Intrepid
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00001 // @HEADER
00002 // ************************************************************************
00003 //
00004 //                           Intrepid Package
00005 //                 Copyright (2007) Sandia Corporation
00006 //
00007 // Under terms of Contract DE-AC04-94AL85000, there is a non-exclusive
00008 // license for use of this work by or on behalf of the U.S. Government.
00009 //
00010 // This library is free software; you can redistribute it and/or modify
00011 // it under the terms of the GNU Lesser General Public License as
00012 // published by the Free Software Foundation; either version 2.1 of the
00013 // License, or (at your option) any later version.
00014 //
00015 // This library is distributed in the hope that it will be useful, but
00016 // WITHOUT ANY WARRANTY; without even the implied warranty of
00017 // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
00018 // Lesser General Public License for more details.
00019 //
00020 // You should have received a copy of the GNU Lesser General Public
00021 // License along with this library; if not, write to the Free Software
00022 // Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307
00023 // USA
00024 // Questions? Contact Pavel Bochev  (pbboche@sandia.gov),
00025 //                    Denis Ridzal  (dridzal@sandia.gov),
00026 //                    Kara Peterson (kjpeter@sandia.gov).
00027 //
00028 // ************************************************************************
00029 // @HEADER
00030 
00069 // Intrepid includes
00070 #include "Intrepid_FunctionSpaceTools.hpp"
00071 #include "Intrepid_FieldContainer.hpp"
00072 #include "Intrepid_CellTools.hpp"
00073 #include "Intrepid_ArrayTools.hpp"
00074 #include "Intrepid_HGRAD_QUAD_Cn_FEM.hpp"
00075 #include "Intrepid_RealSpaceTools.hpp"
00076 #include "Intrepid_DefaultCubatureFactory.hpp"
00077 #include "Intrepid_Utils.hpp"
00078 
00079 // Epetra includes
00080 #include "Epetra_Time.h"
00081 #include "Epetra_Map.h"
00082 #include "Epetra_FECrsMatrix.h"
00083 #include "Epetra_FEVector.h"
00084 #include "Epetra_SerialComm.h"
00085 
00086 // Teuchos includes
00087 #include "Teuchos_oblackholestream.hpp"
00088 #include "Teuchos_RCP.hpp"
00089 #include "Teuchos_BLAS.hpp"
00090 
00091 // Shards includes
00092 #include "Shards_CellTopology.hpp"
00093 
00094 // EpetraExt includes
00095 #include "EpetraExt_RowMatrixOut.h"
00096 #include "EpetraExt_MultiVectorOut.h"
00097 
00098 using namespace std;
00099 using namespace Intrepid;
00100 
00101 // Functions to evaluate exact solution and derivatives
00102 double evalu(double & x, double & y, double & z);
00103 int evalGradu(double & x, double & y, double & z, double & gradu1, double & gradu2, double & gradu3);
00104 double evalDivGradu(double & x, double & y, double & z);
00105 
00106 int main(int argc, char *argv[]) {
00107 
00108   //Check number of arguments
00109    if (argc < 4) {
00110       std::cout <<"\n>>> ERROR: Invalid number of arguments.\n\n";
00111       std::cout <<"Usage:\n\n";
00112       std::cout <<"  ./Intrepid_example_Drivers_Example_05.exe deg NX NY verbose\n\n";
00113       std::cout <<" where \n";
00114       std::cout <<"   int deg             - polynomial degree to be used (assumed > 1) \n";
00115       std::cout <<"   int NX              - num intervals in x direction (assumed box domain, 0,1) \n";
00116       std::cout <<"   int NY              - num intervals in y direction (assumed box domain, 0,1) \n";
00117       std::cout <<"   verbose (optional)  - any character, indicates verbose output \n\n";
00118       exit(1);
00119    }
00120   
00121   // This little trick lets us print to std::cout only if
00122   // a (dummy) command-line argument is provided.
00123   int iprint     = argc - 1;
00124   Teuchos::RCP<std::ostream> outStream;
00125   Teuchos::oblackholestream bhs; // outputs nothing
00126   if (iprint > 2)
00127     outStream = Teuchos::rcp(&std::cout, false);
00128   else
00129     outStream = Teuchos::rcp(&bhs, false);
00130   
00131   // Save the format state of the original std::cout.
