NAG Library Manual, Mark 29
Interfaces:  FL   CL   CPP   AD 

NAG CL Interface Introduction
Example description
/* nag_lapackeig_dtgsja (f08yec) Example Program.
 *
 * Copyright 2023 Numerical Algorithms Group.
 *
 * Mark 29.0, 2023.
 */

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

int main(void) {
  /* Scalars */
  double norma, normb, eps, tola, tolb;
  Integer i, irank, j, k, l, m, n, ncycle, p, pda, pdb, pdq, pdu, pdv;
  Integer printq, printr, printu, printv, vsize;
  Integer exit_status = 0;

  /* Arrays */
  double *a = 0, *alpha = 0, *b = 0, *beta = 0, *q = 0, *u = 0, *v = 0;
  char nag_enum_arg[40];

  /* Nag Types */
  NagError fail;
  Nag_OrderType order;
  Nag_ComputeUType jobu;
  Nag_ComputeVType jobv;
  Nag_ComputeQType jobq;
  Nag_MatrixType genmat = Nag_GeneralMatrix, upmat = Nag_UpperMatrix;
  Nag_DiagType diag = Nag_NonUnitDiag;
  Nag_LabelType intlab = Nag_IntegerLabels;

#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_dtgsja (f08yec) Example Program Results\n\n");

  /* Skip heading in data file */
  scanf("%*[^\n]");
  scanf("%" NAG_IFMT "%" NAG_IFMT "%" NAG_IFMT "%*[^\n]", &m, &n, &p);
  if (m < 0 || n < 0 || p < 0) {
    printf("Invalid m, n or p\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
   */
  jobu = (Nag_ComputeUType)nag_enum_name_to_value(nag_enum_arg);
  scanf(" %39s%*[^\n]", nag_enum_arg);
  jobv = (Nag_ComputeVType)nag_enum_name_to_value(nag_enum_arg);
  scanf(" %39s%*[^\n]", nag_enum_arg);
  jobq = (Nag_ComputeQType)nag_enum_name_to_value(nag_enum_arg);

  pdu = (jobu != Nag_NotU ? m : 1);
  pdv = (jobv != Nag_NotV ? p : 1);
  pdq = (jobq != Nag_NotQ ? n : 1);
  vsize = (jobv != Nag_NotV ? p * m : 1);
#ifdef NAG_COLUMN_MAJOR
  pda = m;
  pdb = p;
#else
  pda = n;
  pdb = n;
#endif

  /* Read in 0s or 1s to determine whether matrices U, V, Q or R are to be
   * printed.
   */
  scanf("%" NAG_IFMT "%" NAG_IFMT "%" NAG_IFMT "%" NAG_IFMT "%*[^\n]", &printu,
        &printv, &printq, &printr);

  /* Allocate memory */
  if (!(a = NAG_ALLOC(m * n, double)) || !(b = NAG_ALLOC(p * n, double)) ||
      !(alpha = NAG_ALLOC(n, double)) || !(beta = NAG_ALLOC(n, double)) ||
      !(q = NAG_ALLOC(pdq * pdq, double)) ||
      !(u = NAG_ALLOC(pdu * pdu, double)) || !(v = NAG_ALLOC(vsize, double))) {
    printf("Allocation failure\n");
    exit_status = -1;
    goto END;
  }

  /* Read the m by n matrix A and p by n matrix B from data file */
  for (i = 1; i <= m; ++i)
    for (j = 1; j <= n; ++j)
      scanf("%lf", &A(i, j));
  scanf("%*[^\n]");
  for (i = 1; i <= p; ++i)
    for (j = 1; j <= n; ++j)
      scanf("%lf", &B(i, j));
  scanf("%*[^\n]");

  nag_blast_dge_norm(order, Nag_FrobeniusNorm, m, n, a, pda, &norma, &fail);
  nag_blast_dge_norm(order, Nag_FrobeniusNorm, p, n, b, pdb, &normb, &fail);
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_blast_dge_norm (f16rac).\n%s\n", fail.message);
    exit_status = 1;
    goto END;
  }

