ProblemVec.cc 49.1 KB
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#include <sstream>
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#include <boost/lexical_cast.hpp>
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#include "ProblemVec.h"
#include "RecoveryEstimator.h"
#include "Serializer.h"
#include "AbstractFunction.h"
#include "Operator.h"
#include "SystemVector.h"
#include "DOFMatrix.h"
#include "FiniteElemSpace.h"
#include "Estimator.h"
#include "Marker.h"
#include "AdaptInfo.h"
#include "FileWriter.h"
#include "CoarseningManager.h"
#include "RefinementManager.h"
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#include "DualTraverse.h"
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#include "Mesh.h"
#include "OEMSolver.h"
#include "DirichletBC.h"
#include "RobinBC.h"
#include "PeriodicBC.h"
#include "Lagrange.h"
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#include "Flag.h"
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#include "TraverseParallel.h"
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#include "VtkWriter.h"
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#include "ValueReader.h"
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#include "ProblemVecDbg.h"
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#include "Debug.h"
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namespace AMDiS {

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  using boost::lexical_cast;

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  void ProblemVec::initialize(Flag initFlag,
			      ProblemVec *adoptProblem,
			      Flag adoptFlag)
  {
    FUNCNAME("ProblemVec::initialize()");
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    // === create meshes ===
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    if (meshes.size() != 0) { 
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      WARNING("meshes already created\n");
    } else {
      if (initFlag.isSet(CREATE_MESH) || 
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	  (!adoptFlag.isSet(INIT_MESH) &&
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	   (initFlag.isSet(INIT_SYSTEM) || initFlag.isSet(INIT_FE_SPACE))))
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	createMesh();
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      if (adoptProblem && 
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	  (adoptFlag.isSet(INIT_MESH) ||
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	   adoptFlag.isSet(INIT_SYSTEM) ||
	   adoptFlag.isSet(INIT_FE_SPACE))) {
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	meshes = adoptProblem->getMeshes();
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	componentMeshes = adoptProblem->componentMeshes;
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	refinementManager = adoptProblem->refinementManager;
	coarseningManager = adoptProblem->coarseningManager;
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	// If the adopt problem has fewer components than this problem, but only one
	// mesh for all component, than scal up the componentMeshes array.
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	if (adoptProblem->getNumComponents() < nComponents) {
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	  TEST_EXIT(meshes.size() == 1)("Daran muss ich noch arbeiten!\n");
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	  componentMeshes.resize(nComponents);
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	  for (int i = adoptProblem->getNumComponents(); i < nComponents; i++)
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	    componentMeshes[i] = componentMeshes[0];
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	}

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      }
    }

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    if (meshes.size() == 0) 
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      WARNING("no mesh created\n");

    // === create fespace ===
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    if (feSpaces.size() != 0) {
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      WARNING("feSpaces already created\n");
    } else {
      if (initFlag.isSet(INIT_FE_SPACE) || 
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	  (initFlag.isSet(INIT_SYSTEM) && !adoptFlag.isSet(INIT_FE_SPACE)))
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	createFeSpace(NULL);
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      if (adoptProblem &&
	  (adoptFlag.isSet(INIT_FE_SPACE) || adoptFlag.isSet(INIT_SYSTEM))) {
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	feSpaces = adoptProblem->getFeSpaces();
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	componentSpaces = adoptProblem->componentSpaces;
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	traverseInfo = adoptProblem->traverseInfo;
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	// If the adopt problem has fewer components than this problem, but only one
	// fe space for all component, than scal up the componentSpaces array.
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	if (adoptProblem->getNumComponents() < nComponents) {
	  TEST_EXIT(feSpaces.size() == 1)("Daran muss ich noch arbeiten!\n");
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	  componentSpaces.resize(nComponents);
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	  for (int i = adoptProblem->getNumComponents(); i < nComponents; i++)
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	    componentSpaces[i] = componentSpaces[0];
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	}

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      }
    }

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    if (feSpaces.size() == 0) 
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      WARNING("no feSpace created\n");

    // === create system ===
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    if (initFlag.isSet(INIT_SYSTEM)) 
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      createMatricesAndVectors();
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    if (adoptProblem && adoptFlag.isSet(INIT_SYSTEM)) {
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      solution = adoptProblem->getSolution();
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      rhs = adoptProblem->getRhs();
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      systemMatrix = adoptProblem->getSystemMatrix();
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    }