00132   Teuchos::oblackholestream oldFormatState;
00133   oldFormatState.copyfmt(std::cout);
00134   
00135   *outStream \
00136     << "===============================================================================\n" \
00137     << "|                                                                             |\n" \
00138     << "|  Example: Generate Stiffness Matrix and Right Hand Side Vector for          |\n" \
00139     << "|                   Poisson Equation on Quadrilateral Mesh                    |\n" \
00140     << "|                                                                             |\n" \
00141     << "|  Questions? Contact  Pavel Bochev  (pbboche@sandia.gov),                    |\n" \
00142     << "|                      Denis Ridzal  (dridzal@sandia.gov),                    |\n" \
00143     << "|                      Kara Peterson (kjpeter@sandia.gov).                    |\n" \
00144     << "|                                                                             |\n" \
00145     << "|  Intrepid's website: http://trilinos.sandia.gov/packages/intrepid           |\n" \
00146     << "|  Trilinos website:   http://trilinos.sandia.gov                             |\n" \
00147     << "|                                                                             |\n" \
00148     << "===============================================================================\n";
00149 
00150   
00151   // ************************************ GET INPUTS **************************************
00152   
00153   int deg          = atoi(argv[1]);  // polynomial degree to use
00154   int NX            = atoi(argv[2]);  // num intervals in x direction (assumed box domain, 0,1)
00155   int NY            = atoi(argv[3]);  // num intervals in y direction (assumed box domain, 0,1)
00156   
00157 
00158   // *********************************** CELL TOPOLOGY **********************************
00159   
00160   // Get cell topology for base hexahedron
00161   typedef shards::CellTopology    CellTopology;
00162   CellTopology quad_4(shards::getCellTopologyData<shards::Quadrilateral<4> >() );
00163   
00164   // Get dimensions 
00165   int numNodesPerElem = quad_4.getNodeCount();
00166   int spaceDim = quad_4.getDimension();
00167   
00168   // *********************************** GENERATE MESH ************************************
00169   
00170   *outStream << "Generating mesh ... \n\n";
00171   
00172   *outStream << "   NX" << "   NY\n";
00173   *outStream << std::setw(5) << NX <<
00174     std::setw(5) << NY << "\n\n";
00175   
00176   // Print mesh information
00177   int numElems = NX*NY;
00178   int numNodes = (NX+1)*(NY+1);
00179   *outStream << " Number of Elements: " << numElems << " \n";
00180   *outStream << "    Number of Nodes: " << numNodes << " \n\n";
00181   
00182   // Square
00183   double leftX = 0.0, rightX = 1.0;
00184   double leftY = 0.0, rightY = 1.0;
00185 
00186   // Mesh spacing
00187   double hx = (rightX-leftX)/((double)NX);
00188   double hy = (rightY-leftY)/((double)NY);
00189 
00190   // Get nodal coordinates
00191   FieldContainer<double> nodeCoord(numNodes, spaceDim);
00192   FieldContainer<int> nodeOnBoundary(numNodes);
00193   int inode = 0;
00194   for (int j=0; j<NY+1; j++) {
00195     for (int i=0; i<NX+1; i++) {
00196       nodeCoord(inode,0) = leftX + (double)i*hx;
00197       nodeCoord(inode,1) = leftY + (double)j*hy;
00198       if (j==0 || i==0 || j==NY || i==NX){
00199         nodeOnBoundary(inode)=1;
00200       }
00201       else {
00202         nodeOnBoundary(inode)=0;
00203       }
00204       inode++;
00205     }
00206   }
00207 #define DUMP_DATA
00208 #ifdef DUMP_DATA
00209   // Print nodal coords
00210   ofstream fcoordout("coords.dat");
00211   for (int i=0; i<numNodes; i++) {
00212     fcoordout << nodeCoord(i,0) <<" ";
00213     fcoordout << nodeCoord(i,1) <<"\n";
00214   }
00215   fcoordout.close();
00216 #endif
00217   
00218   
00219   // Element to Node map
00220   // We'll keep it around, but this is only the DOFMap if you are in the lowest order case.
