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48 lines
2.0 KiB
48 lines
2.0 KiB
// This file is part of Eigen, a lightweight C++ template library |
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// for linear algebra. |
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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 http://mozilla.org/MPL/2.0/. |
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#ifndef EIGEN_ITERATIVELINEARSOLVERS_MODULE_H |
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#define EIGEN_ITERATIVELINEARSOLVERS_MODULE_H |
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#include "SparseCore" |
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#include "OrderingMethods" |
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#include "src/Core/util/DisableStupidWarnings.h" |
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/** |
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* \defgroup IterativeLinearSolvers_Module IterativeLinearSolvers module |
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* |
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* This module currently provides iterative methods to solve problems of the form \c A \c x = \c b, where \c A is a squared matrix, usually very large and sparse. |
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* Those solvers are accessible via the following classes: |
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* - ConjugateGradient for selfadjoint (hermitian) matrices, |
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* - LeastSquaresConjugateGradient for rectangular least-square problems, |
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* - BiCGSTAB for general square matrices. |
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* |
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* These iterative solvers are associated with some preconditioners: |
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* - IdentityPreconditioner - not really useful |
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* - DiagonalPreconditioner - also called Jacobi preconditioner, work very well on diagonal dominant matrices. |
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* - IncompleteLUT - incomplete LU factorization with dual thresholding |
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* |
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* Such problems can also be solved using the direct sparse decomposition modules: SparseCholesky, CholmodSupport, UmfPackSupport, SuperLUSupport. |
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* |
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\code |
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#include <Eigen/IterativeLinearSolvers> |
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\endcode |
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*/ |
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#include "src/IterativeLinearSolvers/SolveWithGuess.h" |
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#include "src/IterativeLinearSolvers/IterativeSolverBase.h" |
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#include "src/IterativeLinearSolvers/BasicPreconditioners.h" |
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#include "src/IterativeLinearSolvers/ConjugateGradient.h" |
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#include "src/IterativeLinearSolvers/LeastSquareConjugateGradient.h" |
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#include "src/IterativeLinearSolvers/BiCGSTAB.h" |
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#include "src/IterativeLinearSolvers/IncompleteLUT.h" |
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#include "src/IterativeLinearSolvers/IncompleteCholesky.h" |
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#include "src/Core/util/ReenableStupidWarnings.h" |
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#endif // EIGEN_ITERATIVELINEARSOLVERS_MODULE_H
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