    // === create solver ===
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    if (solver) {
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      WARNING("solver already created\n");
    } else {
      if (initFlag.isSet(INIT_SOLVER)) {
	createSolver();
      } 
      if (adoptProblem && adoptFlag.isSet(INIT_SOLVER)) {
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	TEST_EXIT(!solver)("solver already created\n");
	solver = adoptProblem->getSolver();
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      }
    }

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    if (!solver) 
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      WARNING("no solver created\n");

    // === create estimator ===
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    if (initFlag.isSet(INIT_ESTIMATOR))
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      createEstimator();
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    if (adoptProblem && adoptFlag.isSet(INIT_ESTIMATOR))
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      estimator = adoptProblem->getEstimators();
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    // === create marker ===
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    if (initFlag.isSet(INIT_MARKER))
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      createMarker();
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    if (adoptProblem && adoptFlag.isSet(INIT_MARKER))
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      marker = adoptProblem->getMarkers();
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    // === create file writer ===
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    if (initFlag.isSet(INIT_FILEWRITER))
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      createFileWriter();
    
    // === read serialization and init mesh ===
    
    // There are two possiblities where the user can define a serialization
    // to be read from disk. Either by providing the parameter -rs when executing
    // the program or in the init file. The -rs parameter is always checked first,
    // because it can be added automatically when  rescheduling the program
    // before timeout of the runqueue.

    int readSerialization = 0;
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    std::string serializationFilename = "";
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    GET_PARAMETER(0, "argv->rs", &serializationFilename);

    // If the parameter -rs is set, we do nothing here, because the problem will be
    // deserialized in the constructor of a following AdaptInstationary initialization.
    if (!serializationFilename.compare("")) {
      int readSerializationWithAdaptInfo = 0;

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      GET_PARAMETER(0, name + "->input->read serialization", "%d", &readSerialization);
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      GET_PARAMETER(0, name + "->input->serialization with adaptinfo", "%d",
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		    &readSerializationWithAdaptInfo);

      // The serialization file is only read, if the adaptInfo part should not be used.
      // If the adaptInfo part should be also read, the serialization file will be read
      // in the constructor of the AdaptInstationary problem, because we do not have here
      // the adaptInfo object.
      if (readSerialization && !readSerializationWithAdaptInfo) {
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	GET_PARAMETER(0, name + "->input->serialization filename", 
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		      &serializationFilename);
	TEST_EXIT(serializationFilename != "")("no serialization file\n");

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	// If AMDiS is compiled for parallel computations, the deserialization is
	// controlled by the parallel problem object.
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#ifndef HAVE_PARALLEL_DOMAIN_AMDIS
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	std::ifstream in(serializationFilename.c_str());
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	deserialize(in);
	in.close();
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	MSG("Deserialization from file: %s\n", serializationFilename.c_str());
#endif
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      } else {
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	int globalRefinements = 0;
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	// If AMDiS is compied for parallel computations, the global refinements are
	// ignored here. Later, each rank will add the global refinements to its 
	// private mesh.
#ifndef HAVE_PARALLEL_DOMAIN_AMDIS
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	GET_PARAMETER(0, meshes[0]->getName() + "->global refinements", "%d", 
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		      &globalRefinements);
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#endif
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	// Initialize the meshes if there is no serialization file.
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	for (int i = 0; i < static_cast<int>(meshes.size()); i++) {
	  bool initMesh = initFlag.isSet(INIT_MESH) ||
	    (adoptProblem && adoptFlag.isSet(INIT_MESH));

	  if (initMesh && meshes[i] && !(meshes[i]->isInitialized()))
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	    meshes[i]->initialize();	    
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	}
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	// === read value file and use it for the mesh values ===
	std::string valueFilename("");
	GET_PARAMETER(0, meshes[0]->getName() + "->value file name", &valueFilename); 
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	if (valueFilename.length()) {
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	  ValueReader::readValue(valueFilename,
				 meshes[0],
				 solution->getDOFVector(0),
				 meshes[0]->getMacroFileInfo());
	  meshes[0]->clearMacroFileInfo();
	}

