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Diffstat (limited to 'src/armadillo/include/armadillo_bits/newarp_TridiagEigen_bones.hpp')
-rw-r--r-- | src/armadillo/include/armadillo_bits/newarp_TridiagEigen_bones.hpp | 58 |
1 files changed, 58 insertions, 0 deletions
diff --git a/src/armadillo/include/armadillo_bits/newarp_TridiagEigen_bones.hpp b/src/armadillo/include/armadillo_bits/newarp_TridiagEigen_bones.hpp new file mode 100644 index 0000000..9664a3c --- /dev/null +++ b/src/armadillo/include/armadillo_bits/newarp_TridiagEigen_bones.hpp @@ -0,0 +1,58 @@ +// 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. +// ------------------------------------------------------------------------ + + +namespace newarp +{ + + +//! Calculate the eigenvalues and eigenvectors of a symmetric tridiagonal matrix. +//! This class is a wrapper of the Lapack functions `_steqr`. +template<typename eT> +class TridiagEigen + { + private: + + blas_int n; + Col<eT> main_diag; // Main diagonal elements of the matrix + Col<eT> sub_diag; // Sub-diagonal elements of the matrix + Mat<eT> evecs; // To store eigenvectors + bool computed; + + + public: + + //! Default constructor. Computation can + //! be performed later by calling the compute() method. + inline TridiagEigen(); + + //! Constructor to create an object that calculates the eigenvalues + //! and eigenvectors of a symmetric tridiagonal matrix `mat_obj`. + inline TridiagEigen(const Mat<eT>& mat_obj); + + //! Compute the eigenvalue decomposition of a symmetric tridiagonal matrix. + inline void compute(const Mat<eT>& mat_obj); + + //! Retrieve the eigenvalues. + inline Col<eT> eigenvalues(); + + //! Retrieve the eigenvectors. + inline Mat<eT> eigenvectors(); + }; + + +} // namespace newarp |