Actual source code: ex12.c
slepc-3.10.1 2018-10-23
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      1: /*
      2:    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
      3:    SLEPc - Scalable Library for Eigenvalue Problem Computations
      4:    Copyright (c) 2002-2018, 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: */

     11: static char help[] = "Compute all eigenvalues in an interval of a symmetric-definite problem.\n\n"
     12:   "The command line options are:\n"
     13:   "  -n <n>, where <n> = number of grid subdivisions in x dimension.\n"
     14:   "  -m <m>, where <m> = number of grid subdivisions in y dimension.\n\n";

     16: #include <slepceps.h>

     18: int main(int argc,char **argv)
     19: {
     20:   Mat            A,B;         /* matrices */
     21:   EPS            eps;         /* eigenproblem solver context */
     22:   ST             st;          /* spectral transformation context */
     23:   KSP            ksp;
     24:   PC             pc;
     25:   PetscInt       N,n=35,m,Istart,Iend,II,nev,i,j,k,*inertias;
     26:   PetscBool      flag,showinertia=PETSC_TRUE;
     27:   PetscReal      int0,int1,*shifts;

     30:   SlepcInitialize(&argc,&argv,(char*)0,help);if (ierr) return ierr;

     32:   PetscOptionsGetBool(NULL,NULL,"-showinertia",&showinertia,NULL);
     33:   PetscOptionsGetInt(NULL,NULL,"-n",&n,NULL);
     34:   PetscOptionsGetInt(NULL,NULL,"-m",&m,&flag);
     35:   if (!flag) m=n;
     36:   N = n*m;
     37:   PetscPrintf(PETSC_COMM_WORLD,"\nSymmetric-definite problem with two intervals, N=%D (%Dx%D grid)\n\n",N,n,m);

     39:   /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
     40:      Compute the matrices that define the eigensystem, Ax=kBx
     41:      - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */

     43:   MatCreate(PETSC_COMM_WORLD,&A);
     44:   MatSetSizes(A,PETSC_DECIDE,PETSC_DECIDE,N,N);
     45:   MatSetFromOptions(A);
     46:   MatSetUp(A);

     48:   MatCreate(PETSC_COMM_WORLD,&B);
     49:   MatSetSizes(B,PETSC_DECIDE,PETSC_DECIDE,N,N);
     50:   MatSetFromOptions(B);
     51:   MatSetUp(B);

     53:   MatGetOwnershipRange(A,&Istart,&Iend);
     54:   for (II=Istart;II<Iend;II++) {
     55:     i = II/n; j = II-i*n;
     56:     if (i>0) { MatSetValue(A,II,II-n,-1.0,INSERT_VALUES); }
     57:     if (i<m-1) { MatSetValue(A,II,II+n,-1.0,INSERT_VALUES); }
     58:     if (j>0) { MatSetValue(A,II,II-1,-1.0,INSERT_VALUES); }
     59:     if (j<n-1) { MatSetValue(A,II,II+1,-1.0,INSERT_VALUES); }
     60:     MatSetValue(A,II,II,4.0,INSERT_VALUES);
     61:     MatSetValue(B,II,II,2.0,INSERT_VALUES);
     62:   }
     63:   if (Istart==0) {
     64:     MatSetValue(B,0,0,6.0,INSERT_VALUES);
     65:     MatSetValue(B,0,1,-1.0,INSERT_VALUES);
     66:     MatSetValue(B,1,0,-1.0,INSERT_VALUES);
     67:     MatSetValue(B,1,1,1.0,INSERT_VALUES);
     68:   }

     70:   MatAssemblyBegin(A,MAT_FINAL_ASSEMBLY);
     71:   MatAssemblyEnd(A,MAT_FINAL_ASSEMBLY);
     72:   MatAssemblyBegin(B,MAT_FINAL_ASSEMBLY);
     73:   MatAssemblyEnd(B,MAT_FINAL_ASSEMBLY);

     75:   /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
     76:                 Create the eigensolver and set various options
     77:      - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */

     79:   EPSCreate(PETSC_COMM_WORLD,&eps);
     80:   EPSSetOperators(eps,A,B);
     81:   EPSSetProblemType(eps,EPS_GHEP);

     83:   /*
     84:      Set first interval and other settings for spectrum slicing
     85:   */
     86:   EPSSetWhichEigenpairs(eps,EPS_ALL);
     87:   EPSSetInterval(eps,1.1,1.3);
     88:   EPSGetST(eps,&st);
     89:   STSetType(st,STSINVERT);
     90:   STGetKSP(st,&ksp);
     91:   KSPGetPC(ksp,&pc);
     92:   KSPSetType(ksp,KSPPREONLY);
     93:   PCSetType(pc,PCCHOLESKY);
     94:   EPSSetFromOptions(eps);

     96:   /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
     97:                  Solve for first interval and display info
     98:      - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */

    100:   EPSSolve(eps);
    101:   EPSGetDimensions(eps,&nev,NULL,NULL);
    102:   EPSGetInterval(eps,&int0,&int1);
    103:   PetscPrintf(PETSC_COMM_WORLD," Found %D eigenvalues in interval [%g,%g]\n",nev,(double)int0,(double)int1);
    104:   if (showinertia) {
    105:     EPSKrylovSchurGetInertias(eps,&k,&shifts,&inertias);
    106:     PetscPrintf(PETSC_COMM_WORLD," Used %D shifts (inertia):\n",k);
    107:     for (i=0;i<k;i++) {
    108:       PetscPrintf(PETSC_COMM_WORLD," .. %g (%D)\n",(double)shifts[i],inertias[i]);
    109:     }
    110:     PetscFree(shifts);
    111:     PetscFree(inertias);
    112:   }

    114:   /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    115:                  Solve for second interval and display info
    116:      - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */
    117:   EPSSetInterval(eps,1.5,1.6);
    118:   EPSSolve(eps);
    119:   EPSGetDimensions(eps,&nev,NULL,NULL);
    120:   EPSGetInterval(eps,&int0,&int1);
    121:   PetscPrintf(PETSC_COMM_WORLD," Found %D eigenvalues in interval [%g,%g]\n",nev,(double)int0,(double)int1);
    122:   if (showinertia) {
    123:     EPSKrylovSchurGetInertias(eps,&k,&shifts,&inertias);
    124:     PetscPrintf(PETSC_COMM_WORLD," Used %D shifts (inertia):\n",k);
    125:     for (i=0;i<k;i++) {
    126:       PetscPrintf(PETSC_COMM_WORLD," .. %g (%D)\n",(double)shifts[i],inertias[i]);
    127:     }
    128:     PetscFree(shifts);
    129:     PetscFree(inertias);
    130:   }

    132:   EPSDestroy(&eps);
    133:   MatDestroy(&A);
    134:   MatDestroy(&B);
    135:   SlepcFinalize();
    136:   return ierr;
    137: }

    139: /*TEST

    141:    test:
    142:       suffix: 1
    143:       args: -showinertia 0 -eps_error_relative
    144:       requires: !single

    146: TEST*/