	// === do global refinements ===
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	for (unsigned int i = 0; i < meshes.size(); i++)
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	  if (initFlag.isSet(INIT_MESH) && meshes[i])
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	    refinementManager->globalRefine(meshes[i], globalRefinements);
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      }
    }

    doOtherStuff();
  }

  void ProblemVec::createMesh() 
  {
    FUNCNAME("ProblemVec::createMesh()");

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    componentMeshes.resize(nComponents);
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    std::map<int, Mesh*> meshForRefinementSet;
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    std::string meshName("");
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    GET_PARAMETER(0, name + "->mesh", &meshName);
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    TEST_EXIT(meshName != "")("no mesh name specified\n");
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    int dim = 0;
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    GET_PARAMETER(0, name + "->dim", "%d", &dim);
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    TEST_EXIT(dim)("no problem dimension specified!\n");
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    for (int i = 0; i < nComponents; i++) {
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      int refSet = -1;
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      GET_PARAMETER(0, name + "->refinement set[" + 
		       lexical_cast<std::string>(i) + "]", "%d", &refSet);
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      if (refSet < 0)
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	refSet = 0;
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      if (meshForRefinementSet[refSet] == NULL) {
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	Mesh *newMesh = new Mesh(meshName, dim);
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	meshForRefinementSet[refSet] = newMesh;
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	meshes.push_back(newMesh);
	nMeshes++;
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      }
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      componentMeshes[i] = meshForRefinementSet[refSet];
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    }
    switch(dim) {
    case 1:
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      coarseningManager = new CoarseningManager1d();
      refinementManager = new RefinementManager1d();
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      break;
    case 2:
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      coarseningManager = new CoarseningManager2d();
      refinementManager = new RefinementManager2d();
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      break;
    case 3:
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      coarseningManager = new CoarseningManager3d();
      refinementManager = new RefinementManager3d();
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      break;
    default:
      ERROR_EXIT("invalid dim!\n");
    }
  }

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  void ProblemVec::createFeSpace(DOFAdmin *admin)
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  {
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    FUNCNAME("ProblemVec::createFeSpace()");
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    std::map<std::pair<Mesh*, int>, FiniteElemSpace*> feSpaceMap;
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    int dim = -1;
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    GET_PARAMETER(0, name + "->dim", "%d", &dim);
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    TEST_EXIT(dim != -1)("no problem dimension specified!\n");
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    componentSpaces.resize(nComponents, NULL);
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    traverseInfo.resize(nComponents);
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    for (int i = 0; i < nComponents; i++) {
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      int degree = 1;
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      GET_PARAMETER(0, name + "->polynomial degree[" + 
		    boost::lexical_cast<std::string>(i) + "]","%d", &degree);
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      TEST_EXIT(componentSpaces[i] == NULL)("feSpace already created\n");
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      if (feSpaceMap[std::pair<Mesh*, int>(componentMeshes[i], degree)] == NULL) {
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	stringstream s;
	s << name << "->feSpace[" << i << "]";

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	FiniteElemSpace *newFeSpace = 
	  FiniteElemSpace::provideFeSpace(admin, Lagrange::getLagrange(dim, degree),
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					  componentMeshes[i], s.str());
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	feSpaceMap[std::pair<Mesh*, int>(componentMeshes[i], degree)] = newFeSpace;
	feSpaces.push_back(newFeSpace);
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      }
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      componentSpaces[i] = feSpaceMap[std::pair<Mesh*, int>(componentMeshes[i], degree)];
    }

    for (int i = 0; i < nComponents; i++) {
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      for (int j = 0; j < nComponents; j++)
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	traverseInfo.getMatrix(i, j).setFeSpace(componentSpaces[i], componentSpaces[j]);
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      traverseInfo.getVector(i).setFeSpace(componentSpaces[i]);
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    }

    // create dof admin for vertex dofs if neccessary
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    for (int i = 0; i < static_cast<int>(meshes.size()); i++) {
      if (meshes[i]->getNumberOfDOFs(VERTEX) == 0) {
	DimVec<int> ln_dof(meshes[i]->getDim(), DEFAULT_VALUE, 0);
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	ln_dof[VERTEX] = 1;
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	meshes[i]->createDOFAdmin("vertex dofs", ln_dof);      
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      }
    }
  }

  void ProblemVec::createMatricesAndVectors()
  {
    FUNCNAME("ProblemVec::createMatricesAndVectors()");

