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/* 
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/* 
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   A C-program for MT19937, with initialization improved 2002/1/26.
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   A C-program for MT19937, with initialization improved 2002/1/26.
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   Coded by Takuji Nishimura and Makoto Matsumoto.
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   Coded by Takuji Nishimura and Makoto Matsumoto.
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   Before using, initialize the state by using init_genrand(seed)  
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   Before using, initialize the state by using init_genrand(seed)  
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   or init_by_array(init_key, key_length).
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   or init_by_array(init_key, key_length).
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   Copyright (C) 1997 - 2002, Makoto Matsumoto and Takuji Nishimura,
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   Copyright (C) 1997 - 2002, Makoto Matsumoto and Takuji Nishimura,
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   All rights reserved.                          
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   All rights reserved.                          
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   Copyright (C) 2005, Mutsuo Saito,
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   Copyright (C) 2005, Mutsuo Saito,
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   All rights reserved.                          
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   All rights reserved.                          
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   Redistribution and use in source and binary forms, with or without
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   Redistribution and use in source and binary forms, with or without
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   modification, are permitted provided that the following conditions
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   modification, are permitted provided that the following conditions
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   are met:
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   are met:
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     1. Redistributions of source code must retain the above copyright
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     1. Redistributions of source code must retain the above copyright
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        notice, this list of conditions and the following disclaimer.
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        notice, this list of conditions and the following disclaimer.
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     2. Redistributions in binary form must reproduce the above copyright
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     2. Redistributions in binary form must reproduce the above copyright
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        notice, this list of conditions and the following disclaimer in the
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        notice, this list of conditions and the following disclaimer in the
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        documentation and/or other materials provided with the distribution.
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        documentation and/or other materials provided with the distribution.
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     3. The names of its contributors may not be used to endorse or promote 
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     3. The names of its contributors may not be used to endorse or promote 
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        products derived from this software without specific prior written 
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        products derived from this software without specific prior written 
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        permission.
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        permission.
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   THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
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   THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
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   "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
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   "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
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   LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
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   LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
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   A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL THE COPYRIGHT OWNER OR
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   A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL THE COPYRIGHT OWNER OR
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   CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
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   CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
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   EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
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   EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
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   PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
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   PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
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   PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
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   PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
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   LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
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   LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
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   NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
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   NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
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   SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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   SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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   Any feedback is very welcome.
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   Any feedback is very welcome.
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   http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/emt.html
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   http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/emt.html
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   email: m-mat @ math.sci.hiroshima-u.ac.jp (remove space)
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   email: m-mat @ math.sci.hiroshima-u.ac.jp (remove space)
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*/
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*/
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#include <stdio.h>
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#include <stdio.h>
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#include "mt19937ar.h"
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#include "mt19937ar.h"
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48
 
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/* Period parameters */  
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/* Period parameters */  
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#define N 624
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#define N 624
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#define M 397
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#define M 397
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#define MATRIX_A 0x9908b0dfUL   /* constant vector a */
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#define MATRIX_A 0x9908b0dfUL   /* constant vector a */
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#define UPPER_MASK 0x80000000UL /* most significant w-r bits */
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#define UPPER_MASK 0x80000000UL /* most significant w-r bits */
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#define LOWER_MASK 0x7fffffffUL /* least significant r bits */
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#define LOWER_MASK 0x7fffffffUL /* least significant r bits */
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55
 
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static unsigned long mt[N]; /* the array for the state vector  */
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static unsigned long mt[N]; /* the array for the state vector  */
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static int mti=N+1; /* mti==N+1 means mt[N] is not initialized */
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static int mti=N+1; /* mti==N+1 means mt[N] is not initialized */
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58
 
