Intrepid
test_02.cpp
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43
56#include "Teuchos_oblackholestream.hpp"
57#include "Teuchos_RCP.hpp"
58#include "Teuchos_GlobalMPISession.hpp"
59#include "Teuchos_SerialDenseMatrix.hpp"
60#include "Teuchos_SerialDenseVector.hpp"
61#include "Teuchos_LAPACK.hpp"
62
63using namespace std;
64using namespace Intrepid;
65
66void rhsFunc(FieldContainer<double> &, const FieldContainer<double> &, int, int);
67void neumann(FieldContainer<double> & ,
68 const FieldContainer<double> & ,
69 const FieldContainer<double> & ,
70 const shards::CellTopology & ,
71 int, int, int);
72void u_exact(FieldContainer<double> &, const FieldContainer<double> &, int, int);
73
75void rhsFunc(FieldContainer<double> & result,
76 const FieldContainer<double> & points,
77 int xd,
78 int yd) {
79
80 int x = 0, y = 1;
81
82 // second x-derivatives of u
83 if (xd > 1) {
84 for (int cell=0; cell<result.dimension(0); cell++) {
85 for (int pt=0; pt<result.dimension(1); pt++) {
86 result(cell,pt) = - xd*(xd-1)*std::pow(points(cell,pt,x), xd-2) * std::pow(points(cell,pt,y), yd);
87 }
88 }
89 }
90
91 // second y-derivatives of u
92 if (yd > 1) {
93 for (int cell=0; cell<result.dimension(0); cell++) {
94 for (int pt=0; pt<result.dimension(1); pt++) {
95 result(cell,pt) -= yd*(yd-1)*std::pow(points(cell,pt,y), yd-2) * std::pow(points(cell,pt,x), xd);
96 }
97 }
98 }
99
100 // add u
101 for (int cell=0; cell<result.dimension(0); cell++) {
102 for (int pt=0; pt<result.dimension(1); pt++) {
103 result(cell,pt) += std::pow(points(cell,pt,x), xd) * std::pow(points(cell,pt,y), yd);
104 }
105 }
106
107}
108
109
111void neumann(FieldContainer<double> & result,
112 const FieldContainer<double> & points,
113 const FieldContainer<double> & jacs,
114 const shards::CellTopology & parentCell,
115 int sideOrdinal, int xd, int yd) {
116
117 int x = 0, y = 1;
118
119 int numCells = result.dimension(0);
120 int numPoints = result.dimension(1);
121
122 FieldContainer<double> grad_u(numCells, numPoints, 2);
123 FieldContainer<double> side_normals(numCells, numPoints, 2);
124 FieldContainer<double> normal_lengths(numCells, numPoints);
125
126 // first x-derivatives of u
127 if (xd > 0) {
128 for (int cell=0; cell<numCells; cell++) {
129 for (int pt=0; pt<numPoints; pt++) {
130 grad_u(cell,pt,x) = xd*std::pow(points(cell,pt,x), xd-1) * std::pow(points(cell,pt,y), yd);
131 }
132 }
133 }
134
135 // first y-derivatives of u
136 if (yd > 0) {
137 for (int cell=0; cell<numCells; cell++) {
138 for (int pt=0; pt<numPoints; pt++) {
139 grad_u(cell,pt,y) = yd*std::pow(points(cell,pt,y), yd-1) * std::pow(points(cell,pt,x), xd);
140 }
141 }
142 }
143
144 CellTools<double>::getPhysicalSideNormals(side_normals, jacs, sideOrdinal, parentCell);
145
146 // scale normals
147 RealSpaceTools<double>::vectorNorm(normal_lengths, side_normals, NORM_TWO);
148 FunctionSpaceTools::scalarMultiplyDataData<double>(side_normals, normal_lengths, side_normals, true);
149
150 FunctionSpaceTools::dotMultiplyDataData<double>(result, grad_u, side_normals);
151
152}
153
155void u_exact(FieldContainer<double> & result, const FieldContainer<double> & points, int xd, int yd) {
156 int x = 0, y = 1;
157 for (int cell=0; cell<result.dimension(0); cell++) {
158 for (int pt=0; pt<result.dimension(1); pt++) {
159 result(cell,pt) = std::pow(points(pt,x), xd)*std::pow(points(pt,y), yd);
160 }
161 }
162}
163
164
165
166
167int main(int argc, char *argv[]) {
168
169 Teuchos::GlobalMPISession mpiSession(&argc, &argv);
170
171 // This little trick lets us print to std::cout only if
172 // a (dummy) command-line argument is provided.