00221   FieldContainer<int> elemToNode(numElems, numNodesPerElem);
00222   int ielem = 0;
00223   for (int j=0; j<NY; j++) {
00224     for (int i=0; i<NX; i++) {
00225       elemToNode(ielem,0) = (NX + 1)*j + i;
00226       elemToNode(ielem,1) = (NX + 1)*j + i + 1;
00227       elemToNode(ielem,2) = (NX + 1)*(j + 1) + i + 1;
00228       elemToNode(ielem,3) = (NX + 1)*(j + 1) + i;
00229       ielem++;
00230     }
00231   }
00232 #ifdef DUMP_DATA
00233   // Output connectivity
00234   ofstream fe2nout("elem2node.dat");
00235   for (int j=0; j<NY; j++) {
00236     for (int i=0; i<NX; i++) {
00237       int ielem = i + j * NX;
00238       for (int m=0; m<numNodesPerElem; m++){
00239         fe2nout << elemToNode(ielem,m) <<"  ";
00240       }
00241       fe2nout <<"\n";
00242     }
00243   }
00244   fe2nout.close();
00245 #endif
00246   
00247 
00248   // ************************************ CUBATURE ************************************** 
00249   *outStream << "Getting cubature ... \n\n";
00250   
00251   // Get numerical integration points and weights
00252   DefaultCubatureFactory<double>  cubFactory;                                   
00253   int cubDegree = 2*deg;
00254   Teuchos::RCP<Cubature<double> > quadCub = cubFactory.create(quad_4, cubDegree); 
00255   
00256   int cubDim       = quadCub->getDimension();
00257   int numCubPoints = quadCub->getNumPoints();
00258   
00259   FieldContainer<double> cubPoints(numCubPoints, cubDim);
00260   FieldContainer<double> cubWeights(numCubPoints);
00261   
00262   quadCub->getCubature(cubPoints, cubWeights);
00263   
00264 
00265   // ************************************** BASIS ***************************************
00266   
00267   *outStream << "Getting basis ... \n\n";
00268   
00269   // Define basis 
00270   Basis_HGRAD_QUAD_Cn_FEM<double, FieldContainer<double> > quadHGradBasis(deg,POINTTYPE_SPECTRAL);
00271   int numFieldsG = quadHGradBasis.getCardinality();
00272   FieldContainer<double> quadGVals(numFieldsG, numCubPoints); 
00273   FieldContainer<double> quadGrads(numFieldsG, numCubPoints, spaceDim); 
00274   
00275   // Evaluate basis values and gradients at cubature points
00276   quadHGradBasis.getValues(quadGVals, cubPoints, OPERATOR_VALUE);
00277   quadHGradBasis.getValues(quadGrads, cubPoints, OPERATOR_GRAD);
00278 
00279   // create the local-global mapping for higher order elements
00280   FieldContainer<int> ltgMapping(numElems,numFieldsG);
00281   const int numDOF = (NX*deg+1)*(NY*deg+1);
00282   ielem=0;
00283   for (int j=0;j<NY;j++) {
00284     for (int i=0;i<NX;i++) {
00285       const int start = deg * j * ( NX * deg + 1 ) + i * deg;
00286       // loop over local dof on this cell
00287       int local_dof_cur=0;
00288       for (int vertical=0;vertical<=deg;vertical++) {
00289         for (int horizontal=0;horizontal<=deg;horizontal++) {
00290           ltgMapping(ielem,local_dof_cur) = start + vertical*(NX*deg+1)+horizontal;
00291           local_dof_cur++;
00292         }
00293       }
00294       ielem++;
00295     }
00296   }
00297 #ifdef DUMP_DATA
00298   // Output ltg mapping
00299   ofstream ltgout("ltg.dat");
00300   for (int j=0; j<NY; j++) {
00301     for (int i=0; i<NX; i++) {
00302       int ielem = i + j * NX;
00303       for (int m=0; m<numFieldsG; m++){
00304         ltgout << ltgMapping(ielem,m) <<"  ";
00305       }
00306       ltgout <<"\n";
00307     }
00308   }
00309   ltgout.close();
00310 #endif
00311   
00312   // ******** CREATE A SINGLE STIFFNESS MATRIX, WHICH IS REPLICATED ON ALL ELEMENTS *********
00313   *outStream << "Building stiffness matrix and right hand side ... \n\n";
00314 
00315   // Settings and data structures for mass and stiffness matrices
00316   typedef CellTools<double>  CellTools;
00317   typedef FunctionSpaceTools fst;
00318   int numCells = 1; 
00319 
00320   // Container for nodes
00321   FieldContainer<double> refQuadNodes(numCells, numNodesPerElem, spaceDim);
00322   // Containers for Jacobian
00323   FieldContainer<double> refQuadJacobian(numCells, numCubPoints, spaceDim, spaceDim);
00324   FieldContainer<double> refQuadJacobInv(numCells, numCubPoints, spaceDim, spaceDim);
00325   FieldContainer<double> refQuadJacobDet(numCells, numCubPoints);
00326   // Containers for element HGRAD stiffness matrix
00327   FieldContainer<double> localStiffMatrix(numCells, numFieldsG, numFieldsG);
00328   FieldContainer<double> weightedMeasure(numCells, numCubPoints);
00329   FieldContainer<double> quadGradsTransformed(numCells, numFieldsG, numCubPoints, spaceDim);
00330   FieldContainer<double> quadGradsTransformedWeighted(numCells, numFieldsG, numCubPoints, spaceDim);
00331   // Containers for right hand side vectors
00332   FieldContainer<double> rhsData(numCells, numCubPoints);
00333   FieldContainer<double> localRHS(numCells, numFieldsG);
00334   FieldContainer<double> quadGValsTransformed(numCells, numFieldsG, numCubPoints);
00335   FieldContainer<double> quadGValsTransformedWeighted(numCells, numFieldsG, numCubPoints);
00336   // Container for cubature points in physical space
00337   FieldContainer<double> physCubPoints(numCells, numCubPoints, cubDim);
00338   
00339   // Global arrays in Epetra format 
00340   // we will explicitly build the sparsity pattern before instantiating the matrix later.
