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/*                      

   SLEPc singular value solver: "cyclic"

   Method: Uses a Hermitian eigensolver for H(A) = [ 0  A ; A^T 0 ]

   Last update: Jun 2007

   - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -

   SLEPc - Scalable Library for Eigenvalue Problem Computations

   Copyright (c) 2002-2011, Universitat Politecnica de Valencia, Spain

   This file is part of SLEPc.

   SLEPc is free software: you can redistribute it and/or modify it under  the

   terms of version 3 of the GNU Lesser General Public License as published by

   the Free Software Foundation.

   SLEPc  is  distributed in the hope that it will be useful, but WITHOUT  ANY

   WARRANTY;  without even the implied warranty of MERCHANTABILITY or  FITNESS

   FOR  A  PARTICULAR PURPOSE. See the GNU Lesser General Public  License  for

   more details.

   You  should have received a copy of the GNU Lesser General  Public  License

   along with SLEPc. If not, see <http://www.gnu.org/licenses/>.

   - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -

*/

#include <slepc-private/svdimpl.h>                /*I "slepcsvd.h" I*/

#include <slepc-private/epsimpl.h>                /*I "slepceps.h" I*/

typedef struct {

  PetscBool explicitmatrix;

  EPS       eps;

  PetscBool setfromoptionscalled;

  Mat       mat;

  Vec       x1,x2,y1,y2;

} SVD_CYCLIC;

#undef __FUNCT__  

#define __FUNCT__ "ShellMatMult_Cyclic"

static PetscErrorCode ShellMatMult_Cyclic(Mat B,Vec x,Vec y)

{

  PetscErrorCode    ierr;

  SVD               svd;

  SVD_CYCLIC        *cyclic;

  const PetscScalar *px;

  PetscScalar       *py;

  PetscInt          m;

  PetscFunctionBegin;

  ierr = MatShellGetContext(B,(void**)&svd);CHKERRQ(ierr);

  cyclic = (SVD_CYCLIC*)svd->data;

  ierr = SVDMatGetLocalSize(svd,&m,PETSC_NULL);CHKERRQ(ierr);

  ierr = VecGetArrayRead(x,&px);CHKERRQ(ierr);

  ierr = VecGetArray(y,&py);CHKERRQ(ierr);

  ierr = VecPlaceArray(cyclic->x1,px);CHKERRQ(ierr);

  ierr = VecPlaceArray(cyclic->x2,px+m);CHKERRQ(ierr);

  ierr = VecPlaceArray(cyclic->y1,py);CHKERRQ(ierr);

  ierr = VecPlaceArray(cyclic->y2,py+m);CHKERRQ(ierr);

  ierr = SVDMatMult(svd,PETSC_FALSE,cyclic->x2,cyclic->y1);CHKERRQ(ierr);

  ierr = SVDMatMult(svd,PETSC_TRUE,cyclic->x1,cyclic->y2);CHKERRQ(ierr);        

  ierr = VecResetArray(cyclic->x1);CHKERRQ(ierr);

  ierr = VecResetArray(cyclic->x2);CHKERRQ(ierr);

  ierr = VecResetArray(cyclic->y1);CHKERRQ(ierr);

  ierr = VecResetArray(cyclic->y2);CHKERRQ(ierr);

  ierr = VecRestoreArrayRead(x,&px);CHKERRQ(ierr);

  ierr = VecRestoreArray(y,&py);CHKERRQ(ierr);

  PetscFunctionReturn(0);

}

#undef __FUNCT__  

#define __FUNCT__ "ShellMatGetDiagonal_Cyclic"

static PetscErrorCode ShellMatGetDiagonal_Cyclic(Mat B,Vec diag)

{

  PetscErrorCode ierr;

  PetscFunctionBegin;

  ierr = VecSet(diag,0.0);CHKERRQ(ierr);

  PetscFunctionReturn(0);

}

#undef __FUNCT__  

#define __FUNCT__ "SVDSetUp_Cyclic"

PetscErrorCode SVDSetUp_Cyclic(SVD svd)

{

  PetscErrorCode    ierr;

  SVD_CYCLIC        *cyclic = (SVD_CYCLIC*)svd->data;

  PetscInt          M,N,m,n,i,isl;

  const PetscScalar *isa;

  PetscScalar       *va;