173 int iprint = argc - 1;
174 Teuchos::RCP<std::ostream> outStream;
175 Teuchos::oblackholestream bhs; // outputs nothing
176 if (iprint > 0)
177 outStream = Teuchos::rcp(&std::cout, false);
178 else
179 outStream = Teuchos::rcp(&bhs, false);
180
181 // Save the format state of the original std::cout.
182 Teuchos::oblackholestream oldFormatState;
183 oldFormatState.copyfmt(std::cout);
184
185 *outStream \
186 << "===============================================================================\n" \
187 << "| |\n" \
188 << "| Unit Test (Basis_HGRAD_TRI_Cn_FEM) |\n" \
189 << "| |\n" \
190 << "| 1) Patch test involving mass and stiffness matrices, |\n" \
191 << "| for the Neumann problem on a triangular patch |\n" \
192 << "| Omega with boundary Gamma. |\n" \
193 << "| |\n" \
194 << "| - div (grad u) + u = f in Omega, (grad u) . n = g on Gamma |\n" \
195 << "| |\n" \
196 << "| Questions? Contact Pavel Bochev (pbboche@sandia.gov), |\n" \
197 << "| Denis Ridzal (dridzal@sandia.gov), |\n" \
198 << "| Kara Peterson (kjpeter@sandia.gov). |\n" \
199 << "| |\n" \
200 << "| Intrepid's website: http://trilinos.sandia.gov/packages/intrepid |\n" \
201 << "| Trilinos website: http://trilinos.sandia.gov |\n" \
202 << "| |\n" \
203 << "===============================================================================\n"\
204 << "| TEST 1: Patch test |\n"\
205 << "===============================================================================\n";
206
207
208 int errorFlag = 0;
209
210 outStream -> precision(16);
211
212
213 try {
214
215 int max_order = 10; // max total order of polynomial solution
216 DefaultCubatureFactory<double> cubFactory; // create cubature factory
217 shards::CellTopology cell(shards::getCellTopologyData< shards::Triangle<> >()); // create parent cell topology
218 shards::CellTopology side(shards::getCellTopologyData< shards::Line<> >()); // create relevant subcell (side) topology
219 int cellDim = cell.getDimension();
220 int sideDim = side.getDimension();
221
222 // Define array containing points at which the solution is evaluated, in reference cell.
223 int numIntervals = 10;
224 int numInterpPoints = ((numIntervals + 1)*(numIntervals + 2))/2;
225 FieldContainer<double> interp_points_ref(numInterpPoints, 2);
226 int counter = 0;
227 for (int j=0; j<=numIntervals; j++) {
228 for (int i=0; i<=numIntervals; i++) {
229 if (i <= numIntervals-j) {
230 interp_points_ref(counter,0) = i*(1.0/numIntervals);
231 interp_points_ref(counter,1) = j*(1.0/numIntervals);
232 counter++;
233 }
234 }
235 }
236
237 /* Parent cell definition. */
238 FieldContainer<double> cell_nodes(1, 3, cellDim);
239 // Perturbed reference triangle.
240 cell_nodes(0, 0, 0) = 0.1;
241 cell_nodes(0, 0, 1) = -0.1;
242 cell_nodes(0, 1, 0) = 1.1;
243 cell_nodes(0, 1, 1) = -0.1;
244 cell_nodes(0, 2, 0) = 0.1;
245 cell_nodes(0, 2, 1) = 0.9;
246 // Reference triangle.
