NAG Library Manual, Mark 27.3
Interfaces:  FL   CL   CPP   AD 

NAG CL Interface Introduction
Example description
/* nag_lapackeig_ztgevc (f08yxc) Example Program.
 *
 * Copyright 2021 Numerical Algorithms Group.
 *
 * Mark 27.3, 2021.
 */

#include <math.h>
#include <nag.h>
#include <stdio.h>

#ifdef __cplusplus
extern "C" {
#endif
static Integer NAG_CALL compare(const Nag_Pointer a, const Nag_Pointer b);
static Integer normalize_vectors(Nag_OrderType order, Integer n, Complex qz[],
                                 Complex tz[], double temp[], size_t rank[],
                                 const char *title);
static Integer sort_values(Integer n, Complex alpha[], Complex beta[],
                           size_t rank[], double temp[]);
#ifdef __cplusplus
}
#endif

int main(void) {
  /* Scalars */
  Integer i, icols, ihi, ilo, irows, j, m, n, pda, pdb, pdq, pdz;
  Integer exit_status = 0, prbal = 0, prhess = 0;
  Complex one, zero;
  /* Arrays */
  Complex *a = 0, *alpha = 0, *b = 0, *beta = 0, *q = 0, *tau = 0;
  Complex *z = 0;
  double *lscale = 0, *rscale = 0, *temp = 0;
  size_t *rank = 0;
  /* Nag Types */
  Nag_Boolean ileft, iright;
  NagError fail;
  Nag_OrderType order;

#ifdef NAG_COLUMN_MAJOR
#define A(I, J) a[(J - 1) * pda + I - 1]
#define B(I, J) b[(J - 1) * pdb + I - 1]
#define Q(I, J) q[(J - 1) * pdq + I - 1]
  order = Nag_ColMajor;
#else
#define A(I, J) a[(I - 1) * pda + J - 1]
#define B(I, J) b[(I - 1) * pdb + J - 1]
#define Q(I, J) q[(I - 1) * pdq + J - 1]
  order = Nag_RowMajor;
#endif

  INIT_FAIL(fail);

  printf("nag_lapackeig_ztgevc (f08yxc) Example Program Results\n\n");

  /* ileft  is true if left  eigenvectors are required;
   * iright is true if right eigenvectors are required.
   */
  ileft = Nag_TRUE;
  iright = Nag_TRUE;
  zero = nag_complex_create(0.0, 0.0);
  one = nag_complex_create(1.0, 0.0);

  /* Skip heading in data file and read matrix size. */
  scanf("%*[^\n] ");
  scanf("%" NAG_IFMT "%*[^\n] ", &n);

  pda = n;
  pdb = n;
  pdq = n;
  pdz = n;

  /* Allocate memory */
  if (!(a = NAG_ALLOC(n * n, Complex)) || !(b = NAG_ALLOC(n * n, Complex)) ||
      !(q = NAG_ALLOC(n * n, Complex)) || !(z = NAG_ALLOC(n * n, Complex)) ||
      !(alpha = NAG_ALLOC(n, Complex)) || !(beta = NAG_ALLOC(n, Complex)) ||
      !(tau = NAG_ALLOC(n, Complex)) || !(temp = NAG_ALLOC(n, double)) ||
      !(rank = NAG_ALLOC(n, size_t)) || !(lscale = NAG_ALLOC(n, double)) ||
      !(rscale = NAG_ALLOC(n, double))) {
    printf("Allocation failure\n");
    exit_status = -1;
    goto END;
  }

  /* READ matrix A from data file */
  for (i = 1; i <= n; ++i)
    for (j = 1; j <= n; ++j)
      scanf(" ( %lf , %lf )", &A(i, j).re, &A(i, j).im);
  scanf("%*[^\n] ");

  /* READ matrix B from data file */
  for (i = 1; i <= n; ++i)
    for (j = 1; j <= n; ++j)
      scanf(" ( %lf , %lf )", &B(i, j).re, &B(i, j).im);
  scanf("%*[^\n] ");

