Actual source code: ex34.c

slepc-3.11.2 2019-07-30
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  1: /*
  2:    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
  3:    SLEPc - Scalable Library for Eigenvalue Problem Computations
  4:    Copyright (c) 2002-2019, Universitat Politecnica de Valencia, Spain

  6:    This file is part of SLEPc.
  7:    SLEPc is distributed under a 2-clause BSD license (see LICENSE).
  8:    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
  9: */
 10: /*
 11:    This is a nonlinear eigenvalue problem. When p=2, it is reduced to a linear Laplace eigenvalue
 12:    problem.

 14:    -\nabla\cdot(|\nabla u|^{p-2} \nabla u) = k |u|^{p-2} u in (0,1)x(0,1),

 16:    u = 0 on the entire boundary.

 18:    The code is implemented based on DMPlex using Q1 FEM on a quadrilateral mesh. In this code, we consider p=3.

 20:    Contributed  by Fande Kong fdkong.jd@gmail.com
 21: */

 23: static char help[] = "Nonlinear inverse iteration for A(x)*x=lambda*B(x)*x.\n\n";


 26: #include <slepceps.h>
 27: #include <petscdmplex.h>
 28: #include <petscds.h>

 30: PetscErrorCode CreateSquareMesh(MPI_Comm,DM*);
 31: PetscErrorCode SetupDiscretization(DM);
 32: PetscErrorCode FormJacobianA(SNES,Vec,Mat,Mat,void*);
 33: PetscErrorCode FormFunctionA(SNES,Vec,Vec,void*);
 34: PetscErrorCode FormJacobianB(SNES,Vec,Mat,Mat,void*);
 35: PetscErrorCode FormFunctionB(SNES,Vec,Vec,void*);
 36: PetscErrorCode FormFunctionAB(SNES,Vec,Vec,Vec,void*);
 37: PetscErrorCode BoundaryGlobalIndex(DM,const char*,IS*);

 39: typedef struct {
 40:   IS    bdis; /* global indices for boundary DoFs */
 41: } AppCtx;

 43: int main(int argc,char **argv)
 44: {
 45:   DM             dm;
 46:   MPI_Comm       comm;
 47:   AppCtx         user;
 48:   EPS            eps;  /* eigenproblem solver context */
 49:   EPSType        type;
 50:   Mat            A,B;
 51:   PetscContainer container;
 52:   PetscInt       nev,nconv;
 53:   PetscBool      nonlin;
 54:   SNES           snes;

 57:   SlepcInitialize(&argc,&argv,(char*)0,help);if (ierr) return ierr;
 58:   comm = PETSC_COMM_WORLD;
 59:   /* Create a quadrilateral mesh on domain (0,1)x(0,1) */
 60:   CreateSquareMesh(comm,&dm);
 61:   /* Setup basis function */
 62:   SetupDiscretization(dm);
 63:   BoundaryGlobalIndex(dm,"marker",&user.bdis);

 65:   DMCreateMatrix(dm,&A);
 66:   MatDuplicate(A,MAT_COPY_VALUES,&B);

 68:   /*
 69:      Compose callback functions and context that will be needed by the solver
 70:   */
 71:   PetscObjectComposeFunction((PetscObject)A,"formFunction",FormFunctionA);
 72:   PetscObjectComposeFunction((PetscObject)A,"formFunctionAB",FormFunctionAB);
 73:   PetscObjectComposeFunction((PetscObject)A,"formJacobian",FormJacobianA);
 74:   PetscObjectComposeFunction((PetscObject)B,"formFunction",FormFunctionB);
 75:   PetscContainerCreate(comm,&container);
 76:   PetscContainerSetPointer(container,&user);
 77:   PetscObjectCompose((PetscObject)A,"formFunctionCtx",(PetscObject)container);
 78:   PetscObjectCompose((PetscObject)A,"formJacobianCtx",(PetscObject)container);
 79:   PetscObjectCompose((PetscObject)B,"formFunctionCtx",(PetscObject)container);
 80:   PetscContainerDestroy(&container);