    // === create vectors and system matrix ===

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    systemMatrix = new Matrix<DOFMatrix*>(nComponents, nComponents);
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    systemMatrix->set(NULL);
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    rhs = new SystemVector("rhs", componentSpaces, nComponents);
    solution = new SystemVector("solution", componentSpaces, nComponents);
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    for (int i = 0; i < nComponents; i++) {
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      (*systemMatrix)[i][i] = new DOFMatrix(componentSpaces[i], 
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					    componentSpaces[i], "A_ii");
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      (*systemMatrix)[i][i]->setCoupleMatrix(false);
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      std::string numberedName = "rhs[" + boost::lexical_cast<std::string>(i) + "]";
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      rhs->setDOFVector(i, new DOFVector<double>(componentSpaces[i], numberedName));
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      numberedName = "solution[" + boost::lexical_cast<std::string>(i) + "]";
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      solution->setDOFVector(i, new DOFVector<double>(componentSpaces[i],
      						      numberedName));
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      solution->getDOFVector(i)->setCoarsenOperation(COARSE_INTERPOL);
      solution->getDOFVector(i)->set(0.0);
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    }
  }

  void ProblemVec::createSolver()
  {
    FUNCNAME("ProblemVec::createSolver()");

    // === create solver ===
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    std::string solverType("0");
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    GET_PARAMETER(0, name + "->solver", &solverType);
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    OEMSolverCreator *solverCreator = 
      dynamic_cast<OEMSolverCreator*>(CreatorMap<OEMSolver>::getCreator(solverType));
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    TEST_EXIT(solverCreator)("no solver type\n");
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    solverCreator->setName(name + "->solver");
    solver = solverCreator->create();
    solver->initParameters();
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  }

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  void ProblemVec::createEstimator()
  {
    FUNCNAME("ProblemVec::createEstimator()");

    // create and set leaf data prototype
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    for (unsigned int i = 0; i < meshes.size(); i++)
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      meshes[i]->setElementDataPrototype
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	(new LeafDataEstimatableVec(new LeafDataCoarsenableVec));
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    for (int i = 0; i < nComponents; i++) {
      TEST_EXIT(estimator[i] == NULL)("estimator already created\n");
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      std::string estName = 
	name + "->estimator[" + boost::lexical_cast<std::string>(i) + "]";
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      // === create estimator ===
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      std::string estimatorType("0");
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      GET_PARAMETER(0, estName, &estimatorType);
      EstimatorCreator *estimatorCreator = 
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	dynamic_cast<EstimatorCreator*>(CreatorMap<Estimator>::getCreator(estimatorType));
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      if (estimatorCreator) {
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	estimatorCreator->setName(estName);
	estimatorCreator->setRow(i);
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	if (estimatorType == "recovery")
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	  dynamic_cast<RecoveryEstimator::Creator*>(estimatorCreator)->
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	    setSolution(solution->getDOFVector(i));       
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	estimator[i] = estimatorCreator->create();
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      }


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      if (estimator[i])
	for (int j = 0; j < nComponents; j++)
	  estimator[i]->addSystem((*systemMatrix)[i][j], 
				  solution->getDOFVector(j), 
				  rhs->getDOFVector(j));      
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    }
  }

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  void ProblemVec::createMarker()
  {
    FUNCNAME("ProblemVec::createMarker()");

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    int nMarkersCreated = 0;
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    for (int i = 0; i < nComponents; i++) {
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      marker[i] = Marker::createMarker
	(name + "->marker[" + boost::lexical_cast<std::string>(i) + "]", i);

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      if (marker[i]) {
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	nMarkersCreated++;

	// If there is more than one marker, and all components are defined
	// on the same mesh, the maximum marking has to be enabled.
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 	if (nMarkersCreated > 1 && nMeshes == 1)
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 	  marker[i]->setMaximumMarking(true);
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      }
    }
  }

  void ProblemVec::createFileWriter()
  {
    FUNCNAME("ProblemVec::createFileWriter()");
  