00341   Epetra_SerialComm Comm;
00342   Epetra_Map globalMapG(numDOF, 0, Comm);
00343   Epetra_FEVector u(globalMapG);
00344   Epetra_FEVector Ku(globalMapG);
00345   u.Random();
00346     
00347   // ************************** Compute element HGrad stiffness matrices *******************************  
00348   refQuadNodes(0,0,0) = 0.0;
00349   refQuadNodes(0,0,1) = 0.0;
00350   refQuadNodes(0,1,0) = hx;
00351   refQuadNodes(0,1,1) = 0.0;
00352   refQuadNodes(0,2,0) = hx;
00353   refQuadNodes(0,2,1) = hy;
00354   refQuadNodes(0,3,0) = 0.0;
00355   refQuadNodes(0,3,1) = hy;
00356 
00357   // Compute cell Jacobians, their inverses and their determinants
00358   CellTools::setJacobian(refQuadJacobian, cubPoints, refQuadNodes, quad_4);
00359   CellTools::setJacobianInv(refQuadJacobInv, refQuadJacobian );
00360   CellTools::setJacobianDet(refQuadJacobDet, refQuadJacobian );
00361   
00362   // transform from [-1,1]^2 to [0,hx]x[0,hy]
00363   fst::HGRADtransformGRAD<double>(quadGradsTransformed, refQuadJacobInv, quadGrads);
00364       
00365   // compute weighted measure
00366   fst::computeCellMeasure<double>(weightedMeasure, refQuadJacobDet, cubWeights);
00367 
00368   // multiply values with weighted measure
00369   fst::multiplyMeasure<double>(quadGradsTransformedWeighted,
00370                                weightedMeasure, quadGradsTransformed);
00371 
00372   // integrate to compute element stiffness matrix
00373   fst::integrate<double>(localStiffMatrix,
00374                          quadGradsTransformed, quadGradsTransformedWeighted, COMP_BLAS);
00375 
00376   Epetra_Time graphTimer(Comm);
00377   Epetra_CrsGraph grph( Copy , globalMapG , 4 * numFieldsG );
00378   for (int k=0;k<numElems;k++) 
00379     {
00380       for (int i=0;i<numFieldsG;i++)
00381         {
00382           grph.InsertGlobalIndices(ltgMapping(k,i),numFieldsG,&ltgMapping(k,0));
00383         }
00384     }
00385   grph.FillComplete();
00386   const double graphTime = graphTimer.ElapsedTime();
00387   std::cout << "Graph computed in " << graphTime << "\n";
00388 
00389   Epetra_Time instantiateTimer( Comm );
00390   Epetra_FECrsMatrix StiffMatrix( Copy , grph );
00391   const double instantiateTime = instantiateTimer.ElapsedTime(  );
00392   std::cout << "Matrix instantiated in " << instantiateTime << "\n";
00393 
00394   Epetra_Time assemblyTimer(Comm);
00395 
00396   // *** Element loop ***
00397    for (int k=0; k<numElems; k++) 
00398      {
00399        // assemble into global matrix
00400        StiffMatrix.InsertGlobalValues(numFieldsG,&ltgMapping(k,0),numFieldsG,&ltgMapping(k,0),&localStiffMatrix(0,0,0));
00401 
00402      }
00403 
00404 
00405   // Assemble global matrices
00406    StiffMatrix.GlobalAssemble(); StiffMatrix.FillComplete();
00407 
00408    double assembleTime = assemblyTimer.ElapsedTime();
00409    std::cout << "Time to insert reference element matrix into global matrix: " << assembleTime << std::endl;