 82:   /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
 83:                 Create the eigensolver and set various options
 84:      - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */

 86:   EPSCreate(comm,&eps);
 87:   EPSSetOperators(eps,A,B);
 88:   EPSSetProblemType(eps,EPS_GNHEP);
 89:   /*
 90:      Use nonlinear inverse iteration
 91:   */
 92:   EPSSetType(eps,EPSPOWER);
 93:   EPSPowerSetNonlinear(eps,PETSC_TRUE);
 94:   /*
 95:     Attach DM to SNES
 96:   */
 97:   EPSPowerGetSNES(eps,&snes);
 98:   SNESSetDM(snes,dm);
 99:   EPSSetFromOptions(eps);

101:   /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
102:                       Solve the eigensystem
103:      - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */

105:   EPSSolve(eps);

107:   /*
108:      Optional: Get some information from the solver and display it
109:   */
110:   EPSGetType(eps,&type);
111:   EPSPowerGetNonlinear(eps,&nonlin);
112:   PetscPrintf(comm," Solution method: %s%s\n\n",type,nonlin?" (nonlinear)":"");
113:   EPSGetDimensions(eps,&nev,NULL,NULL);
114:   PetscPrintf(comm," Number of requested eigenvalues: %D\n",nev);

116:   /* print eigenvalue and error */
117:   EPSGetConverged(eps,&nconv);
118:   if (nconv>0) {
119:     PetscScalar   k;
120:     PetscReal     na,nb;
121:     Vec           a,b,eigen;
122:     DMCreateGlobalVector(dm,&a);
123:     VecDuplicate(a,&b);
124:     VecDuplicate(a,&eigen);
125:     EPSGetEigenpair(eps,0,&k,NULL,eigen,NULL);
126:     FormFunctionA(snes,eigen,a,&user);
127:     FormFunctionB(snes,eigen,b,&user);
128:     VecAXPY(a,-k,b);
129:     VecNorm(a,NORM_2,&na);
130:     VecNorm(b,NORM_2,&nb);
131:     PetscPrintf(comm,"k: %g error: %g\n",(double)PetscRealPart(k),(double)na/nb);
132:     VecDestroy(&a);
133:     VecDestroy(&b);
134:     VecDestroy(&eigen);
135:   } else {
136:     PetscPrintf(comm,"Solver did not converge\n");
137:   }

139:   MatDestroy(&A);
140:   MatDestroy(&B);
141:   DMDestroy(&dm);
142:   EPSDestroy(&eps);
143:   ISDestroy(&user.bdis);
144:   SlepcFinalize();
145:   return ierr;
146: }

148: /* <|u|u, v> */
149: static void f0_u(PetscInt dim, PetscInt Nf, PetscInt NfAux,
150:                  const PetscInt uOff[], const PetscInt uOff_x[], const PetscScalar u[], const PetscScalar u_t[], const PetscScalar u_x[],
151:                  const PetscInt aOff[], const PetscInt aOff_x[], const PetscScalar a[], const PetscScalar a_t[], const PetscScalar a_x[],
152:                  PetscReal t, const PetscReal x[], PetscInt numConstants, const PetscScalar constants[], PetscScalar f0[])
153: {
154:   PetscScalar cof = PetscAbsScalar(u[0]);

156:   f0[0] = cof*u[0];
157: }

159: /* <|\nabla u| \nabla u, \nabla v> */
160: static void f1_u(PetscInt dim, PetscInt Nf, PetscInt NfAux,
161:                  const PetscInt uOff[], const PetscInt uOff_x[], const PetscScalar u[], const PetscScalar u_t[], const PetscScalar u_x[],
162:                  const PetscInt aOff[], const PetscInt aOff_x[], const PetscScalar a[], const PetscScalar a_t[], const PetscScalar a_x[],
163:                  PetscReal t, const PetscReal x[], PetscInt numConstants, const PetscScalar constants[], PetscScalar f1[])
164: {
165:   PetscInt    d;
166:   PetscScalar cof = 0;
167:   for (d = 0; d < dim; ++d)  cof += u_x[d]*u_x[d];

