quad_form.hpp

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#ifndef STAN_MATH_FWD_FUN_QUAD_FORM_HPP
#define STAN_MATH_FWD_FUN_QUAD_FORM_HPP
 
#include <stan/math/fwd/core.hpp>
#include <stan/math/fwd/fun/multiply.hpp>
#include <stan/math/prim/fun/dot_product.hpp>
#include <stan/math/prim/fun/to_ref.hpp>
 
namespace stan {
namespace math {
 
template <typename EigMat1, typename EigMat2,
          require_all_eigen_t<EigMat1, EigMat2>* = nullptr,
          require_not_eigen_col_vector_t<EigMat2>* = nullptr,
          require_any_vt_fvar<EigMat1, EigMat2>* = nullptr>
inline promote_scalar_t<return_type_t<EigMat1, EigMat2>, EigMat2> quad_form(
    const EigMat1& A, const EigMat2& B) {
  check_square("quad_form", "A", A);
  check_multiplicable("quad_form", "A", A, "B", B);
  const auto& B_ref = to_ref(B);
  return multiply(B_ref.transpose(), multiply(A, B_ref));
}
 
template <typename EigMat, typename ColVec, require_eigen_t<EigMat>* = nullptr,
          require_eigen_col_vector_t<ColVec>* = nullptr,
          require_any_vt_fvar<EigMat, ColVec>* = nullptr>
inline return_type_t<EigMat, ColVec> quad_form(const EigMat& A,
                                               const ColVec& B) {
  check_square("quad_form", "A", A);
  check_multiplicable("quad_form", "A", A, "B", B);
  const auto& B_ref = to_ref(B);
  return dot_product(B_ref, multiply(A, B_ref));
}
 
}  // namespace math
}  // namespace stan
 
#endif