247 /*cell_nodes(0, 0, 0) = 0.0;
248 cell_nodes(0, 0, 1) = 0.0;
249 cell_nodes(0, 1, 0) = 1.0;
250 cell_nodes(0, 1, 1) = 0.0;
251 cell_nodes(0, 2, 0) = 0.0;
252 cell_nodes(0, 2, 1) = 1.0;*/
253
254 FieldContainer<double> interp_points(1, numInterpPoints, cellDim);
255 CellTools<double>::mapToPhysicalFrame(interp_points, interp_points_ref, cell_nodes, cell);
256 interp_points.resize(numInterpPoints, cellDim);
257
258 // we'll test two types of bases
259 EPointType pointtype[] = {POINTTYPE_EQUISPACED, POINTTYPE_WARPBLEND};
260 for (int ptype=0; ptype < 2; ptype++) {
261
262 *outStream << "\nTesting bases with " << EPointTypeToString(pointtype[ptype]) << ":\n";
263
264 for (int x_order=0; x_order <= max_order; x_order++) {
265 for (int y_order=0; y_order <= max_order-x_order; y_order++) {
266
267 // evaluate exact solution
268 FieldContainer<double> exact_solution(1, numInterpPoints);
269 u_exact(exact_solution, interp_points, x_order, y_order);
270
271 int total_order = std::max(x_order + y_order, 1);
272
273 for (int basis_order=total_order; basis_order <= max_order; basis_order++) {
274
275 // set test tolerance
276 double zero = basis_order*basis_order*100*INTREPID_TOL;
277
278 //create basis
279 Teuchos::RCP<Basis<double,FieldContainer<double> > > basis =
280 Teuchos::rcp(new Basis_HGRAD_TRI_Cn_FEM<double,FieldContainer<double> >(basis_order, pointtype[ptype]) );
281 int numFields = basis->getCardinality();
282
283 // create cubatures
284 Teuchos::RCP<Cubature<double> > cellCub = cubFactory.create(cell, 2*basis_order);
285 Teuchos::RCP<Cubature<double> > sideCub = cubFactory.create(side, 2*basis_order);
286 int numCubPointsCell = cellCub->getNumPoints();
287 int numCubPointsSide = sideCub->getNumPoints();
288
289 /* Computational arrays. */
290 /* Section 1: Related to parent cell integration. */
291 FieldContainer<double> cub_points_cell(numCubPointsCell, cellDim);
292 FieldContainer<double> cub_points_cell_physical(1, numCubPointsCell, cellDim);
293 FieldContainer<double> cub_weights_cell(numCubPointsCell);
294 FieldContainer<double> jacobian_cell(1, numCubPointsCell, cellDim, cellDim);
295 FieldContainer<double> jacobian_inv_cell(1, numCubPointsCell, cellDim, cellDim);
296 FieldContainer<double> jacobian_det_cell(1, numCubPointsCell);
297 FieldContainer<double> weighted_measure_cell(1, numCubPointsCell);
298
299 FieldContainer<double> value_of_basis_at_cub_points_cell(numFields, numCubPointsCell);
300 FieldContainer<double> transformed_value_of_basis_at_cub_points_cell(1, numFields, numCubPointsCell);
301 FieldContainer<double> weighted_transformed_value_of_basis_at_cub_points_cell(1, numFields, numCubPointsCell);
302 FieldContainer<double> grad_of_basis_at_cub_points_cell(numFields, numCubPointsCell, cellDim);
303 FieldContainer<double> transformed_grad_of_basis_at_cub_points_cell(1, numFields, numCubPointsCell, cellDim);
304 FieldContainer<double> weighted_transformed_grad_of_basis_at_cub_points_cell(1, numFields, numCubPointsCell, cellDim);
305 FieldContainer<double> fe_matrix(1, numFields, numFields);
306
307 FieldContainer<double> rhs_at_cub_points_cell_physical(1, numCubPointsCell);
308 FieldContainer<double> rhs_and_soln_vector(1, numFields);
309
310 /* Section 2: Related to subcell (side) integration. */
311 unsigned numSides = 3;
312 FieldContainer<double> cub_points_side(numCubPointsSide, sideDim);
313 FieldContainer<double> cub_weights_side(numCubPointsSide);
314 FieldContainer<double> cub_points_side_refcell(numCubPointsSide, cellDim);
315 FieldContainer<double> cub_points_side_physical(1, numCubPointsSide, cellDim);