169:   cof = PetscSqrtScalar(cof);

171:   for (d = 0; d < dim; ++d) f1[d] = u_x[d]*cof;
172: }

174: /* approximate  Jacobian for   <|u|u, v> */
175: static void g0_uu(PetscInt dim, PetscInt Nf, PetscInt NfAux,
176:                   const PetscInt uOff[], const PetscInt uOff_x[], const PetscScalar u[], const PetscScalar u_t[], const PetscScalar u_x[],
177:                   const PetscInt aOff[], const PetscInt aOff_x[], const PetscScalar a[], const PetscScalar a_t[], const PetscScalar a_x[],
178:                   PetscReal t, PetscReal u_tShift, const PetscReal x[], PetscInt numConstants, const PetscScalar constants[], PetscScalar g0[])
179: {
180:   g0[0] = 1.0*PetscAbsScalar(u[0]);
181: }

183: /* approximate  Jacobian for   <|\nabla u| \nabla u, \nabla v> */
184: static void g3_uu(PetscInt dim, PetscInt Nf, PetscInt NfAux,
185:                   const PetscInt uOff[], const PetscInt uOff_x[], const PetscScalar u[], const PetscScalar u_t[], const PetscScalar u_x[],
186:                   const PetscInt aOff[], const PetscInt aOff_x[], const PetscScalar a[], const PetscScalar a_t[], const PetscScalar a_x[],
187:                   PetscReal t, PetscReal u_tShift, const PetscReal x[], PetscInt numConstants, const PetscScalar constants[], PetscScalar g3[])
188: {
189:   PetscInt d;
190:   for (d = 0; d < dim; ++d) g3[d*dim+d] = 1.0;
191: }

193: PetscErrorCode SetupDiscretization(DM dm)
194: {
195:   PetscFE        fe;
196:   MPI_Comm       comm;

200:   /* Create finite element */
201:   PetscObjectGetComm((PetscObject)dm,&comm);
202:   PetscFECreateDefault(comm,2,1,PETSC_FALSE,NULL,-1,&fe);
203:   PetscObjectSetName((PetscObject)fe,"u");
204:   DMSetField(dm,0,NULL,(PetscObject)fe);
205:   DMCreateDS(dm);
206:   PetscFEDestroy(&fe);
207:   return(0);
208: }

210: PetscErrorCode CreateSquareMesh(MPI_Comm comm,DM *dm)
211: {
212:   PetscInt       cells[] = {8,8};
213:   PetscInt       dim = 2;
214:   DM             pdm;
215:   PetscMPIInt    size;

219:   DMPlexCreateBoxMesh(comm,dim,PETSC_FALSE,cells,NULL,NULL,NULL,PETSC_TRUE,dm);
220:   DMSetFromOptions(*dm);
221:   DMSetUp(*dm);
222:   MPI_Comm_size(comm,&size);
223:   if (size > 1) {
224:     DMPlexDistribute(*dm,0,NULL,&pdm);
225:     DMDestroy(dm);
226:     *dm = pdm;
227:   }
228:   return(0);
229: }

231: PetscErrorCode BoundaryGlobalIndex(DM dm,const char labelname[],IS *bdis)
232: {
233:   IS             bdpoints;
234:   PetscInt       nindices,*indices,numDof,offset,npoints,i,j;
235:   const PetscInt *bdpoints_indices;
236:   DMLabel        bdmarker;
237:   PetscSection   gsection;

