protected override MsrMatrix ComputeMatrix() { MsrMatrix Matrix = new MsrMatrix(Convection[0].OperatorMatrix); Matrix.Acc(ViscTerm1[0].OperatorMatrix, 1.0); Matrix.Acc(ViscTerm2Term3[Component, Component].AssemblyMatrix, 1.0); return(Matrix); }
protected override MsrMatrix ComputeMatrix() { MsrMatrix Src = m_Src.AssemblyMatrix; MsrMatrix Approx = new MsrMatrix(Src.RowPartitioning, Src.ColPartition); int i0 = Src.RowPartitioning.i0; int LocalLength = Src.RowPartitioning.LocalLength; double BDFfactor; switch (m_SolverConf.Control.Algorithm) { case SolutionAlgorithms.Steady_SIMPLE: BDFfactor = 0.0; break; case SolutionAlgorithms.Unsteady_SIMPLE: int BDFOrder = m_SolverConf.BDFOrder; double dt = m_SolverConf.dt; BDFfactor = m_BDF.beta[BDFOrder - 1][0] / (m_BDF.gamma[BDFOrder - 1] * dt); break; default: throw new ArgumentException(); } switch (m_SolverConf.Control.PredictorApproximation) { case PredictorApproximations.Identity: case PredictorApproximations.Identity_IP1: Approx.AccEyeSp(); Approx.AccEyeSp(BDFfactor); break; case PredictorApproximations.Diagonal: for (int row = 0; row < LocalLength; row++) { double Src_ii = Src[row + i0, row + i0]; double Rho_ii = m_Rho[row + i0, row + i0]; Approx[row + i0, row + i0] = BDFfactor * Rho_ii + Src_ii; } break; case PredictorApproximations.BlockDiagonal: BlockDiagonalMatrix SrcBlock = new BlockDiagonalMatrix(Src, Src.RowPartitioning.LocalLength / m_NoOfCells, Src.ColPartition.LocalLength / m_NoOfCells); Approx.Acc(1.0, SrcBlock); Approx.Acc(BDFfactor, m_Rho); break; default: throw new ArgumentException(); } return(Approx); }
/// <summary> /// /// </summary> /// <returns></returns> protected override MsrMatrix ComputeMatrix() { MsrMatrix CorrectorMatrix = new MsrMatrix(m_IPOperator.OperatorMatrix); switch (m_SolverConf.Control.Algorithm) { case SolutionAlgorithms.Steady_SIMPLE: break; case SolutionAlgorithms.Unsteady_SIMPLE: // gamma * dt / (beta_0 + gamma * dt) double UnsteadyFactor = m_BDF.gamma[m_SolverConf.BDFOrder - 1] * m_SolverConf.dt / (m_BDF.beta[m_SolverConf.BDFOrder - 1][0] + m_BDF.gamma[m_SolverConf.BDFOrder - 1] * m_SolverConf.dt); CorrectorMatrix.Scale(UnsteadyFactor); break; default: throw new NotImplementedException(); } if (m_PressureStabilization != null) { CorrectorMatrix.Acc(-1.0, m_PressureStabilization.OperatorMatrix); } CorrectorMatrix.AssumeSymmetric = true; return(CorrectorMatrix); }
protected override MsrMatrix ComputeMatrix() { MsrMatrix Approx = m_Approx.AssemblyMatrix; MsrMatrix ApproxInv = new MsrMatrix(Approx.RowPartitioning, Approx.ColPartition); switch (m_SolverConf.PredictorApproximation) { case PredictorApproximations.Identity: case PredictorApproximations.Identity_IP1: case PredictorApproximations.Diagonal: int i0 = Approx.RowPartitioning.i0; int LocalLength = Approx.RowPartitioning.LocalLength; for (int row = 0; row < LocalLength; row++) { double Approx_ii = Approx[row + i0, row + i0]; ApproxInv[row + i0, row + i0] = 1.0 / Approx_ii; } break; case PredictorApproximations.BlockDiagonal: BlockDiagonalMatrix ApproxBlock = new BlockDiagonalMatrix(Approx, Approx.RowPartitioning.LocalLength / m_LocalNoOfCells, Approx.ColPartition.LocalLength / m_LocalNoOfCells); BlockDiagonalMatrix ApproxBlockInv = ApproxBlock.Invert(); ApproxInv.Acc(1.0, ApproxBlockInv); break; default: throw new ArgumentException(); } return(ApproxInv); }
/// <summary> /// /// </summary> /// <returns></returns> protected override MsrMatrix ComputeMatrix() { MsrMatrix Matrix = new MsrMatrix(m_Convection.OperatorMatrix); Matrix.Acc(m_Visc.OperatorMatrix, 1.0); return(Matrix); }
