summaryrefslogtreecommitdiff
path: root/3rdparty
diff options
context:
space:
mode:
Diffstat (limited to '3rdparty')
-rw-r--r--3rdparty/mt19937ar/mt19937ar.c175
-rw-r--r--3rdparty/mt19937ar/mt19937ar.h72
-rw-r--r--3rdparty/mt19937ar/mt19937ar.out403
-rw-r--r--3rdparty/mt19937ar/mtTest.c65
-rw-r--r--3rdparty/mt19937ar/readme-mt.txt79
5 files changed, 794 insertions, 0 deletions
diff --git a/3rdparty/mt19937ar/mt19937ar.c b/3rdparty/mt19937ar/mt19937ar.c
new file mode 100644
index 000000000..211aefde9
--- /dev/null
+++ b/3rdparty/mt19937ar/mt19937ar.c
@@ -0,0 +1,175 @@
+/*
+ A C-program for MT19937, with initialization improved 2002/1/26.
+ Coded by Takuji Nishimura and Makoto Matsumoto.
+
+ Before using, initialize the state by using init_genrand(seed)
+ or init_by_array(init_key, key_length).
+
+ Copyright (C) 1997 - 2002, Makoto Matsumoto and Takuji Nishimura,
+ All rights reserved.
+ Copyright (C) 2005, Mutsuo Saito,
+ 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.
+
+
+ Any feedback is very welcome.
+ http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/emt.html
+ email: m-mat @ math.sci.hiroshima-u.ac.jp (remove space)
+*/
+
+#include <stdio.h>
+#include "mt19937ar.h"
+
+/* Period parameters */
+#define N 624
+#define M 397
+#define MATRIX_A 0x9908b0dfUL /* constant vector a */
+#define UPPER_MASK 0x80000000UL /* most significant w-r bits */
+#define LOWER_MASK 0x7fffffffUL /* least significant r bits */
+
+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 */
+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);
+ /* 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[]. */
+ /* 2002/01/09 modified by Makoto Matsumoto */
+ mt[mti] &= 0xffffffffUL;
+ /* for >32 bit machines */
+ }
+}
+
+/* initialize by an array with array-length */
+/* init_key is the array for initializing keys */
+/* key_length is its length */
+/* slight change for C++, 2004/2/26 */
+void init_by_array(unsigned long init_key[], int key_length)
+{
+ int i, j, 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 WORDSIZE > 32 machines */
+ i++; j++;
+ 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 WORDSIZE > 32 machines */
+ i++;
+ 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 [0,0xffffffff]-interval */
+unsigned long genrand_int32(void)
+{
+ unsigned long y;
+ static unsigned long mag01[2]={0x0UL, MATRIX_A};
+ /* mag01[x] = x * MATRIX_A for x=0,1 */
+
+ if (mti >= N) { /* generate N words at one time */
+ int kk;
+
+ 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 [0,0x7fffffff]-interval */
+long genrand_int31(void)
+{
+ return (long)(genrand_int32()>>1);
+}
+
+/* generates a random number on [0,1]-real-interval */
+double genrand_real1(void)
+{
+ return genrand_int32()*(1.0/4294967295.0);
+ /* divided by 2^32-1 */
+}
+
+/* generates a random number on [0,1)-real-interval */
+double genrand_real2(void)
+{
+ return genrand_int32()*(1.0/4294967296.0);
+ /* divided by 2^32 */
+}
+
+/* generates a random number on (0,1)-real-interval */
+double genrand_real3(void)
+{
+ return (((double)genrand_int32()) + 0.5)*(1.0/4294967296.0);
+ /* divided by 2^32 */
+}
+
+/* generates a random number on [0,1) with 53-bit resolution*/
+double genrand_res53(void)
+{
+ unsigned long a=genrand_int32()>>5, b=genrand_int32()>>6;
+ return(a*67108864.0+b)*(1.0/9007199254740992.0);
+}
+/* These real versions are due to Isaku Wada, 2002/01/09 added */
diff --git a/3rdparty/mt19937ar/mt19937ar.h b/3rdparty/mt19937ar/mt19937ar.h
new file mode 100644
index 000000000..8b98b8a5b
--- /dev/null
+++ b/3rdparty/mt19937ar/mt19937ar.h
@@ -0,0 +1,72 @@
+/*
+ A C-program for MT19937, with initialization improved 2002/1/26.
+ Coded by Takuji Nishimura and Makoto Matsumoto.
+
+ Before using, initialize the state by using init_genrand(seed)
+ or init_by_array(init_key, key_length).