241:   DMGetDefaultGlobalSection(dm,&gsection);
242:   DMGetLabel(dm,labelname,&bdmarker);
243:   DMLabelGetStratumIS(bdmarker,1,&bdpoints);
244:   ISGetLocalSize(bdpoints,&npoints);
245:   ISGetIndices(bdpoints,&bdpoints_indices);
246:   nindices = 0;
247:   for (i=0;i<npoints;i++) {
248:     PetscSectionGetDof(gsection,bdpoints_indices[i],&numDof);
249:     if (numDof<=0) continue;
250:     nindices += numDof;
251:   }
252:   PetscCalloc1(nindices,&indices);
253:   nindices = 0;
254:   for (i=0;i<npoints;i++) {
255:     PetscSectionGetDof(gsection,bdpoints_indices[i],&numDof);
256:     if (numDof<=0) continue;
257:     PetscSectionGetOffset(gsection,bdpoints_indices[i],&offset);
258:     for (j=0;j<numDof;j++) indices[nindices++] = offset+j;
259:   }
260:   ISRestoreIndices(bdpoints,&bdpoints_indices);
261:   ISDestroy(&bdpoints);
262:   ISCreateGeneral(PetscObjectComm((PetscObject)dm),nindices,indices,PETSC_OWN_POINTER,bdis);
263:   return(0);
264: }

266: static PetscErrorCode FormJacobian(SNES snes,Vec X,Mat A,Mat B,void *ctx)
267: {
268:   DM             dm;
269:   Vec            Xloc;

273:   SNESGetDM(snes,&dm);
274:   DMGetLocalVector(dm,&Xloc);
275:   VecZeroEntries(Xloc);
276:   DMGlobalToLocalBegin(dm,X,INSERT_VALUES,Xloc);
277:   DMGlobalToLocalEnd(dm,X,INSERT_VALUES,Xloc);
278:   CHKMEMQ;
279:   DMPlexSNESComputeJacobianFEM(dm,Xloc,A,B,ctx);
280:   CHKMEMQ;
281:   DMRestoreLocalVector(dm,&Xloc);
282:   if (A != B) {
283:     MatAssemblyBegin(A,MAT_FINAL_ASSEMBLY);
284:     MatAssemblyEnd(A,MAT_FINAL_ASSEMBLY);
285:   }
286:   return(0);
287: }

289: PetscErrorCode FormJacobianA(SNES snes,Vec X,Mat A,Mat B,void *ctx)
290: {
292:   DM             dm;
293:   PetscDS        prob;
294:   AppCtx         *userctx = (AppCtx *)ctx;

297:   MatSetOption(B,MAT_KEEP_NONZERO_PATTERN,PETSC_TRUE);
298:   SNESGetDM(snes,&dm);
299:   DMGetDS(dm,&prob);
300:   PetscDSSetJacobian(prob,0,0,NULL,NULL,NULL,g3_uu);
301:   FormJacobian(snes,X,A,B,ctx);
302:   MatZeroRowsIS(B,userctx->bdis,1.0,NULL,NULL);
303:   return(0);
304: }

306: PetscErrorCode FormJacobianB(SNES snes,Vec X,Mat A,Mat B,void *ctx)
307: {
309:   DM             dm;
310:   PetscDS        prob;
311:   AppCtx         *userctx = (AppCtx *)ctx;

314:   MatSetOption(B,MAT_KEEP_NONZERO_PATTERN,PETSC_TRUE);
315:   SNESGetDM(snes,&dm);
316:   DMGetDS(dm,&prob);
317:   PetscDSSetJacobian(prob,0,0,g0_uu,NULL,NULL,NULL);
318:   FormJacobian(snes,X,A,B,ctx);
319:   MatZeroRowsIS(B,userctx->bdis,0.0,NULL,NULL);
320:   return(0);
321: }

323: PetscErrorCode FormFunctionAB(SNES snes,Vec x,Vec Ax,Vec Bx,void *ctx)
324: {

328:   /*
329:    * In real applications, users should have a generic formFunctionAB which
330:    * forms Ax and Bx simultaneously for an more efficient calculation.
331:    * In this example, we just call FormFunctionA+FormFunctionB to mimic how
332:    * to use FormFunctionAB
333:    */
334:   FormFunctionA(snes,x,Ax,ctx);
335:   FormFunctionB(snes,x,Bx,ctx);
336:   return(0);
337: }


340: static PetscErrorCode FormFunction(SNES snes,Vec X,Vec F,void *ctx)
341: {
342:   DM             dm;
343:   Vec            Xloc,Floc;