    // Create one filewriter for all components of the problem
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    std::string numberedName  = name + "->output";
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    std::string filename = "";
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    GET_PARAMETER(0, numberedName + "->filename", &filename);

    if (filename != "") {
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      std::vector< DOFVector<double>* > solutionList(nComponents);
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      for (int i = 0; i < nComponents; i++) {
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	TEST_EXIT(componentMeshes[0] == componentMeshes[i])
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	  ("All Meshes have to be equal to write a vector file.\n");

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	solutionList[i] = solution->getDOFVector(i);
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      }

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      fileWriters.push_back(new FileWriter(numberedName,
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					    componentMeshes[0],
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					    solutionList));
    }

    // Create own filewriters for each components of the problem
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    for (int i = 0; i < nComponents; i++) {
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      numberedName = name + "->output[" + boost::lexical_cast<std::string>(i) + "]";
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      filename = "";
      GET_PARAMETER(0, numberedName + "->filename", &filename);

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      if (filename != "")
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	fileWriters.push_back(new FileWriter(numberedName, 
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					     componentMeshes[i], 
					     solution->getDOFVector(i)));
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    }

    // Check for serializer
    int writeSerialization = 0;
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    GET_PARAMETER(0, name + "->write serialization", "%d", &writeSerialization);
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    if (writeSerialization) {
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      MSG("Use are using the obsolete parameter: %s->write serialization\n", name.c_str());
      MSG("Please use instead the following parameter: %s->output->write serialization\n", name.c_str());
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      ERROR_EXIT("Usage of an obsolete parameter (see message above)!\n");
    }

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    GET_PARAMETER(0, name + "->output->write serialization", "%d", &writeSerialization);
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    // Serialization is not allowed to be done by the problem, if its part of a parallel
    // problem definition. Than, the parallel problem object must be serialized.
#ifndef HAVE_PARALLEL_DOMAIN_AMDIS
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    if (writeSerialization)
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      fileWriters.push_back(new Serializer<ProblemVec>(this));
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#endif
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  }

  void ProblemVec::doOtherStuff()
  {
  }

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  void ProblemVec::solve(AdaptInfo *adaptInfo, bool fixedMatrix)
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  {
    FUNCNAME("Problem::solve()");

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    if (!solver) {
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      WARNING("no solver\n");
      return;
    }

#ifdef _OPENMP
    double wtime = omp_get_wtime();
#endif

    clock_t first = clock();
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    solver->solveSystem(solverMatrix, *solution, *rhs);
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#ifdef _OPENMP
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    INFO(info, 8)("solution of discrete system needed %.5f seconds system time / %.5f seconds wallclock time\n",
		  TIME_USED(first, clock()), omp_get_wtime() - wtime);
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#else
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    INFO(info, 8)("solution of discrete system needed %.5f seconds\n", 
		  TIME_USED(first, clock()));
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#endif

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    adaptInfo->setSolverIterations(solver->getIterations());
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    adaptInfo->setMaxSolverIterations(solver->getMaxIterations());
    adaptInfo->setSolverTolerance(solver->getTolerance());
    adaptInfo->setSolverResidual(solver->getResidual());
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  }

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  void ProblemVec::estimate(AdaptInfo *adaptInfo) 
  {
    FUNCNAME("ProblemVec::estimate()");

    clock_t first = clock();

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#ifdef _OPENMP
    double wtime = omp_get_wtime();
#endif

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    if (computeExactError) {
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      computeError(adaptInfo);
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    } else {
      for (int i = 0; i < nComponents; i++) {
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	Estimator *scalEstimator = estimator[i];
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	if (scalEstimator) {
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	  traverseInfo.updateStatus();
	  scalEstimator->setTraverseInfo(traverseInfo);
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	  scalEstimator->estimate(adaptInfo->getTimestep());
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	  adaptInfo->setEstSum(scalEstimator->getErrorSum(), i);
	  adaptInfo->setEstMax(scalEstimator->getErrorMax(), i);
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	  if (adaptInfo->getRosenbrockMode() == false) {
	    adaptInfo->setTimeEstSum(scalEstimator->getTimeEst(), i);
	    adaptInfo->setTimeEstMax(scalEstimator->getTimeEstMax(), i);
	  }
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	}
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      }
    }