00410    std::cout << "Total matrix construction time: " << assembleTime + instantiateTime + graphTime << "\n";
00411    std::cout << "There are " << StiffMatrix.NumGlobalNonzeros() << " nonzeros in the matrix.\n";
00412    std::cout << "There are " << numDOF << " global degrees of freedom.\n";
00413  
00414    Epetra_Time multTimer(Comm);
00415    StiffMatrix.Apply(u,Ku);
00416    double multTime = multTimer.ElapsedTime();
00417    std::cout << "Time to apply: " << multTime << std::endl;
00418 
00419 
00420 #ifdef DUMP_DATA
00421    // Dump matrices to disk
00422 //    EpetraExt::RowMatrixToMatlabFile("stiff_matrix.dat",StiffMatrix);
00423 //    EpetraExt::MultiVectorToMatrixMarketFile("rhs_vector.dat",rhs,0,0,false);
00424 #endif
00425 
00426    std::cout << "End Result: TEST PASSED\n";   
00427 
00428    // reset format state of std::cout
00429    std::cout.copyfmt(oldFormatState);
00430    
00431    return 0;
00432 }
00433 
00434 
00435 // Calculates value of exact solution u
00436  double evalu(double & x, double & y, double & z)
00437  {
00438  /*
00439    // function1
00440     double exactu = sin(M_PI*x)*sin(M_PI*y)*sin(M_PI*z);
00441  */
00442 
00443    // function2
00444    double exactu = sin(M_PI*x)*sin(M_PI*y)*sin(M_PI*z)*exp(x+y+z);
00445 
00446    return exactu;
00447  }
00448 
00449 // Calculates gradient of exact solution u
00450  int evalGradu(double & x, double & y, double & z, double & gradu1, double & gradu2, double & gradu3)
00451  {
00452  /*
00453    // function 1
00454        gradu1 = M_PI*cos(M_PI*x)*sin(M_PI*y)*sin(M_PI*z);
00455        gradu2 = M_PI*sin(M_PI*x)*cos(M_PI*y)*sin(M_PI*z);
00456        gradu3 = M_PI*sin(M_PI*x)*sin(M_PI*y)*cos(M_PI*z);
00457  */
00458 
00459    // function2
00460        gradu1 = (M_PI*cos(M_PI*x)+sin(M_PI*x))
00461                   *sin(M_PI*y)*sin(M_PI*z)*exp(x+y+z);
00462        gradu2 = (M_PI*cos(M_PI*y)+sin(M_PI*y))
00463                   *sin(M_PI*x)*sin(M_PI*z)*exp(x+y+z);
00464        gradu3 = (M_PI*cos(M_PI*z)+sin(M_PI*z))
00465                   *sin(M_PI*x)*sin(M_PI*y)*exp(x+y+z);
00466   
00467    return 0;
00468  }
00469 
00470 // Calculates Laplacian of exact solution u
00471  double evalDivGradu(double & x, double & y, double & z)
00472  {
00473  /*
00474    // function 1
00475     double divGradu = -3.0*M_PI*M_PI*sin(M_PI*x)*sin(M_PI*y)*sin(M_PI*z);
00476  */
00477 
00478    // function 2
00479    double divGradu = -3.0*M_PI*M_PI*sin(M_PI*x)*sin(M_PI*y)*sin(M_PI*z)*exp(x+y+z)
00480                     + 2.0*M_PI*cos(M_PI*x)*sin(M_PI*y)*sin(M_PI*z)*exp(x+y+z)
00481                     + 2.0*M_PI*cos(M_PI*y)*sin(M_PI*x)*sin(M_PI*z)*exp(x+y+z)
00482                     + 2.0*M_PI*cos(M_PI*z)*sin(M_PI*x)*sin(M_PI*y)*exp(x+y+z)
00483                     + 3.0*sin(M_PI*x)*sin(M_PI*y)*sin(M_PI*z)*exp(x+y+z);
00484    
00485    return divGradu;
00486  }
00487