| // This file is part of Eigen, a lightweight C++ template library |
| // for linear algebra. |
| // |
| // This Source Code Form is subject to the terms of the Mozilla |
| // Public License v. 2.0. If a copy of the MPL was not distributed |
| // with this file, You can obtain one at http://mozilla.org/MPL/2.0/. |
| |
| #ifndef EIGEN_ITERATIVELINEARSOLVERS_MODULE_H |
| #define EIGEN_ITERATIVELINEARSOLVERS_MODULE_H |
| |
| #include "SparseCore" |
| #include "OrderingMethods" |
| |
| #include "src/Core/util/DisableStupidWarnings.h" |
| |
| /** |
| * \defgroup IterativeLinearSolvers_Module IterativeLinearSolvers module |
| * |
| * 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. |
| * Those solvers are accessible via the following classes: |
| * - ConjugateGradient for selfadjoint (hermitian) matrices, |
| * - LeastSquaresConjugateGradient for rectangular least-square problems, |
| * - BiCGSTAB for general square matrices. |
| * |
| * These iterative solvers are associated with some preconditioners: |
| * - IdentityPreconditioner - not really useful |
| * - DiagonalPreconditioner - also called Jacobi preconditioner, work very well on diagonal dominant matrices. |
| * - IncompleteLUT - incomplete LU factorization with dual thresholding |
| * |
| * Such problems can also be solved using the direct sparse decomposition modules: SparseCholesky, CholmodSupport, UmfPackSupport, SuperLUSupport, AccelerateSupport. |
| * |
| \code |
| #include <Eigen/IterativeLinearSolvers> |
| \endcode |
| */ |
| |
| #include "src/IterativeLinearSolvers/SolveWithGuess.h" |
| #include "src/IterativeLinearSolvers/IterativeSolverBase.h" |
| #include "src/IterativeLinearSolvers/BasicPreconditioners.h" |
| #include "src/IterativeLinearSolvers/ConjugateGradient.h" |
| #include "src/IterativeLinearSolvers/LeastSquareConjugateGradient.h" |
| #include "src/IterativeLinearSolvers/BiCGSTAB.h" |
| #include "src/IterativeLinearSolvers/IncompleteLUT.h" |
| #include "src/IterativeLinearSolvers/IncompleteCholesky.h" |
| |
| #include "src/Core/util/ReenableStupidWarnings.h" |
| |
| #endif // EIGEN_ITERATIVELINEARSOLVERS_MODULE_H |