NAG Library Manual, Mark 28.3
Interfaces:  FL   CL   CPP   AD 

NAG CL Interface Introduction
Example description
/* nag_lapackeig_zggev (f08wnc) Example Program.
 *
 * Copyright 2022 Numerical Algorithms Group.
 *
 * Mark 28.3, 2022.
 */

#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(Integer n, Complex v[], Complex e[],
                                 size_t rank[], const char *title);
static Integer sort_values(Integer n, Complex alpha[], Complex beta[],
                           Complex e[], size_t rank[], double emod[]);
#ifdef __cplusplus
}
#endif

int main(void) {
  /* Scalars */
  Integer i, j, n, ninf, pda, pdb, pdvl, pdvr;
  Integer exit_status = 0;

  /* Arrays */
  Complex *a = 0, *alpha = 0, *b = 0, *beta = 0, *vl = 0, *vr = 0;
  Complex *e = 0;
  double *emod = 0;
  size_t *rank = 0;
  char nag_enum_arg[40];

  /* Nag Types */
  NagError fail;
  Nag_OrderType order;
  Nag_LeftVecsType jobvl;
  Nag_RightVecsType jobvr;

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

  INIT_FAIL(fail);

  printf("nag_lapackeig_zggev (f08wnc) Example Program Results\n");

  /* Skip heading in data file */
  scanf("%*[^\n]");
  scanf("%" NAG_IFMT "%*[^\n]", &n);
  if (n < 0) {
    printf("Invalid n\n");
    exit_status = 1;
    goto END;
  }
  scanf(" %39s%*[^\n]", nag_enum_arg);
  /* nag_enum_name_to_value (x04nac).
   * Converts NAG enum member name to value
   */
  jobvl = (Nag_LeftVecsType)nag_enum_name_to_value(nag_enum_arg);
  scanf(" %39s%*[^\n]", nag_enum_arg);
  jobvr = (Nag_RightVecsType)nag_enum_name_to_value(nag_enum_arg);

  pda = n;
  pdb = n;
  pdvl = (jobvl == Nag_LeftVecs ? n : 1);
  pdvr = (jobvr == Nag_RightVecs ? n : 1);

  /* Allocate memory */
  if (!(a = NAG_ALLOC(n * n, Complex)) || !(alpha = NAG_ALLOC(n, Complex)) ||
      !(b = NAG_ALLOC(n * n, Complex)) || !(beta = NAG_ALLOC(n, Complex)) ||
      !(vl = NAG_ALLOC(pdvl * pdvl, Complex)) || !(e = NAG_ALLOC(n, Complex)) ||
      !(emod = NAG_ALLOC(n, double)) || !(rank = NAG_ALLOC(n, size_t)) ||
      !(vr = NAG_ALLOC(pdvr * pdvr, Complex))) {
    printf("Allocation failure\n");
    exit_status = -1;
    goto END;
  }

  /* Read in the matrices A and B */
  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]");
  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]");

  /* Solve the generalized eigenvalue problem using nag_lapackeig_zggev
   * (f08wnc). */
  nag_lapackeig_zggev(order, jobvl, jobvr, n, a, pda, b, pdb, alpha, beta, vl,
                      pdvl, vr, pdvr, &fail);
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_lapackeig_zggev (f08wnc).\n%s\n", fail.message);
    exit_status = 1;
    goto END;
  }

  printf("\n     Eigenvalues\n");
  ninf = 0;
  for (i = 0; i < n; ++i) {
    if (beta[i].re == 0.0) {
      ninf = ninf + 1;
      printf(" %4" NAG_IFMT "     Infinite eigenvalue\n", i + 1);
    }
  }
  if (ninf == 0) {
    /* Sort values by decreasing modulus and store in e[] */
    exit_status = sort_values(n, alpha, beta, e, rank, emod);
    for (i = 0; i < n; ++i) {
      printf(" %4" NAG_IFMT "     (%7.3f,%7.3f)\n", i + 1, e[i].re, e[i].im);
    }
    if (jobvl == Nag_LeftVecs) {
      exit_status =
          normalize_vectors(n, vl, e, rank, "    Left eigenvectors (columns)");
    }
    if (jobvr == Nag_RightVecs && exit_status == 0) {
      exit_status =
          normalize_vectors(n, vr, e, rank, "   Right eigenvectors (columns)");
    }
  }

