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authorNao Pross <np@0hm.ch>2024-02-12 14:52:43 +0100
committerNao Pross <np@0hm.ch>2024-02-12 14:52:43 +0100
commiteda5bc26f44ee9a6f83dcf8c91f17296d7fc509d (patch)
treebc2efa38ff4e350f9a111ac87065cd7ae9a911c7 /src/armadillo/include/armadillo_bits/op_det_meat.hpp
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Move into version control
Diffstat (limited to 'src/armadillo/include/armadillo_bits/op_det_meat.hpp')
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diff --git a/src/armadillo/include/armadillo_bits/op_det_meat.hpp b/src/armadillo/include/armadillo_bits/op_det_meat.hpp
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+// SPDX-License-Identifier: Apache-2.0
+//
+// Copyright 2008-2016 Conrad Sanderson (http://conradsanderson.id.au)
+// Copyright 2008-2016 National ICT Australia (NICTA)
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+// ------------------------------------------------------------------------
+
+
+//! \addtogroup op_det
+//! @{
+
+
+
+template<typename T1>
+inline
+bool
+op_det::apply_direct(typename T1::elem_type& out_val, const Base<typename T1::elem_type,T1>& expr)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+ typedef typename T1::pod_type T;
+
+ if(strip_diagmat<T1>::do_diagmat)
+ {
+ const strip_diagmat<T1> strip(expr.get_ref());
+
+ out_val = op_det::apply_diagmat(strip.M);
+
+ return true;
+ }
+
+ if(strip_trimat<T1>::do_trimat)
+ {
+ const strip_trimat<T1> strip(expr.get_ref());
+
+ out_val = op_det::apply_trimat(strip.M);
+
+ return true;
+ }
+
+ Mat<eT> A(expr.get_ref());
+
+ arma_debug_check( (A.is_square() == false), "det(): given matrix must be square sized" );
+
+ const uword N = A.n_rows;
+
+ if(N == 0) { out_val = eT(1); return true; }
+ if(N == 1) { out_val = A[0]; return true; }
+
+ if((is_cx<eT>::no) && (N <= 3))
+ {
+ constexpr T det_min = std::numeric_limits<T>::epsilon();
+ constexpr T det_max = T(1) / std::numeric_limits<T>::epsilon();
+
+ eT det_val = eT(0);
+
+ if(N == 2) { det_val = op_det::apply_tiny_2x2(A); }
+ if(N == 3) { det_val = op_det::apply_tiny_3x3(A); }
+
+ const T abs_det_val = std::abs(det_val);
+
+ if((abs_det_val > det_min) && (abs_det_val < det_max)) { out_val = det_val; return true; }
+
+ // fallthrough if det_val is suspect
+ }
+
+ if(A.is_diagmat()) { out_val = op_det::apply_diagmat(A); return true; }
+
+ const bool is_triu = trimat_helper::is_triu(A);
+ const bool is_tril = is_triu ? false : trimat_helper::is_tril(A);
+
+ if(is_triu || is_tril) { out_val = op_det::apply_trimat(A); return true; }
+
+ return auxlib::det(out_val, A);
+ }
+
+
+
+template<typename T1>
+inline
+typename T1::elem_type
+op_det::apply_diagmat(const Base<typename T1::elem_type,T1>& expr)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+
+ const diagmat_proxy<T1> A(expr.get_ref());
+
+ arma_debug_check( (A.n_rows != A.n_cols), "det(): given matrix must be square sized" );
+
+ const uword N = (std::min)(A.n_rows, A.n_cols);
+
+ eT val = eT(1);
+
+ for(uword i=0; i<N; ++i) { val *= A[i]; }
+
+ return val;
+ }
+
+
+
+template<typename T1>
+inline
+typename T1::elem_type
+op_det::apply_trimat(const Base<typename T1::elem_type,T1>& expr)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+
+ const Proxy<T1> P(expr.get_ref());
+
+ const uword N = P.get_n_rows();
+
+ arma_debug_check( (N != P.get_n_cols()), "det(): given matrix must be square sized" );
+
+ eT val = eT(1);
+
+ for(uword i=0; i<N; ++i) { val *= P.at(i,i); }
+
+ return val;
+ }
+
+
+
+template<typename eT>
+inline
+eT
+op_det::apply_tiny_2x2(const Mat<eT>& X)
+ {
+ arma_extra_debug_sigprint();
+
+ const eT* Xm = X.memptr();
+
+ return ( Xm[pos<0,0>::n2]*Xm[pos<1,1>::n2] - Xm[pos<0,1>::n2]*Xm[pos<1,0>::n2] );
+ }
+
+
+
+template<typename eT>
+inline
+eT
+op_det::apply_tiny_3x3(const Mat<eT>& X)
+ {
+ arma_extra_debug_sigprint();
+
+ const eT* Xm = X.memptr();
+
+ // const double tmp1 = X.at(0,0) * X.at(1,1) * X.at(2,2);
+ // const double tmp2 = X.at(0,1) * X.at(1,2) * X.at(2,0);
+ // const double tmp3 = X.at(0,2) * X.at(1,0) * X.at(2,1);
+ // const double tmp4 = X.at(2,0) * X.at(1,1) * X.at(0,2);
+ // const double tmp5 = X.at(2,1) * X.at(1,2) * X.at(0,0);
+ // const double tmp6 = X.at(2,2) * X.at(1,0) * X.at(0,1);
+ // return (tmp1+tmp2+tmp3) - (tmp4+tmp5+tmp6);
+
+ const eT val1 = Xm[pos<0,0>::n3]*(Xm[pos<2,2>::n3]*Xm[pos<1,1>::n3] - Xm[pos<2,1>::n3]*Xm[pos<1,2>::n3]);
+ const eT val2 = Xm[pos<1,0>::n3]*(Xm[pos<2,2>::n3]*Xm[pos<0,1>::n3] - Xm[pos<2,1>::n3]*Xm[pos<0,2>::n3]);
+ const eT val3 = Xm[pos<2,0>::n3]*(Xm[pos<1,2>::n3]*Xm[pos<0,1>::n3] - Xm[pos<1,1>::n3]*Xm[pos<0,2>::n3]);
+
+ return ( val1 - val2 + val3 );
+ }
+
+
+
+//! @}