  PetscBool         trackall;

  Vec               v;

  Mat               Zm,Zn;

  PetscFunctionBegin;

  ierr = SVDMatGetSize(svd,&M,&N);CHKERRQ(ierr);

  ierr = SVDMatGetLocalSize(svd,&m,&n);CHKERRQ(ierr);

  if (!cyclic->mat) {

    if (cyclic->explicitmatrix) {

      if (!svd->AT) SETERRQ(((PetscObject)svd)->comm,PETSC_ERR_SUP,"Cannot use explicit cyclic matrix with implicit transpose");

      ierr = MatCreate(((PetscObject)svd)->comm,&Zm);CHKERRQ(ierr);

      ierr = MatSetSizes(Zm,m,m,M,M);CHKERRQ(ierr);

      ierr = MatSetFromOptions(Zm);CHKERRQ(ierr);

      ierr = MatSetUp(Zm);CHKERRQ(ierr);

      ierr = MatAssemblyBegin(Zm,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);

      ierr = MatAssemblyEnd(Zm,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);

      ierr = MatCreate(((PetscObject)svd)->comm,&Zn);CHKERRQ(ierr);

      ierr = MatSetSizes(Zn,n,n,N,N);CHKERRQ(ierr);

      ierr = MatSetFromOptions(Zn);CHKERRQ(ierr);

      ierr = MatSetUp(Zn);CHKERRQ(ierr);

      ierr = MatAssemblyBegin(Zn,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);

      ierr = MatAssemblyEnd(Zn,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);

      ierr = SlepcMatTile(0.0,Zm,1.0,svd->A,1.0,svd->AT,0.0,Zn,&cyclic->mat);CHKERRQ(ierr);

      ierr = MatDestroy(&Zm);CHKERRQ(ierr);

      ierr = MatDestroy(&Zn);CHKERRQ(ierr);

    } else {

      ierr = VecCreateMPIWithArray(((PetscObject)svd)->comm,m,M,PETSC_NULL,&cyclic->x1);CHKERRQ(ierr);

      ierr = VecCreateMPIWithArray(((PetscObject)svd)->comm,n,N,PETSC_NULL,&cyclic->x2);CHKERRQ(ierr);

      ierr = VecCreateMPIWithArray(((PetscObject)svd)->comm,m,M,PETSC_NULL,&cyclic->y1);CHKERRQ(ierr);

      ierr = VecCreateMPIWithArray(((PetscObject)svd)->comm,n,N,PETSC_NULL,&cyclic->y2);CHKERRQ(ierr);

      ierr = MatCreateShell(((PetscObject)svd)->comm,m+n,m+n,M+N,M+N,svd,&cyclic->mat);CHKERRQ(ierr);

      ierr = MatShellSetOperation(cyclic->mat,MATOP_MULT,(void(*)(void))ShellMatMult_Cyclic);CHKERRQ(ierr);  

      ierr = MatShellSetOperation(cyclic->mat,MATOP_GET_DIAGONAL,(void(*)(void))ShellMatGetDiagonal_Cyclic);CHKERRQ(ierr);  

    }

  }

  ierr = EPSSetOperators(cyclic->eps,cyclic->mat,PETSC_NULL);CHKERRQ(ierr);

  ierr = EPSSetProblemType(cyclic->eps,EPS_HEP);CHKERRQ(ierr);

  ierr = EPSSetWhichEigenpairs(cyclic->eps,svd->which == SVD_LARGEST ? EPS_LARGEST_REAL : EPS_SMALLEST_MAGNITUDE);CHKERRQ(ierr);

  ierr = EPSSetDimensions(cyclic->eps,svd->nsv,svd->ncv,svd->mpd);CHKERRQ(ierr);

  ierr = EPSSetTolerances(cyclic->eps,svd->tol,svd->max_it);CHKERRQ(ierr);

  /* Transfer the trackall option from svd to eps */

  ierr = SVDGetTrackAll(svd,&trackall);CHKERRQ(ierr);

  ierr = EPSSetTrackAll(cyclic->eps,trackall);CHKERRQ(ierr);