protected override void CreateEquationsAndSolvers(GridUpdateDataVaultBase L) { using (FuncTrace tr = new FuncTrace()) { // assemble system, create matrix // ------------------------------ var volQrSch = new CellQuadratureScheme(true, CellMask.GetFullMask(this.GridData)); var edgQrSch = new EdgeQuadratureScheme(true, EdgeMask.GetFullMask(this.GridData)); double D = this.GridData.SpatialDimension; double penalty_base = (T.Basis.Degree + 1) * (T.Basis.Degree + D) / D; double penalty_factor = base.Control.penalty_poisson; { // equation assembly // ----------------- tr.Info("creating sparse system..."); Console.WriteLine("creating sparse system for {0} DOF's ...", T.Mapping.Ntotal); Stopwatch stw = new Stopwatch(); stw.Start(); SpatialOperator LapaceIp = new SpatialOperator(1, 1, QuadOrderFunc.SumOfMaxDegrees(), "T", "T"); var flux = new ipFlux(penalty_base * base.Control.penalty_poisson, this.GridData.Cells.cj, base.Control); LapaceIp.EquationComponents["T"].Add(flux); LapaceIp.Commit(); #if DEBUG var RefLaplaceMtx = new MsrMatrix(T.Mapping); #endif LaplaceMtx = new BlockMsrMatrix(T.Mapping); LaplaceAffine = new double[T.Mapping.LocalLength]; LapaceIp.ComputeMatrixEx(T.Mapping, null, T.Mapping, LaplaceMtx, LaplaceAffine, volQuadScheme: volQrSch, edgeQuadScheme: edgQrSch); #if DEBUG LaplaceAffine.ClearEntries(); LapaceIp.ComputeMatrixEx(T.Mapping, null, T.Mapping, RefLaplaceMtx, LaplaceAffine, volQuadScheme: volQrSch, edgeQuadScheme: edgQrSch); MsrMatrix ErrMtx = RefLaplaceMtx.CloneAs(); ErrMtx.Acc(-1.0, LaplaceMtx); double err = ErrMtx.InfNorm(); double infNrm = LaplaceMtx.InfNorm(); Console.WriteLine("Matrix comparison error: " + err + ", matrix norm is: " + infNrm); Assert.Less(err, infNrm * 1e-10, "MsrMatrix2 comparison failed."); #endif //int q = LaplaceMtx._GetTotalNoOfNonZeros(); //tr.Info("finished: Number of non-zeros: " + q); stw.Stop(); Console.WriteLine("done {0} sec.", stw.Elapsed.TotalSeconds); //double condNo = LaplaceMtx.condest(BatchmodeConnector.Flavor.Octave); //Console.WriteLine("condition number: {0:0.####E-00} ",condNo); } } }
/// <summary> /// /// </summary> /// <returns></returns> protected override MsrMatrix ComputeMatrix() { MsrMatrix Matrix = new MsrMatrix(Convection.OperatorMatrix); Matrix.Acc(HeatConduction.OperatorMatrix, 1.0); return(Matrix); }
protected override double RunSolverOneStep(int TimestepNo, double phystime, double dt) { //phystime = 1.8; LsUpdate(phystime); // operator-matrix assemblieren OperatorMatrix = new BlockMsrMatrix(ProblemMapping); AltOperatorMatrix = new MsrMatrix(ProblemMapping); double[] Affine = new double[OperatorMatrix.RowPartitioning.LocalLength]; MultiphaseCellAgglomerator Agg; // Agglomerator setup //Agg = new MultiphaseCellAgglomerator(new CutCellMetrics(MomentFittingVariant, m_quadOrder, LsTrk, LsTrk.GetSpeciesId("B")), this.THRESHOLD, false); Agg = LsTrk.GetAgglomerator(new SpeciesId[] { LsTrk.GetSpeciesId("B") }, m_quadOrder, __AgglomerationTreshold: this.THRESHOLD); Console.WriteLine("Inter-Process agglomeration? " + Agg.GetAgglomerator(LsTrk.GetSpeciesId("B")).AggInfo.InterProcessAgglomeration); // operator matrix assembly //Op.ComputeMatrixEx(LsTrk, // ProblemMapping, null, ProblemMapping, // OperatorMatrix, Affine, false, 0.0, true, // Agg.CellLengthScales, null, null, // LsTrk.SpeciesIdS.ToArray()); XSpatialOperatorMk2.XEvaluatorLinear mtxBuilder = Op.GetMatrixBuilder(base.LsTrk, ProblemMapping, null, ProblemMapping, LsTrk.SpeciesIdS.ToArray()); mtxBuilder.time = 0.0; mtxBuilder.ComputeMatrix(OperatorMatrix, Affine); Agg.ManipulateMatrixAndRHS(OperatorMatrix, Affine, this.ProblemMapping, this.ProblemMapping); //Op.ComputeMatrixEx(LsTrk, // ProblemMapping, null, ProblemMapping, // AltOperatorMatrix, Affine, false, 0.0, true, // Agg.CellLengthScales, null, null, // LsTrk.SpeciesIdS.ToArray()); mtxBuilder.ComputeMatrix(AltOperatorMatrix, Affine); Agg.ManipulateMatrixAndRHS(AltOperatorMatrix, Affine, this.ProblemMapping, this.ProblemMapping); int nnz = this.OperatorMatrix.GetTotalNoOfNonZeros(); Console.WriteLine("Number of non-zeros in matrix: " + nnz); int nnz2 = this.AltOperatorMatrix.GetTotalNoOfNonZeros(); Assert.IsTrue(nnz == nnz2, "Number of non-zeros in matrix different for " + OperatorMatrix.GetType() + " and " + AltOperatorMatrix.GetType()); Console.WriteLine("Number of non-zeros in matrix (reference): " + nnz2); MsrMatrix Comp = AltOperatorMatrix.CloneAs(); Comp.Acc(-1.0, OperatorMatrix); double CompErr = Comp.InfNorm(); double Denom = Math.Max(AltOperatorMatrix.InfNorm(), OperatorMatrix.InfNorm()); double CompErrRel = Denom > Math.Sqrt(double.Epsilon) ? CompErr / Denom : CompErr; Console.WriteLine("Comparison: " + CompErrRel); Assert.LessOrEqual(CompErrRel, 1.0e-7, "Huge difference between MsrMatrix and BlockMsrMatrix."); base.TerminationKey = true; return(0.0); }
