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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_rcond_meat.hpp
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Move into version control
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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_rcond
+//! @{
+
+
+
+template<typename T1>
+inline
+typename T1::pod_type
+op_rcond::apply(const Base<typename T1::elem_type, T1>& X)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+ typedef typename T1::pod_type T;
+
+ if(strip_trimat<T1>::do_trimat)
+ {
+ const strip_trimat<T1> S(X.get_ref());
+
+ const quasi_unwrap<typename strip_trimat<T1>::stored_type> U(S.M);
+
+ arma_debug_check( (U.M.is_square() == false), "rcond(): matrix must be square sized" );
+
+ const uword layout = (S.do_triu) ? uword(0) : uword(1);
+
+ return auxlib::rcond_trimat(U.M, layout);
+ }
+
+ Mat<eT> A = X.get_ref();
+
+ arma_debug_check( (A.is_square() == false), "rcond(): matrix must be square sized" );
+
+ if(A.is_empty()) { return Datum<T>::inf; }
+
+ if(is_op_diagmat<T1>::value || A.is_diagmat())
+ {
+ arma_extra_debug_print("op_rcond::apply(): detected diagonal matrix");
+
+ const eT* colmem = A.memptr();
+ const uword N = A.n_rows;
+
+ T abs_min = Datum<T>::inf;
+ T abs_max = T(0);
+
+ for(uword i=0; i<N; ++i)
+ {
+ const T abs_val = std::abs(colmem[i]);
+
+ abs_min = (abs_val < abs_min) ? abs_val : abs_min;
+ abs_max = (abs_val > abs_max) ? abs_val : abs_max;
+
+ colmem += N;
+ }
+
+ if((abs_min == T(0)) || (abs_max == T(0))) { return T(0); }
+
+ return T(abs_min / abs_max);
+ }
+
+ 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)
+ {
+ const uword layout = (is_triu) ? uword(0) : uword(1);
+
+ return auxlib::rcond_trimat(A, layout);
+ }
+
+ const bool try_sympd = arma_config::optimise_sym && (auxlib::crippled_lapack(A) ? false : sym_helper::guess_sympd(A));
+
+ if(try_sympd)
+ {
+ arma_extra_debug_print("op_rcond::apply(): attempting sympd optimisation");
+
+ bool calc_ok = false;
+
+ const T out_val = auxlib::rcond_sympd(A, calc_ok);
+
+ if(calc_ok) { return out_val; }
+
+ arma_extra_debug_print("op_rcond::apply(): sympd optimisation failed");
+
+ // auxlib::rcond_sympd() may have failed because A isn't really sympd
+ // restore A, as auxlib::rcond_sympd() may have destroyed it
+ A = X.get_ref();
+ // fallthrough to the next return statement
+ }
+
+ return auxlib::rcond(A);
+ }
+
+
+
+//! @}