  /* Transfer the initial subspace from svd to eps */

  if (svd->nini < 0) {

    for (i=0; i<-svd->nini; i++) {

      ierr = MatGetVecs(cyclic->mat,&v,PETSC_NULL);CHKERRQ(ierr);

      ierr = VecGetArray(v,&va);CHKERRQ(ierr);

      ierr = VecGetArrayRead(svd->IS[i],&isa);CHKERRQ(ierr);

      ierr = VecGetSize(svd->IS[i],&isl);CHKERRQ(ierr);

      if (isl == m) {

        ierr = PetscMemcpy(va,isa,sizeof(PetscScalar)*m);CHKERRQ(ierr);

        ierr = PetscMemzero(&va[m],sizeof(PetscScalar)*n);CHKERRQ(ierr);

      } else if (isl == n) {

        ierr = PetscMemzero(va,sizeof(PetscScalar)*m);CHKERRQ(ierr);

        ierr = PetscMemcpy(&va[m],isa,sizeof(PetscScalar)*n);CHKERRQ(ierr);

      } else {

        SETERRQ(((PetscObject)svd)->comm,PETSC_ERR_SUP,"Size of the initial subspace vectors should match to some dimension of A");

      }

      ierr = VecRestoreArray(v,&va);CHKERRQ(ierr);

      ierr = VecRestoreArrayRead(svd->IS[i],&isa);CHKERRQ(ierr);

      ierr = VecDestroy(&svd->IS[i]);CHKERRQ(ierr);

      svd->IS[i] = v;

    }

    ierr = EPSSetInitialSpace(cyclic->eps,-svd->nini,svd->IS);CHKERRQ(ierr);

    for (i=0; i<-svd->nini; i++) {

      ierr = VecDestroy(&svd->IS[i]);CHKERRQ(ierr);

    }

    ierr = PetscFree(svd->IS);CHKERRQ(ierr);

    svd->nini = 0;

  }

  if (cyclic->setfromoptionscalled) {

    ierr = EPSSetFromOptions(cyclic->eps);CHKERRQ(ierr);

    cyclic->setfromoptionscalled = PETSC_FALSE;

  }

  ierr = EPSSetUp(cyclic->eps);CHKERRQ(ierr);

  ierr = EPSGetDimensions(cyclic->eps,PETSC_NULL,&svd->ncv,&svd->mpd);CHKERRQ(ierr);

  svd->ncv = PetscMin(svd->ncv,PetscMin(M,N));

  ierr = EPSGetTolerances(cyclic->eps,&svd->tol,&svd->max_it);CHKERRQ(ierr);

  if (svd->ncv != svd->n) {

    ierr = VecDestroyVecs(svd->n,&svd->U);CHKERRQ(ierr);

    ierr = VecDuplicateVecs(svd->tl,svd->ncv,&svd->U);CHKERRQ(ierr);

  }

  PetscFunctionReturn(0);

}

#undef __FUNCT__  

#define __FUNCT__ "SVDSolve_Cyclic"

PetscErrorCode SVDSolve_Cyclic(SVD svd)

{

  PetscErrorCode    ierr;

  SVD_CYCLIC        *cyclic = (SVD_CYCLIC*)svd->data;

  PetscInt          i,j,M,N,m,n;

  PetscScalar       sigma;

  const PetscScalar *px;

  Vec               x,x1,x2;

  PetscFunctionBegin;

  ierr = EPSSolve(cyclic->eps);CHKERRQ(ierr);

  ierr = EPSGetConverged(cyclic->eps,&svd->nconv);CHKERRQ(ierr);

  ierr = EPSGetIterationNumber(cyclic->eps,&svd->its);CHKERRQ(ierr);

  ierr = EPSGetConvergedReason(cyclic->eps,(EPSConvergedReason*)&svd->reason);CHKERRQ(ierr);

  ierr = MatGetVecs(cyclic->mat,&x,PETSC_NULL);CHKERRQ(ierr);

  ierr = SVDMatGetSize(svd,&M,&N);CHKERRQ(ierr);

  ierr = SVDMatGetLocalSize(svd,&m,&n);CHKERRQ(ierr);

  ierr = VecCreateMPIWithArray(((PetscObject)svd)->comm,m,M,PETSC_NULL,&x1);CHKERRQ(ierr);

  ierr = VecCreateMPIWithArray(((PetscObject)svd)->comm,n,N,PETSC_NULL,&x2);CHKERRQ(ierr);

