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Public Types | Public Member Functions | Protected Member Functions | Protected Attributes | List of all members
Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type > Class Template Reference

An operator for building pseudo-spectral coefficients using tensor-product quadrature. More...

#include <Stokhos_TensorProductPseudoSpectralOperator.hpp>

Inheritance diagram for Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >:
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Collaboration diagram for Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >:
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Public Types

typedef ordinal_t ordinal_type
 
typedef value_t value_type
 
typedef PseudoSpectralOperator< ordinal_type, value_type, point_compare_type > base_type
 
typedef base_type::point_type point_type
 
typedef base_type::point_set_type point_set_type
 
typedef base_type::point_map_type point_map_type
 
typedef base_type::iterator iterator
 
typedef base_type::const_iterator const_iterator
 
typedef base_type::set_iterator set_iterator
 
typedef base_type::const_set_iterator const_set_iterator
 
typedef MultiIndex< ordinal_type > multiindex_type
 
- Public Types inherited from Stokhos::PseudoSpectralOperator< ordinal_t, value_t, point_compare_type >
typedef ordinal_t ordinal_type
 
typedef value_t value_type
 
typedef TensorProductElement< ordinal_type, value_type > point_type
 
typedef std::map< point_type, std::pair< value_type, ordinal_type >, point_compare_type > point_set_type
 
typedef Teuchos::Array< point_typepoint_map_type
 
typedef point_map_type::iterator iterator
 
typedef point_map_type::const_iterator const_iterator
 
typedef point_set_type::iterator set_iterator
 
typedef point_set_type::const_iterator const_set_iterator
 

Public Member Functions

 TensorProductPseudoSpectralOperator (const ProductBasis< ordinal_type, value_type > &product_basis, bool use_pst_=false, multiindex_type multiindex=multiindex_type(), const point_compare_type &point_compare=point_compare_type())
 Constructor.
 
virtual ~TensorProductPseudoSpectralOperator ()
 Destructor.
 
ordinal_type point_size () const
 Number of points.
 
ordinal_type coeff_size () const
 Number of coefficients.
 
iterator begin ()
 Iterator to begining of point set.
 
iterator end ()
 Iterator to end of point set.
 
const_iterator begin () const
 Iterator to begining of point set.
 
const_iterator end () const
 Iterator to end of point set.
 
set_iterator set_begin ()
 Iterator to begining of point set.
 
set_iterator set_end ()
 Iterator to end of point set.
 
const_set_iterator set_begin () const
 Iterator to begining of point set.
 
const_set_iterator set_end () const
 Iterator to end of point set.
 
ordinal_type index (const point_type &point) const
 Get point index for given point.
 
const point_typepoint (ordinal_type n) const
 Get point for given index.
 
virtual void transformQP2PCE (const value_type &alpha, const Teuchos::SerialDenseMatrix< ordinal_type, value_type > &input, Teuchos::SerialDenseMatrix< ordinal_type, value_type > &result, const value_type &beta, bool trans=false) const
 Transform values at quadrature points to PCE coefficients.
 
virtual void transformPCE2QP (const value_type &alpha, const Teuchos::SerialDenseMatrix< ordinal_type, value_type > &input, Teuchos::SerialDenseMatrix< ordinal_type, value_type > &result, const value_type &beta, bool trans=false) const
 Transform PCE coefficients to quadrature values.
 
- Public Member Functions inherited from Stokhos::PseudoSpectralOperator< ordinal_t, value_t, point_compare_type >
 PseudoSpectralOperator ()
 Constructor.
 
virtual ~PseudoSpectralOperator ()
 Destructor.
 

Protected Member Functions

void apply_direct (const Teuchos::SerialDenseMatrix< ordinal_type, value_type > &A, const value_type &alpha, const Teuchos::SerialDenseMatrix< ordinal_type, value_type > &input, Teuchos::SerialDenseMatrix< ordinal_type, value_type > &result, const value_type &beta, bool trans) const
 Apply transformation operator using direct method.
 
void apply_pst (const Teuchos::Array< Teuchos::SerialDenseMatrix< ordinal_type, value_type > > &Ak, const value_type &alpha, const Teuchos::SerialDenseMatrix< ordinal_type, value_type > &input, Teuchos::SerialDenseMatrix< ordinal_type, value_type > &result, const value_type &beta, bool trans, bool reorder_input, bool reorder_result) const
 Apply tranformation operator using PST method.
 

Protected Attributes

bool use_pst
 Use partial-summation-transformation.
 
ordinal_type coeff_sz
 Number of coefficients.
 
ordinal_type dim
 Dimension.
 
point_set_type points
 Quadrature points.
 
point_map_type point_map
 Map index to point term.
 
bool reorder
 Do we need to reorder coefficients for PST.
 
Teuchos::Array< ordinal_type > perm
 Permutation array when reordering for PST.
 
Teuchos::SerialDenseMatrix< ordinal_type, value_type > qp2pce
 Matrix mapping points to coefficients.
 