protected override MsrMatrix DefineMatrix(double dt) { MsrMatrix res = new MsrMatrix(MatAsmblyTemperature.AssemblyMatrix); if ((ModeRelaxTemperature == RelaxationTypes.Implicit) && (RelaxFactor != 0.0)) { res.Acc(RelaxFactor, MatAsmblyTemperatureApprox.AssemblyMatrix); } if (BDF != null) { double LhsSummand = BDF.GetLhsSummand(dt, base.m_solverConf.BDFOrder); res.Acc(LhsSummand / gamma, DensityMatrix); } return(res); }
protected override MsrMatrix DefineMatrix(double dt) { MsrMatrix res = new MsrMatrix(m_MatAsmblyPredictor.AssemblyMatrix); if (m_RelaxFactor != 0.0) { res.Acc(m_RelaxFactor, m_MatAsmblyPredictorApprox.AssemblyMatrix); } if (m_BDF != null) { double LhsSummand = m_BDF.GetLhsSummand(dt, base.m_solverConf.BDFOrder); res.Acc(LhsSummand, m_DensityMatrix); } return(res); }
/// <summary> /// computes <see cref="LaplaceMtx"/> and <see cref="LaplaceAffine"/> /// </summary> private void UpdateMatrices() { using (var tr = new FuncTrace()) { // time measurement for matrix assembly Stopwatch stw = new Stopwatch(); stw.Start(); // console Console.WriteLine("creating sparse system for {0} DOF's ...", T.Mapping.Ntotal); // quadrature domain var volQrSch = new CellQuadratureScheme(true, CellMask.GetFullMask(this.GridData, MaskType.Geometrical)); var edgQrSch = new EdgeQuadratureScheme(true, EdgeMask.GetFullMask(this.GridData, MaskType.Geometrical)); #if DEBUG // in DEBUG mode, we compare 'MsrMatrix' (old, reference implementation) and 'BlockMsrMatrix' (new standard) var RefLaplaceMtx = new MsrMatrix(T.Mapping); #endif using (new BlockTrace("SipMatrixAssembly", tr)) { LaplaceMtx = new BlockMsrMatrix(T.Mapping); LaplaceAffine = new double[T.Mapping.LocalLength]; LapaceIp.ComputeMatrixEx(T.Mapping, null, T.Mapping, LaplaceMtx, LaplaceAffine, volQuadScheme: volQrSch, edgeQuadScheme: edgQrSch); } #if DEBUG LaplaceAffine.ClearEntries(); LapaceIp.ComputeMatrixEx(T.Mapping, null, T.Mapping, RefLaplaceMtx, LaplaceAffine, volQuadScheme: volQrSch, edgeQuadScheme: edgQrSch); MsrMatrix ErrMtx = RefLaplaceMtx.CloneAs(); ErrMtx.Acc(-1.0, LaplaceMtx); double err = ErrMtx.InfNorm(); double infNrm = LaplaceMtx.InfNorm(); Console.WriteLine("Matrix comparison error: " + err + ", matrix norm is: " + infNrm); Assert.Less(err, infNrm * 1e-10, "MsrMatrix2 comparison failed."); #endif stw.Stop(); Console.WriteLine("done {0} sec.", stw.Elapsed.TotalSeconds); //var JB = LapaceIp.GetFDJacobianBuilder(T.Mapping.Fields, null, T.Mapping, edgQrSch, volQrSch); //var JacobiMtx = new BlockMsrMatrix(T.Mapping); //var JacobiAffine = new double[T.Mapping.LocalLength]; //JB.ComputeMatrix(JacobiMtx, JacobiAffine); //double L2ErrAffine = GenericBlas.L2Dist(JacobiAffine, LaplaceAffine); //var ErrMtx2 = LaplaceMtx.CloneAs(); //ErrMtx2.Acc(-1.0, JacobiMtx); //double LinfErrMtx2 = ErrMtx2.InfNorm(); //JacobiMtx.SaveToTextFileSparse("D:\\tmp\\Jac.txt"); //LaplaceMtx.SaveToTextFileSparse("D:\\tmp\\Lap.txt"); //Console.WriteLine("FD Jacobi Mtx: {0:e14}, Affine: {1:e14}", LinfErrMtx2, L2ErrAffine); } }
/// <summary> /// /// </summary> /// <returns></returns> protected override MsrMatrix ComputeMatrix() { MsrMatrix CorrectorMatrix = new MsrMatrix(m_DivergenceConti[0].LocalLength); for (int comp = 0; comp < m_DivergenceConti.Length; comp++) { MsrMatrix prod1 = MsrMatrix.Multiply(m_PredictorApproxInv.AssemblyMatrix, m_PressureGradient[comp].OperatorMatrix); MsrMatrix prod2 = MsrMatrix.Multiply(m_DivergenceConti[comp].OperatorMatrix, prod1); CorrectorMatrix.Acc(1.0, prod2); } if (m_PressureStabilization != null) { CorrectorMatrix.Acc(-1.0, m_PressureStabilization.OperatorMatrix); } //CorrectorMatrix.AssumeSymmetric = true; return(CorrectorMatrix); }
