DenseMatrix::SetSubMatrix | ( | const Array< int > & | idx, |
| const DenseMatrix & | A ) |
Set (*this)(idx[i],idx[j]) = A(i,j)
Definition at line 1884 of file densemat.cpp.
| void mfem::DenseMatrix::SetSubMatrix | ( | const Array< int > & | idx_i, |
| const Array< int > & | idx_j, | ||
| const DenseMatrix & | A ) |
Set (*this)(idx_i[i],idx_j[j]) = A(i,j)
Definition at line 1913 of file densemat.cpp.
| void mfem::DenseMatrix::SetSubMatrix | ( | int | ibeg, |
| const DenseMatrix & | A ) |
Set a submatrix of (this) to the given matrix A with row and column offset ibeg
Definition at line 1943 of file densemat.cpp.
| void mfem::DenseMatrix::SetSubMatrix | ( | int | ibeg, |
| int | jbeg, | ||
| const DenseMatrix & | A ) |
Set a submatrix of (this) to the given matrix A with row and column offset ibeg and jbeg respectively
Definition at line 1969 of file densemat.cpp.
| void mfem::DenseMatrix::SingularValues | ( | Vector & | sv | ) | const |
Definition at line 1210 of file densemat.cpp.
|
inline |
For backward compatibility define Size to be synonym of Width()
Definition at line 110 of file densemat.hpp.
| void mfem::DenseMatrix::SquareRootInverse | ( | ) |
Replaces the current matrix with its square root inverse.
Definition at line 784 of file densemat.cpp.
| void mfem::DenseMatrix::Swap | ( | DenseMatrix & | other | ) |
Definition at line 2333 of file densemat.cpp.
| void mfem::DenseMatrix::SymmetricScaling | ( | const Vector & | s | ) |
SymmetricScaling this = diag(sqrt(s)) * this * diag(sqrt(s))
Definition at line 354 of file densemat.cpp.
| void mfem::DenseMatrix::Symmetrize | ( | ) |
(*this) = 1/2 ((*this) + (*this)^t)
Definition at line 1450 of file densemat.cpp.
| void mfem::DenseMatrix::TestInversion | ( | ) |
Invert and print the numerical conditioning of the inversion.
Definition at line 2319 of file densemat.cpp.
| void mfem::DenseMatrix::Threshold | ( | real_t | eps | ) |
Replace small entries, abs(a_ij) <= eps, with zero.
Definition at line 2205 of file densemat.cpp.
|
inline |
Total size = width*height.
Definition at line 113 of file densemat.hpp.
| real_t mfem::DenseMatrix::Trace | ( | ) | const |
Trace of a square matrix.
Definition at line 409 of file densemat.cpp.
| void mfem::DenseMatrix::Transpose | ( | ) |
(*this) = (*this)^t
Definition at line 1417 of file densemat.cpp.
| void mfem::DenseMatrix::Transpose | ( | const DenseMatrix & | A | ) |
(*this) = A^t
Definition at line 1439 of file densemat.cpp.
|
inline |
Change the data array and the size of the DenseMatrix.
The DenseMatrix does not assume ownership of the data array, i.e. it will not delete the data array d.
Definition at line 88 of file densemat.hpp.
| real_t mfem::DenseMatrix::Weight | ( | ) | const |
Definition at line 553 of file densemat.cpp.
|
inline |
Shortcut for mfem::Write(GetMemory(), TotalSize(), on_dev).
Definition at line 492 of file densemat.hpp.
|
friend |
Definition at line 26 of file densemat.hpp.
|
friend |
Definition at line 25 of file densemat.hpp.