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Quick and Portable Random Number Generators


June 1995/Quick and Portable Random Number Generators/Listing 2

Listing 2 A portable and reasonably fast multiplicative random number generator

/* Listing 2
    rand_por[t].c
    see
      L'Ecuyer - Comm. of the ACM, Oct. 1990, vol. 33.
      Numerical Recipes in C, 2nd edition, pp. 278-86
      L'Ecuyer and Cote, ACM Transactions on Mathematical
         Software, March 1991
      Russian peasant algorithm -- Knuth, vol. II, pp. 442-43
    Copyright (c) 1994, 1995 by Gerald P. Dwyer, Jr.   */

#include       <time.h>
#include       <stdlib.h>
#include       <limits.h>
#include       <assert.h>

#define TESTING

#define TRUE (-1)
#define FALSE 0

long init_rand_port(long seed) ;
long get_init_rand_port(void);
long genr_rand_port(long init_rand) ;
long rand_port(void) ;
double rand_rect_port(void) ;
long skip_ahead(long a, long init_rand, long modulus, long skip) ;
long mult_mod(long a, long x, long modulus) ;

#define MOD   2147483647L       /* modulus for generator  */
#define MULT       41358L       /* multiplier             */
                           /* modulus = mult*quotient  +
                              remainder  */
#define Q          51924L       /* int(modulus / multiplier) */
#define R          10855L       /* remainder                 */
#define MAX_VALUE   (MOD-1)

#define EXP_VAL 1285562981L     /* value for 10,000th draw */

#define IMPOSSIBLE_RAND (-1)
#define STARTUP_RANDS 16        /* throw away this number of
                              initial random numbers */

static long rand_num = IMPOSSIBLE_RAND ;

/* initialize random number generator with seed */
long init_rand_port(long seed)
{
    extern long rand_num ;
    int i ;

    if (seed < 1 || seed > MAX_VALUE)  /* if seed out of range */
        seed = get_init_rand_port() ; /* get seed */

    rand_num = seed ;
    for (i = 0; i < STARTUP_RANDS; i++)     /* and throw away */
        rand_num = genr_rand_port(rand_num) ;   /* some initial
                                            ones */

    return seed ;
}


/* get a long initial seed for gererator
  assumes that rand returns a short integer */
long get_init_rand_port(void)
{
    long seed ;

    srand((unsigned int)time(NULL)); /* initialize system generator */
    do {
        seed = ((long)rand())*rand() ;
        seed += ((long)rand())*rand() ;
    } while (seed > MAX_VALUE) ;

    assert (seed > 0) ;

    return seed ;
}


/* generate the next value in sequence from generator
    uses approximate factoring
    residue = (a * x) mod modulus
           = a*x - [(a*x)/modulus]*modulus
    where
        [(a*x)/modulus] = integer less than or equal to (a*x)/modulus
    approximate factoring avoids overflow associated with a*x and
        uses equivalence of above with
    residue = a * (x - q * k) - r* k + (k-k1) * modulus
    where
        modulus = a * q + r
        q = [modulus/a]
        k = [x/q]  (= [ax/aq])
        k1 = [a*x/modulus]
    assumes
        a, m > 0
        0 < init_rand < modulus
        a * a <= modulus
        [a*x/a*q]-[a*x/modulus] <= 1
            (for only one addition of modulus below) */
long genr_rand_port(long init_rand)
{
    long k, residue ;

    k = init_rand / Q ;
    residue = MULT * (init_rand - Q * k) - R * k ;
    if (residue < 0)
        residue += MOD ;

    assert(residue >= 1 && residue <= MAX_VALUE) ;
    return residue;
}


/* get a random number */
long rand_port(void)
{
    extern long rand_num;

                 /* if not initialized, do it now */
    if (rand_num == IMPOSSIBLE_RAND) {
        rand_num = 1 ;
        init_rand_port(rand_num) ;
    }

    rand_num = genr_rand_port(rand_num) ;

    return rand_num;
}


/* generates a value on (0,1) with mean of .5
  range of values is [1/(MAX_VALUE+1), MAX_VALUE/(MAX_VALUE+1)]
  to get [0,1], use (double)(rand_port()-1)/(double)(MAX_VALUE-1) */
double rand_rect_port(void)
{
    return (double)rand_port()/(double)(MAX_VALUE+1) ;
}


/* skip ahead in recursion
  residue = (a^skip * init) mod modulus
  Use Russian peasant algorithm  */
long skip_ahead(long a, long init_rand, long modulus, long skip)
{
    long residue = 1 ;

    if (init_rand < 1 || init_rand > modulus-1 || skip < 0)
        return -1 ;
    while (skip > 0) {
        if (skip % 2)
            residue = mult_mod(a, residue, modulus) ;
        a = mult_mod(a, a, modulus) ;
        skip >>= 1 ;
    }
    residue = mult_mod(residue, init_rand, modulus) ;

    assert(residue >= 1 && residue <= modulus-1) ;

    return residue ;

}


/* calculate residue = (a * x) mod modulus for arbitrary a and x
  without overflow assume 0 < a < modulus and 0 < x < modulus
  use Russian peasant algorithm followed by approximate factoring */
long mult_mod(long a, long x, long modulus)
{

    long q, r, k, residue;

    residue = -modulus ;        /* to avoid overflow on addition */

    while (a > SHRT_MAX) {  /* use Russian Peasant to reduce a */
        if (a % 2) {
            residue += x;
            if (residue > 0)
                residue -= modulus ;
        }
        x += (x - modulus) ;
        if (x < 0)
            x += modulus ;
        a >>=1;
    }
                     /* now apply approximate factoring to a
                        and compute (a * x) mod modulus */
    q = modulus / a ;
    r = modulus - a * q ;
    k = x / q ;
    x = a * (x - q * k) - r * k ;
    while (x < 0)
        x += modulus ;
                     /* add result to residue and take mod */
    residue += x ;
    if (residue < 0)    /* undo initial subtraction if necessary */
        residue += modulus ;

    assert(residue >= 1 && residue <= modulus-1) ;

    return residue ;
}


#if     defined(TESTING)
/* Test the generator */
#include  <stdio.h>
void main(void)
{
    long seed ;
    int i ;
    seed = init_rand_port(1);
    printf("Seed for random number generator is %ld\n", seed) ;
    i = STARTUP_RANDS ;  /* threw away STARTUP_RANDS */
    do {
        rand_port() ;
        1++;
    } while (i < 9999) ;

    printf("On draw 10000, random number should be %ld\n",
          EXP_VAL) ;
    printf("On draw %d, random number is %ld\n", i+1,
          rand_port()) ;
}
#endif /* TESTING */
/* End of File */

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