  for (i=0,j=0;i<svd->nconv;i++) {

    ierr = EPSGetEigenpair(cyclic->eps,i,&sigma,PETSC_NULL,x,PETSC_NULL);CHKERRQ(ierr);

    if (PetscRealPart(sigma) > 0.0) {

      svd->sigma[j] = PetscRealPart(sigma);

      ierr = VecGetArrayRead(x,&px);CHKERRQ(ierr);

      ierr = VecPlaceArray(x1,px);CHKERRQ(ierr);

      ierr = VecPlaceArray(x2,px+m);CHKERRQ(ierr);

      ierr = VecCopy(x1,svd->U[j]);CHKERRQ(ierr);

      ierr = VecScale(svd->U[j],1.0/PetscSqrtReal(2.0));CHKERRQ(ierr);

      ierr = VecCopy(x2,svd->V[j]);CHKERRQ(ierr);

      ierr = VecScale(svd->V[j],1.0/PetscSqrtReal(2.0));CHKERRQ(ierr);

      ierr = VecResetArray(x1);CHKERRQ(ierr);

      ierr = VecResetArray(x2);CHKERRQ(ierr);

      ierr = VecRestoreArrayRead(x,&px);CHKERRQ(ierr);

      j++;

    }

  }

  svd->nconv = j;

  ierr = VecDestroy(&x);CHKERRQ(ierr);

  ierr = VecDestroy(&x1);CHKERRQ(ierr);

  ierr = VecDestroy(&x2);CHKERRQ(ierr);

  PetscFunctionReturn(0);

}

#undef __FUNCT__  

#define __FUNCT__ "SVDMonitor_Cyclic"

static PetscErrorCode SVDMonitor_Cyclic(EPS eps,PetscInt its,PetscInt nconv,PetscScalar *eigr,PetscScalar *eigi,PetscReal *errest,PetscInt nest,void *ctx)

{

  PetscInt       i,j;

  SVD            svd = (SVD)ctx;

  PetscScalar    er,ei;

  PetscErrorCode ierr;

  PetscFunctionBegin;

  nconv = 0;

  for (i=0,j=0;i<PetscMin(nest,svd->ncv);i++) {

    er = eigr[i]; ei = eigi[i];

    ierr = STBackTransform(eps->OP,1,&er,&ei);CHKERRQ(ierr);

    if (PetscRealPart(er) > 0.0) {

      svd->sigma[j] = PetscRealPart(er);

      svd->errest[j] = errest[i];

      if (errest[i] < svd->tol) nconv++;

      j++;

    }

  }

  nest = j;

  ierr = SVDMonitor(svd,its,nconv,svd->sigma,svd->errest,nest);CHKERRQ(ierr);

  PetscFunctionReturn(0);

}

#undef __FUNCT__  

#define __FUNCT__ "SVDSetFromOptions_Cyclic"

PetscErrorCode SVDSetFromOptions_Cyclic(SVD svd)

{

  PetscErrorCode ierr;

  PetscBool      set,val;

  SVD_CYCLIC     *cyclic = (SVD_CYCLIC*)svd->data;

  ST             st;

  PetscFunctionBegin;

  cyclic->setfromoptionscalled = PETSC_TRUE;

  ierr = PetscOptionsHead("SVD Cyclic Options");CHKERRQ(ierr);

  ierr = PetscOptionsBool("-svd_cyclic_explicitmatrix","Use cyclic explicit matrix","SVDCyclicSetExplicitMatrix",cyclic->explicitmatrix,&val,&set);CHKERRQ(ierr);

  if (set) {

    ierr = SVDCyclicSetExplicitMatrix(svd,val);CHKERRQ(ierr);

  }

  if (!cyclic->explicitmatrix) {

    /* use as default an ST with shell matrix and Jacobi */

    ierr = EPSGetST(cyclic->eps,&st);CHKERRQ(ierr);

    ierr = STSetMatMode(st,ST_MATMODE_SHELL);CHKERRQ(ierr);

  }

  ierr = PetscOptionsTail();CHKERRQ(ierr);

  PetscFunctionReturn(0);

}

EXTERN_C_BEGIN

#undef __FUNCT__  

#define __FUNCT__ "SVDCyclicSetExplicitMatrix_Cyclic"

PetscErrorCode SVDCyclicSetExplicitMatrix_Cyclic(SVD svd,PetscBool explicitmatrix)

{

  SVD_CYCLIC *cyclic = (SVD_CYCLIC*)svd->data;

  PetscFunctionBegin;

  cyclic->explicitmatrix = explicitmatrix;

  PetscFunctionReturn(0);

}

EXTERN_C_END

#undef __FUNCT__

#define __FUNCT__ "SVDCyclicSetExplicitMatrix"

/*@

   SVDCyclicSetExplicitMatrix - Indicate if the eigensolver operator

   H(A) = [ 0  A ; A^T 0 ] must be computed explicitly.