END:
  NAG_FREE(a);
  NAG_FREE(alpha);
  NAG_FREE(b);
  NAG_FREE(beta);
  NAG_FREE(vl);
  NAG_FREE(vr);
  NAG_FREE(e);
  NAG_FREE(emod);
  NAG_FREE(rank);

  return exit_status;
}
static Integer normalize_vectors(Integer n, Complex v[], Complex e[],
                                 size_t rank[], const char *title) {

  Complex scal;
  double r, rr;
  Integer errors = 0, i, j, k;
  Nag_OrderType order;
  NagError fail;

  INIT_FAIL(fail);

#ifdef NAG_COLUMN_MAJOR
#define V(I, J) v[(J - 1) * n + I - 1]
  order = Nag_ColMajor;
#else
#define V(I, J) v[(I - 1) * n + J - 1]
  order = Nag_RowMajor;
#endif
  /* Re-normalize the eigenvectors, largest absolute element real */
  for (i = 1; i <= n; i++) {
    k = 0;
    r = -1.0;
    for (j = 1; j <= n; j++) {
      rr = nag_complex_abs(V(j, i));
      if (rr > r) {
        r = rr;
        k = j;
      }
    }
    scal.re = V(k, i).re / (r * r);
    scal.im = -V(k, i).im / (r * r);
    for (j = 1; j <= n; j++) {
      V(j, i) = nag_complex_multiply(V(j, i), scal);
    }
    V(k, i).re = 1.0;
    V(k, i).im = 0.0;
  }
  /* Sort eigenvectors according to rank */
  for (i = 1; i <= n; i++) {
    for (j = 1; j <= n; j++)
      e[j - 1] = V(i, j);

    /* Sort eigenvector row i using nag_sort_reorder_vector (m01esc). */
    nag_sort_reorder_vector((Pointer)e, (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 = 5;
      goto END;
    }
    for (j = 1; j <= n; j++)
      V(i, j) = e[j - 1];
  }

  printf("\n");
  /* Print eigenvectors using nag_file_print_matrix_complex_gen (x04dac). */
  fflush(stdout);
  nag_file_print_matrix_complex_gen(order, Nag_GeneralMatrix, Nag_NonUnitDiag,
                                    n, n, v, n, title, 0, &fail);
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_file_print_matrix_complex_gen (x04dac).\n%s\n",
           fail.message);
    errors = 6;
  }
#undef V
END:
  return errors;
}
static Integer sort_values(Integer n, Complex alpha[], Complex beta[],
                           Complex e[], size_t rank[], double emod[]) {
  Integer i, exit_status = 0;
  NagError fail;

  INIT_FAIL(fail);

  for (i = 0; i < n; ++i) {
    /* nag_complex_divide (a02cdc): Quotient of two complex numbers;
     * nag_complex_abs (a02ddc): Moduli of complex number.
     */
    e[i] = nag_complex_divide(alpha[i], beta[i]);
    emod[i] = nag_complex_abs(e[i]);
  }
  /* Rank sort eigenvalues by absolute values using
   * nag_sort_rank_sort (m01dsc).
   */
  nag_sort_rank_sort((Pointer)emod, (size_t)n, (ptrdiff_t)(sizeof(double)),
                     compare, Nag_Descending, rank, &fail);
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_sort_rank_sort (m01dsc).\n%s\n", fail.message);
    exit_status = 10;
    goto END;
  }
  /* 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);
    exit_status = 11;
    goto END;
  }
  /* Sort eigenvalues using nag_sort_reorder_vector (m01esc). */
  nag_sort_reorder_vector((Pointer)e, (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);
    exit_status = 12;
    goto END;
  }
END:
  return exit_status;
}
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));
}