From eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d Mon Sep 17 00:00:00 2001 From: Nao Pross Date: Mon, 12 Feb 2024 14:52:43 +0100 Subject: Move into version control --- src/armadillo/include/armadillo_bits/fn_qr.hpp | 145 +++++++++++++++++++++++++ 1 file changed, 145 insertions(+) create mode 100644 src/armadillo/include/armadillo_bits/fn_qr.hpp (limited to 'src/armadillo/include/armadillo_bits/fn_qr.hpp') diff --git a/src/armadillo/include/armadillo_bits/fn_qr.hpp b/src/armadillo/include/armadillo_bits/fn_qr.hpp new file mode 100644 index 0000000..3d49a1b --- /dev/null +++ b/src/armadillo/include/armadillo_bits/fn_qr.hpp @@ -0,0 +1,145 @@ +// 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 fn_qr +//! @{ + + + +//! QR decomposition +template +inline +bool +qr + ( + Mat& Q, + Mat& R, + const Base& X, + const typename arma_blas_type_only::result* junk = nullptr + ) + { + arma_extra_debug_sigprint(); + arma_ignore(junk); + + arma_debug_check( (&Q == &R), "qr(): Q and R are the same object" ); + + const bool status = auxlib::qr(Q, R, X); + + if(status == false) + { + Q.soft_reset(); + R.soft_reset(); + arma_debug_warn_level(3, "qr(): decomposition failed"); + } + + return status; + } + + + +//! economical QR decomposition +template +inline +bool +qr_econ + ( + Mat& Q, + Mat& R, + const Base& X, + const typename arma_blas_type_only::result* junk = nullptr + ) + { + arma_extra_debug_sigprint(); + arma_ignore(junk); + + arma_debug_check( (&Q == &R), "qr_econ(): Q and R are the same object" ); + + const bool status = auxlib::qr_econ(Q, R, X); + + if(status == false) + { + Q.soft_reset(); + R.soft_reset(); + arma_debug_warn_level(3, "qr_econ(): decomposition failed"); + } + + return status; + } + + + +//! QR decomposition with pivoting +template +inline +typename enable_if2< is_supported_blas_type::value, bool >::result +qr + ( + Mat& Q, + Mat& R, + Mat& P, + const Base& X, + const char* P_mode = "matrix" + ) + { + arma_extra_debug_sigprint(); + + arma_debug_check( (&Q == &R), "qr(): Q and R are the same object" ); + + const char sig = (P_mode != nullptr) ? P_mode[0] : char(0); + + arma_debug_check( ((sig != 'm') && (sig != 'v')), "qr(): argument 'P_mode' must be \"vector\" or \"matrix\"" ); + + bool status = false; + + if(sig == 'v') + { + status = auxlib::qr_pivot(Q, R, P, X); + } + else + if(sig == 'm') + { + Mat P_vec; + + status = auxlib::qr_pivot(Q, R, P_vec, X); + + if(status) + { + // construct P + + const uword N = P_vec.n_rows; + + P.zeros(N,N); + + for(uword row=0; row < N; ++row) { P.at(P_vec[row], row) = uword(1); } + } + } + + if(status == false) + { + Q.soft_reset(); + R.soft_reset(); + P.soft_reset(); + arma_debug_warn_level(3, "qr(): decomposition failed"); + } + + return status; + } + + + +//! @} -- cgit v1.2.1