gauss_seidel.h

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/*
 *  Copyright 2008-2014 NVIDIA Corporation
 *
 *  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.
 */
 
#pragma once
 
#include <cusp/detail/config.h>
#include <cusp/linear_operator.h>
 
namespace cusp
{
namespace relaxation
{
 
/* \cond */
typedef enum
{
    FORWARD,
    BACKWARD,
    SYMMETRIC
} sweep;
/* \endcond */
 
template <typename ValueType, typename MemorySpace>
class gauss_seidel : public cusp::linear_operator<ValueType, MemorySpace>
{
public:
 
    /* \cond */
    cusp::array1d<int,MemorySpace> ordering;
    cusp::array1d<int,cusp::host_memory> color_offsets;
    cusp::array1d<ValueType,MemorySpace> diagonal;
    sweep default_direction;
    /* \endcond */
 
    gauss_seidel(void) : default_direction(SYMMETRIC) {}
 
    template <typename MatrixType>
    gauss_seidel(const MatrixType& A, sweep default_direction=SYMMETRIC,
                 thrust::detail::enable_if_convertible_t<typename MatrixType::format,cusp::csr_format>* = 0);
 
    template<typename MemorySpace2>
    gauss_seidel(const gauss_seidel<ValueType,MemorySpace2>& A)
        : ordering(A.ordering), color_offsets(A.color_offsets), default_direction(A.default_direction) {}
 
    template <typename MatrixType, typename VectorType1, typename VectorType2>
    void operator()(const MatrixType& A, const VectorType1& b, VectorType2& x);
 
    template <typename MatrixType, typename VectorType1, typename VectorType2>
    void operator()(const MatrixType& A, const VectorType1& b, VectorType2& x, sweep direction);
};
} // end namespace relaxation
} // end namespace cusp
 
#include <cusp/relaxation/detail/gauss_seidel.inl>