316 FieldContainer<double> jacobian_side_refcell(1, numCubPointsSide, cellDim, cellDim);
317 FieldContainer<double> jacobian_det_side_refcell(1, numCubPointsSide);
318 FieldContainer<double> weighted_measure_side_refcell(1, numCubPointsSide);
319
320 FieldContainer<double> value_of_basis_at_cub_points_side_refcell(numFields, numCubPointsSide);
321 FieldContainer<double> transformed_value_of_basis_at_cub_points_side_refcell(1, numFields, numCubPointsSide);
322 FieldContainer<double> weighted_transformed_value_of_basis_at_cub_points_side_refcell(1, numFields, numCubPointsSide);
323 FieldContainer<double> neumann_data_at_cub_points_side_physical(1, numCubPointsSide);
324 FieldContainer<double> neumann_fields_per_side(1, numFields);
325
326 /* Section 3: Related to global interpolant. */
327 FieldContainer<double> value_of_basis_at_interp_points(numFields, numInterpPoints);
328 FieldContainer<double> transformed_value_of_basis_at_interp_points(1, numFields, numInterpPoints);
329 FieldContainer<double> interpolant(1, numInterpPoints);
330
331 FieldContainer<int> ipiv(numFields);
332
333
334
335 /******************* START COMPUTATION ***********************/
336
337 // get cubature points and weights
338 cellCub->getCubature(cub_points_cell, cub_weights_cell);
339
340 // compute geometric cell information
341 CellTools<double>::setJacobian(jacobian_cell, cub_points_cell, cell_nodes, cell);
342 CellTools<double>::setJacobianInv(jacobian_inv_cell, jacobian_cell);
343 CellTools<double>::setJacobianDet(jacobian_det_cell, jacobian_cell);
344
345 // compute weighted measure
346 FunctionSpaceTools::computeCellMeasure<double>(weighted_measure_cell, jacobian_det_cell, cub_weights_cell);
347
349 // Computing mass matrices:
350 // tabulate values of basis functions at (reference) cubature points
351 basis->getValues(value_of_basis_at_cub_points_cell, cub_points_cell, OPERATOR_VALUE);
352
353 // transform values of basis functions
354 FunctionSpaceTools::HGRADtransformVALUE<double>(transformed_value_of_basis_at_cub_points_cell,
355 value_of_basis_at_cub_points_cell);
356
357 // multiply with weighted measure
358 FunctionSpaceTools::multiplyMeasure<double>(weighted_transformed_value_of_basis_at_cub_points_cell,
359 weighted_measure_cell,
360 transformed_value_of_basis_at_cub_points_cell);
361
362 // compute mass matrices
363 FunctionSpaceTools::integrate<double>(fe_matrix,
364 transformed_value_of_basis_at_cub_points_cell,
365 weighted_transformed_value_of_basis_at_cub_points_cell,
366 COMP_BLAS);
368
370 // Computing stiffness matrices:
371 // tabulate gradients of basis functions at (reference) cubature points
372 basis->getValues(grad_of_basis_at_cub_points_cell, cub_points_cell, OPERATOR_GRAD);
373
374 // transform gradients of basis functions
375 FunctionSpaceTools::HGRADtransformGRAD<double>(transformed_grad_of_basis_at_cub_points_cell,
376 jacobian_inv_cell,
377 grad_of_basis_at_cub_points_cell);
378
379 // multiply with weighted measure
380 FunctionSpaceTools::multiplyMeasure<double>(weighted_transformed_grad_of_basis_at_cub_points_cell,
381 weighted_measure_cell,
382 transformed_grad_of_basis_at_cub_points_cell);
383
384 // compute stiffness matrices and sum into fe_matrix
385 FunctionSpaceTools::integrate<double>(fe_matrix,
386 transformed_grad_of_basis_at_cub_points_cell,
387 weighted_transformed_grad_of_basis_at_cub_points_cell,
388 COMP_BLAS,
389 true);
391
393 // Computing RHS contributions:
394 // map cell (reference) cubature points to physical space
395 CellTools<double>::mapToPhysicalFrame(cub_points_cell_physical, cub_points_cell, cell_nodes, cell);
396
397 // evaluate rhs function
