Date: 2016-07-24T17:09:08+00:00

Actual source code: snesrichardson.c
petsc-3.7.3 2016-07-24
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      1: #include <../src/snes/impls/richardson/snesrichardsonimpl.h>

      6: PetscErrorCode SNESReset_NRichardson(SNES snes)
      7: {
      9:   return(0);
     10: }

     12: /*
     13:   SNESDestroy_NRichardson - Destroys the private SNES_NRichardson context that was created with SNESCreate_NRichardson().

     15:   Input Parameter:
     16: . snes - the SNES context

     18:   Application Interface Routine: SNESDestroy()
     19: */
     22: PetscErrorCode SNESDestroy_NRichardson(SNES snes)
     23: {

     27:   SNESReset_NRichardson(snes);
     28:   PetscFree(snes->data);
     29:   return(0);
     30: }

     32: /*
     33:    SNESSetUp_NRichardson - Sets up the internal data structures for the later use
     34:    of the SNESNRICHARDSON nonlinear solver.

     36:    Input Parameters:
     37: +  snes - the SNES context
     38: -  x - the solution vector

     40:    Application Interface Routine: SNESSetUp()
     41:  */
     44: PetscErrorCode SNESSetUp_NRichardson(SNES snes)
     45: {
     47:   if (snes->pcside == PC_RIGHT) {SETERRQ(PETSC_COMM_SELF,PETSC_ERR_ARG_WRONGSTATE,"NRichardson only supports left preconditioning");}
     48:   if (snes->functype == SNES_FUNCTION_DEFAULT) snes->functype = SNES_FUNCTION_UNPRECONDITIONED;
     49:   return(0);
     50: }

     52: /*
     53:   SNESSetFromOptions_NRichardson - Sets various parameters for the SNESNEWTONLS method.

     55:   Input Parameter:
     56: . snes - the SNES context

     58:   Application Interface Routine: SNESSetFromOptions()
     59: */
     62: static PetscErrorCode SNESSetFromOptions_NRichardson(PetscOptionItems *PetscOptionsObject,SNES snes)
     63: {
     65:   SNESLineSearch linesearch;

     68:   PetscOptionsHead(PetscOptionsObject,"SNES Richardson options");
     69:   PetscOptionsTail();
     70:   if (!snes->linesearch) {
     71:     SNESGetLineSearch(snes, &linesearch);
     72:     SNESLineSearchSetType(linesearch, SNESLINESEARCHL2);
     73:   }
     74:   return(0);
     75: }

     77: /*
     78:   SNESView_NRichardson - Prints info from the SNESRichardson data structure.

     80:   Input Parameters:
     81: + SNES - the SNES context
     82: - viewer - visualization context

     84:   Application Interface Routine: SNESView()
     85: */
     88: static PetscErrorCode SNESView_NRichardson(SNES snes, PetscViewer viewer)
     89: {
     90:   PetscBool      iascii;

     94:   PetscObjectTypeCompare((PetscObject) viewer, PETSCVIEWERASCII, &iascii);
     95:   if (iascii) {
     96:   }
     97:   return(0);
     98: }

    100: /*
    101:   SNESSolve_NRichardson - Solves a nonlinear system with the Richardson method.

    103:   Input Parameters:
    104: . snes - the SNES context

    106:   Output Parameter:
    107: . outits - number of iterations until termination

    109:   Application Interface Routine: SNESSolve()
    110: */
    113: PetscErrorCode SNESSolve_NRichardson(SNES snes)
    114: {
    115:   Vec                  X, Y, F;
    116:   PetscReal            xnorm, fnorm, ynorm;
    117:   PetscInt             maxits, i;
    118:   PetscErrorCode       ierr;
    119:   SNESLineSearchReason lsresult;
    120:   SNESConvergedReason  reason;

    123:   if (snes->xl || snes->xu || snes->ops->computevariablebounds) SETERRQ1(PetscObjectComm((PetscObject)snes),PETSC_ERR_ARG_WRONGSTATE, "SNES solver %s does not support bounds", ((PetscObject)snes)->type_name);

