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trace_gen_quad_form.hpp
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1 #ifndef STAN__MATH__MATRIX__TRACE_GEN_QUAD_FORM_HPP
2 #define STAN__MATH__MATRIX__TRACE_GEN_QUAD_FORM_HPP
3 
4 #include <boost/utility/enable_if.hpp>
5 #include <boost/type_traits.hpp>
9 
10 namespace stan {
11  namespace math {
15  template<int RD,int CD,int RA,int CA,int RB,int CB>
16  inline double
17  trace_gen_quad_form(const Eigen::Matrix<double,RD,CD> &D,
18  const Eigen::Matrix<double,RA,CA> &A,
19  const Eigen::Matrix<double,RB,CB> &B)
20  {
21  stan::math::check_square("trace_gen_quad_form(%1%)",A,"A",(double*)0);
22  stan::math::check_square("trace_gen_quad_form(%1%)",D,"D",(double*)0);
23  stan::math::check_multiplicable("trace_gen_quad_form(%1%)",A,"A",
24  B,"B",(double*)0);
25  stan::math::check_multiplicable("trace_gen_quad_form(%1%)",B,"B",
26  D,"D",(double*)0);
27  return (D*B.transpose()*A*B).trace();
28  }
29  }
30 }
31 
32 #endif
33 
bool check_multiplicable(const char *function, const T1 &y1, const char *name1, const T2 &y2, const char *name2, T_result *result)
T trace(const Eigen::Matrix< T, Eigen::Dynamic, Eigen::Dynamic > &m)
Returns the trace of the specified matrix.
Definition: trace.hpp:20
double trace_gen_quad_form(const Eigen::Matrix< double, RD, CD > &D, const Eigen::Matrix< double, RA, CA > &A, const Eigen::Matrix< double, RB, CB > &B)
Compute trace(D B^T A B).
bool check_square(const char *function, const Eigen::Matrix< T_y, Eigen::Dynamic, Eigen::Dynamic > &y, const char *name, T_result *result)
Return true if the specified matrix is square.

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