+
+ Copyright (C) 1997 - 2002, Makoto Matsumoto and Takuji Nishimura,
+ All rights reserved.
+ Copyright (C) 2005, Mutsuo Saito
+ 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.
+
+
+ Any feedback is very welcome.
+ http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/emt.html
+ email: m-mat @ math.sci.hiroshima-u.ac.jp (remove space)
+*/
+
+/* initializes mt[N] with a seed */
+void init_genrand(unsigned long s);
+
+/* initialize by an array with array-length */
+/* init_key is the array for initializing keys */
+/* key_length is its length */
+/* slight change for C++, 2004/2/26 */
+void init_by_array(unsigned long init_key[], int key_length);
+
+/* generates a random number on [0,0xffffffff]-interval */
+unsigned long genrand_int32(void);
+
+/* generates a random number on [0,0x7fffffff]-interval */
+long genrand_int31(void);
+
+/* These real versions are due to Isaku Wada, 2002/01/09 added */
+/* generates a random number on [0,1]-real-interval */
+double genrand_real1(void);
+
+/* generates a random number on [0,1)-real-interval */
+double genrand_real2(void);
+
+/* generates a random number on (0,1)-real-interval */
+double genrand_real3(void);
+
+/* generates a random number on [0,1) with 53-bit resolution*/
+double genrand_res53(void);
diff --git a/3rdparty/mt19937ar/mt19937ar.out b/3rdparty/mt19937ar/mt19937ar.out
new file mode 100644
index 000000000..47abd073e
--- /dev/null
+++ b/3rdparty/mt19937ar/mt19937ar.out
@@ -0,0 +1,403 @@
+1000 outputs of genrand_int32()
+1067595299 955945823 477289528 4107218783 4228976476
+3344332714 3355579695 227628506 810200273 2591290167
+2560260675 3242736208 646746669 1479517882 4245472273
+1143372638 3863670494 3221021970 1773610557 1138697238
+1421897700 1269916527 2859934041 1764463362 3874892047
+3965319921 72549643 2383988930 2600218693 3237492380
+2792901476 725331109 605841842 271258942 715137098
+3297999536 1322965544 4229579109 1395091102 3735697720
+2101727825 3730287744 2950434330 1661921839 2895579582
+2370511479 1004092106 2247096681 2111242379 3237345263
+4082424759 219785033 2454039889 3709582971 835606218
+2411949883 2735205030 756421180 2175209704 1873865952
+2762534237 4161807854 3351099340 181129879 3269891896
+ 776029799 2218161979 3001745796 1866825872 2133627728
+ 34862734 1191934573 3102311354 2916517763 1012402762
+2184831317 4257399449 2899497138 3818095062 3030756734
+1282161629 420003642 2326421477 2741455717 1278020671
+3744179621 271777016 2626330018 2560563991 3055977700
+4233527566 1228397661 3595579322 1077915006 2395931898
+1851927286 3013683506 1999971931 3006888962 1049781534
+1488758959 3491776230 104418065 2448267297 3075614115
+3872332600 891912190 3936547759 2269180963 2633455084
+1047636807 2604612377 2709305729 1952216715 207593580
+2849898034 670771757 2210471108 467711165 263046873
+3569667915 1042291111 3863517079 1464270005 2758321352
+3790799816 2301278724 3106281430 7974801 2792461636
+ 555991332 621766759 1322453093 853629228 686962251
+1455120532 957753161 1802033300 1021534190 3486047311
+1902128914 3701138056 4176424663 1795608698 560858864
+3737752754 3141170998 1553553385 3367807274 711546358
+2475125503 262969859 251416325 2980076994 1806565895
+ 969527843 3529327173 2736343040 2987196734 1649016367
+2206175811 3048174801 3662503553 3138851612 2660143804
+1663017612 1816683231 411916003 3887461314 2347044079
+1015311755 1203592432 2170947766 2569420716 813872093
+1105387678 1431142475 220570551 4243632715 4179591855
+2607469131 3090613241 282341803 1734241730 1391822177
+1001254810 827927915 1886687171 3935097347 2631788714
+3905163266 110554195 2447955646 3717202975 3304793075
+3739614479 3059127468 953919171 2590123714 1132511021
+3795593679 2788030429 982155079 3472349556 859942552
+2681007391 2299624053 647443547 233600422 608168955
+3689327453 1849778220 1608438222 3968158357 2692977776
+2851872572 246750393 3582818628 3329652309 4036366910