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/* initializes mt[N] with a seed */
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/* initializes mt[N] with a seed */
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void init_genrand(unsigned long s)
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void init_genrand(unsigned long s)
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{
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{
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    mt[0]= s & 0xffffffffUL;
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    mt[0]= s & 0xffffffffUL;
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    for (mti=1; mti<N; mti++) {
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    for (mti=1; mti<N; mti++) {
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        mt[mti] = 
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        mt[mti] = 
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	    (1812433253UL * (mt[mti-1] ^ (mt[mti-1] >> 30)) + mti); 
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	    (1812433253UL * (mt[mti-1] ^ (mt[mti-1] >> 30)) + mti); 
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        /* See Knuth TAOCP Vol2. 3rd Ed. P.106 for multiplier. */
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        /* See Knuth TAOCP Vol2. 3rd Ed. P.106 for multiplier. */
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        /* In the previous versions, MSBs of the seed affect   */
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        /* In the previous versions, MSBs of the seed affect   */
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        /* only MSBs of the array mt[].                        */
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        /* only MSBs of the array mt[].                        */
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        /* 2002/01/09 modified by Makoto Matsumoto             */
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        /* 2002/01/09 modified by Makoto Matsumoto             */
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        mt[mti] &= 0xffffffffUL;
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        mt[mti] &= 0xffffffffUL;
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        /* for >32 bit machines */
71
        /* for >32 bit machines */
72
    }
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    }
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}
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}
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/* initialize by an array with array-length */
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/* initialize by an array with array-length */
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/* init_key is the array for initializing keys */
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/* init_key is the array for initializing keys */
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/* key_length is its length */
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/* key_length is its length */
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/* slight change for C++, 2004/2/26 */
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/* slight change for C++, 2004/2/26 */
79
void init_by_array(unsigned long init_key[], int key_length)
79
void init_by_array(unsigned long init_key[], int key_length)
80
{
80
{
81
    int i, j, k;
81
    int i, j, k;
82
    init_genrand(19650218UL);
82
    init_genrand(19650218UL);
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    i=1; j=0;
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    i=1; j=0;
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    k = (N>key_length ? N : key_length);
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    k = (N>key_length ? N : key_length);
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    for (; k; k--) {
85
    for (; k; k--) {
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        mt[i] = (mt[i] ^ ((mt[i-1] ^ (mt[i-1] >> 30)) * 1664525UL))
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        mt[i] = (mt[i] ^ ((mt[i-1] ^ (mt[i-1] >> 30)) * 1664525UL))
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          + init_key[j] + j; /* non linear */
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          + init_key[j] + j; /* non linear */
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        mt[i] &= 0xffffffffUL; /* for WORDSIZE > 32 machines */
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        mt[i] &= 0xffffffffUL; /* for WORDSIZE > 32 machines */
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        i++; j++;
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        i++; j++;
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        if (i>=N) { mt[0] = mt[N-1]; i=1; }
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        if (i>=N) { mt[0] = mt[N-1]; i=1; }
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        if (j>=key_length) j=0;
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        if (j>=key_length) j=0;
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    }
92
    }
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    for (k=N-1; k; k--) {
93
    for (k=N-1; k; k--) {
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        mt[i] = (mt[i] ^ ((mt[i-1] ^ (mt[i-1] >> 30)) * 1566083941UL))
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        mt[i] = (mt[i] ^ ((mt[i-1] ^ (mt[i-1] >> 30)) * 1566083941UL))
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          - i; /* non linear */
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          - i; /* non linear */
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        mt[i] &= 0xffffffffUL; /* for WORDSIZE > 32 machines */
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        mt[i] &= 0xffffffffUL; /* for WORDSIZE > 32 machines */
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        i++;
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        i++;
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        if (i>=N) { mt[0] = mt[N-1]; i=1; }
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        if (i>=N) { mt[0] = mt[N-1]; i=1; }
99
    }
99
    }
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100
 
101
    mt[0] = 0x80000000UL; /* MSB is 1; assuring non-zero initial array */ 
101
    mt[0] = 0x80000000UL; /* MSB is 1; assuring non-zero initial array */ 
102
}
102
}
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/* generates a random number on [0,0xffffffff]-interval */
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/* generates a random number on [0,0xffffffff]-interval */
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unsigned long genrand_int32(void)
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unsigned long genrand_int32(void)
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{
106
{
107
    unsigned long y;
107
    unsigned long y;
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    static unsigned long mag01[2]={0x0UL, MATRIX_A};
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    static unsigned long mag01[2]={0x0UL, MATRIX_A};
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    /* mag01[x] = x * MATRIX_A  for x=0,1 */
109
    /* mag01[x] = x * MATRIX_A  for x=0,1 */
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110
 
111
    if (mti >= N) { /* generate N words at one time */
111
    if (mti >= N) { /* generate N words at one time */
112
        int kk;
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        int kk;
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113
 
