/* nag_rand_bb_init (g05xac) Example Program.
*
* Copyright 2022 Numerical Algorithms Group.
*
* Mark 28.3, 2022.
*/
#include <math.h>
#include <nag.h>
#include <stdio.h>
int get_z(Integer nelements, double *z);
void display_results(Nag_OrderType order, Integer npaths, Integer ntimes,
Integer d, double *b, Integer pdb);
#define CHECK_FAIL(name, fail) \
if (fail.code != NE_NOERROR) { \
printf("Error calling %s\n%s\n", name, fail.message); \
exit_status = -1; \
goto END; \
}
int main(void) {
#define C(I, J) c[(J - 1) * pdc + I - 1]
Integer exit_status = 0;
NagError fail;
/* Scalars */
double t0, tend;
Integer a, d, pdb, pdc, pdz, nmove, npaths, ntimes, i;
/* Arrays */
double *b = 0, *c = 0, *intime = 0, *rcomm = 0, *start = 0, *term = 0,
*times = 0, *z = 0;
Integer *move = 0;
INIT_FAIL(fail);
/* Parameters which determine the bridge */
ntimes = 10;
t0 = 0.0;
npaths = 2;
a = 0;
nmove = 0;
d = 3;
pdz = d * (ntimes + 1 - a);
pdb = d * (ntimes + 1);
pdc = d;
/* Allocate memory */
if (!(intime = NAG_ALLOC((ntimes), double)) ||
!(times = NAG_ALLOC((ntimes), double)) ||
!(rcomm = NAG_ALLOC((12 * (ntimes + 1)), double)) ||
!(start = NAG_ALLOC(d, double)) || !(term = NAG_ALLOC(d, double)) ||
!(c = NAG_ALLOC(pdc * d, double)) ||
!(z = NAG_ALLOC(pdz * npaths, double)) ||
!(b = NAG_ALLOC(pdb * npaths, double)) ||
!(move = NAG_ALLOC(nmove, Integer))) {
printf("Allocation failure\n");
exit_status = -1;
goto END;
}
/* Fix the time points at which the bridge is required */
for (i = 0; i < ntimes; i++) {
intime[i] = t0 + (double)(i + 1);
}
tend = t0 + (double)(ntimes + 1);
/* g05xec. Creates a Brownian bridge construction order */
/* out of a set of input times */
nag_rand_bb_make_bridge_order(Nag_RLRoundDown, t0, tend, ntimes, intime,
nmove, move, times, &fail);
CHECK_FAIL("nag_rand_bb_make_bridge_order", fail);
/* nag_rand_bb_init (g05xac). Initializes the Brownian bridge generator */
nag_rand_bb_init(t0, tend, times, ntimes, rcomm, &fail);
CHECK_FAIL("nag_rand_bb_init", fail);
/* We want the following covariance matrix */
C(1, 1) = 6.0;
C(2, 1) = 1.0;
C(3, 1) = -0.2;
C(1, 2) = 1.0;
C(2, 2) = 5.0;
C(3, 2) = 0.3;
C(1, 3) = -0.2;
C(2, 3) = 0.3;
C(3, 3) = 4.0;
/* nag_rand_bb uses the Cholesky factorization of the covariance matrix C */
/* f07fdc. Cholesky factorization of real positive definite matrix */
nag_lapacklin_dpotrf(Nag_ColMajor, Nag_Lower, d, c, pdc, &fail);
CHECK_FAIL("nag_lapacklin_dpotrf", fail);
/* Generate the random numbers */
if (get_z(npaths * d * (ntimes + 1 - a), z) != 0) {
printf("Error generating random numbers\n");
exit_status = -1;
goto END;
}
for (i = 0; i < d; i++)
start[i] = 0.0;
/* g05xbc. Generate paths for a free or non-free Wiener process using the */
/* Brownian bridge algorithm */
nag_rand_bb(Nag_RowMajor, npaths, d, start, a, term, z, pdz, c, pdc, b, pdb,
rcomm, &fail);
CHECK_FAIL("nag_rand_bb", fail);
/* Display the results */
display_results(Nag_RowMajor, npaths, ntimes, d, b, pdb);
END:;
NAG_FREE(b);
NAG_FREE(c);
NAG_FREE(intime);
NAG_FREE(rcomm);
NAG_FREE(start);
NAG_FREE(term);
NAG_FREE(times);
NAG_FREE(z);
NAG_FREE(move);
return exit_status;
}
int get_z(Integer nelements, double *z) {
NagError fail;
Integer lseed, lstate, exit_status = 0;
/* Arrays */
Integer seed[1];
Integer state[80];
lstate = 80;
lseed = 1;
INIT_FAIL(fail);
/* We now need to generate the input pseudorandom numbers */
seed[0] = 1023401;
/* g05kfc. Initializes a pseudorandom number generator */
/* to give a repeatable sequence */
nag_rand_init_repeat(Nag_MRG32k3a, 0, seed, lseed, state, &lstate, &fail);
CHECK_FAIL("nag_rand_init_repeat", fail);
/* g05skc. Generates a vector of pseudorandom numbers from */
/* a Normal distribution */
nag_rand_dist_normal(nelements, 0.0, 1.0, state, z, &fail);
CHECK_FAIL("nag_rand_dist_normal", fail);
END:
return exit_status;
}
void display_results(Nag_OrderType order, Integer npaths, Integer ntimes,
Integer d, double *b, Integer pdb) {
#define B(I, J) \
(order == Nag_RowMajor ? b[(I - 1) * pdb + J - 1] : b[(J - 1) * pdb + I - 1])
Integer i, p, k;
printf("nag_rand_bb_init (g05xac) Example Program Results\n\n");
for (p = 1; p <= npaths; p++) {
printf("Wiener Path ");
printf("%1" NAG_IFMT " ", p);
printf(", ");
printf("%1" NAG_IFMT " ", ntimes + 1);
printf(" time steps, ");
printf("%1" NAG_IFMT " ", d);
printf(" dimensions \n");
for (k = 1; k <= d; k++) {
printf("%10" NAG_IFMT " ", k);
}
printf("\n");
for (i = 1; i <= ntimes + 1; i++) {
printf("%2" NAG_IFMT " ", i);
for (k = 1; k <= d; k++) {
printf("%10.4f", B(p, k + (i - 1) * d));
}
printf("\n");
}
printf("\n");
}
}