    125:   snes->reason = SNES_CONVERGED_ITERATING;

    127:   maxits = snes->max_its;        /* maximum number of iterations */
    128:   X      = snes->vec_sol;        /* X^n */
    129:   Y      = snes->vec_sol_update; /* \tilde X */
    130:   F      = snes->vec_func;       /* residual vector */

    132:   PetscObjectSAWsTakeAccess((PetscObject)snes);
    133:   snes->iter = 0;
    134:   snes->norm = 0.;
    135:   PetscObjectSAWsGrantAccess((PetscObject)snes);

    137:   if (snes->pc && snes->functype == SNES_FUNCTION_PRECONDITIONED) {
    138:     SNESApplyNPC(snes,X,NULL,F);
    139:     SNESGetConvergedReason(snes->pc,&reason);
    140:     if (reason < 0  && reason != SNES_DIVERGED_MAX_IT) {
    141:       snes->reason = SNES_DIVERGED_INNER;
    142:       return(0);
    143:     }
    144:     VecNorm(F,NORM_2,&fnorm);
    145:   } else {
    146:     if (!snes->vec_func_init_set) {
    147:       SNESComputeFunction(snes,X,F);
    148:     } else snes->vec_func_init_set = PETSC_FALSE;

    150:     VecNorm(F,NORM_2,&fnorm);
    151:     SNESCheckFunctionNorm(snes,fnorm);
    152:   }
    153:   if (snes->pc && snes->functype == SNES_FUNCTION_UNPRECONDITIONED) {
    154:       SNESApplyNPC(snes,X,F,Y);
    155:       SNESGetConvergedReason(snes->pc,&reason);
    156:       if (reason < 0  && reason != SNES_DIVERGED_MAX_IT) {
    157:         snes->reason = SNES_DIVERGED_INNER;
    158:         return(0);
    159:       }
    160:   } else {
    161:     VecCopy(F,Y);
    162:   }

    164:   PetscObjectSAWsTakeAccess((PetscObject)snes);
    165:   snes->norm = fnorm;
    166:   PetscObjectSAWsGrantAccess((PetscObject)snes);
    167:   SNESLogConvergenceHistory(snes,fnorm,0);
    168:   SNESMonitor(snes,0,fnorm);

    170:   /* test convergence */
    171:   (*snes->ops->converged)(snes,0,0.0,0.0,fnorm,&snes->reason,snes->cnvP);
    172:   if (snes->reason) return(0);

    174:   /* Call general purpose update function */
    175:   if (snes->ops->update) {
    176:     (*snes->ops->update)(snes, snes->iter);
    177:   }

    179:   /* set parameter for default relative tolerance convergence test */
    180:   snes->ttol = fnorm*snes->rtol;
    181:   /* test convergence */
    182:   (*snes->ops->converged)(snes,0,0.0,0.0,fnorm,&snes->reason,snes->cnvP);
    183:   if (snes->reason) return(0);

    185:   for (i = 1; i < maxits+1; i++) {
    186:     SNESLineSearchApply(snes->linesearch, X, F, &fnorm, Y);
    187:     SNESLineSearchGetReason(snes->linesearch, &lsresult);
    188:     SNESLineSearchGetNorms(snes->linesearch, &xnorm, &fnorm, &ynorm);
    189:     if (lsresult) {
    190:       if (++snes->numFailures >= snes->maxFailures) {
    191:         snes->reason = SNES_DIVERGED_LINE_SEARCH;
    192:         break;
    193:       }
    194:     }
    195:     if (snes->nfuncs >= snes->max_funcs) {
    196:       snes->reason = SNES_DIVERGED_FUNCTION_COUNT;
    197:       break;
    198:     }

    200:     /* Monitor convergence */
    201:     PetscObjectSAWsTakeAccess((PetscObject)snes);
    202:     snes->iter = i;
    203:     snes->norm = fnorm;
    204:     PetscObjectSAWsGrantAccess((PetscObject)snes);
    205:     SNESLogConvergenceHistory(snes,snes->norm,0);
    206:     SNESMonitor(snes,snes->iter,snes->norm);
    207:     /* Test for convergence */
    208:     (*snes->ops->converged)(snes,snes->iter,xnorm,ynorm,fnorm,&snes->reason,snes->cnvP);
    209:     if (snes->reason) break;

