trace_gen_quad_form.hpp
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#ifndef STAN_MATH_PRIM_MAT_FUN_TRACE_GEN_QUAD_FORM_HPP
#define STAN_MATH_PRIM_MAT_FUN_TRACE_GEN_QUAD_FORM_HPP
#include <boost/utility/enable_if.hpp>
#include <boost/type_traits.hpp>
#include <stan/math/prim/mat/fun/Eigen.hpp>
#include <stan/math/prim/mat/err/check_multiplicable.hpp>
#include <stan/math/prim/mat/err/check_square.hpp>
namespace stan {
namespace math {
template<int RD, int CD, int RA, int CA, int RB, int CB>
inline 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) {
check_square("trace_gen_quad_form", "A", A);
check_square("trace_gen_quad_form", "D", D);
check_multiplicable("trace_gen_quad_form",
"A", A,
"B", B);
check_multiplicable("trace_gen_quad_form",
"B", B,
"D", D);
return (D*B.transpose()*A*B).trace();
}
}
}
#endif
check_multiplicable.hpp
stan
Definition: log_sum_exp.hpp:8
stan::math::trace_gen_quad_form
fvar< T > trace_gen_quad_form(const Eigen::Matrix< fvar< T >, RD, CD > &D, const Eigen::Matrix< fvar< T >, RA, CA > &A, const Eigen::Matrix< fvar< T >, RB, CB > &B)
Definition: trace_gen_quad_form.hpp:16
Eigen.hpp
stan::math::check_multiplicable
void check_multiplicable(const char *function, const char *name1, const T1 &y1, const char *name2, const T2 &y2)
Check if the matrices can be multiplied.
Definition: check_multiplicable.hpp:31
stan::math::check_square
void check_square(const char *function, const char *name, const Eigen::Matrix< T_y, Eigen::Dynamic, Eigen::Dynamic > &y)
Check if the specified matrix is square.
Definition: check_square.hpp:27
stan::math::trace
T trace(const Eigen::Matrix< T, Eigen::Dynamic, Eigen::Dynamic > &m)
Returns the trace of the specified matrix.
Definition: trace.hpp:19
check_square.hpp

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