/// <summary> /// /// </summary> /// <returns></returns> protected override MsrMatrix ComputeMatrix() { MsrMatrix CorrectorMatrix = new MsrMatrix(m_VelocityDivergence[0].LocalLength); for (int comp = 0; comp < m_VelocityDivergence.Length; comp++) { MsrMatrix prod1 = MsrMatrix.Multiply(m_PredictorApproxInv[comp].AssemblyMatrix, m_PressureGradient[comp].OperatorMatrix); MsrMatrix prod2 = MsrMatrix.Multiply(m_VelocityDivergence[comp].OperatorMatrix, prod1); CorrectorMatrix.Acc(1.0, prod2); } //CorrectorMatrix.AssumeSymmetric = false; return(CorrectorMatrix); }
protected override MsrMatrix DefineMatrix(double dt) { MsrMatrix res = new MsrMatrix(m_MatAsmblyLevelSet.AssemblyMatrix); if ((m_ModeRelaxLevelSet == RelaxationTypes.Implicit) && (m_RelaxFactor != 0.0)) { res.Acc(m_RelaxFactor, m_MatAsmblyLevelSetApprox.AssemblyMatrix); } if (m_BDF != null) { double LhsSummand = m_BDF.GetLhsSummand(dt, m_solverConf.BDFOrder); res.AccEyeSp(LhsSummand); } return(res); }
/// <summary> /// /// </summary> /// <param name="dt"></param> /// <returns></returns> protected override MsrMatrix DefineMatrix(double dt) { MsrMatrix res = new MsrMatrix(m_MatAsmblyPredictor[0].AssemblyMatrix); //See left-hand side of Eq. (18) in //B. Klein, F. Kummer, M. Keil, and M. Oberlack, //An extension of the SIMPLE based discontinuous Galerkin solver to unsteady incompressible flows, J. Comput. Phys., 2013. if (m_RelaxFactor != 0.0) { res.Acc(m_RelaxFactor, m_MatAsmblyPredictorApprox.AssemblyMatrix); } if (m_BDF != null) { double LhsSummand = m_BDF.GetLhsSummand(dt, base.m_solverConf.BDFOrder); res.AccEyeSp(LhsSummand); } return(res); }
// Local Variables for Iteration // <summary> // Counter for Iteration Steps // </summary> //double OldResidual = double.MaxValue; //int divergencecounter = 0; ///// <summary> ///// Checks for Reaching Max. Number of Iterations and Divergence of Algorithm ///// </summary> ///// <param name="Residual">Change Rate of the Algorithm</param> ///// <returns>Reaching Max Iterations, Aborts when diverged</returns> //public bool CheckAbortCriteria(double Residual, int IterationCounter) { // if (Residual <= ConvergenceCriterion) { // Console.WriteLine("EllipticReInit converged after {0} Iterations ", IterationCounter); // return true; // } // if (Residual >= OldResidual) divergencecounter++; // else divergencecounter = 0; // if (IterationCounter >= MaxIteration) { // Console.WriteLine("Elliptic Reinit Max Iterations Reached"); // return true; // }; // if (divergencecounter > MaxIteration / 2) { // Console.WriteLine("Elliptic Reinit diverged - Aborting"); // throw new ApplicationException(); // } // OldResidual = Residual; // IterationCounter++; // return false; //} //bool PreviouslyOnSubgrid = false; /// <summary> /// Updates the Operator Matrix after level-set motion /// </summary> /// <param name="Restriction"> /// The subgrid, on which the ReInit is performed /// </param> /// <param name="IncludingInterface"> /// !! Not yet functional !! /// True, if the subgrid contains the interface, this causes all external edges of the subgrid to be treated as boundaries /// False, for the rest of the domain, thus the flux to the adjacent cells wil be evaluated /// </param> public void UpdateOperators(SubGrid Restriction = null, bool IncludingInterface = true) { if (!IncludingInterface) { throw new NotImplementedException("Untested, not yet functional!"); } using (new FuncTrace()) { //using (var slv = new ilPSP.LinSolvers.MUMPS.MUMPSSolver()) { //using (var slv = new ilPSP.LinSolvers.PARDISO.PARDISOSolver()) { //using (var slv = new ilPSP.LinSolvers.HYPRE.GMRES()) { if (Control.Upwinding) { OldPhi.Clear(); OldPhi.Acc(1.0, Phi); //Calculate LevelSetGradient.Clear(); LevelSetGradient.Gradient(1.0, Phi, Restriction?.VolumeMask); //LevelSetGradient.Gradient(1.0, Phi); //LevelSetGradient.GradientByFlux(1.0, Phi); MeanLevelSetGradient.Clear(); MeanLevelSetGradient.AccLaidBack(1.0, LevelSetGradient, Restriction?.VolumeMask); //MeanLevelSetGradient.AccLaidBack(1.0, LevelSetGradient); } if (slv != null) { slv.Dispose(); } slv = Control.solverFactory(); OpMatrix_interface.Clear(); OpAffine_interface.Clear(); // Build the Quadrature-Scheme for the interface operator // Note: The HMF-Quadrature over a surface is formally a volume quadrature, since it uses the volume quadrature nodes. //XSpatialOperatorExtensions.ComputeMatrixEx(Operator_interface, ////Operator_interface.ComputeMatrixEx( // LevelSetTracker, // Phi.Mapping, // null, // Phi.Mapping, // OpMatrix_interface, // OpAffine_interface, // false, // 0, // false, // subGrid:Restriction, // whichSpc: LevelSetTracker.GetSpeciesId("A") // ); XSpatialOperatorMk2.XEvaluatorLinear mtxBuilder = Operator_interface.GetMatrixBuilder(LevelSetTracker, Phi.Mapping, null, Phi.Mapping); MultiphaseCellAgglomerator dummy = LevelSetTracker.GetAgglomerator(LevelSetTracker.SpeciesIdS.ToArray(), Phi.Basis.Degree * 2 + 2, 0.0); //mtxBuilder.SpeciesOperatorCoefficients[LevelSetTracker.GetSpeciesId("A")].CellLengthScales = dummy.CellLengthScales[LevelSetTracker.GetSpeciesId("A")]; mtxBuilder.CellLengthScales.Add(LevelSetTracker.GetSpeciesId("A"), dummy.CellLengthScales[LevelSetTracker.GetSpeciesId("A")]); mtxBuilder.time = 0; mtxBuilder.MPITtransceive = false; mtxBuilder.ComputeMatrix(OpMatrix_interface, OpAffine_interface); // Regenerate OpMatrix for subgrid -> adjacent cells must be trated as boundary if (Restriction != null) { OpMatrix_bulk.Clear(); OpAffine_bulk.Clear(); //Operator_bulk.ComputeMatrix( // Phi.Mapping, // parameterFields, // Phi.Mapping, // OpMatrix_bulk, OpAffine_bulk, // OnlyAffine: false, sgrd: Restriction); EdgeQuadratureScheme edgescheme; //if (Control.Upwinding) { // edgescheme = new EdgeQuadratureScheme(true, IncludingInterface ? Restriction.AllEdgesMask : null); //} //else { edgescheme = new EdgeQuadratureScheme(true, IncludingInterface ? Restriction.InnerEdgesMask : null); //} Operator_bulk.ComputeMatrixEx(Phi.Mapping, parameterFields, Phi.Mapping, OpMatrix_bulk, OpAffine_bulk, false, 0, edgeQuadScheme: edgescheme, volQuadScheme: new CellQuadratureScheme(true, IncludingInterface ? Restriction.VolumeMask : null) ); //PreviouslyOnSubgrid = true; } // recalculate full Matrix //else if (PreviouslyOnSubgrid) { else { OpMatrix_bulk.Clear(); OpAffine_bulk.Clear(); Operator_bulk.ComputeMatrixEx(Phi.Mapping, parameterFields, Phi.Mapping, OpMatrix_bulk, OpAffine_bulk, false, 0 ); //PreviouslyOnSubgrid = false; } /// Compose the Matrix /// This is symmetric due to the symmetry of the SIP and the penalty term OpMatrix.Clear(); OpMatrix.Acc(1.0, OpMatrix_bulk); OpMatrix.Acc(1.0, OpMatrix_interface); OpMatrix.AssumeSymmetric = !Control.Upwinding; //OpMatrix.AssumeSymmetric = false; /// Compose the RHS of the above operators. (-> Boundary Conditions) /// This does NOT include the Nonlinear RHS, which will be added later OpAffine.Clear(); OpAffine.AccV(1.0, OpAffine_bulk); OpAffine.AccV(1.0, OpAffine_interface); #if Debug ilPSP.Connectors.Matlab.BatchmodeConnector matlabConnector; matlabConnector = new BatchmodeConnector(); #endif if (Restriction != null) { SubVecIdx = Phi.Mapping.GetSubvectorIndices(Restriction, true, new int[] { 0 }); int L = SubVecIdx.Length; SubMatrix = new MsrMatrix(L); SubRHS = new double[L]; SubSolution = new double[L]; OpMatrix.AccSubMatrixTo(1.0, SubMatrix, SubVecIdx, default(int[]), SubVecIdx, default(int[])); slv.DefineMatrix(SubMatrix); #if Debug Console.WriteLine("ConditionNumber of ReInit-Matrix is " + SubMatrix.condest().ToString("E")); #endif } else { slv.DefineMatrix(OpMatrix); #if Debug Console.WriteLine("ConditionNumber of ReInit-Matrix is " + OpMatrix.condest().ToString("E")); #endif } } }
