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Diffstat (limited to 'gsl-1.9/doc/examples/siman.c')
-rw-r--r-- | gsl-1.9/doc/examples/siman.c | 82 |
1 files changed, 82 insertions, 0 deletions
diff --git a/gsl-1.9/doc/examples/siman.c b/gsl-1.9/doc/examples/siman.c new file mode 100644 index 0000000..50f08e0 --- /dev/null +++ b/gsl-1.9/doc/examples/siman.c @@ -0,0 +1,82 @@ +#include <math.h> +#include <stdlib.h> +#include <string.h> +#include <gsl/gsl_siman.h> + +/* set up parameters for this simulated annealing run */ + +/* how many points do we try before stepping */ +#define N_TRIES 200 + +/* how many iterations for each T? */ +#define ITERS_FIXED_T 1000 + +/* max step size in random walk */ +#define STEP_SIZE 1.0 + +/* Boltzmann constant */ +#define K 1.0 + +/* initial temperature */ +#define T_INITIAL 0.008 + +/* damping factor for temperature */ +#define MU_T 1.003 +#define T_MIN 2.0e-6 + +gsl_siman_params_t params + = {N_TRIES, ITERS_FIXED_T, STEP_SIZE, + K, T_INITIAL, MU_T, T_MIN}; + +/* now some functions to test in one dimension */ +double E1(void *xp) +{ + double x = * ((double *) xp); + + return exp(-pow((x-1.0),2.0))*sin(8*x); +} + +double M1(void *xp, void *yp) +{ + double x = *((double *) xp); + double y = *((double *) yp); + + return fabs(x - y); +} + +void S1(const gsl_rng * r, void *xp, double step_size) +{ + double old_x = *((double *) xp); + double new_x; + + double u = gsl_rng_uniform(r); + new_x = u * 2 * step_size - step_size + old_x; + + memcpy(xp, &new_x, sizeof(new_x)); +} + +void P1(void *xp) +{ + printf ("%12g", *((double *) xp)); +} + +int +main(int argc, char *argv[]) +{ + const gsl_rng_type * T; + gsl_rng * r; + + double x_initial = 15.5; + + gsl_rng_env_setup(); + + T = gsl_rng_default; + r = gsl_rng_alloc(T); + + gsl_siman_solve(r, &x_initial, E1, S1, M1, P1, + NULL, NULL, NULL, + sizeof(double), params); + + gsl_rng_free (r); + return 0; +} |