  /* Compute tola and tolb using nag_machine_precision (x02ajc) */
  eps = nag_machine_precision;
  tola = MAX(m, n) * norma * eps;
  tolb = MAX(p, n) * normb * eps;

  /* Preprocess step:
   * compute transformations to reduce (A, B) to upper triangular form
   * (A = U1*S*(Q1^T), B = V1*T*(Q1^T))
   * using nag_lapackeig_dggsvp (f08vec).
   */
  nag_lapackeig_dggsvp(order, jobu, jobv, jobq, m, p, n, a, pda, b, pdb, tola,
                       tolb, &k, &l, u, pdu, v, pdv, q, pdq, &fail);
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_lapackeig_dggsvp (f08vec).\n%s\n", fail.message);
    exit_status = 1;
    goto END;
  }

  /* Compute the generalized singular value decomposition of preprocessed (A,B)
   * (A = U*D1*(0 R)*(Q^T), B = V*D2*(0 R)*(Q^T))
   * using nag_lapackeig_dtgsja (f08yec). */
  nag_lapackeig_dtgsja(order, jobu, jobv, jobq, m, p, n, k, l, a, pda, b, pdb,
                       tola, tolb, alpha, beta, u, pdu, v, pdv, q, pdq, &ncycle,
                       &fail);
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_lapackeig_dtgsja (f08yec).\n%s\n", fail.message);
    exit_status = 1;
    goto END;
  }

  /* Print the generalized singular value pairs alpha, beta */
  irank = MIN(k + l, m);
  printf("Number of infinite generalized singular values (k): %5" NAG_IFMT "\n",
         k);
  printf("Number of   finite generalized singular values (l): %5" NAG_IFMT "\n",
         l);
  printf("Effective Numerical rank  of  ( A^T B^T)^T   (k+l): %5" NAG_IFMT "\n",
         irank);
  printf("\nFinite generalized singular values:\n");

  for (j = k; j < irank; ++j)
    printf("%45s%12.4e\n", "", alpha[j] / beta[j]);

  printf("\nNumber of cycles of the Kogbetliantz method: %12" NAG_IFMT "\n\n",
         ncycle);

  if (printu && jobu != Nag_NotU) {
    fflush(stdout);
    nag_file_print_matrix_real_gen_comp(order, genmat, diag, m, m, u, pdu,
                                        "%13.4e", "Orthogonal matrix U", intlab,
                                        NULL, intlab, NULL, 80, 0, NULL, &fail);
    if (fail.code != NE_NOERROR)
      goto PRINTERR;
    printf("\n");
  }
  if (printv && jobv != Nag_NotV) {
    fflush(stdout);
    nag_file_print_matrix_real_gen_comp(order, genmat, diag, p, p, v, pdv,
                                        "%13.4e", "Orthogonal matrix V", intlab,
                                        NULL, intlab, NULL, 80, 0, NULL, &fail);
    if (fail.code != NE_NOERROR)
      goto PRINTERR;
    printf("\n");
  }
  if (printq && jobq != Nag_NotQ) {
    fflush(stdout);
    nag_file_print_matrix_real_gen_comp(order, genmat, diag, n, n, q, pdq,
                                        "%13.4e", "Orthogonal matrix Q", intlab,
                                        NULL, intlab, NULL, 80, 0, NULL, &fail);
    if (fail.code != NE_NOERROR)
      goto PRINTERR;
    printf("\n");
  }
  if (printr) {
    fflush(stdout);
    nag_file_print_matrix_real_gen_comp(
        order, upmat, diag, irank, irank, &A(1, n - irank + 1), pda, "%13.4e",
        "Nonsingular upper triangular matrix R", intlab, NULL, intlab, NULL, 80,
        0, NULL, &fail);
  }
PRINTERR:
  if (fail.code != NE_NOERROR) {
    printf("Error from nag_file_print_matrix_real_gen_comp (x04cbc).\n%s\n",
           fail.message);
    exit_status = 1;
  }

END:
  NAG_FREE(a);
  NAG_FREE(alpha);
  NAG_FREE(b);
  NAG_FREE(beta);
  NAG_FREE(q);
  NAG_FREE(u);
  NAG_FREE(v);

  return exit_status;
}