347:   SNESGetDM(snes,&dm);
348:   DMGetLocalVector(dm,&Xloc);
349:   DMGetLocalVector(dm,&Floc);
350:   VecZeroEntries(Xloc);
351:   VecZeroEntries(Floc);
352:   DMGlobalToLocalBegin(dm,X,INSERT_VALUES,Xloc);
353:   DMGlobalToLocalEnd(dm,X,INSERT_VALUES,Xloc);
354:   CHKMEMQ;
355:   DMPlexSNESComputeResidualFEM(dm,Xloc,Floc,ctx);
356:   CHKMEMQ;
357:   VecZeroEntries(F);
358:   DMLocalToGlobalBegin(dm,Floc,ADD_VALUES,F);
359:   DMLocalToGlobalEnd(dm,Floc,ADD_VALUES,F);
360:   DMRestoreLocalVector(dm,&Xloc);
361:   DMRestoreLocalVector(dm,&Floc);
362:   return(0);
363: }

365: PetscErrorCode FormFunctionA(SNES snes,Vec X,Vec F,void *ctx)
366: {
368:   DM             dm;
369:   PetscDS        prob;
370:   PetscInt       nindices,iStart,iEnd,i;
371:   AppCtx         *userctx = (AppCtx *)ctx;
372:   PetscScalar    *array,value;
373:   const PetscInt *indices;
374:   PetscInt       vecstate;

377:   SNESGetDM(snes,&dm);
378:   DMGetDS(dm,&prob);
379:   /* hook functions */
380:   PetscDSSetResidual(prob,0,NULL,f1_u);
381:   FormFunction(snes,X,F,ctx);
382:   /* Boundary condition */
383:   VecLockGet(X,&vecstate);
384:   if (vecstate>0) {
385:     VecLockReadPop(X);
386:   }
387:   VecGetOwnershipRange(X,&iStart,&iEnd);
388:   VecGetArray(X,&array);
389:   ISGetLocalSize(userctx->bdis,&nindices);
390:   ISGetIndices(userctx->bdis,&indices);
391:   for (i=0;i<nindices;i++) {
392:     value = array[indices[i]-iStart] - 0.0;
393:     VecSetValue(F,indices[i],value,INSERT_VALUES);
394:   }
395:   ISRestoreIndices(userctx->bdis,&indices);
396:   VecRestoreArray(X,&array);
397:   if (vecstate>0) {
398:     VecLockReadPush(X);
399:   }
400:   VecAssemblyBegin(F);
401:   VecAssemblyEnd(F);
402:   return(0);
403: }

405: PetscErrorCode FormFunctionB(SNES snes,Vec X,Vec F,void *ctx)
406: {
408:   DM             dm;
409:   PetscDS        prob;
410:   PetscInt       nindices,iStart,iEnd,i;
411:   AppCtx         *userctx = (AppCtx *)ctx;
412:   PetscScalar    value;
413:   const PetscInt *indices;

416:   SNESGetDM(snes,&dm);
417:   DMGetDS(dm,&prob);
418:   /* hook functions */
419:   PetscDSSetResidual(prob,0,f0_u,NULL);
420:   FormFunction(snes,X,F,ctx);
421:   /* Boundary condition */
422:   VecGetOwnershipRange(F,&iStart,&iEnd);
423:   ISGetLocalSize(userctx->bdis,&nindices);
424:   ISGetIndices(userctx->bdis,&indices);
425:   for (i=0;i<nindices;i++) {
426:     value = 0.0;
427:     VecSetValue(F,indices[i],value,INSERT_VALUES);
428:   }
429:   ISRestoreIndices(userctx->bdis,&indices);
430:   VecAssemblyBegin(F);
431:   VecAssemblyEnd(F);
432:   return(0);
433: }

435: /*TEST

437:    test:
438:       suffix: 1
439:       args: -petscspace_degree 1 -petscspace_poly_tensor
440:       requires: double !complex

442:    test:
443:       suffix: 2
444:       args: -petscspace_degree 1 -petscspace_poly_tensor -eps_power_update
445:       requires: double !complex

447: TEST*/