    211:     /* Call general purpose update function */
    212:     if (snes->ops->update) {
    213:       (*snes->ops->update)(snes, snes->iter);
    214:     }

    216:     if (snes->pc) {
    217:       if (snes->functype == SNES_FUNCTION_PRECONDITIONED) {
    218:         SNESApplyNPC(snes,X,NULL,Y);
    219:         VecNorm(F,NORM_2,&fnorm);
    220:         VecCopy(Y,F);
    221:       } else {
    222:         SNESApplyNPC(snes,X,F,Y);
    223:       }
    224:       SNESGetConvergedReason(snes->pc,&reason);
    225:       if (reason < 0  && reason != SNES_DIVERGED_MAX_IT) {
    226:         snes->reason = SNES_DIVERGED_INNER;
    227:         return(0);
    228:       }
    229:     } else {
    230:       VecCopy(F,Y);
    231:     }
    232:   }
    233:   if (i == maxits+1) {
    234:     PetscInfo1(snes, "Maximum number of iterations has been reached: %D\n", maxits);
    235:     if (!snes->reason) snes->reason = SNES_DIVERGED_MAX_IT;
    236:   }
    237:   return(0);
    238: }

    240: /*MC
    241:   SNESNRICHARDSON - Richardson nonlinear solver that uses successive substitutions, also sometimes known as Picard iteration.

    243:   Level: beginner

    245:   Options Database:
    246: +   -snes_linesearch_type <l2,cp,basic> Line search type.
    247: -   -snes_linesearch_damping<1.0> Damping for the line search.

    249:   Notes: If no inner nonlinear preconditioner is provided then solves F(x) - b = 0 using x^{n+1} = x^{n} - lambda
    250:             (F(x^n) - b) where lambda is obtained either SNESLineSearchSetDamping(), -snes_damping or a line search.  If
    251:             an inner nonlinear preconditioner is provided (either with -npc_snes_type or SNESSetNPC()) then the inner
    252:             solver is called an initial solution x^n and the nonlinear Richardson uses x^{n+1} = x^{n} + lambda d^{n}
    253:             where d^{n} = \hat{x}^{n} - x^{n} where \hat{x}^{n} is the solution returned from the inner solver.

    255:             The update, especially without inner nonlinear preconditioner, may be ill-scaled.  If using the basic
    256:             linesearch, one may have to scale the update with -snes_linesearch_damping

    258:      This uses no derivative information thus will be much slower then Newton's method obtained with -snes_type ls

    260: .seealso:  SNESCreate(), SNES, SNESSetType(), SNESNEWTONLS, SNESNEWTONTR, SNESNGMRES, SNESQN, SNESNCG
    261: M*/
    264: PETSC_EXTERN PetscErrorCode SNESCreate_NRichardson(SNES snes)
    265: {
    266:   PetscErrorCode   ierr;
    267:   SNES_NRichardson *neP;

    270:   snes->ops->destroy        = SNESDestroy_NRichardson;
    271:   snes->ops->setup          = SNESSetUp_NRichardson;
    272:   snes->ops->setfromoptions = SNESSetFromOptions_NRichardson;
    273:   snes->ops->view           = SNESView_NRichardson;
    274:   snes->ops->solve          = SNESSolve_NRichardson;
    275:   snes->ops->reset          = SNESReset_NRichardson;

    277:   snes->usesksp = PETSC_FALSE;
    278:   snes->usespc  = PETSC_TRUE;

    280:   snes->pcside = PC_LEFT;

    282:   PetscNewLog(snes,&neP);
    283:   snes->data = (void*) neP;

    285:   if (!snes->tolerancesset) {
    286:     snes->max_funcs = 30000;
    287:     snes->max_its   = 10000;
    288:     snes->stol      = 1e-20;
    289:   }
    290:   return(0);
    291: }