/* nag_dggglm (f08zbc) Example Program.
 *
 * Copyright 2014 Numerical Algorithms Group.
 *
 * Mark 9, 2009.
 */

#include <stdio.h>
#include <nag.h>
#include <nag_stdlib.h>
#include <nagf08.h>
#include <nagf16.h>

int main(void)
{

  /* Scalars */
  double        rnorm;
  Integer       i, j, m, n, p, pda, pdb;
  Integer       exit_status = 0;
  NagError      fail;
  Nag_OrderType order;
  /* Arrays */
  double        *a = 0, *b = 0, *d = 0, *x = 0, *y = 0;

#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_dggglm (f08zbc) Example Program Results\n\n");

  /* Skip heading in data file */
  scanf("%*[^\n] ");
  scanf("%ld%ld%ld%*[^\n] ", &m, &n, &p);

#ifdef NAG_COLUMN_MAJOR
  pda = m;
  pdb = m;
#else
  pda = n;
  pdb = p;
#endif

  /* Allocate memory */
  if (!(a = NAG_ALLOC(n*m, double)) ||
      !(b = NAG_ALLOC(m*p, double)) ||
      !(d = NAG_ALLOC(m, double)) ||
      !(x = NAG_ALLOC(n, double)) ||
      !(y = NAG_ALLOC(p, double)))
    {
      printf("Allocation failure\n");
      exit_status = -1;
      goto END;
    }

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

  for (i = 0; i < m; ++i)
    scanf("%lf", &d[i]);
  scanf("%*[^\n] ");

  /* Solve the weighted least squares problem: minimize ||inv(B)*(d - A*x)|| 
   * (in the 2-norm) using nag_dggglm (f08zbc).
   */
  nag_dggglm(order, m, n, p, a, pda, b, pdb, d, x, y, &fail);

  if (fail.code == NE_NOERROR)
    {
      /* Print least squares solution, x. */
      printf("Weighted least-squares solution\n");
      for (i = 0; i < n; ++i)
        printf(" %11.4f%s", x[i], i%7 == 6 ?"\n        ":"");

      /* Print residual vector y = inv(B)*(d - A*x). */
      printf("\n");
      printf("%s\n", "Residual vector");
      for (i = 0; i < p; ++i)
        printf(" %11.2e%s", y[i], i%7 == 6?"\n        ":"");

      /* Compute and print the square root of the residual sum of squares using
       * nag_dge_norm (f16rac).
       */
      nag_dge_norm(Nag_ColMajor, Nag_FrobeniusNorm, 1, p, y, 1, &rnorm, &fail);
      if (fail.code != NE_NOERROR)
        {
          printf("Error from nag_dge_norm (f16rac).\n%s\n", fail.message);
          exit_status = 1;
          goto END;
        }

      printf("\nSquare root of the residual sum of squares\n %11.2e\n", rnorm);
    }
  else
    {
      printf("Error from nag_dggglm (f08zbc).\n%s\n", fail.message);
      exit_status = 1;
    }

 END:
  NAG_FREE(a);
  NAG_FREE(b);
  NAG_FREE(d);
  NAG_FREE(x);
  NAG_FREE(y);

  return exit_status;
}