   Logically Collective on SVD

   Input Parameters:

+  svd      - singular value solver

-  explicit - boolean flag indicating if H(A) is built explicitly

   Options Database Key:

.  -svd_cyclic_explicitmatrix <boolean> - Indicates the boolean flag

   Level: advanced

.seealso: SVDCyclicGetExplicitMatrix()

@*/

PetscErrorCode SVDCyclicSetExplicitMatrix(SVD svd,PetscBool explicitmatrix)

{

  PetscErrorCode ierr;

  PetscFunctionBegin;

  PetscValidHeaderSpecific(svd,SVD_CLASSID,1);

  PetscValidLogicalCollectiveBool(svd,explicitmatrix,2);

  ierr = PetscTryMethod(svd,"SVDCyclicSetExplicitMatrix_C",(SVD,PetscBool),(svd,explicitmatrix));CHKERRQ(ierr);

  PetscFunctionReturn(0);

}

EXTERN_C_BEGIN

#undef __FUNCT__  

#define __FUNCT__ "SVDCyclicGetExplicitMatrix_Cyclic"

PetscErrorCode SVDCyclicGetExplicitMatrix_Cyclic(SVD svd,PetscBool *explicitmatrix)

{

  SVD_CYCLIC *cyclic = (SVD_CYCLIC*)svd->data;

  PetscFunctionBegin;

  *explicitmatrix = cyclic->explicitmatrix;

  PetscFunctionReturn(0);

}

EXTERN_C_END

#undef __FUNCT__

#define __FUNCT__ "SVDCyclicGetExplicitMatrix"

/*@

   SVDCyclicGetExplicitMatrix - Returns the flag indicating if H(A) is built explicitly

   Not Collective

   Input Parameter:

.  svd  - singular value solver

   Output Parameter:

.  explicit - the mode flag

   Level: advanced

.seealso: SVDCyclicSetExplicitMatrix()

@*/

PetscErrorCode SVDCyclicGetExplicitMatrix(SVD svd,PetscBool *explicitmatrix)

{

  PetscErrorCode ierr;

  PetscFunctionBegin;

  PetscValidHeaderSpecific(svd,SVD_CLASSID,1);

  PetscValidPointer(explicitmatrix,2);

  ierr = PetscTryMethod(svd,"SVDCyclicGetExplicitMatrix_C",(SVD,PetscBool*),(svd,explicitmatrix));CHKERRQ(ierr);

  PetscFunctionReturn(0);

}

EXTERN_C_BEGIN

#undef __FUNCT__  

#define __FUNCT__ "SVDCyclicSetEPS_Cyclic"

PetscErrorCode SVDCyclicSetEPS_Cyclic(SVD svd,EPS eps)

{

  PetscErrorCode  ierr;

  SVD_CYCLIC      *cyclic = (SVD_CYCLIC*)svd->data;

  PetscFunctionBegin;

  ierr = PetscObjectReference((PetscObject)eps);CHKERRQ(ierr);

  ierr = EPSDestroy(&cyclic->eps);CHKERRQ(ierr);  

  cyclic->eps = eps;

  ierr = PetscLogObjectParent(svd,cyclic->eps);CHKERRQ(ierr);

  svd->setupcalled = 0;

  PetscFunctionReturn(0);

}

EXTERN_C_END

#undef __FUNCT__  

#define __FUNCT__ "SVDCyclicSetEPS"

/*@

   SVDCyclicSetEPS - Associate an eigensolver object (EPS) to the

   singular value solver.