  /* Balance pair (A,B) of complex general matrices using
   * nag_lapackeig_zggbal (f08wvc).
   */
  nag_lapackeig_zggbal(order, Nag_DoBoth, n, a, pda, b, pdb, &ilo, &ihi, lscale,
                       rscale, &fail);
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_lapackeig_zggbal (f08wvc).\n%s\n", fail.message);
    exit_status = 1;
    goto END;
  }

  if (prbal) {
    /* Print complex general matrices A and B after balancing using
     * nag_file_print_matrix_complex_gen_comp (x04dbc).
     */
    fflush(stdout);
    nag_file_print_matrix_complex_gen_comp(
        order, Nag_GeneralMatrix, Nag_NonUnitDiag, n, n, a, pda,
        Nag_BracketForm, "%7.4f", "Matrix A after balancing", Nag_IntegerLabels,
        0, Nag_IntegerLabels, 0, 80, 0, 0, &fail);
    if (fail.code == NE_NOERROR) {
      fflush(stdout);
      nag_file_print_matrix_complex_gen_comp(
          order, Nag_GeneralMatrix, Nag_NonUnitDiag, n, n, b, pdb,
          Nag_BracketForm, "%7.4f", "Matrix B after balancing",
          Nag_IntegerLabels, 0, Nag_IntegerLabels, 0, 80, 0, 0, &fail);
    }
    if (fail.code != NE_NOERROR) {
      printf(
          "Error from nag_file_print_matrix_complex_gen_comp (x04dbc).\n%s\n",
          fail.message);
      exit_status = 1;
      goto END;
    }
    printf("\n");
  }

  /* Reduce B to triangular form using QR and premultiply A by Q^H. */
  irows = ihi + 1 - ilo;
  icols = n + 1 - ilo;
  /* nag_lapackeig_zgeqrf (f08asc).
   * QR factorization of complex general rectangular matrix B.
   */
  nag_lapackeig_zgeqrf(order, irows, icols, &B(ilo, ilo), pdb, tau, &fail);
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_lapackeig_zgeqrf (f08asc).\n%s\n", fail.message);
    exit_status = 1;
    goto END;
  }

  /* Apply the orthogonal transformation Q^H to matrix A using
   * nag_lapackeig_zunmqr (f08auc).
   */
  nag_lapackeig_zunmqr(order, Nag_LeftSide, Nag_ConjTrans, irows, icols, irows,
                       &B(ilo, ilo), pdb, tau, &A(ilo, ilo), pda, &fail);
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_lapackeig_zunmqr (f08auc).\n%s\n", fail.message);
    exit_status = 1;
    goto END;
  }

  /* Initialize Q (if left eigenvectors are required) */
  if (ileft) {
    /* Q = I */
    nag_blast_zge_load(order, n, n, zero, one, q, pdq, &fail);
    /* Q = B using nag_blast_zge_copy (f16tfc). */
    nag_blast_zge_copy(order, Nag_NoTrans, irows - 1, irows - 1,
                       &B(ilo + 1, ilo), pdb, &Q(ilo + 1, ilo), pdq, &fail);
    /* Form Q from QR factorization using nag_lapackeig_zungqr (f08atc). */
    nag_lapackeig_zungqr(order, irows, irows, irows, &Q(ilo, ilo), pdq, tau,
                         &fail);
    if (fail.code != NE_NOERROR) {
      printf("Error from nag_lapackeig_zungqr (f08atc).\n%s\n", fail.message);
      exit_status = 1;
      goto END;
    }
  }

  if (iright) {
    /* Z = I. */
    nag_blast_zge_load(order, n, n, zero, one, z, pdz, &fail);
  }

  /* Compute the generalized Hessenberg form of (A,B) by Unitary reduction
   * using nag_lapackeig_zgghrd (f08wsc).
   */
  nag_lapackeig_zgghrd(order, Nag_UpdateSchur, Nag_UpdateZ, n, ilo, ihi, a, pda,
                       b, pdb, q, pdq, z, pdz, &fail);
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_lapackeig_zgghrd (f08wsc).\n%s\n", fail.message);
    exit_status = 1;
    goto END;
  }
  if (prhess) {
    /* Print generalized Hessenberg form of (A,B) using
     * nag_file_print_matrix_complex_gen_comp (x04dbc).
     */
    fflush(stdout);
    nag_file_print_matrix_complex_gen_comp(
        order, Nag_GeneralMatrix, Nag_NonUnitDiag, n, n, a, pda,
        Nag_BracketForm, "%7.3f", "Matrix A in Hessenberg form",
        Nag_IntegerLabels, 0, Nag_IntegerLabels, 0, 80, 0, 0, &fail);
    if (fail.code == NE_NOERROR) {
      printf("\n");