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        if (mti == N+1)   /* if init_genrand() has not been called, */
114
        if (mti == N+1)   /* if init_genrand() has not been called, */
115
            init_genrand(5489UL); /* a default initial seed is used */
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            init_genrand(5489UL); /* a default initial seed is used */
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        for (kk=0;kk<N-M;kk++) {
117
        for (kk=0;kk<N-M;kk++) {
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            y = (mt[kk]&UPPER_MASK)|(mt[kk+1]&LOWER_MASK);
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            y = (mt[kk]&UPPER_MASK)|(mt[kk+1]&LOWER_MASK);
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            mt[kk] = mt[kk+M] ^ (y >> 1) ^ mag01[y & 0x1UL];
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            mt[kk] = mt[kk+M] ^ (y >> 1) ^ mag01[y & 0x1UL];
120
        }
120
        }
121
        for (;kk<N-1;kk++) {
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        for (;kk<N-1;kk++) {
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            y = (mt[kk]&UPPER_MASK)|(mt[kk+1]&LOWER_MASK);
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            y = (mt[kk]&UPPER_MASK)|(mt[kk+1]&LOWER_MASK);
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            mt[kk] = mt[kk+(M-N)] ^ (y >> 1) ^ mag01[y & 0x1UL];
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            mt[kk] = mt[kk+(M-N)] ^ (y >> 1) ^ mag01[y & 0x1UL];
124
        }
124
        }
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        y = (mt[N-1]&UPPER_MASK)|(mt[0]&LOWER_MASK);
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        y = (mt[N-1]&UPPER_MASK)|(mt[0]&LOWER_MASK);
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        mt[N-1] = mt[M-1] ^ (y >> 1) ^ mag01[y & 0x1UL];
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        mt[N-1] = mt[M-1] ^ (y >> 1) ^ mag01[y & 0x1UL];
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127
 
128
        mti = 0;
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        mti = 0;
129
    }
129
    }
130
  
130
  
131
    y = mt[mti++];
131
    y = mt[mti++];
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    /* Tempering */
133
    /* Tempering */
134
    y ^= (y >> 11);
134
    y ^= (y >> 11);
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    y ^= (y << 7) & 0x9d2c5680UL;
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    y ^= (y << 7) & 0x9d2c5680UL;
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    y ^= (y << 15) & 0xefc60000UL;
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    y ^= (y << 15) & 0xefc60000UL;
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    y ^= (y >> 18);
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    y ^= (y >> 18);
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139
    return y;
139
    return y;
140
}
140
}
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/* generates a random number on [0,0x7fffffff]-interval */
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/* generates a random number on [0,0x7fffffff]-interval */
143
long genrand_int31(void)
143
long genrand_int31(void)
144
{
144
{
145
    return (long)(genrand_int32()>>1);
145
    return (long)(genrand_int32()>>1);
146
}
146
}
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/* generates a random number on [0,1]-real-interval */
148
/* generates a random number on [0,1]-real-interval */
149
double genrand_real1(void)
149
double genrand_real1(void)
150
{
150
{
151
    return genrand_int32()*(1.0/4294967295.0); 
151
    return genrand_int32()*(1.0/4294967295.0); 
152
    /* divided by 2^32-1 */ 
152
    /* divided by 2^32-1 */ 
153
}
153
}
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/* generates a random number on [0,1)-real-interval */
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/* generates a random number on [0,1)-real-interval */
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double genrand_real2(void)
156
double genrand_real2(void)
157
{
157
{
158
    return genrand_int32()*(1.0/4294967296.0); 
158
    return genrand_int32()*(1.0/4294967296.0); 
159
    /* divided by 2^32 */
159
    /* divided by 2^32 */
160
}
160
}
161
 
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162
/* generates a random number on (0,1)-real-interval */
162
/* generates a random number on (0,1)-real-interval */
163
double genrand_real3(void)
163
double genrand_real3(void)
164
{
164
{
165
    return (((double)genrand_int32()) + 0.5)*(1.0/4294967296.0); 
165
    return (((double)genrand_int32()) + 0.5)*(1.0/4294967296.0); 
166
    /* divided by 2^32 */
166
    /* divided by 2^32 */
167
}
167
}
168
 
168
 
169
/* generates a random number on [0,1) with 53-bit resolution*/
169
/* generates a random number on [0,1) with 53-bit resolution*/
170
double genrand_res53(void) 
170
double genrand_res53(void) 
171
{ 
171
{ 
172
    unsigned long a=genrand_int32()>>5, b=genrand_int32()>>6; 
172
    unsigned long a=genrand_int32()>>5, b=genrand_int32()>>6; 
173
    return(a*67108864.0+b)*(1.0/9007199254740992.0); 
173
    return(a*67108864.0+b)*(1.0/9007199254740992.0); 
174
} 
174
} 
175
/* These real versions are due to Isaku Wada, 2002/01/09 added */
175
/* These real versions are due to Isaku Wada, 2002/01/09 added */
176
 
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