/*---------------------------------------------------------------------------*\ ========= | \\ / F ield | OpenFOAM: The Open Source CFD Toolbox \\ / O peration | Website: https://openfoam.org \\ / A nd | Copyright (C) 2011-2025 OpenFOAM Foundation \\/ M anipulation | ------------------------------------------------------------------------------- License This file is part of OpenFOAM. OpenFOAM is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. OpenFOAM is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with OpenFOAM. If not, see . \*---------------------------------------------------------------------------*/ #include "scalarMatrices.H" #include "LUscalarMatrix.H" #include "LLTMatrix.H" #include "QRMatrix.H" #include "eigendecomposition.H" using namespace Foam; // * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * // // Main program: int main(int argc, char *argv[]) { { SquareMatrix hmm { {-3.0, 10.0, -4.0}, {2.0, 3.0, 10.0}, {2.0, 6.0, 1.0} }; Info<< max(hmm) << endl; Info<< min(hmm) << endl; SquareMatrix hmm2(3, I); hmm = hmm2; Info<< hmm << endl; SquareMatrix hmm4; hmm4 = hmm2; Info<< hmm4 << endl; SquareMatrix hmm5; hmm4 = hmm5; Info<< hmm5 << endl; } { RectangularMatrix rm1(5, 6, 3.1); rm1(0, 1) = 4.5; RectangularMatrix rm1b(rm1.block(2, 2, 0, 0)); Info<< "rm1b = " << rm1b << endl; } { scalarSymmetricSquareMatrix symmMatrix { 4, 0, 0, 12, 37, 0, -16, -43, 98 }; Info<< "Symmetric Square Matrix = " << symmMatrix << endl; Info<< "Inverse = " << inv(symmMatrix) << endl; Info<< "Determinant = " << det(symmMatrix) << endl; scalarSymmetricSquareMatrix symmMatrix2(symmMatrix); LUDecompose(symmMatrix2); Info<< "Inverse = " << invDecomposed(symmMatrix2) << endl; Info<< "Determinant = " << detDecomposed(symmMatrix2) << endl; scalarDiagonalMatrix rhs{1, 2, 3}; LUsolve(symmMatrix, rhs); Info<< "Decomposition = " << symmMatrix << endl; Info<< "Solution = " << rhs << endl; } scalarSquareMatrix squareMatrix{4, 12, -16, 12, 37, -43, -16, -43, 98}; Info<< nl << "Square Matrix = " << squareMatrix << endl; const scalarField source(3, 1); { { scalarSquareMatrix sm(squareMatrix); Info<< "det = " << det(sm) << endl; } scalarSquareMatrix sm(squareMatrix); labelList rhs(3, 0); label sign; LUDecompose(sm, rhs, sign); Info<< "Decomposition = " << sm << endl; Info<< "Pivots = " << rhs << endl; Info<< "Sign = " << sign << endl; Info<< "det = " << detDecomposed(sm, sign) << endl; } { LUscalarMatrix LU(squareMatrix); scalarField x(LU.solve(source)); Info<< "LU solve residual " << (squareMatrix*x - source) << endl; scalarSquareMatrix inv(3); LU.inv(inv); Info<< "LU inv " << inv << endl; Info<< "LU inv*squareMatrix " << (inv*squareMatrix) << endl; } { LLTMatrix LLT(squareMatrix); scalarField x(LLT.solve(source)); Info<< "LLT solve residual " << (squareMatrix*x - source) << endl; } { QRMatrix QR(squareMatrix); scalarField x(QR.solve(source)); Info<< "QR solve residual " << (squareMatrix*x - source) << endl; Info<< "QR inverse solve residual " << (x - QR.inv()*source) << endl; Info<< "QR inv *squareMatrix " << (QR.inv()*squareMatrix) << endl; } { scalarSquareMatrix A{1, 0, -4, 0, 5, 4, -4, 4, 3}; eigendecomposition eigen(A); Info<< "matrix " << A << endl; Info<< "eigenvalues " << eigen.d() << endl; Info<< "eigenvectors " << eigen.V().T() << endl; } Info<< "\nEnd\n" << endl; return 0; } // ************************************************************************* //