+1012970930 950780808 3959768744 2538550045 191422718
+2658142375 3276369011 2927737484 1234200027 1920815603
+3536074689 1535612501 2184142071 3276955054 428488088
+2378411984 4059769550 3913744741 2732139246 64369859
+3755670074 842839565 2819894466 2414718973 1010060670
+1839715346 2410311136 152774329 3485009480 4102101512
+2852724304 879944024 1785007662 2748284463 1354768064
+3267784736 2269127717 3001240761 3179796763 895723219
+ 865924942 4291570937 89355264 1471026971 4114180745
+3201939751 2867476999 2460866060 3603874571 2238880432
+3308416168 2072246611 2755653839 3773737248 1709066580
+4282731467 2746170170 2832568330 433439009 3175778732
+ 26248366 2551382801 183214346 3893339516 1928168445
+1337157619 3429096554 3275170900 1782047316 4264403756
+1876594403 4289659572 3223834894 1728705513 4068244734
+2867840287 1147798696 302879820 1730407747 1923824407
+1180597908 1569786639 198796327 560793173 2107345620
+2705990316 3448772106 3678374155 758635715 884524671
+ 486356516 1774865603 3881226226 2635213607 1181121587
+1508809820 3178988241 1594193633 1235154121 326117244
+2304031425 937054774 2687415945 3192389340 2003740439
+1823766188 2759543402 10067710 1533252662 4132494984
+ 82378136 420615890 3467563163 541562091 3535949864
+2277319197 3330822853 3215654174 4113831979 4204996991
+2162248333 3255093522 2219088909 2978279037 255818579
+2859348628 3097280311 2569721123 1861951120 2907080079
+2719467166 998319094 2521935127 2404125338 259456032
+2086860995 1839848496 1893547357 2527997525 1489393124
+2860855349 76448234 2264934035 744914583 2586791259
+1385380501 66529922 1819103258 1899300332 2098173828
+1793831094 276463159 360132945 4178212058 595015228
+ 177071838 2800080290 1573557746 1548998935 378454223
+1460534296 1116274283 3112385063 3709761796 827999348
+3580042847 1913901014 614021289 4278528023 1905177404
+ 45407939 3298183234 1184848810 3644926330 3923635459
+1627046213 3677876759 969772772 1160524753 1522441192
+ 452369933 1527502551 832490847 1003299676 1071381111
+2891255476 973747308 4086897108 1847554542 3895651598
+2227820339 1621250941 2881344691 3583565821 3510404498
+ 849362119 862871471 797858058 2867774932 2821282612
+3272403146 3997979905 209178708 1805135652 6783381
+2823361423 792580494 4263749770 776439581 3798193823
+2853444094 2729507474 1071873341 1329010206 1289336450
+3327680758 2011491779 80157208 922428856 1158943220
+1667230961 2461022820 2608845159 387516115 3345351910
+1495629111 4098154157 3156649613 3525698599 4134908037
+ 446713264 2137537399 3617403512 813966752 1157943946
+3734692965 1680301658 3180398473 3509854711 2228114612
+1008102291 486805123 863791847 3189125290 1050308116
+3777341526 4291726501 844061465 1347461791 2826481581
+ 745465012 2055805750 4260209475 2386693097 2980646741
+ 447229436 2077782664 1232942813 4023002732 1399011509
+3140569849 2579909222 3794857471 900758066 2887199683
+1720257997 3367494931 2668921229 955539029 3818726432
+1105704962 3889207255 2277369307 2746484505 1761846513
+2413916784 2685127085 4240257943 1166726899 4215215715
+3082092067 3960461946 1663304043 2087473241 4162589986
+2507310778 1579665506 767234210 970676017 492207530
+1441679602 1314785090 3262202570 3417091742 1561989210
+3011406780 1146609202 3262321040 1374872171 1634688712
+1280458888 2230023982 419323804 3262899800 39783310
+1641619040 1700368658 2207946628 2571300939 2424079766
+ 780290914 2715195096 3390957695 163151474 2309534542
+1860018424 555755123 280320104 1604831083 2713022383
+1728987441 3639955502 623065489 3828630947 4275479050
+3516347383 2343951195 2430677756 635534992 3868699749
+ 808442435 3070644069 4282166003 2093181383 2023555632
+1568662086 3422372620 4134522350 3016979543 3259320234
+2888030729 3185253876 4258779643 1267304371 1022517473
+ 815943045 929020012 2995251018 3371283296 3608029049
+2018485115 122123397 2810669150 1411365618 1238391329
+1186786476 3155969091 2242941310 1765554882 279121160