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#ifdef _OPENMP
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    INFO(info, 8)("estimation of the error needed %.5f seconds system time / %.5f seconds wallclock time\n",
		  TIME_USED(first, clock()), omp_get_wtime() - wtime);
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#else
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    INFO(info, 8)("estimation of the error needed %.5f seconds\n",
		  TIME_USED(first, clock()));
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#endif
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  }

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  Flag ProblemVec::markElements(AdaptInfo *adaptInfo) 
  {
    FUNCNAME("ProblemVec::markElements()");

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    TEST_EXIT_DBG(static_cast<unsigned int>(nComponents) == marker.size())
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      ("Wrong number of markers!\n");

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    Flag markFlag = 0;
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    for (int i = 0; i < nComponents; i++) {
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      if (marker[i])
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	markFlag |= marker[i]->markMesh(adaptInfo, componentMeshes[i]);
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      else
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	WARNING("No marker for component %d\n", i);              
    }
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    return markFlag;
  }

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  Flag ProblemVec::refineMesh(AdaptInfo *adaptInfo) 
  {
    FUNCNAME("ProblemVec::refineMesh()");

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    int nMeshes = static_cast<int>(meshes.size());
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    Flag refineFlag = 0;
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    for (int i = 0; i < nMeshes; i++)
      if (adaptInfo->isRefinementAllowed(i))
	refineFlag |= refinementManager->refineMesh(meshes[i]);

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    return refineFlag;
  }

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  Flag ProblemVec::coarsenMesh(AdaptInfo *adaptInfo) 
  {
    FUNCNAME("ProblemVec::coarsenMesh()");

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    int nMeshes = static_cast<int>(meshes.size());
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    Flag coarsenFlag = 0;
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    for (int i = 0; i < nMeshes; i++)
      if (adaptInfo->isCoarseningAllowed(i))
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	coarsenFlag |= coarseningManager->coarsenMesh(meshes[i]);
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    return coarsenFlag;
  }

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  Flag ProblemVec::oneIteration(AdaptInfo *adaptInfo, Flag toDo)
  {
    FUNCNAME("ProblemVec::oneIteration()");

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    for (int i = 0; i < nComponents; i++)
      if (adaptInfo->spaceToleranceReached(i))
	adaptInfo->allowRefinement(false, i);
      else
	adaptInfo->allowRefinement(true, i);	
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    return StandardProblemIteration::oneIteration(adaptInfo, toDo);
  }

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  void ProblemVec::buildAfterCoarsen(AdaptInfo *adaptInfo, Flag flag,
				     bool asmMatrix, bool asmVector)
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  {
    FUNCNAME("ProblemVec::buildAfterCoarsen()");

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    if (dualMeshTraverseRequired()) {
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      dualAssemble(adaptInfo, flag, asmMatrix, asmVector);
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      return;
    }
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    //    printOpenmpTraverseInfo(this, true);
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    //    std::cout << "ElInfo = " << ElInfo::subElemMatrices.size() << std::endl;

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    for (unsigned int i = 0; i < meshes.size(); i++)
      meshes[i]->dofCompress();


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    clock_t first = clock();
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#ifdef _OPENMP
    double wtime = omp_get_wtime();
#endif

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    Flag assembleFlag = 
      flag | 
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      (*systemMatrix)[0][0]->getAssembleFlag() | 
      rhs->getDOFVector(0)->getAssembleFlag()  |
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      Mesh::CALL_LEAF_EL                        | 
      Mesh::FILL_COORDS                         |
      Mesh::FILL_DET                            |
      Mesh::FILL_GRD_LAMBDA |
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      Mesh::FILL_NEIGH;

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    if (useGetBound)
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      assembleFlag |= Mesh::FILL_BOUND;
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    traverseInfo.updateStatus();
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    // Used to calculate the overall number of non zero entries.
    int nnz = 0;

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    for (int i = 0; i < nComponents; i++) {
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      MSG("%d DOFs for %s\n", 
	  componentSpaces[i]->getAdmin()->getUsedSize(), 
	  componentSpaces[i]->getName().c_str());

      rhs->getDOFVector(i)->set(0.0);

