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- // 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.
- // ------------------------------------------------------------------------
- namespace newarp
- {
- template<typename eT>
- inline
- TridiagEigen<eT>::TridiagEigen()
- : n(0)
- , computed(false)
- {
- arma_extra_debug_sigprint();
- }
- template<typename eT>
- inline
- TridiagEigen<eT>::TridiagEigen(const Mat<eT>& mat_obj)
- : n(mat_obj.n_rows)
- , computed(false)
- {
- arma_extra_debug_sigprint();
-
- compute(mat_obj);
- }
- template<typename eT>
- inline
- void
- TridiagEigen<eT>::compute(const Mat<eT>& mat_obj)
- {
- arma_extra_debug_sigprint();
-
- arma_debug_check( (mat_obj.is_square() == false), "newarp::TridiagEigen::compute(): matrix must be square" );
-
- n = blas_int(mat_obj.n_rows);
-
- main_diag = mat_obj.diag();
- sub_diag = mat_obj.diag(-1);
-
- evecs.set_size(n, n);
-
- char compz = 'I';
- blas_int lwork = blas_int(-1);
- eT lwork_opt = eT(0);
-
- blas_int liwork = blas_int(-1);
- blas_int liwork_opt = blas_int(0);
- blas_int info = blas_int(0);
-
- // query for lwork and liwork
- lapack::stedc(&compz, &n, main_diag.memptr(), sub_diag.memptr(), evecs.memptr(), &n, &lwork_opt, &lwork, &liwork_opt, &liwork, &info);
-
- if(info == 0)
- {
- lwork = blas_int(lwork_opt);
- liwork = liwork_opt;
- }
- else
- {
- lwork = 1 + 4 * n + n * n;
- liwork = 3 + 5 * n;
- }
-
- info = blas_int(0);
-
- podarray<eT> work(static_cast<uword>(lwork) );
- podarray<blas_int> iwork(static_cast<uword>(liwork));
-
- lapack::stedc(&compz, &n, main_diag.memptr(), sub_diag.memptr(), evecs.memptr(), &n, work.memptr(), &lwork, iwork.memptr(), &liwork, &info);
-
- if(info < 0) { arma_stop_logic_error("lapack::stedc(): illegal value"); return; }
-
- if(info > 0) { arma_stop_runtime_error("lapack::stedc(): failed to compute all eigenvalues"); return; }
-
- computed = true;
- }
- template<typename eT>
- inline
- Col<eT>
- TridiagEigen<eT>::eigenvalues()
- {
- arma_extra_debug_sigprint();
-
- arma_debug_check( (computed == false), "newarp::TridiagEigen::eigenvalues(): need to call compute() first" );
- // After calling compute(), main_diag will contain the eigenvalues.
- return main_diag;
- }
- template<typename eT>
- inline
- Mat<eT>
- TridiagEigen<eT>::eigenvectors()
- {
- arma_extra_debug_sigprint();
-
- arma_debug_check( (computed == false), "newarp::TridiagEigen::eigenvectors(): need to call compute() first" );
- return evecs;
- }
- } // namespace newarp
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