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/**
* @license Apache-2.0
*
* Copyright (c) 2018 The Stdlib Authors.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*
*
* ## Notice
*
* The original C code and copyright notice are from the source implementation
* (see http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/MT2002/CODES/mt19937ar.c).
* The implementation has been modified according to project styles and
* conventions.
*
* ```text
* A C-program for MT19937, with initialization improved 2002/1/26.
* Coded by Takuji Nishimura and Makoto Matsumoto.
*
* Copyright (C) 1997 - 2002, Makoto Matsumoto and Takuji Nishimura,
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* 1. Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
*
* 2. Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in the
* documentation and/or other materials provided with the distribution.
*
* 3. The names of its contributors may not be used to endorse or promote
* products derived from this software without specific prior written
* permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
* A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
* CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
* EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
* PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
* PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
* LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
* NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
* SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
* ```
*/
#include <stdio.h>
// Period parameters:
#define N 624
#define M 397
#define UPPER_MASK 0x80000000UL // most significant `w-r` bits
#define LOWER_MASK 0x7fffffffUL // least significant `r` bits
#define MATRIX_A 0x9908b0dfUL // constant vector `a`
static unsigned long mt[ N ]; // the array for the state vector
static int mti = N + 1; // mti==N+1 means `mt[N]` is not initialized
/**
* Initializes `mt[N]` with a seed.
*
* ## Notes
*
* - See Knuth TAOCP Vol2. 3rd Ed. P.106 for multiplier.
* - In the previous versions, MSBs of the seed affect only MSBs of the array `mt[]`.
* - Modified by Makoto Matsumoto (2002/01/09).
*
* @param s seed
*/
void init_genrand( unsigned long s ) {
mt[ 0 ]= s & 0xffffffffUL;
for ( mti = 1; mti < N; mti++ ) {
mt[ mti ] = (1812433253UL * (mt[mti-1] ^ (mt[mti-1] >> 30)) + mti);
mt[ mti ] &= 0xffffffffUL; // for machines having a WORDSIZE > 32 bits
}
}
/**
* Initializes `mt[N]` with a seed array.
*
* ## Notes
*
* - Slight change introduced for C++ (2004/2/26).
*
* @param init_key seed array
* @param key_length seed array length
*/
void init_by_array( unsigned long *init_key, int key_length ) {
int i;
int j;
int k;
init_genrand( 19650218UL );
i = 1;
j = 0;
k = ( N > key_length ? N : key_length );
for ( ; k; k-- ) {
mt[ i ] = (mt[i] ^ ((mt[i-1] ^ (mt[i-1] >> 30)) * 1664525UL)) + init_key[j] + j; // non-linear
mt[ i ] &= 0xffffffffUL; // for machines having a WORDSIZE > 32 bits
i += 1;
j += 1;
if ( i >= N ) {
mt[ 0 ] = mt[ N-1 ];
i = 1;
}
if ( j >= key_length ) {
j = 0;
}
}
for ( k = N-1; k; k-- ) {
mt[ i ] = (mt[i] ^ ((mt[i-1] ^ (mt[i-1] >> 30)) * 1566083941UL)) - i; // non-linear
mt[ i ] &= 0xffffffffUL; // for machines having a WORDSIZE > 32 bits
i += 1;
if ( i >= N ) {
mt[ 0 ] = mt[ N-1 ];
i = 1;
}
}
mt[ 0 ] = 0x80000000UL; // MSB is 1, assuring non-zero initial array
}
/**
* Generates a random number on interval `[0,0xffffffff]`.
*
* @return random integer
*/
unsigned long genrand_int32() {
static unsigned long mag01[ 2 ] = { 0x0UL, MATRIX_A }; // mag01[x] = x * MATRIX_A for x=0,1
unsigned long y;
int kk;
if ( mti >= N ) { // generate N words at one time
if ( mti == N+1 ) { // if init_genrand() has not been called
init_genrand( 5489UL ); // a default initial seed is used
}
for ( kk = 0; kk < N-M; kk++ ) {
y = (mt[kk]&UPPER_MASK) | (mt[kk+1]&LOWER_MASK);
mt[ kk ] = mt[kk+M] ^ (y >> 1) ^ mag01[y & 0x1UL];
}
for ( ; kk < N-1; kk++ ) {
y = (mt[kk]&UPPER_MASK) | (mt[kk+1]&LOWER_MASK);
mt[ kk ] = mt[kk+(M-N)] ^ (y >> 1) ^ mag01[y & 0x1UL];
}
y = (mt[N-1]&UPPER_MASK) | (mt[0]&LOWER_MASK);
mt[ N-1 ] = mt[M-1] ^ (y >> 1) ^ mag01[y & 0x1UL];
mti = 0;
}
y = mt[ mti++ ];
/* Tempering */
y ^= (y >> 11);
y ^= (y << 7) & 0x9d2c5680UL;
y ^= (y << 15) & 0xefc60000UL;
y ^= (y >> 18);
return y;
}
/**
* Generates a random number on the interval `[0,1)` with 53-bit resolution.
*
* ## Notes
*
* - Added by Isaku Wada (2002/01/09).
*
* @return random number
*/
double genrand_res53() {
unsigned long a = genrand_int32()>>5;
unsigned long b = genrand_int32()>>6;
return ( (a*67108864.0)+b ) * (1.0/9007199254740992.0);
}
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