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      for (int j = 0; j < nComponents; j++) {
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	if (writeAsmInfo)
	  std::cout << "-------" << i << " " << j << "----------------" << std::endl;
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	// Only if this variable is true, the current matrix will be assembled.	
	bool assembleMatrix = true;
	// The DOFMatrix which should be assembled (or not, if assembleMatrix
	// will be set to false).
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	DOFMatrix *matrix = (asmMatrix ? (*systemMatrix)[i][j] : NULL);
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	if (writeAsmInfo && matrix) {
	  for (std::vector<Operator*>::iterator it = matrix->getOperatorsBegin();
	       it != matrix->getOperatorsEnd(); ++it) {
	    Assembler *assembler = (*it)->getAssembler();
	    if (assembler->getZeroOrderAssembler()) 
	      std::cout << "ZOA: " << assembler->getZeroOrderAssembler()->getName() << std::endl;
	    if (assembler->getFirstOrderAssembler(GRD_PSI)) 
	      std::cout << "FOA GRD_PSI: " << assembler->getFirstOrderAssembler(GRD_PSI)->getName() << std::endl;
	    if (assembler->getFirstOrderAssembler(GRD_PHI)) 
	      std::cout << "FOA GRD_PHI: " << assembler->getFirstOrderAssembler(GRD_PHI)->getName() << std::endl;
	    if (assembler->getSecondOrderAssembler()) 
	      std::cout << "SOA: " << assembler->getSecondOrderAssembler()->getName() << std::endl;
	  }
	}

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	if (matrix) 
	  matrix->calculateNnz();
	
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	// If the matrix was assembled before and it is marked to be assembled
	// only once, it will not be assembled.
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	if (assembleMatrixOnlyOnce[i][j] && assembledMatrix[i][j]) {
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	  assembleMatrix = false;
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	} else if (matrix) {
	  matrix->getBaseMatrix().
	    change_dim(componentSpaces[i]->getAdmin()->getUsedSize(), 
		       componentSpaces[j]->getAdmin()->getUsedSize());

	  set_to_zero(matrix->getBaseMatrix());
	}
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	// If there is no DOFMatrix, e.g., if it is completly 0, do not assemble.
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	if (!matrix || !assembleMatrix)
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	  assembleMatrix = false;

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	// If the matrix should not be assembled, the rhs vector has to be considered.
	// This will be only done, if i == j. So, if both is not true, we can jump
	// to the next matrix.
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	if (!assembleMatrix && i != j) {
	  if (matrix)
	    nnz += matrix->getBaseMatrix().nnz();

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	  continue;
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	}
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	if (assembleMatrix && matrix->getBoundaryManager())
	  matrix->getBoundaryManager()->initMatrix(matrix);

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	// The simplest case: either the right hand side has no operaters, no aux
	// fe spaces, or all aux fe spaces are equal to the row and col fe space.
	assembleOnOneMesh(componentSpaces[i],
			  assembleFlag,
			  assembleMatrix ? matrix : NULL,
			  ((i == j) && asmVector) ? rhs->getDOFVector(i) : NULL);
      
	assembledMatrix[i][j] = true;
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	if (assembleMatrix)
	  matrix->finishInsertion();
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 	if (assembleMatrix && matrix->getBoundaryManager())
 	  matrix->getBoundaryManager()->exitMatrix(matrix);	
	
	if (matrix)
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	  nnz += matrix->getBaseMatrix().nnz();
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      }
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      // And now assemble boundary conditions on the vectors
      assembleBoundaryConditions(rhs->getDOFVector(i),
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 				 solution->getDOFVector(i),
 				 componentMeshes[i],
 				 assembleFlag);     
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    }
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    if (asmMatrix) {
      solverMatrix.setMatrix(*systemMatrix);      
      createPrecon();
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      INFO(info, 8)("fillin of assembled matrix: %d\n", nnz);
    }
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#ifdef _OPENMP
    INFO(info, 8)("buildAfterCoarsen needed %.5f seconds system time / %.5f seconds wallclock time\n",
		  TIME_USED(first, clock()), omp_get_wtime() - wtime);
#else
    INFO(info, 8)("buildAfterCoarsen needed %.5f seconds\n", 
		  TIME_USED(first, clock()));    
#endif    
  }
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  bool ProblemVec::dualMeshTraverseRequired()
  {
    FUNCNAME("ProblemVec::dualMeshTraverseRequired()");

