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/* | ||
* ------------------------------------------------------------------------------------------------------------ | ||
* SPDX-License-Identifier: LGPL-2.1-only | ||
* | ||
* Copyright (c) 2016-2024 Lawrence Livermore National Security LLC | ||
* Copyright (c) 2018-2024 Total, S.A | ||
* Copyright (c) 2018-2024 The Board of Trustees of the Leland Stanford Junior University | ||
* Copyright (c) 2018-2024 Chevron | ||
* Copyright (c) 2019- GEOS/GEOSX Contributors | ||
* All rights reserved | ||
* | ||
* See top level LICENSE, COPYRIGHT, CONTRIBUTORS, NOTICE, and ACKNOWLEDGEMENTS files for details. | ||
* ------------------------------------------------------------------------------------------------------------ | ||
*/ | ||
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/** | ||
* @file denseLASolvers.hpp | ||
*/ | ||
#ifndef GEOS_DENSELINEARALGEBRA_DENSELASOLVERS_HPP_ | ||
#define GEOS_DENSELINEARALGEBRA_DENSELASOLVERS_HPP_ | ||
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#include "common/DataTypes.hpp" | ||
#include "denseLinearAlgebra/common/layouts.hpp" | ||
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#include <complex> | ||
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namespace geos | ||
{ | ||
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namespace denseLinearAlgebra | ||
{ | ||
/** | ||
* @brief Solves a 2x2 linear system A * x = b. | ||
* | ||
* This function solves a linear system of the form A * x = b, where A is a 2x2 matrix, | ||
* b is a 2x1 vector, and x is the solution vector. The function checks the sizes | ||
* of the inputs to ensure they conform to the expected dimensions. It also checks that | ||
* the determinant of matrix A is not near zero to avoid solving a singular system. | ||
* | ||
* @tparam MATRIX_TYPE The type of the matrix A. Must support indexing with `A[i][j]`. | ||
* @tparam RHS_TYPE The type of the right-hand side vector b. Must support indexing with `b[i]`. | ||
* @tparam SOL_TYPE The type of the solution vector x. Must support indexing with `x[i]`. | ||
* | ||
* @param[in] A The 2x2 matrix representing the system of equations. Must have size 2x2. | ||
* @param[in] b The 2-element vector representing the right-hand side of the equation. | ||
* @param[out] x The 2-element vector that will store the solution to the system. | ||
*/ | ||
template< typename MATRIX_TYPE, | ||
typename RHS_TYPE, | ||
typename SOL_TYPE > | ||
GEOS_HOST_DEVICE | ||
inline | ||
void solveTwoByTwoSystem( MATRIX_TYPE const & A, RHS_TYPE const & b, SOL_TYPE && x) | ||
{ | ||
LvArray::tensorOps::internal::checkSizes< 2, 2 >( A ); | ||
LvArray::tensorOps::internal::checkSizes< 2 >( b ); | ||
LvArray::tensorOps::internal::checkSizes< 2 >( x ); | ||
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real64 const detA = A[0][0] * A[1][1] - A[0][1] * A[1][0]; | ||
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GEOS_ERROR_IF_LT_MSG( LvArray::math::abs(detA), LvArray::NumericLimits< real64 >::epsilon;, "Singular system." ); | ||
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real64 const A_inv[2][2] = { { A[1][1] / detA, -A[0][1] / detA }, | ||
{ -A[1][0] / detA, A[0][0] / detA } }; | ||
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x[0] = A_inv[0][0] * b[0] + A_inv[0][1] * b[1]; | ||
x[1] = A_inv[1][0] * b[0] + A_inv[1][1] * b[1]; | ||
} | ||
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}; | ||
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}; | ||
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#endif /*GEOS_DENSELINEARALGEBRA_DENSELASOLVERS_HPP_*/ |