Teuchos::SerialDenseMatrix< ordinal_type, value_type > pce2qp
 Matrix mapping coefficients to points.
 
Teuchos::Array< Teuchos::SerialDenseMatrix< ordinal_type, value_type > > qp2pce_k
 Matrix mapping points to coefficients for each dimension for PST.
 
Teuchos::Array< Teuchos::SerialDenseMatrix< ordinal_type, value_type > > pce2qp_k
 Matrix mapping coefficients to points for each dimension for PST.
 
Teuchos::BLAS< ordinal_type, value_type > blas
 BLAS wrappers.
 

Detailed Description

template<typename ordinal_t, typename value_t, typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
class Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >

An operator for building pseudo-spectral coefficients using tensor-product quadrature.

Member Function Documentation

◆ apply_pst()

template<typename ordinal_t , typename value_t , typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
void Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::apply_pst ( const Teuchos::Array< Teuchos::SerialDenseMatrix< ordinal_type, value_type > > & Ak,
const value_type & alpha,
const Teuchos::SerialDenseMatrix< ordinal_type, value_type > & input,
Teuchos::SerialDenseMatrix< ordinal_type, value_type > & result,
const value_type & beta,
bool trans,
bool reorder_input,
bool reorder_result ) const
inlineprotected

Apply tranformation operator using PST method.

For k=1,...,d, let A_k be the m_k-by-n_k quadrature operator for dimension k and A = A_1 \otimes ... \otimes A_d be m-\by-n where m = m_1...m_d and n = n_1...n_d. For any two matrices B and C and vector x, (B \otimes C)x = vec( C*X*B^T ) = vec( C*(B*X^T)^T ) where x = vec(X), and the vec() operator makes a vector out of a matrix by stacking columns. Applying this formula recursively to A yields the simple algorithm for computing y = A*x (x is n-by-1 and y is m-by-1): X = x; for k=1:d n = n / n_k; X = reshape(X, n, n_k); X = A_k*X'; n = n * m_k; end y = reshape(X, m, 1);

When x has p columns, it is somehwat more complicated because the standard transpose above isn't correct. Instead the transpose needs to be applied to each p block in X.

The strategy here for dealing with transposed input and result is to transpose them when copying to/from the temporary buffers used in the algorithm.

References Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::dim, and Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::perm.

Referenced by Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::transformPCE2QP(), and Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::transformQP2PCE().

◆ begin() [1/2]

template<typename ordinal_t , typename value_t , typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
iterator Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::begin ( )
inlinevirtual

◆ begin() [2/2]

template<typename ordinal_t , typename value_t , typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
const_iterator Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::begin ( ) const
inlinevirtual

◆ coeff_size()

template<typename ordinal_t , typename value_t , typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
ordinal_type Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::coeff_size ( ) const
inlinevirtual

◆ end() [1/2]

template<typename ordinal_t , typename value_t , typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
iterator Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::end ( )
inlinevirtual

◆ end() [2/2]

template<typename ordinal_t , typename value_t , typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
const_iterator Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::end ( ) const
inlinevirtual

◆ index()

template<typename ordinal_t , typename value_t , typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
ordinal_type Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::index ( const point_type & point) const
inlinevirtual

◆ point()

template<typename ordinal_t , typename value_t , typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
const point_type & Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::point ( ordinal_type n) const
inlinevirtual

◆ point_size()

template<typename ordinal_t , typename value_t , typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
ordinal_type Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::point_size ( ) const
inlinevirtual

◆ set_begin() [1/2]

template<typename ordinal_t , typename value_t , typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
set_iterator Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::set_begin ( )
inlinevirtual

◆ set_begin() [2/2]

template<typename ordinal_t , typename value_t , typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
const_set_iterator Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::set_begin ( ) const
inlinevirtual

◆ set_end() [1/2]

template<typename ordinal_t , typename value_t , typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
set_iterator Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::set_end ( )
inlinevirtual

◆ set_end() [2/2]

template<typename ordinal_t , typename value_t , typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
const_set_iterator Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::set_end ( ) const
inlinevirtual

◆ transformPCE2QP()

template<typename ordinal_t , typename value_t , typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
virtual void Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::transformPCE2QP ( const value_type & alpha,
const Teuchos::SerialDenseMatrix< ordinal_type, value_type > & input,
Teuchos::SerialDenseMatrix< ordinal_type, value_type > & result,
const value_type & beta,
bool trans = false ) const
inlinevirtual

◆ transformQP2PCE()

template<typename ordinal_t , typename value_t , typename point_compare_type = typename DefaultPointCompare<ordinal_t,value_t>::type>
virtual void Stokhos::TensorProductPseudoSpectralOperator< ordinal_t, value_t, point_compare_type >::transformQP2PCE ( const value_type & alpha,
const Teuchos::SerialDenseMatrix< ordinal_type, value_type > & input,
Teuchos::SerialDenseMatrix< ordinal_type, value_type > & result,
const value_type & beta,
bool trans = false ) const
inlinevirtual

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