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Stokhos_DerivOrthogPolyExpansion.hpp
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43 
44 #ifndef STOKHOS_DERIVORTHOGPOLYEXPANSION_HPP
45 #define STOKHOS_DERIVORTHOGPOLYEXPANSION_HPP
46 
48 #include "Stokhos_DerivBasis.hpp"
49 
50 #include "Teuchos_RCP.hpp"
51 #include "Teuchos_Array.hpp"
54 #include "Teuchos_LAPACK.hpp"
55 
56 namespace Stokhos {
57 
59  template <typename ordinal_type, typename value_type>
60  class DerivOrthogPolyExpansion : public OrthogPolyExpansion<ordinal_type, value_type> {
61  public:
62 
64 
71 
74 
76  ordinal_type size() const { return sz; }
77 
80  getBasis() const {return basis; }
81 
84  getTripleProduct() const { return Cijk; }
85 
86  // Operations
87  void unaryMinus(
90 
92  const value_type& x);
94  const value_type& x);
96  const value_type& x);
98  const value_type& x);
99 
100  void plusEqual(
103  void minusEqual(
106  void timesEqual(
109  void divideEqual(
112 
117  const value_type& a,
121  const value_type& b);
126  const value_type& a,
130  const value_type& b);
135  const value_type& a,
139  const value_type& b);
144  const value_type& a,
148  const value_type& b);
149 
164  const value_type& a,
168  const value_type& b);
187  template <typename OpT>
188  void quad(const OpT& quad_func,
198 // void atan2(OrthogPolyApprox<ordinal_type, value_type, node_type>& c,
199 // const OrthogPolyApprox<ordinal_type, value_type, node_type>& a,
200 // const OrthogPolyApprox<ordinal_type, value_type, node_type>& b);
201 // void atan2(OrthogPolyApprox<ordinal_type, value_type, node_type>& c,
202 // const T& a,
203 // const OrthogPolyApprox<ordinal_type, value_type, node_type>& b);
204 // void atan2(OrthogPolyApprox<ordinal_type, value_type, node_type>& c,
205 // const OrthogPolyApprox<ordinal_type, value_type, node_type>& a,
206 // const T& b);
221  const value_type& a,
225  const value_type& b);
230  const value_type& a,
234  const value_type& b);
237 
238  private:
239 
240  // Prohibit copying
242 
243  // Prohibit Assignment
245 
246  protected:
247 
250 
253 
256 
259 
262 
265 
268 
271 
274 
275  protected:
276 
279 
280  struct acos_quad_func {
281  value_type operator() (const value_type& a) const {
282  return std::acos(a);
283  }
284  };
285 
286  struct asin_quad_func {
287  value_type operator() (const value_type& a) const {
288  return std::asin(a);
289  }
290  };
291 
292  struct atan_quad_func {
293  value_type operator() (const value_type& a) const {
294  return std::atan(a);
295  }
296  };
297 
298  struct acosh_quad_func {
299  value_type operator() (const value_type & a) const {
300  return std::log(a+std::sqrt(a*a-value_type(1.0)));
301  }
302  };
303 
304  struct asinh_quad_func {
305  value_type operator() (const value_type& a) const {
306  return std::log(a+std::sqrt(a*a+value_type(1.0)));
307  }
308  };
309 
310  struct atanh_quad_func {
311  value_type operator() (const value_type& a) const {
312  return 0.5*std::log((value_type(1.0)+a)/(value_type(1.0)-a));
313  }
314  };
315 
316  }; // class DerivOrthogPolyExpansion
317 
318 } // namespace Stokhos
319 
321 
322 #endif // STOKHOS_DERIVORTHOGPOLYEXPANSION_HPP
Teuchos_RCP.hpp
Stokhos::DerivOrthogPolyExpansion::plusEqual
void plusEqual(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const value_type &x)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:118
Stokhos::DerivOrthogPolyExpansion::minusEqual
void minusEqual(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const value_type &x)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:127
Stokhos::DerivOrthogPolyExpansion::atan_quad_func
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:292
Stokhos::DerivOrthogPolyExpansion::timesEqual
void timesEqual(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const value_type &x)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:136
Stokhos::DerivOrthogPolyExpansion::DerivOrthogPolyExpansion
DerivOrthogPolyExpansion(const Teuchos::RCP< const DerivBasis< ordinal_type, value_type > > &basis, const Teuchos::RCP< const Teuchos::SerialDenseMatrix< ordinal_type, value_type > > &Bij, const Teuchos::RCP< const Stokhos::Sparse3Tensor< ordinal_type, value_type > > &Cijk, const Teuchos::RCP< const Stokhos::Dense3Tensor< ordinal_type, value_type > > &Dijk)
Constructor.