398 rhsFunc(rhs_at_cub_points_cell_physical, cub_points_cell_physical, x_order, y_order);
399
400 // compute rhs
401 FunctionSpaceTools::integrate<double>(rhs_and_soln_vector,
402 rhs_at_cub_points_cell_physical,
403 weighted_transformed_value_of_basis_at_cub_points_cell,
404 COMP_BLAS);
405
406 // compute neumann b.c. contributions and adjust rhs
407 sideCub->getCubature(cub_points_side, cub_weights_side);
408 for (unsigned i=0; i<numSides; i++) {
409 // compute geometric cell information
410 CellTools<double>::mapToReferenceSubcell(cub_points_side_refcell, cub_points_side, sideDim, (int)i, cell);
411 CellTools<double>::setJacobian(jacobian_side_refcell, cub_points_side_refcell, cell_nodes, cell);
412 CellTools<double>::setJacobianDet(jacobian_det_side_refcell, jacobian_side_refcell);
413
414 // compute weighted edge measure
415 FunctionSpaceTools::computeEdgeMeasure<double>(weighted_measure_side_refcell,
416 jacobian_side_refcell,
417 cub_weights_side,
418 i,
419 cell);
420
421 // tabulate values of basis functions at side cubature points, in the reference parent cell domain
422 basis->getValues(value_of_basis_at_cub_points_side_refcell, cub_points_side_refcell, OPERATOR_VALUE);
423 // transform
424 FunctionSpaceTools::HGRADtransformVALUE<double>(transformed_value_of_basis_at_cub_points_side_refcell,
425 value_of_basis_at_cub_points_side_refcell);
426
427 // multiply with weighted measure
428 FunctionSpaceTools::multiplyMeasure<double>(weighted_transformed_value_of_basis_at_cub_points_side_refcell,
429 weighted_measure_side_refcell,
430 transformed_value_of_basis_at_cub_points_side_refcell);
431
432 // compute Neumann data
433 // map side cubature points in reference parent cell domain to physical space
434 CellTools<double>::mapToPhysicalFrame(cub_points_side_physical, cub_points_side_refcell, cell_nodes, cell);
435 // now compute data
436 neumann(neumann_data_at_cub_points_side_physical, cub_points_side_physical, jacobian_side_refcell,
437 cell, (int)i, x_order, y_order);
438
439 FunctionSpaceTools::integrate<double>(neumann_fields_per_side,
440 neumann_data_at_cub_points_side_physical,
441 weighted_transformed_value_of_basis_at_cub_points_side_refcell,
442 COMP_BLAS);
443
444 // adjust RHS
445 RealSpaceTools<double>::add(rhs_and_soln_vector, neumann_fields_per_side);;
446 }
448
450 // Solution of linear system:
451 int info = 0;
452 Teuchos::LAPACK<int, double> solver;
453 solver.GESV(numFields, 1, &fe_matrix[0], numFields, &ipiv(0), &rhs_and_soln_vector[0], numFields, &info);
455
457 // Building interpolant:
458 // evaluate basis at interpolation points
459 basis->getValues(value_of_basis_at_interp_points, interp_points_ref, OPERATOR_VALUE);
460 // transform values of basis functions
461 FunctionSpaceTools::HGRADtransformVALUE<double>(transformed_value_of_basis_at_interp_points,
462 value_of_basis_at_interp_points);
463 FunctionSpaceTools::evaluate<double>(interpolant, rhs_and_soln_vector, transformed_value_of_basis_at_interp_points);
465
466 /******************* END COMPUTATION ***********************/
467
468 RealSpaceTools<double>::subtract(interpolant, exact_solution);
469
470 *outStream << "\nRelative norm-2 error between exact solution polynomial of order ("
471 << x_order << ", " << y_order << ") and finite element interpolant of order " << basis_order << ": "
472 << RealSpaceTools<double>::vectorNorm(&interpolant[0], interpolant.dimension(1), NORM_TWO) /
473 RealSpaceTools<double>::vectorNorm(&exact_solution[0], exact_solution.dimension(1), NORM_TWO) << "\n";
474
475 if (RealSpaceTools<double>::vectorNorm(&interpolant[0], interpolant.dimension(1), NORM_TWO) /