      fflush(stdout);
      nag_file_print_matrix_complex_gen_comp(
          order, Nag_GeneralMatrix, Nag_NonUnitDiag, n, n, b, pdb,
          Nag_BracketForm, "%7.3f", "Matrix B in Hessenberg form",
          Nag_IntegerLabels, 0, Nag_IntegerLabels, 0, 80, 0, 0, &fail);
    }
    if (fail.code != NE_NOERROR) {
      printf(
          "Error from nag_file_print_matrix_complex_gen_comp (x04dbc).\n%s\n",
          fail.message);
      exit_status = 1;
      goto END;
    }
  }

  /* Compute the generalized Schur form - nag_lapackeig_zhgeqz (f08xsc).
   * Eigenvalues and generalized Schur factorization of
   * complex generalized upper Hessenberg form reduced from a
   * pair of complex general matrices
   */
  nag_lapackeig_zhgeqz(order, Nag_Schur, Nag_AccumulateQ, Nag_AccumulateZ, n,
                       ilo, ihi, a, pda, b, pdb, alpha, beta, q, pdq, z, pdz,
                       &fail);
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_lapackeig_zhgeqz (f08xsc).\n%s\n", fail.message);
    exit_status = 1;
    goto END;
  }

  /* Print the ordered generalized eigenvalues if finite */
  exit_status = sort_values(n, alpha, beta, rank, temp);
  if (exit_status) {
    goto END;
  }

  /* nag_lapackeig_ztgevc (f08yxc).
   * Left and right eigenvectors of a pair of complex upper
   * triangular matrices
   */
  nag_lapackeig_ztgevc(order, Nag_BothSides, Nag_BackTransform, NULL, n, a, pda,
                       b, pdb, q, pdq, z, pdz, n, &m, &fail);
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_lapackeig_ztgevc (f08yxc).\n%s\n", fail.message);
    exit_status = 1;
    goto END;
  }
  if (iright) {
    /* nag_lapackeig_zggbak (f08wwc).
     * Transform eigenvectors of a pair of complex balanced
     * matrices to those of original matrix pair supplied to
     * nag_lapackeig_zggbal (f08wvc)
     */
    nag_lapackeig_zggbak(order, Nag_DoBoth, Nag_RightSide, n, ilo, ihi, lscale,
                         rscale, n, z, pdz, &fail);
    if (fail.code != NE_NOERROR) {
      printf("Error from nag_lapackeig_zggbak (f08wwc).\n%s\n", fail.message);
      exit_status = 1;
      goto END;
    }

    /* Normalize and print the right eigenvectors */
    exit_status =
        normalize_vectors(order, n, z, a, temp, rank, "Right eigenvectors");
    printf("\n");
  }

  /* Compute left eigenvectors of the original matrix */
  if (ileft) {
    /* nag_lapackeig_zggbak (f08wwc), see above. */
    nag_lapackeig_zggbak(order, Nag_DoBoth, Nag_LeftSide, n, ilo, ihi, lscale,
                         rscale, n, q, pdq, &fail);
    if (fail.code != NE_NOERROR) {
      printf("Error from nag_lapackeig_zggbak (f08wwc).\n%s\n", fail.message);
      exit_status = 1;
      goto END;
    }

    /* Normalize and print the left eigenvectors */
    exit_status =
        normalize_vectors(order, n, q, a, temp, rank, "Left eigenvectors");
  }
END:
  NAG_FREE(a);
  NAG_FREE(b);
  NAG_FREE(q);
  NAG_FREE(z);
  NAG_FREE(alpha);
  NAG_FREE(beta);
  NAG_FREE(tau);
  NAG_FREE(temp);
  NAG_FREE(rank);
  NAG_FREE(lscale);
  NAG_FREE(rscale);

  return exit_status;
}

static Integer normalize_vectors(Nag_OrderType order, Integer n, Complex qz[],
                                 Complex tz[], double temp[], size_t rank[],
                                 const char *title) {
  /* Each complex eigenvector is normalized so that the element of largest
   * magnitude is scaled to be real and positive.
   */

  Complex scal;
  double norm, r;
  Integer i, j, k, errors = 0;
  NagError fail;

  INIT_FAIL(fail);