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:49
Stokhos::DerivOrthogPolyExpansion::plus
void plus(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a, const OrthogPolyApprox< ordinal_type, value_type, node_type > &b)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:314
Stokhos_DerivOrthogPolyExpansionImp.hpp
Stokhos::DerivOrthogPolyExpansion::A
Teuchos::SerialDenseMatrix< ordinal_type, value_type > A
Matrix.
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:264
Stokhos::DerivOrthogPolyExpansion::acosh_quad_func::operator()
value_type operator()(const value_type &a) const
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:299
Sacado::UQ::atan
KOKKOS_INLINE_FUNCTION PCE< Storage > atan(const PCE< Storage > &a)
Definition: Sacado_UQ_PCE_Imp.hpp:1101
Stokhos::DerivOrthogPolyExpansion::cosh
void cosh(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1193
Stokhos_DerivBasis.hpp
Stokhos::DerivOrthogPolyExpansion::acos
void acos(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1287
TotalOrderBasisUnitTest::value_type
double value_type
Definition: Stokhos_LexicographicTreeBasisUnitTest.cpp:70
Stokhos::DerivOrthogPolyExpansion::asinh_quad_func::operator()
value_type operator()(const value_type &a) const
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:305
Stokhos::DerivOrthogPolyExpansion::derivative
void derivative(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1537
Stokhos::DerivOrthogPolyExpansion::quad
void quad(const OpT &quad_func, OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a, const OrthogPolyApprox< ordinal_type, value_type, node_type > &b)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1229
Stokhos::DerivOrthogPolyExpansion
Othogonal polynomial expansions based on derivative calculations.
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:60
Stokhos::OrthogPolyExpansion
Abstract base class for orthogonal polynomial-based expansions.
Definition: Stokhos_OrthogPolyExpansion.hpp:59
Stokhos::DerivOrthogPolyExpansion::atan_quad_func::operator()
value_type operator()(const value_type &a) const
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:293
Stokhos::DerivOrthogPolyExpansion::~DerivOrthogPolyExpansion
virtual ~DerivOrthogPolyExpansion()
Destructor.
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:73
Teuchos_Array.hpp
Stokhos::DerivOrthogPolyExpansion::asin
void asin(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1307
Stokhos::Sparse3Tensor
Data structure storing a sparse 3-tensor C(i,j,k) in a a compressed format.
Definition: Stokhos_Sparse3Tensor.hpp:56
Stokhos::DerivOrthogPolyExpansion::cos
void cos(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1039
Stokhos::DerivOrthogPolyExpansion::asinh_quad_func
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:304
Stokhos::DerivOrthogPolyExpansion::acosh
void acosh(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1371
Teuchos_LAPACK.hpp
Stokhos::DerivOrthogPolyExpansion::atanh_quad_func
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:310
Stokhos::DerivOrthogPolyExpansion::tan
void tan(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1056
Sacado::UQ::asin
KOKKOS_INLINE_FUNCTION PCE< Storage > asin(const PCE< Storage > &a)
Definition: Sacado_UQ_PCE_Imp.hpp:1084
Stokhos::DerivOrthogPolyExpansion::acos_quad_func::operator()
value_type operator()(const value_type &a) const
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:281
Teuchos::RCP
Teuchos::Array< ordinal_type >
Stokhos_OrthogPolyExpansion.hpp
Stokhos::DerivOrthogPolyExpansion::sinhcosh
void sinhcosh(OrthogPolyApprox< ordinal_type, value_type, node_type > &s, OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1074
Stokhos::DerivOrthogPolyExpansion::unaryMinus
void unaryMinus(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:100
Stokhos::DerivOrthogPolyExpansion::Dijk
Teuchos::RCP< const Stokhos::Dense3Tensor< ordinal_type, value_type > > Dijk
Derivative Triple-product tensor.