   Collective on SVD

   Input Parameters:

+  svd - singular value solver

-  eps - the eigensolver object

   Level: advanced

.seealso: SVDCyclicGetEPS()

@*/

PetscErrorCode SVDCyclicSetEPS(SVD svd,EPS eps)

{

  PetscErrorCode ierr;

  PetscFunctionBegin;

  PetscValidHeaderSpecific(svd,SVD_CLASSID,1);

  PetscValidHeaderSpecific(eps,EPS_CLASSID,2);

  PetscCheckSameComm(svd,1,eps,2);

  ierr = PetscTryMethod(svd,"SVDCyclicSetEPS_C",(SVD,EPS),(svd,eps));CHKERRQ(ierr);

  PetscFunctionReturn(0);

}

EXTERN_C_BEGIN

#undef __FUNCT__  

#define __FUNCT__ "SVDCyclicGetEPS_Cyclic"

PetscErrorCode SVDCyclicGetEPS_Cyclic(SVD svd,EPS *eps)

{

  SVD_CYCLIC *cyclic = (SVD_CYCLIC*)svd->data;

  PetscFunctionBegin;

  *eps = cyclic->eps;

  PetscFunctionReturn(0);

}

EXTERN_C_END

#undef __FUNCT__  

#define __FUNCT__ "SVDCyclicGetEPS"

/*@

   SVDCyclicGetEPS - Retrieve the eigensolver object (EPS) associated

   to the singular value solver.

   Not Collective

   Input Parameter:

.  svd - singular value solver

   Output Parameter:

.  eps - the eigensolver object

   Level: advanced

.seealso: SVDCyclicSetEPS()

@*/

PetscErrorCode SVDCyclicGetEPS(SVD svd,EPS *eps)

{

  PetscErrorCode ierr;

  PetscFunctionBegin;

  PetscValidHeaderSpecific(svd,SVD_CLASSID,1);

  PetscValidPointer(eps,2);

  ierr = PetscTryMethod(svd,"SVDCyclicGetEPS_C",(SVD,EPS*),(svd,eps));CHKERRQ(ierr);

  PetscFunctionReturn(0);

}

#undef __FUNCT__  

#define __FUNCT__ "SVDView_Cyclic"

PetscErrorCode SVDView_Cyclic(SVD svd,PetscViewer viewer)

{

  PetscErrorCode ierr;

  SVD_CYCLIC     *cyclic = (SVD_CYCLIC*)svd->data;

  PetscFunctionBegin;

  ierr = PetscViewerASCIIPrintf(viewer,"  Cyclic: %s matrix\n",cyclic->explicitmatrix?"explicit":"implicit");CHKERRQ(ierr);

  ierr = PetscViewerASCIIPushTab(viewer);CHKERRQ(ierr);

  ierr = EPSView(cyclic->eps,viewer);CHKERRQ(ierr);

  ierr = PetscViewerASCIIPopTab(viewer);CHKERRQ(ierr);

  PetscFunctionReturn(0);

}

#undef __FUNCT__  

#define __FUNCT__ "SVDReset_Cyclic"

PetscErrorCode SVDReset_Cyclic(SVD svd)

{

  PetscErrorCode ierr;

  SVD_CYCLIC     *cyclic = (SVD_CYCLIC*)svd->data;

  PetscFunctionBegin;

  ierr = EPSReset(cyclic->eps);CHKERRQ(ierr);

  ierr = MatDestroy(&cyclic->mat);CHKERRQ(ierr);

  ierr = VecDestroy(&cyclic->x1);CHKERRQ(ierr);

  ierr = VecDestroy(&cyclic->x2);CHKERRQ(ierr);

  ierr = VecDestroy(&cyclic->y1);CHKERRQ(ierr);

  ierr = VecDestroy(&cyclic->y2);CHKERRQ(ierr);

  PetscFunctionReturn(0);

}

#undef __FUNCT__  

#define __FUNCT__ "SVDDestroy_Cyclic"

PetscErrorCode SVDDestroy_Cyclic(SVD svd)

{

  PetscErrorCode ierr;

  SVD_CYCLIC     *cyclic = (SVD_CYCLIC*)svd->data;