#ifdef NAG_COLUMN_MAJOR
#define Z(I, J) qz[(J - 1) * n + I - 1]
#define T(I, J) tz[(J - 1) * n + I - 1]
  order = Nag_ColMajor;
#else
#define Z(I, J) qz[(I - 1) * n + J - 1]
#define T(I, J) tz[(I - 1) * n + J - 1]
  order = Nag_RowMajor;
#endif

  for (j = 1; j <= n; j++) {
    /* Find element of eigenvector with largest absolute value using
     * nag_complex_abs (a02dbc) and nag_blast_dmax_val (f16jnc).
     */
    norm = 0.0;
    for (i = 1; i <= n; i++) {
      temp[i - 1] = nag_complex_abs(Z(i, j));
      norm = norm + temp[i - 1] * temp[i - 1];
    }
    norm = sqrt(norm);
    nag_blast_dmax_val(n, temp, 1, &k, &r, &fail);
    if (fail.code != NE_NOERROR) {
      printf("Error from nag_blast_dmax_val (f16jnc).\n%s\n", fail.message);
      errors = 1;
      goto END;
    }
    k = k + 1;
    scal.re = Z(k, j).re / r / norm;
    scal.im = -Z(k, j).im / r / norm;
    for (i = 1; i <= n; i++)
      Z(i, j) = nag_complex_multiply(Z(i, j), scal);
    Z(k, j).im = 0.0;
  }
  for (j = 1; j <= n; j++) {
    k = (Integer)rank[j - 1];
    for (i = 1; i <= n; i++) {
      T(i, j) = Z(i, k + 1);
    }
  }
  /* Print the normalized eigenvectors using
   * nag_file_print_matrix_complex_gen_comp (x04dbc)
   */
  fflush(stdout);
  nag_file_print_matrix_complex_gen_comp(
      order, Nag_GeneralMatrix, Nag_NonUnitDiag, n, n, tz, n, Nag_BracketForm,
      "%7.4f", title, Nag_IntegerLabels, 0, Nag_IntegerLabels, 0, 80, 0, 0,
      &fail);
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_file_print_matrix_complex_gen_comp (x04dbc).\n%s\n",
           fail.message);
    errors = 3;
  }
END:
  return errors;
}

static Integer sort_values(Integer n, Complex alpha[], Complex beta[],
                           size_t rank[], double temp[]) {
  Integer i, errors = 0, isinf = 0;
  Complex e;
  NagError fail;

  INIT_FAIL(fail);

  /* Accumulate eigenvalue modulii in temp. */
  for (i = 0; i < n; ++i) {
    if (beta[i].re != 0.0) {
      /* nag_complex_divide (a02cdc) - Quotient of two complex numbers. */
      e = nag_complex_divide(alpha[i], beta[i]);
      temp[i] = nag_complex_abs(e);
      alpha[i] = e;
    } else {
      isinf = i;
      printf(" %4" NAG_IFMT "Eigenvalue is infinite\n", isinf + 1);
      goto END;
    }
  }
  /* Rank sort eigenvalues by absolute values using nag_sort_rank_sort (m01dsc).
   */
  nag_sort_rank_sort((Pointer)temp, (size_t)n, (ptrdiff_t)(sizeof(double)),
                     compare, Nag_Descending, rank, &fail);
  /* Turn ranks into indices using nag_sort_permute_invert (m01zac). */
  nag_sort_permute_invert(rank, (size_t)n, &fail);
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_sort_permute_invert (m01zac).\n%s\n", fail.message);
    errors = 1;
    goto END;
  }
  /* Sort eigenvalues using nag_sort_reorder_vector (m01esc). */
  nag_sort_reorder_vector((Pointer)alpha, (size_t)n, sizeof(Complex),
                          (ptrdiff_t)sizeof(Complex), rank, &fail);
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_sort_reorder_vector (m01esc).\n%s\n", fail.message);
    errors = 2;
    goto END;
  }
  printf("\n Generalized eigenvalues\n");
  for (i = 0; i < n; ++i) {
    e = alpha[i];
    printf(" %4" NAG_IFMT "     (%7.3f,%7.3f)\n", i + 1, e.re, e.im);
  }
  printf("\n");
END:
  return errors;
}

static Integer NAG_CALL compare(const Nag_Pointer a, const Nag_Pointer b) {
  double x = *((const double *)a) - *((const double *)b);
  return (x < 0.0 ? -1 : (x == 0.0 ? 0 : 1));
}