/* nag_eigen_real_gen_partialsvd (f02wgc) Example Program.
*
* Copyright 2022 Numerical Algorithms Group.
*
* Mark 28.5, 2022.
*/
/* Pre-processor includes */
#include <math.h>
#include <nag.h>
#include <stdio.h>
#ifdef __cplusplus
extern "C" {
#endif
static void NAG_CALL av(Integer *iflag, Integer m, Integer n, const double x[],
double ax[], Nag_Comm *comm);
#ifdef __cplusplus
}
#endif
int main(void) {
/*Integer scalar and array declarations */
Integer exit_status = 0;
Integer i, m, n, nconv, ncv, nev;
Integer pdu, pdv;
Nag_Comm comm;
NagError fail;
/*Double scalar and array declarations */
static double ruser[1] = {-1.0};
double *resid = 0, *sigma = 0, *u = 0, *v = 0;
Nag_OrderType order;
INIT_FAIL(fail);
printf("nag_eigen_real_gen_partialsvd (f02wgc) Example Program Results\n\n");
/* For communication with user-supplied functions: */
comm.user = ruser;
/* Skip heading in data file */
scanf("%*[^\n] ");
scanf("%" NAG_IFMT "%" NAG_IFMT "%" NAG_IFMT "%" NAG_IFMT "%*[^\n]", &m, &n,
&nev, &ncv);
#ifdef NAG_COLUMN_MAJOR
order = Nag_ColMajor;
pdu = m;
pdv = n;
#else
order = Nag_RowMajor;
pdu = ncv;
pdv = ncv;
#endif
if (!(resid = NAG_ALLOC(m, double)) || !(sigma = NAG_ALLOC(ncv, double)) ||
!(u = NAG_ALLOC(m * ncv, double)) || !(v = NAG_ALLOC(n * ncv, double))) {
printf("Allocation failure\n");
exit_status = -1;
goto END;
}
/*
* nag_eigen_real_gen_partialsvd (f02wgc)
* Computes leading terms in the singular value decomposition of
* a real general matrix; also computes corresponding left and right
* singular vectors.
*/
nag_eigen_real_gen_partialsvd(order, m, n, nev, ncv, av, &nconv, sigma, u,
pdu, v, pdv, resid, &comm, &fail);
if (fail.code != NE_NOERROR) {
printf("Error from nag_eigen_real_gen_partialsvd (f02wgc).\n%s\n",
fail.message);
exit_status = 1;
goto END;
}
/* Print computed residuals */
printf("%s\n", " Singular Value Residual");
for (i = 0; i < nconv; i++)
printf("%10.5f %16.2g\n", sigma[i], resid[i]);
printf("\n");
END:
NAG_FREE(resid);
NAG_FREE(sigma);
NAG_FREE(u);
NAG_FREE(v);
return exit_status;
}
static void NAG_CALL av(Integer *iflag, Integer m, Integer n, const double x[],
double ax[], Nag_Comm *comm) {
Integer i, j;
double one = 1.0, zero = 0.0;
double h, k, s, t;
/* Matrix vector multiply: w <- A*x or w <- Trans(A)*x. */
if (comm->user[0] == -1.0) {
printf("(User-supplied callback av, first invocation.)\n");
comm->user[0] = 0.0;
}
h = one / (double)(m + 1);
k = one / (double)(n + 1);
if (*iflag == 1) {
for (i = 0; i < m; i++)
ax[i] = zero;
t = zero;
for (j = 0; j < n; j++) {
t = t + k;
s = zero;
for (i = 0; i < MIN(j + 1, m); i++) {
s = s + h;
ax[i] = ax[i] + k * s * (t - one) * x[j];
}
for (i = j + 1; i < m; i++) {
s = s + h;
ax[i] = ax[i] + k * t * (s - one) * x[j];
}
}
} else {
for (i = 0; i < n; i++)
ax[i] = zero;
t = zero;
for (j = 0; j < n; j++) {
t = t + k;
s = zero;
for (i = 0; i < MIN(j + 1, m); i++) {
s = s + h;
ax[j] = ax[j] + k * s * (t - one) * x[i];
}
for (i = j + 1; i < m; i++) {
s = s + h;
ax[j] = ax[j] + k * t * (s - one) * x[i];
}
}
}
return;
}