/// <summary> /// Create Spatial Operators and build the corresponding Matrices /// </summary> public void ComputeMatrices(IList <DGField> InterfaceParams, bool nearfield) { OpMatrix = new MsrMatrix(this.Extension.Mapping, this.Extension.Mapping); OpAffine = new double[OpMatrix.RowPartitioning.LocalLength]; OpMatrix_bulk = new MsrMatrix(this.Extension.Mapping, this.Extension.Mapping); OpAffine_bulk = new double[OpMatrix.RowPartitioning.LocalLength]; OpMatrix_interface = new MsrMatrix(this.Extension.Mapping, this.Extension.Mapping); OpAffine_interface = new double[OpMatrix.RowPartitioning.LocalLength]; //LevelSetTracker.GetLevelSetGradients(0,); // bulk part of the matrix //Operator_bulk.ComputeMatrix( // Extension.Mapping, // LevelSetGradient.ToArray(), // Extension.Mapping, // OpMatrix_bulk, OpAffine_bulk, // OnlyAffine: false, sgrd: null); switch (Control.FluxVariant) { case FluxVariant.GradientBased: // Flux Direction based on Mean Level Set Gradient BulkParams = new List <DGField> { }; // Hack, to make ArrayTools.Cat produce a List of DGFields // second Hack: Does only work, when InterfaceParams is according to a single component flux, // else, we will have to change the boundary edge flux BulkParams = ArrayTools.Cat(BulkParams, LevelSetGradient.ToArray(), Phi, MeanLevelSetGradient.ToArray(), InterfaceParams.ToArray()); MeanLevelSetGradient.Clear(); MeanLevelSetGradient.AccLaidBack(1.0, LevelSetGradient); break; case FluxVariant.ValueBased: // Flux Direction Based on Cell-Averaged Level-Set Value BulkParams = ArrayTools.Cat(LevelSetGradient.ToArray(), Phi, MeanLevelSet); MeanLevelSet.Clear(); MeanLevelSet.AccLaidBack(1.0, Phi); break; case FluxVariant.SWIP: BulkParams = LevelSetGradient.ToArray(); break; default: throw new Exception(); } // Build Operator Operator_bulk.ComputeMatrixEx(Extension.Mapping, BulkParams, Extension.Mapping, OpMatrix_bulk, OpAffine_bulk, OnlyAffine: false, time: 0.0, edgeQuadScheme: new EdgeQuadratureScheme(true, nearfield ? LevelSetTracker.Regions.GetNearFieldSubgrid(1).InnerEdgesMask : null), volQuadScheme: new CellQuadratureScheme(true, nearfield ? LevelSetTracker.Regions.GetNearFieldSubgrid(1).VolumeMask : null) ); Operator_interface.ComputeMatrixEx( LevelSetTracker, Extension.Mapping, InterfaceParams, Extension.Mapping, OpMatrix_interface, OpAffine_interface, OnlyAffine: false, time: 0, MPIParameterExchange: false, whichSpc: LevelSetTracker.GetSpeciesId("A") ); #if DEBUG OpMatrix_bulk.CheckForNanOrInfM(); OpAffine_bulk.CheckForNanOrInfV(); OpMatrix_interface.CheckForNanOrInfM(); OpAffine_interface.CheckForNanOrInfV(); #endif //Only for Debugging purposes //OpMatrix.SaveToTextFileSparse("C:\\tmp\\EllipticReInit.txt"); Debug.Assert(OpMatrix_interface.GetDiagVector().L2Norm() > 0, "L2-Norm of Diagonal of InterfaceOperator is 0"); Debug.Assert(OpMatrix_bulk.GetDiagVector().L2Norm() > 0, "L2-Norm of Diagonal of BulkOperator is 0"); #if DEBUG //Console.WriteLine( "L2-Norm of Diagonal of InterfaceOperator is {0}", OpMatrix_interface.GetDiagVector().L2Norm() ); #endif OpMatrix.Clear(); OpMatrix.Acc(1.0, OpMatrix_bulk); OpMatrix.Acc(1.0, OpMatrix_interface); //Console.WriteLine("Op-Matrix Symmetry-Deviation: {0}", OpMatrix.SymmetryDeviation()); OpMatrix.AssumeSymmetric = false; OpAffine.Clear(); OpAffine.AccV(1.0, OpAffine_bulk); OpAffine.AccV(1.0, OpAffine_interface); #if DEBUG //Console.WriteLine("Condition Number of Extension Operator {0}", OpMatrix.condest()); #endif }
protected override double RunSolverOneStep(int TimestepNo, double phystime, double dt) { LsUpdate(phystime); // operator-matrix assemblieren OperatorMatrix = new BlockMsrMatrix(MG_Mapping.ProblemMapping); AltOperatorMatrix = new MsrMatrix(MG_Mapping.ProblemMapping); double[] Affine = new double[OperatorMatrix.RowPartitioning.LocalLength]; MultiphaseCellAgglomerator Agg; Agg = LsTrk.GetAgglomerator(this.LsTrk.SpeciesIdS.ToArray(), m_quadOrder, __AgglomerationTreshold: this.THRESHOLD); XSpatialOperatorMk2.XEvaluatorLinear mtxBuilder = Op.GetMatrixBuilder(base.LsTrk, MG_Mapping.ProblemMapping, null, MG_Mapping.ProblemMapping); mtxBuilder.time = 0.0; mtxBuilder.ComputeMatrix(OperatorMatrix, Affine); Agg.ManipulateMatrixAndRHS(OperatorMatrix, Affine, MG_Mapping.ProblemMapping, MG_Mapping.ProblemMapping); foreach (var S in this.LsTrk.SpeciesNames) { Console.WriteLine(" Species {0}: no of agglomerated cells: {1}", S, Agg.GetAgglomerator(this.LsTrk.GetSpeciesId(S)).AggInfo.SourceCells.NoOfItemsLocally); } MGOp = new MultigridOperator(XAggB, map, OperatorMatrix, this.massFact.GetMassMatrix(map, false), OpConfig, null); Debug.Assert(MGOp.OperatorMatrix != null); Debug.Assert(MGOp.Mapping != null); someVec = GetRHS(Affine, OperatorMatrix); mtxBuilder.ComputeMatrix(AltOperatorMatrix, Affine); Agg.ManipulateMatrixAndRHS(AltOperatorMatrix, Affine, MG_Mapping.ProblemMapping, MG_Mapping.ProblemMapping); //LsTrk.GetSpeciesName(((XdgAggregationBasis)MGOp.Mapping.AggBasis[0]).UsedSpecies[1]); //LsTrk.GetSpeciesName(((XdgAggregationBasis)MGOp.Mapping.AggBasis[0]).UsedSpecies[0]); int nnz = this.OperatorMatrix.GetTotalNoOfNonZeros(); Console.WriteLine("Number of non-zeros in matrix: " + nnz); int nnz2 = this.AltOperatorMatrix.GetTotalNoOfNonZeros(); Assert.IsTrue(nnz == nnz2, "Number of non-zeros in matrix different for " + OperatorMatrix.GetType() + " and " + AltOperatorMatrix.GetType()); Console.WriteLine("Number of non-zeros in matrix (reference): " + nnz2); MsrMatrix Comp = AltOperatorMatrix.CloneAs(); Comp.Acc(-1.0, OperatorMatrix); double CompErr = Comp.InfNorm(); double Denom = Math.Max(AltOperatorMatrix.InfNorm(), OperatorMatrix.InfNorm()); double CompErrRel = Denom > Math.Sqrt(double.Epsilon) ? CompErr / Denom : CompErr; Console.WriteLine("Comparison: " + CompErrRel); Assert.LessOrEqual(CompErrRel, 1.0e-7, "Huge difference between MsrMatrix and BlockMsrMatrix."); base.TerminationKey = true; return(0.0); }
/// <summary> /// Includes assembly of the matrix. /// </summary> /// <param name="L"></param> protected override void CreateEquationsAndSolvers(GridUpdateDataVaultBase L) { using (FuncTrace tr = new FuncTrace()) { // create operator // =============== SpatialOperator LapaceIp; { double D = this.GridData.SpatialDimension; double penalty_base = (T.Basis.Degree + 1) * (T.Basis.Degree + D) / D; double penalty_factor = base.Control.penalty_poisson; BoundaryCondMap <BoundaryType> PoissonBcMap = new BoundaryCondMap <BoundaryType>(this.GridData, this.Control.BoundaryValues, "T"); LapaceIp = new SpatialOperator(1, 1, QuadOrderFunc.SumOfMaxDegrees(), "T", "T"); var flux = new ipFlux(penalty_base * base.Control.penalty_poisson, this.GridData.Cells.cj, PoissonBcMap); LapaceIp.EquationComponents["T"].Add(flux); LapaceIp.Commit(); } // Create Matrices // =============== { // time measurement for matrix assembly Stopwatch stw = new Stopwatch(); stw.Start(); // console Console.WriteLine("creating sparse system for {0} DOF's ...", T.Mapping.Ntotal); // quadrature domain var volQrSch = new CellQuadratureScheme(true, CellMask.GetFullMask(this.GridData)); var edgQrSch = new EdgeQuadratureScheme(true, EdgeMask.GetFullMask(this.GridData)); #if DEBUG // in DEBUG mode, we compare 'MsrMatrix' (old, reference implementation) and 'BlockMsrMatrix' (new standard) var RefLaplaceMtx = new MsrMatrix(T.Mapping); #endif using (new BlockTrace("SipMatrixAssembly", tr)) { LaplaceMtx = new BlockMsrMatrix(T.Mapping); LaplaceAffine = new double[T.Mapping.LocalLength]; LapaceIp.ComputeMatrixEx(T.Mapping, null, T.Mapping, LaplaceMtx, LaplaceAffine, volQuadScheme: volQrSch, edgeQuadScheme: edgQrSch); } #if DEBUG LaplaceAffine.ClearEntries(); LapaceIp.ComputeMatrixEx(T.Mapping, null, T.Mapping, RefLaplaceMtx, LaplaceAffine, volQuadScheme: volQrSch, edgeQuadScheme: edgQrSch); MsrMatrix ErrMtx = RefLaplaceMtx.CloneAs(); ErrMtx.Acc(-1.0, LaplaceMtx); double err = ErrMtx.InfNorm(); double infNrm = LaplaceMtx.InfNorm(); Console.WriteLine("Matrix comparison error: " + err + ", matrix norm is: " + infNrm); Assert.Less(err, infNrm * 1e-10, "MsrMatrix2 comparison failed."); #endif stw.Stop(); Console.WriteLine("done {0} sec.", stw.Elapsed.TotalSeconds); } //double condNo = LaplaceMtx.condest(BatchmodeConnector.Flavor.Octave); //Console.WriteLine("condition number: {0:0.####E-00} ",condNo); } }
