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FDMMGPCGSolver3.hpp
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1// This code is based on Jet framework.
2// Copyright (c) 2018 Doyub Kim
3// CubbyFlow is voxel-based fluid simulation engine for computer games.
4// Copyright (c) 2020 CubbyFlow Team
5// Core Part: Chris Ohk, Junwoo Hwang, Jihong Sin, Seungwoo Yoo
6// AI Part: Dongheon Cho, Minseo Kim
7// We are making my contributions/submissions to this project solely in our
8// personal capacity and are not conveying any rights to any intellectual
9// property of any third parties.
10
11#ifndef CUBBYFLOW_FDM_MGPCG_SOLVER3_HPP
12#define CUBBYFLOW_FDM_MGPCG_SOLVER3_HPP
13
15
16namespace CubbyFlow
17{
28{
29 public:
42 FDMMGPCGSolver3(unsigned int numberOfCGIter, size_t maxNumberOfLevels,
43 unsigned int numberOfRestrictionIter = 5,
44 unsigned int numberOfCorrectionIter = 5,
45 unsigned int numberOfCoarsestIter = 20,
46 unsigned int numberOfFinalIter = 20,
47 double maxTolerance = 1e-9, double sorFactor = 1.5,
48 bool useRedBlackOrdering = false);
49
51 bool Solve(FDMMGLinearSystem3* system) override;
52
54 [[nodiscard]] unsigned int GetMaxNumberOfIterations() const;
55
57 [[nodiscard]] unsigned int GetLastNumberOfIterations() const;
58
60 [[nodiscard]] double GetTolerance() const;
61
63 [[nodiscard]] double GetLastResidual() const;
64
65 private:
66 struct Preconditioner final
67 {
68 void Build(FDMMGLinearSystem3* system, MGParameters<FDMBLAS3> mgParams);
69
70 void Solve(const FDMVector3& b, FDMVector3* x) const;
71
72 FDMMGLinearSystem3* system = nullptr;
74 };
75
76 unsigned int m_maxNumberOfIterations;
77 unsigned int m_lastNumberOfIterations;
78 double m_tolerance;
79 double m_lastResidualNorm;
80
81 FDMVector3 m_r;
82 FDMVector3 m_d;
83 FDMVector3 m_q;
84 FDMVector3 m_s;
85 Preconditioner m_precond;
86};
87
89using FDMMGPCGSolver3Ptr = std::shared_ptr<FDMMGPCGSolver3>;
90} // namespace CubbyFlow
91
92#endif
3-D finite difference-type linear system solver using Multigrid Preconditioned conjugate gradient (MG...
Definition FDMMGPCGSolver3.hpp:28
unsigned int GetLastNumberOfIterations() const
Returns the last number of Jacobi iterations the solver made.
bool Solve(FDMMGLinearSystem3 *system) override
Solves the given linear system.
double GetLastResidual() const
Returns the last residual after the Jacobi iterations.
double GetTolerance() const
Returns the max residual tolerance for the Jacobi method.
FDMMGPCGSolver3(unsigned int numberOfCGIter, size_t maxNumberOfLevels, unsigned int numberOfRestrictionIter=5, unsigned int numberOfCorrectionIter=5, unsigned int numberOfCoarsestIter=20, unsigned int numberOfFinalIter=20, double maxTolerance=1e-9, double sorFactor=1.5, bool useRedBlackOrdering=false)
unsigned int GetMaxNumberOfIterations() const
Returns the max number of Jacobi iterations.
3-D finite difference-type linear system solver using Multigrid.
Definition FDMMGSolver3.hpp:22
Definition Matrix.hpp:30
Definition pybind11Utils.hpp:21
std::shared_ptr< FDMMGPCGSolver3 > FDMMGPCGSolver3Ptr
Shared pointer type for the FDMMGPCGSolver3.
Definition FDMMGPCGSolver3.hpp:89
Matrix< T, Rows, 1 > Vector
Definition Matrix.hpp:738
Multigrid-syle 3-D linear system.
Definition FDMMGLinearSystem3.hpp:27