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:258
Sacado::UQ::log
KOKKOS_INLINE_FUNCTION PCE< Storage > log(const PCE< Storage > &a)
Definition: Sacado_UQ_PCE_Imp.hpp:844
Stokhos::DerivOrthogPolyExpansion::asin_quad_func::operator()
value_type operator()(const value_type &a) const
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:287
Stokhos::DerivOrthogPolyExpansion::sqrt
void sqrt(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:826
Stokhos::DerivOrthogPolyExpansion::basis
Teuchos::RCP< const Stokhos::DerivBasis< ordinal_type, value_type > > basis
Basis.
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:249
Stokhos::DerivOrthogPolyExpansion::asin_quad_func
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:286
Stokhos::DerivOrthogPolyExpansion::acosh_quad_func
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:298
TotalOrderBasisUnitTest::ordinal_type
int ordinal_type
Definition: Stokhos_LexicographicTreeBasisUnitTest.cpp:69
Stokhos::DerivOrthogPolyExpansion::Cijk
Teuchos::RCP< const Stokhos::Sparse3Tensor< ordinal_type, value_type > > Cijk
Triple-product tensor.
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:255
Stokhos::StandardStorage
Definition: Stokhos_StandardStorage.hpp:53
Stokhos::Dense3Tensor
Data structure storing a dense 3-tensor C(i,j,k).
Definition: Stokhos_Dense3Tensor.hpp:57
Stokhos::DerivOrthogPolyExpansion::asinh
void asinh(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1390
Stokhos::DerivOrthogPolyExpansion::Bij
Teuchos::RCP< const Teuchos::SerialDenseMatrix< ordinal_type, value_type > > Bij
Derivative double-product tensor.
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:252
Stokhos::DerivOrthogPolyExpansion::atan
void atan(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1326
Stokhos::DerivOrthogPolyExpansion::abs
void abs(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1439
Stokhos::DerivOrthogPolyExpansion::size
ordinal_type size() const
Get expansion size.
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:76
Stokhos::DerivOrthogPolyExpansion::sincos
void sincos(OrthogPolyApprox< ordinal_type, value_type, node_type > &s, OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:918
Sacado::UQ::sqrt
KOKKOS_INLINE_FUNCTION PCE< Storage > sqrt(const PCE< Storage > &a)
Definition: Sacado_UQ_PCE_Imp.hpp:878
Stokhos::DerivOrthogPolyExpansion::fabs
void fabs(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1427
Stokhos
Top-level namespace for Stokhos classes and functions.
Definition: Stokhos_AbstractPreconditionerFactory.hpp:48
Stokhos::DerivOrthogPolyExpansion::lapack
Teuchos::LAPACK< ordinal_type, value_type > lapack
LAPACK wrappers.
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:273
Stokhos::DerivOrthogPolyExpansion::log10
void log10(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:809
Stokhos::DerivOrthogPolyExpansion::min
void min(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a, const OrthogPolyApprox< ordinal_type, value_type, node_type > &b)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1494
Teuchos_SerialDenseMatrix.hpp
Stokhos::DerivOrthogPolyExpansion::divideEqual
void divideEqual(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const value_type &x)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:148
Stokhos::DerivOrthogPolyExpansion::minus
void minus(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a, const OrthogPolyApprox< ordinal_type, value_type, node_type > &b)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:383
Stokhos::DerivOrthogPolyExpansion::divide
void divide(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a, const OrthogPolyApprox< ordinal_type, value_type, node_type > &b)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:540
Stokhos::DerivOrthogPolyExpansion::piv
Teuchos::Array< ordinal_type > piv
Pivot array.
