Date: 2024-09-25T09:33:19+00:00

Actual source code: ks-indef.c
slepc-3.21.2 2024-09-25
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      1: /*
      2:    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
      3:    SLEPc - Scalable Library for Eigenvalue Problem Computations
      4:    Copyright (c) 2002-, 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:    SLEPc eigensolver: "krylovschur"

     13:    Method: Krylov-Schur for symmetric-indefinite eigenproblems
     14: */
     15: #include <slepc/private/epsimpl.h>
     16: #include "krylovschur.h"

     18: PetscErrorCode EPSSolve_KrylovSchur_Indefinite(EPS eps)
     19: {
     20:   EPS_KRYLOVSCHUR *ctx = (EPS_KRYLOVSCHUR*)eps->data;
     21:   PetscInt        k,l,ld,nv,t,nconv=0;
     22:   Mat             U,D;
     23:   Vec             vomega,w=eps->work[0];
     24:   PetscReal       *a,*b,beta,beta1=1.0,*omega;
     25:   PetscBool       breakdown=PETSC_FALSE,symmlost=PETSC_FALSE;

     27:   PetscFunctionBegin;
     28:   PetscCall(DSGetLeadingDimension(eps->ds,&ld));

     30:   /* Get the starting Lanczos vector */
     31:   PetscCall(EPSGetStartVector(eps,0,NULL));

     33:   /* Extract sigma[0] from BV, computed during normalization */
     34:   PetscCall(DSSetDimensions(eps->ds,1,PETSC_DEFAULT,PETSC_DEFAULT));
     35:   PetscCall(BVSetActiveColumns(eps->V,0,1));
     36:   PetscCall(DSGetMatAndColumn(eps->ds,DS_MAT_D,0,&D,&vomega));
     37:   PetscCall(BVGetSignature(eps->V,vomega));
     38:   PetscCall(DSRestoreMatAndColumn(eps->ds,DS_MAT_D,0,&D,&vomega));
     39:   l = 0;

     41:   /* Restart loop */
     42:   while (eps->reason == EPS_CONVERGED_ITERATING) {
     43:     eps->its++;

     45:     /* Compute an nv-step Lanczos factorization */
     46:     nv = PetscMin(eps->nconv+eps->mpd,eps->ncv);
     47:     PetscCall(DSSetDimensions(eps->ds,nv,eps->nconv,eps->nconv+l));
     48:     PetscCall(DSGetArrayReal(eps->ds,DS_MAT_T,&a));
     49:     b = a + ld;
     50:     PetscCall(DSGetArrayReal(eps->ds,DS_MAT_D,&omega));
     51:     PetscCall(EPSPseudoLanczos(eps,a,b,omega,eps->nconv+l,&nv,&breakdown,&symmlost,NULL,w));
     52:     if (symmlost) {
     53:       eps->reason = EPS_DIVERGED_SYMMETRY_LOST;
     54:       if (nv==eps->nconv+l+1) { eps->nconv = nconv; break; }
     55:     }
     56:     beta = b[nv-1];
     57:     PetscCall(DSRestoreArrayReal(eps->ds,DS_MAT_T,&a));
     58:     PetscCall(DSRestoreArrayReal(eps->ds,DS_MAT_D,&omega));
     59:     PetscCall(DSSetDimensions(eps->ds,nv,eps->nconv,eps->nconv+l));
     60:     PetscCall(DSSetState(eps->ds,l?DS_STATE_RAW:DS_STATE_INTERMEDIATE));
     61:     PetscCall(BVSetActiveColumns(eps->V,eps->nconv,nv));

     63:     /* Solve projected problem */
     64:     PetscCall(DSSolve(eps->ds,eps->eigr,eps->eigi));
     65:     PetscCall(DSSort(eps->ds,eps->eigr,eps->eigi,NULL,NULL,NULL));
     66:     PetscCall(DSUpdateExtraRow(eps->ds));
     67:     PetscCall(DSSynchronize(eps->ds,eps->eigr,eps->eigi));

     69:     /* Check convergence */
     70:     PetscCall(DSGetDimensions(eps->ds,NULL,NULL,NULL,&t));
     71: #if 0
     72:     /* take into account also left residual */
     73:     PetscCall(BVGetColumn(eps->V,nv,&u));
     74:     PetscCall(VecNorm(u,NORM_2,&beta1));
     75:     PetscCall(BVRestoreColumn(eps->V,nv,&u));
     76:     PetscCall(VecNorm(w,NORM_2,&beta2));  /* w contains B*V[nv] */
     77:     beta1 = PetscMax(beta1,beta2);
     78: #endif
     79:     PetscCall(EPSKrylovConvergence(eps,PETSC_FALSE,eps->nconv,t-eps->nconv,beta*beta1,0.0,1.0,&k));
     80:     if (!symmlost) PetscCall((*eps->stopping)(eps,eps->its,eps->max_it,k,eps->nev,&eps->reason,eps->stoppingctx));
     81:     nconv = k;

     83:     /* Update l */
     84:     if (eps->reason != EPS_CONVERGED_ITERATING || breakdown) l = 0;
     85:     else {
     86:       l = PetscMax(1,(PetscInt)((nv-k)*ctx->keep));
     87:       l = PetscMin(l,t);
     88:       PetscCall(DSGetTruncateSize(eps->ds,k,t,&l));
     89:     }
     90:     if (!ctx->lock && l>0) { l += k; k = 0; } /* non-locking variant: reset no. of converged pairs */
     91:     if (l) PetscCall(PetscInfo(eps,"Preparing to restart keeping l=%" PetscInt_FMT " vectors\n",l));

     93:     if (eps->reason == EPS_CONVERGED_ITERATING) {
     94:       PetscCheck(!breakdown,PetscObjectComm((PetscObject)eps),PETSC_ERR_CONV_FAILED,"Breakdown in Indefinite Krylov-Schur (beta=%g)",(double)beta);
     95:       /* Prepare the Rayleigh quotient for restart */
     96:       PetscCall(DSTruncate(eps->ds,k+l,PETSC_FALSE));
     97:     }
     98:     /* Update the corresponding vectors V(:,idx) = V*Q(:,idx) */
     99:     PetscCall(DSGetMat(eps->ds,DS_MAT_Q,&U));
    100:     PetscCall(BVMultInPlace(eps->V,U,eps->nconv,k+l));
    101:     PetscCall(DSRestoreMat(eps->ds,DS_MAT_Q,&U));

    103:     /* Move restart vector and update signature */
    104:     if (eps->reason == EPS_CONVERGED_ITERATING && !breakdown) {
    105:       PetscCall(BVCopyColumn(eps->V,nv,k+l));
    106:       PetscCall(BVSetActiveColumns(eps->V,0,k+l));
    107:       PetscCall(DSGetMatAndColumn(eps->ds,DS_MAT_D,0,&D,&vomega));
    108:       PetscCall(BVSetSignature(eps->V,vomega));
    109:       PetscCall(DSRestoreMatAndColumn(eps->ds,DS_MAT_D,0,&D,&vomega));
    110:     }

    112:     eps->nconv = k;
    113:     PetscCall(EPSMonitor(eps,eps->its,nconv,eps->eigr,eps->eigi,eps->errest,nv));
    114:   }
    115:   PetscCall(DSTruncate(eps->ds,eps->nconv,PETSC_TRUE));
    116:   PetscFunctionReturn(PETSC_SUCCESS);
    117: }