  PetscFunctionBegin;

  ierr = EPSDestroy(&cyclic->eps);CHKERRQ(ierr);

  ierr = PetscFree(svd->data);CHKERRQ(ierr);

  ierr = PetscObjectComposeFunctionDynamic((PetscObject)svd,"SVDCyclicSetEPS_C","",PETSC_NULL);CHKERRQ(ierr);

  ierr = PetscObjectComposeFunctionDynamic((PetscObject)svd,"SVDCyclicGetEPS_C","",PETSC_NULL);CHKERRQ(ierr);

  ierr = PetscObjectComposeFunctionDynamic((PetscObject)svd,"SVDCyclicSetExplicitMatrix_C","",PETSC_NULL);CHKERRQ(ierr);

  ierr = PetscObjectComposeFunctionDynamic((PetscObject)svd,"SVDCyclicGetExplicitMatrix_C","",PETSC_NULL);CHKERRQ(ierr);

  PetscFunctionReturn(0);

}

EXTERN_C_BEGIN

#undef __FUNCT__  

#define __FUNCT__ "SVDCreate_Cyclic"

PetscErrorCode SVDCreate_Cyclic(SVD svd)

{

  PetscErrorCode ierr;

  SVD_CYCLIC     *cyclic;

  PetscFunctionBegin;

  ierr = PetscNewLog(svd,SVD_CYCLIC,&cyclic);CHKERRQ(ierr);

  svd->data                      = (void *)cyclic;

  svd->ops->solve                = SVDSolve_Cyclic;

  svd->ops->setup                = SVDSetUp_Cyclic;

  svd->ops->setfromoptions       = SVDSetFromOptions_Cyclic;

  svd->ops->destroy              = SVDDestroy_Cyclic;

  svd->ops->reset                = SVDReset_Cyclic;

  svd->ops->view                 = SVDView_Cyclic;

  ierr = PetscObjectComposeFunctionDynamic((PetscObject)svd,"SVDCyclicSetEPS_C","SVDCyclicSetEPS_Cyclic",SVDCyclicSetEPS_Cyclic);CHKERRQ(ierr);

  ierr = PetscObjectComposeFunctionDynamic((PetscObject)svd,"SVDCyclicGetEPS_C","SVDCyclicGetEPS_Cyclic",SVDCyclicGetEPS_Cyclic);CHKERRQ(ierr);

  ierr = PetscObjectComposeFunctionDynamic((PetscObject)svd,"SVDCyclicSetExplicitMatrix_C","SVDCyclicSetExplicitMatrix_Cyclic",SVDCyclicSetExplicitMatrix_Cyclic);CHKERRQ(ierr);

  ierr = PetscObjectComposeFunctionDynamic((PetscObject)svd,"SVDCyclicGetExplicitMatrix_C","SVDCyclicGetExplicitMatrix_Cyclic",SVDCyclicGetExplicitMatrix_Cyclic);CHKERRQ(ierr);

  ierr = EPSCreate(((PetscObject)svd)->comm,&cyclic->eps);CHKERRQ(ierr);

  ierr = EPSSetOptionsPrefix(cyclic->eps,((PetscObject)svd)->prefix);CHKERRQ(ierr);

  ierr = EPSAppendOptionsPrefix(cyclic->eps,"svd_");CHKERRQ(ierr);

  ierr = PetscObjectIncrementTabLevel((PetscObject)cyclic->eps,(PetscObject)svd,1);CHKERRQ(ierr);  

  ierr = PetscLogObjectParent(svd,cyclic->eps);CHKERRQ(ierr);

  if (!svd->ip) { ierr = SVDGetIP(svd,&svd->ip);CHKERRQ(ierr); }

  ierr = EPSSetIP(cyclic->eps,svd->ip);CHKERRQ(ierr);

  ierr = EPSSetWhichEigenpairs(cyclic->eps,EPS_LARGEST_REAL);CHKERRQ(ierr);

  ierr = EPSMonitorSet(cyclic->eps,SVDMonitor_Cyclic,svd,PETSC_NULL);CHKERRQ(ierr);

  cyclic->explicitmatrix = PETSC_FALSE;

  cyclic->mat = PETSC_NULL;

  cyclic->x1 = PETSC_NULL;

  cyclic->x2 = PETSC_NULL;

  cyclic->y1 = PETSC_NULL;

  cyclic->y2 = PETSC_NULL;

  cyclic->setfromoptionscalled = PETSC_FALSE;

  PetscFunctionReturn(0);

}

EXTERN_C_END