    TEST_EXIT(meshes.size() <= 2)("More than two mneshes are not supported yet!\n");    

    return (meshes.size() == 2);
  }
  

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  void ProblemVec::dualAssemble(AdaptInfo *adaptInfo, Flag flag, 
				bool asmMatrix, bool asmVector)
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  {
    FUNCNAME("ProblemVec::dualAssemble()");

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    TEST_EXIT(asmVector)("Not yet implemented!\n");

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    for (unsigned int i = 0; i < meshes.size(); i++)
      meshes[i]->dofCompress();


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    clock_t first = clock();
#ifdef _OPENMP
    double wtime = omp_get_wtime();
#endif

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    Flag assembleFlag = 
      flag | 
      (*systemMatrix)[0][0]->getAssembleFlag() | 
      rhs->getDOFVector(0)->getAssembleFlag()  |
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      Mesh::CALL_LEAF_EL                        | 
      Mesh::FILL_COORDS                         |
      Mesh::FILL_DET                            |
      Mesh::FILL_GRD_LAMBDA |
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      Mesh::FILL_NEIGH;

    if (useGetBound)
      assembleFlag |= Mesh::FILL_BOUND;
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    traverseInfo.updateStatus();

    // Used to calculate the overall number of non zero entries.
    int nnz = 0;

    for (int i = 0; i < nComponents; i++) {

      MSG("%d DOFs for %s\n", 
	  componentSpaces[i]->getAdmin()->getUsedSize(), 
	  componentSpaces[i]->getName().c_str());

      rhs->getDOFVector(i)->set(0.0);

      for (int j = 0; j < nComponents; j++) {

	if (writeAsmInfo)
	  std::cout << "-------" << i << " " << j << "----------------" << std::endl;

	// Only if this variable is true, the current matrix will be assembled.	
	bool assembleMatrix = true;
	// The DOFMatrix which should be assembled (or not, if assembleMatrix
	// will be set to false).
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	DOFMatrix *matrix = (asmMatrix ? (*systemMatrix)[i][j] : NULL);
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	if (writeAsmInfo && matrix) {
	  for (std::vector<Operator*>::iterator it = matrix->getOperatorsBegin();
	       it != matrix->getOperatorsEnd(); ++it) {
	    Assembler *assembler = (*it)->getAssembler();
	    if (assembler->getZeroOrderAssembler()) 
	      std::cout << "ZOA: " << assembler->getZeroOrderAssembler()->getName() << std::endl;
	    if (assembler->getFirstOrderAssembler(GRD_PSI)) 
	      std::cout << "FOA GRD_PSI: " << assembler->getFirstOrderAssembler(GRD_PSI)->getName() << std::endl;
	    if (assembler->getFirstOrderAssembler(GRD_PHI)) 
	      std::cout << "FOA GRD_PHI: " << assembler->getFirstOrderAssembler(GRD_PHI)->getName() << std::endl;
	    if (assembler->getSecondOrderAssembler()) 
	      std::cout << "SOA: " << assembler->getSecondOrderAssembler()->getName() << std::endl;
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	  }
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	}
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	if (matrix) 
	  matrix->calculateNnz();
	
	// If the matrix was assembled before and it is marked to be assembled
	// only once, it will not be assembled.
	if (assembleMatrixOnlyOnce[i][j] && assembledMatrix[i][j]) {
	  assembleMatrix = false;
	} else if (matrix) {
	  matrix->getBaseMatrix().
	    change_dim(componentSpaces[i]->getAdmin()->getUsedSize(), 
		       componentSpaces[j]->getAdmin()->getUsedSize());
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	  set_to_zero(matrix->getBaseMatrix());
	  matrix->startInsertion(matrix->getNnz());
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	  if (matrix->getBoundaryManager())
	    matrix->getBoundaryManager()->initMatrix(matrix);
	}
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	// If there is no DOFMatrix, e.g., if it is completly 0, do not assemble.
	if (!matrix || !assembleMatrix)
	  assembleMatrix = false;
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	// If the matrix should not be assembled, the rhs vector has to be considered.
	// This will be only done, if i == j. So, if both is not true, we can jump
	// to the next matrix.
	if (!assembleMatrix && i != j)
	  if (matrix)
	    nnz += <