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:270
Stokhos::DerivOrthogPolyExpansion::max
void max(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a, const OrthogPolyApprox< ordinal_type, value_type, node_type > &b)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1451
Stokhos::DerivOrthogPolyExpansion::B
Teuchos::SerialDenseMatrix< ordinal_type, value_type > B
RHS.
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:267
cusp::detail::device::x
const IndexType const IndexType const IndexType const IndexType const ValueType const ValueType * x
Definition: csr_vector.h:260
Stokhos::DerivOrthogPolyExpansion::tanh
void tanh(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1210
Stokhos::DerivOrthogPolyExpansion::node_type
Stokhos::StandardStorage< ordinal_type, value_type > node_type
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:63
Stokhos::DerivOrthogPolyExpansion::operator=
DerivOrthogPolyExpansion & operator=(const DerivOrthogPolyExpansion &b)
Stokhos::DerivOrthogPolyExpansion::getTripleProduct
virtual Teuchos::RCP< const Sparse3Tensor< ordinal_type, value_type > > getTripleProduct() const
Get triple product.
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:84
Stokhos::DerivOrthogPolyExpansion::sinh
void sinh(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1176
Stokhos::DerivOrthogPolyExpansion::pow
void pow(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a, const OrthogPolyApprox< ordinal_type, value_type, node_type > &b)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:862
Stokhos::OrthogPolyApprox
Class to store coefficients of a projection onto an orthogonal polynomial basis.
Definition: Stokhos_OrthogPolyApprox.hpp:63
Stokhos::DerivOrthogPolyExpansion::sin
void sin(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1022
Stokhos::DerivOrthogPolyExpansion::acos_quad_func
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:280
Stokhos::DerivOrthogPolyExpansion::times
void times(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a, const OrthogPolyApprox< ordinal_type, value_type, node_type > &b)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:452
Stokhos::DerivOrthogPolyExpansion::getBasis
Teuchos::RCP< const OrthogPolyBasis< ordinal_type, value_type > > getBasis() const
Get basis.
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:80
Teuchos::SerialDenseMatrix< ordinal_type, value_type >
Stokhos::DerivOrthogPolyExpansion::log
void log(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:749
Stokhos::DerivOrthogPolyExpansion::exp
void exp(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:687
Stokhos::DerivOrthogPolyExpansion::atanh_quad_func::operator()
value_type operator()(const value_type &a) const
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:311
Teuchos::LAPACK< ordinal_type, value_type >
Teuchos_SerialDenseVector.hpp
Sacado::UQ::acos
KOKKOS_INLINE_FUNCTION PCE< Storage > acos(const PCE< Storage > &a)
Definition: Sacado_UQ_PCE_Imp.hpp:1067
Stokhos::DerivBasis
Abstract base class for multivariate orthogonal polynomials that support computing double and triple ...
Definition: Stokhos_DerivBasis.hpp:57
Stokhos::DerivOrthogPolyExpansion::cbrt
void cbrt(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:844
Stokhos::DerivOrthogPolyExpansion::solve
ordinal_type solve(ordinal_type s, ordinal_type nrhs)
Solve linear system.
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:73
Stokhos::DerivOrthogPolyExpansion::sz
ordinal_type sz
Workspace size.
Definition: Stokhos_DerivOrthogPolyExpansion.hpp:261
Stokhos::DerivOrthogPolyExpansion::atanh
void atanh(OrthogPolyApprox< ordinal_type, value_type, node_type > &c, const OrthogPolyApprox< ordinal_type, value_type, node_type > &a)
Definition: Stokhos_DerivOrthogPolyExpansionImp.hpp:1409