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mfem/linalg/complex_operator.hpp
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2020-03-09 15:36:41 -07:00

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// Copyright (c) 2010-2020, Lawrence Livermore National Security, LLC. Produced
// at the Lawrence Livermore National Laboratory. All Rights reserved. See files
// LICENSE and NOTICE for details. LLNL-CODE-806117.
//
// This file is part of the MFEM library. For more information and source code
// availability visit https://mfem.org.
//
// MFEM is free software; you can redistribute it and/or modify it under the
// terms of the BSD-3 license. We welcome feedback and contributions, see file
// CONTRIBUTING.md for details.
#ifndef MFEM_COMPLEX_OPERATOR
#define MFEM_COMPLEX_OPERATOR
#include "operator.hpp"
#include "sparsemat.hpp"
#ifdef MFEM_USE_MPI
#include "hypre.hpp"
#endif
namespace mfem
{
/** @brief Mimic the action of a complex operator using two real operators.
This operator requires vectors that are twice the length of its internally
stored real operators, Op_Real and Op_Imag. It is assumed that these vectors
store the real part of the vector first followed by its imaginary part.
ComplexOperator allows one to choose a convention upon construction, which
facilitates symmetry.
If we let (y_r + i y_i) = (Op_r + i Op_i)(x_r + i x_i) then Matrix-vector
products are computed as:
1. When Convention::HERMITIAN is used (default)
/ y_r \ / Op_r -Op_i \ / x_r \
| | = | | | |
\ y_i / \ Op_i Op_r / \ x_i /
2. When Convention::BLOCK_SYMMETRIC is used
/ y_r \ / Op_r -Op_i \ / x_r \
| | = | | | |
\-y_i / \-Op_i -Op_r / \ x_i /
In other words, Matrix-vector products with Convention::BLOCK_SYMMETRIC
compute the complex conjugate of Op*x.
Either convention can be used with a given complex operator, however, each
of them may be best suited for different classes of problems. For example:
1. Convention::HERMITIAN, is well suited for Hermitian operators, i.e.,
operators where the real part is symmetric and the imaginary part of the
operator is anti-symmetric, hence the name. In such cases the resulting 2
x 2 operator will be symmetric.
2. Convention::BLOCK_SYMMETRIC, is well suited for operators where both the
real and imaginary parts are symmetric. In this case the resulting 2 x 2
operator will also be symmetric. Such operators are common when studying
damped oscillations, for example.
Note: this class cannot be used to represent a general nonlinear complex
operator.
*/
class ComplexOperator : public Operator
{
public:
enum Convention
{
HERMITIAN, ///< Native convention for Hermitian operators
BLOCK_SYMMETRIC ///< Alternate convention for damping operators
};
/** @brief Constructs complex operator object
Note that either @p Op_Real or @p Op_Imag can be NULL, thus eliminating
their action (see documentation of the class for more details).
In case ownership of the passed operator is transferred to this class
through @p ownReal and @p ownImag, the operators will be explicitly
destroyed at the end of the life of this object.
*/
ComplexOperator(Operator * Op_Real, Operator * Op_Imag,
bool ownReal, bool ownImag,
Convention convention = HERMITIAN);
virtual ~ComplexOperator();
/** @brief Check for existence of real or imaginary part of the operator
These methods do not check that the operators are non-zero but only that
the operators have been set.
*/
bool hasRealPart() const { return Op_Real_ != NULL; }
bool hasImagPart() const { return Op_Imag_ != NULL; }
/** @brief Real or imaginary part accessor methods
The following accessor methods should only be called if the requested
part of the opertor is known to exist. This can be checked with
hasRealPart() or hasImagPart().
*/
virtual Operator & real();
virtual Operator & imag();
virtual const Operator & real() const;
virtual const Operator & imag() const;
virtual void Mult(const Vector &x, Vector &y) const;
virtual void MultTranspose(const Vector &x, Vector &y) const;
virtual Type GetType() const { return Complex_Operator; }
protected:
// Let this be hidden from the public interface since the implementation
// depends on internal members
void Mult(const Vector &x_r, const Vector &x_i,
Vector &y_r, Vector &y_i) const;
void MultTranspose(const Vector &x_r, const Vector &x_i,
Vector &y_r, Vector &y_i) const;
protected:
Operator * Op_Real_;
Operator * Op_Imag_;
bool ownReal_;
bool ownImag_;
Convention convention_;
mutable Vector x_r_, x_i_, y_r_, y_i_;
mutable Vector *u_, *v_;
};
/** @brief Specialization of the ComplexOperator built from a pair of Sparse
Matrices.
The purpose of this specialization is to construct a single SparseMatrix
object which is equivalent to the 2x2 block system that the ComplexOperator
mimics. The resulting SparseMatrix can then be passed along to solvers which
require access to the CSR matrix data such as SuperLU, STRUMPACK, or similar
sparse linear solvers.
See ComplexOperator documentation above for more information.
*/
class ComplexSparseMatrix : public ComplexOperator
{
public:
ComplexSparseMatrix(SparseMatrix * A_Real, SparseMatrix * A_Imag,
bool ownReal, bool ownImag,
Convention convention = HERMITIAN)
: ComplexOperator(A_Real, A_Imag, ownReal, ownImag, convention)
{}
virtual SparseMatrix & real();
virtual SparseMatrix & imag();
virtual const SparseMatrix & real() const;
virtual const SparseMatrix & imag() const;
/** Combine the blocks making up this complex operator into a single
SparseMatrix. The resulting matrix can be passed to solvers which require
access to the matrix entries themselves, such as sparse direct solvers,
rather than simply the action of the opertor. Note that this combined
operator requires roughly twice the memory of the block structured
operator. */
SparseMatrix * GetSystemMatrix() const;
virtual Type GetType() const { return MFEM_ComplexSparseMat; }
};
#ifdef MFEM_USE_MPI
/** @brief Specialization of the ComplexOperator built from a pair of
HypreParMatrices.
The purpose of this specialization is to construct a single HypreParMatrix
object which is equivalent to the 2x2 block system that the ComplexOperator
mimics. The resulting HypreParMatrix can then be passed along to solvers
which require access to the CSR matrix data such as SuperLU, STRUMPACK, or
similar sparse linear solvers.
See ComplexOperator documentation above for more information.
*/
class ComplexHypreParMatrix : public ComplexOperator
{
public:
ComplexHypreParMatrix(HypreParMatrix * A_Real, HypreParMatrix * A_Imag,
bool ownReal, bool ownImag,
Convention convention = HERMITIAN);
virtual HypreParMatrix & real();
virtual HypreParMatrix & imag();
virtual const HypreParMatrix & real() const;
virtual const HypreParMatrix & imag() const;
/** Combine the blocks making up this complex operator into a single
HypreParMatrix. The resulting matrix can be passed to solvers which
require access to the matrix entries themselves, such as sparse direct
solvers or Hypre preconditioners, rather than simply the action of the
opertor. Note that this combined operator requires roughly twice the
memory of the block structured operator. */
HypreParMatrix * GetSystemMatrix() const;
virtual Type GetType() const { return Complex_Hypre_ParCSR; }
private:
void getColStartStop(const HypreParMatrix * A_r,
const HypreParMatrix * A_i,
int & num_recv_procs,
HYPRE_Int *& offd_col_start_stop) const;
MPI_Comm comm_;
int myid_;
int nranks_;
};
#endif // MFEM_USE_MPI
}
#endif // MFEM_COMPLEX_OPERATOR