476 RealSpaceTools<double>::vectorNorm(&exact_solution[0], exact_solution.dimension(1), NORM_TWO) > zero) {
477 *outStream << "\n\nPatch test failed for solution polynomial order ("
478 << x_order << ", " << y_order << ") and basis order " << basis_order << "\n\n";
479 errorFlag++;
480 }
481 } // end for basis_order
482 } // end for y_order
483 } // end for x_order
484 } // end for ptype
485
486 }
487 // Catch unexpected errors
488 catch (const std::logic_error & err) {
489 *outStream << err.what() << "\n\n";
490 errorFlag = -1000;
491 };
492
493 if (errorFlag != 0)
494 std::cout << "End Result: TEST FAILED\n";
495 else
496 std::cout << "End Result: TEST PASSED\n";
497
498 // reset format state of std::cout
499 std::cout.copyfmt(oldFormatState);
500
501 return errorFlag;
502}
void neumann(FieldContainer< double > &, const FieldContainer< double > &, const FieldContainer< double > &, const shards::CellTopology &, int, int, int)
neumann boundary conditions
Definition test_02.cpp:111
void u_exact(FieldContainer< double > &, const FieldContainer< double > &, int, int)
exact solution
Definition test_02.cpp:155
void rhsFunc(FieldContainer< double > &, const FieldContainer< double > &, int, int)
right-hand side function
Definition test_02.cpp:75
Header file for utility class to provide array tools, such as tensor contractions,...
Header file for the Intrepid::CellTools class.
Header file for the abstract base class Intrepid::DefaultCubatureFactory.
Header file for utility class to provide multidimensional containers.
Header file for the Intrepid::FunctionSpaceTools class.
Header file for the Intrepid::HGRAD_TRI_Cn_FEM class.
Header file for classes providing basic linear algebra functionality in 1D, 2D and 3D.
Implementation of the default H(grad)-compatible Lagrange basis of arbitrary degree on Triangle cell.
A stateless class for operations on cell data. Provides methods for:
static void mapToReferenceSubcell(ArraySubcellPoint &refSubcellPoints, const ArrayParamPoint &paramPoints, const int subcellDim, const int subcellOrd, const shards::CellTopology &parentCell)
Computes parameterization maps of 1- and 2-subcells of reference cells.
static void mapToPhysicalFrame(ArrayPhysPoint &physPoints, const ArrayRefPoint &refPoints, const ArrayCell &cellWorkset, const shards::CellTopology &cellTopo, const int &whichCell=-1)
Computes F, the reference-to-physical frame map.
static void getPhysicalSideNormals(ArraySideNormal &sideNormals, const ArrayJac &worksetJacobians, const int &worksetSideOrd, const shards::CellTopology &parentCell)
Computes non-normalized normal vectors to physical sides in a side workset .
static void setJacobianDet(ArrayJacDet &jacobianDet, const ArrayJac &jacobian)
Computes the determinant of the Jacobian matrix DF of the reference-to-physical frame map F.
static void setJacobianInv(ArrayJacInv &jacobianInv, const ArrayJac &jacobian)
Computes the inverse of the Jacobian matrix DF of the reference-to-physical frame map F.
Implementation of basic linear algebra functionality in Euclidean space.
static void subtract(Scalar *diffArray, const Scalar *inArray1, const Scalar *inArray2, const int size)
Subtracts contiguous data inArray2 from inArray1 of size size: diffArray = inArray1 - inArray2.
static Scalar vectorNorm(const Scalar *inVec, const size_t dim, const ENorm normType)
Computes norm (1, 2, infinity) of the vector inVec of size dim.
static void add(Scalar *sumArray, const Scalar *inArray1, const Scalar *inArray2, const int size)
Adds contiguous data inArray1 and inArray2 of size size: sumArray = inArray1 + inArray2.