/// <summary> /// Create Spatial Operators and build the corresponding Matrices /// </summary> public void ComputeMatrices(IList <DGField> InterfaceParams, bool nearfield) { OpMatrix = new MsrMatrix(this.Extension.Mapping, this.Extension.Mapping); OpAffine = new double[OpMatrix.RowPartitioning.LocalLength]; OpMatrix_bulk = new MsrMatrix(this.Extension.Mapping, this.Extension.Mapping); OpAffine_bulk = new double[OpMatrix.RowPartitioning.LocalLength]; OpMatrix_interface = new MsrMatrix(this.Extension.Mapping, this.Extension.Mapping); OpAffine_interface = new double[OpMatrix.RowPartitioning.LocalLength]; //LevelSetTracker.GetLevelSetGradients(0,); // bulk part of the matrix //Operator_bulk.ComputeMatrix( // Extension.Mapping, // LevelSetGradient.ToArray(), // Extension.Mapping, // OpMatrix_bulk, OpAffine_bulk, // OnlyAffine: false, sgrd: null); switch (Control.FluxVariant) { case FluxVariant.GradientBased: // Flux Direction based on Mean Level Set Gradient BulkParams = new List <DGField> { }; // Hack, to make ArrayTools.Cat produce a List of DGFields // second Hack: Does only work, when InterfaceParams is according to a single component flux, // else, we will have to change the boundary edge flux BulkParams = ArrayTools.Cat(BulkParams, LevelSetGradient.ToArray(), Phi, MeanLevelSetGradient.ToArray(), InterfaceParams.ToArray()); MeanLevelSetGradient.Clear(); MeanLevelSetGradient.AccLaidBack(1.0, LevelSetGradient); break; case FluxVariant.ValueBased: // Flux Direction Based on Cell-Averaged Level-Set Value BulkParams = ArrayTools.Cat(LevelSetGradient.ToArray(), Phi, MeanLevelSet); MeanLevelSet.Clear(); MeanLevelSet.AccLaidBack(1.0, Phi); break; case FluxVariant.SWIP: BulkParams = LevelSetGradient.ToArray(); break; default: throw new Exception(); } // Build Operator Operator_bulk.ComputeMatrixEx(Extension.Mapping, BulkParams, Extension.Mapping, OpMatrix_bulk, OpAffine_bulk, OnlyAffine: false, time: 0.0, edgeQuadScheme: new EdgeQuadratureScheme(true, nearfield ? LevelSetTracker.Regions.GetNearFieldSubgrid(1).InnerEdgesMask : null), volQuadScheme: new CellQuadratureScheme(true, nearfield ? LevelSetTracker.Regions.GetNearFieldSubgrid(1).VolumeMask : null) ); //Operator_interface.ComputeMatrixEx( // LevelSetTracker, // Extension.Mapping, // InterfaceParams, // Extension.Mapping, // OpMatrix_interface, // OpAffine_interface, // OnlyAffine: false, // time: 0, // MPIParameterExchange: false, // whichSpc: LevelSetTracker.GetSpeciesId("A") // ); Operator_interface.OperatorCoefficientsProvider = delegate(LevelSetTracker lstrk, SpeciesId spc, int quadOrder, int TrackerHistoryIdx, double time) { var r = new CoefficientSet() { }; //throw new NotImplementedException("todo"); return(r); }; XSpatialOperatorMk2.XEvaluatorLinear mtxBuilder = Operator_interface.GetMatrixBuilder(LevelSetTracker, Extension.Mapping, InterfaceParams, Extension.Mapping); MultiphaseCellAgglomerator dummy = LevelSetTracker.GetAgglomerator(LevelSetTracker.SpeciesIdS.ToArray(), 2 * Extension.Basis.Degree + 2, 0.0); mtxBuilder.CellLengthScales.Add(LevelSetTracker.GetSpeciesId("A"), dummy.CellLengthScales[LevelSetTracker.GetSpeciesId("A")]); mtxBuilder.time = 0; mtxBuilder.MPITtransceive = false; mtxBuilder.ComputeMatrix(OpMatrix_interface, OpAffine_interface); #if DEBUG OpMatrix_bulk.CheckForNanOrInfM(); OpAffine_bulk.CheckForNanOrInfV(); OpMatrix_interface.CheckForNanOrInfM(); OpAffine_interface.CheckForNanOrInfV(); #endif //Only for Debugging purposes Debug.Assert(OpMatrix_interface.GetDiagVector().L2Norm() > 0, "L2-Norm of Diagonal of InterfaceOperator is 0"); Debug.Assert(OpMatrix_bulk.GetDiagVector().L2Norm() > 0, "L2-Norm of Diagonal of BulkOperator is 0"); #if DEBUG //Console.WriteLine( "L2-Norm of Diagonal of InterfaceOperator is {0}", OpMatrix_interface.GetDiagVector().L2Norm() ); #endif OpMatrix.Clear(); OpMatrix.Acc(1.0, OpMatrix_bulk); OpMatrix.Acc(1.0, OpMatrix_interface); //Console.WriteLine("Op-Matrix Symmetry-Deviation: {0}", OpMatrix.SymmetryDeviation()); OpMatrix.AssumeSymmetric = false; OpAffine.Clear(); OpAffine.AccV(1.0, OpAffine_bulk); OpAffine.AccV(1.0, OpAffine_interface); #if DEBUG //Console.WriteLine("Condition Number of Extension Operator {0}", OpMatrix.condest()); #endif }