75 lines
2.2 KiB
C++
75 lines
2.2 KiB
C++
// Copyright (C) 2016-2019 Yixuan Qiu <yixuan.qiu@cos.name>
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//
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// This Source Code Form is subject to the terms of the Mozilla
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// Public License v. 2.0. If a copy of the MPL was not distributed
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// with this file, You can obtain one at https://mozilla.org/MPL/2.0/.
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#ifndef SPARSE_GEN_MAT_PROD_H
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#define SPARSE_GEN_MAT_PROD_H
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#include <Eigen/Core>
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#include <Eigen/SparseCore>
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namespace Spectra {
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///
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/// \ingroup MatOp
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///
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/// This class defines the matrix-vector multiplication operation on a
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/// sparse real matrix \f$A\f$, i.e., calculating \f$y=Ax\f$ for any vector
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/// \f$x\f$. It is mainly used in the GenEigsSolver and SymEigsSolver
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/// eigen solvers.
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///
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template <typename Scalar, int Flags = 0, typename StorageIndex = int>
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class SparseGenMatProd
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{
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private:
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typedef Eigen::Index Index;
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typedef Eigen::Matrix<Scalar, Eigen::Dynamic, 1> Vector;
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typedef Eigen::Map<const Vector> MapConstVec;
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typedef Eigen::Map<Vector> MapVec;
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typedef Eigen::SparseMatrix<Scalar, Flags, StorageIndex> SparseMatrix;
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typedef const Eigen::Ref<const SparseMatrix> ConstGenericSparseMatrix;
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ConstGenericSparseMatrix m_mat;
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public:
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///
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/// Constructor to create the matrix operation object.
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///
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/// \param mat An **Eigen** sparse matrix object, whose type can be
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/// `Eigen::SparseMatrix<Scalar, ...>` or its mapped version
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/// `Eigen::Map<Eigen::SparseMatrix<Scalar, ...> >`.
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///
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SparseGenMatProd(ConstGenericSparseMatrix& mat) :
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m_mat(mat)
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{}
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///
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/// Return the number of rows of the underlying matrix.
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///
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Index rows() const { return m_mat.rows(); }
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///
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/// Return the number of columns of the underlying matrix.
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///
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Index cols() const { return m_mat.cols(); }
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///
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/// Perform the matrix-vector multiplication operation \f$y=Ax\f$.
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///
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/// \param x_in Pointer to the \f$x\f$ vector.
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/// \param y_out Pointer to the \f$y\f$ vector.
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///
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// y_out = A * x_in
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void perform_op(const Scalar* x_in, Scalar* y_out) const
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{
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MapConstVec x(x_in, m_mat.cols());
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MapVec y(y_out, m_mat.rows());
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y.noalias() = m_mat * x;
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}
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};
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} // namespace Spectra
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#endif // SPARSE_GEN_MAT_PROD_H
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