+4279838515 1641578514 3796324015 13351065 103516986
+1609694427 551411743 2493771609 1316337047 3932650856
+4189700203 463397996 2937735066 1855616529 2626847990
+ 55091862 3823351211 753448970 4045045500 1274127772
+1124182256 92039808 2126345552 425973257 386287896
+2589870191 1987762798 4084826973 2172456685 3366583455
+3602966653 2378803535 2901764433 3716929006 3710159000
+2653449155 3469742630 3096444476 3932564653 2595257433
+ 318974657 3146202484 853571438 144400272 3768408841
+ 782634401 2161109003 570039522 1886241521 14249488
+2230804228 1604941699 3928713335 3921942509 2155806892
+ 134366254 430507376 1924011722 276713377 196481886
+3614810992 1610021185 1785757066 851346168 3761148643
+2918835642 3364422385 3012284466 3735958851 2643153892
+3778608231 1164289832 205853021 2876112231 3503398282
+3078397001 3472037921 1748894853 2740861475 316056182
+1660426908 168885906 956005527 3984354789 566521563
+1001109523 1216710575 2952284757 3834433081 3842608301
+2467352408 3974441264 3256601745 1409353924 1329904859
+2307560293 3125217879 3622920184 3832785684 3882365951
+2308537115 2659155028 1450441945 3532257603 3186324194
+1225603425 1124246549 175808705 3009142319 2796710159
+3651990107 160762750 1902254979 1698648476 1134980669
+ 497144426 3302689335 4057485630 3603530763 4087252587
+ 427812652 286876201 823134128 1627554964 3745564327
+2589226092 4202024494 62878473 3275585894 3987124064
+2791777159 1916869511 2585861905 1375038919 1403421920
+ 60249114 3811870450 3021498009 2612993202 528933105
+2757361321 3341402964 2621861700 273128190 4015252178
+3094781002 1621621288 2337611177 1796718448 1258965619
+4241913140 2138560392 3022190223 4174180924 450094611
+3274724580 617150026 2704660665 1469700689 1341616587
+ 356715071 1188789960 2278869135 1766569160 2795896635
+ 57824704 2893496380 1235723989 1630694347 3927960522
+ 428891364 1814070806 2287999787 4125941184 3968103889
+3548724050 1025597707 1404281500 2002212197 92429143
+2313943944 2403086080 3006180634 3561981764 1671860914
+1768520622 1803542985 844848113 3006139921 1410888995
+1157749833 2125704913 1789979528 1799263423 741157179
+2405862309 767040434 2655241390 3663420179 2172009096
+2511931187 1680542666 231857466 1154981000 157168255
+1454112128 3505872099 1929775046 2309422350 2143329496
+2960716902 407610648 2938108129 2581749599 538837155
+2342628867 430543915 740188568 1937713272 3315215132
+2085587024 4030765687 766054429 3517641839 689721775
+1294158986 1753287754 4202601348 1974852792 33459103
+3568087535 3144677435 1686130825 4134943013 3005738435
+3599293386 426570142 754104406 3660892564 1964545167
+ 829466833 821587464 1746693036 1006492428 1595312919
+1256599985 1024482560 1897312280 2902903201 691790057
+1037515867 3176831208 1968401055 2173506824 1089055278
+1748401123 2941380082 968412354 1818753861 2973200866
+3875951774 1119354008 3988604139 1647155589 2232450826
+3486058011 3655784043 3759258462 847163678 1082052057
+ 989516446 2871541755 3196311070 3929963078 658187585
+3664944641 2175149170 2203709147 2756014689 2456473919
+3890267390 1293787864 2830347984 3059280931 4158802520
+1561677400 2586570938 783570352 1355506163 31495586
+3789437343 3340549429 2092501630 896419368 671715824
+3530450081 3603554138 1055991716 3442308219 1499434728
+3130288473 3639507000 17769680 2259741420 487032199
+4227143402 3693771256 1880482820 3924810796 381462353
+4017855991 2452034943 2736680833 2209866385 2128986379
+ 437874044 595759426 641721026 1636065708 3899136933
+ 629879088 3591174506 351984326 2638783544 2348444281
+2341604660 2123933692 143443325 1525942256 364660499
+ 599149312 939093251 1523003209 106601097 376589484
+1346282236 1297387043 764598052 3741218111 933457002
+1886424424 3219631016 525405256 3014235619 323149677
+2038881721 4100129043 2851715101 2984028078 1888574695
+2014194741 3515193880 4180573530 3461824363 2641995497
+3179230245 2902294983 2217320456 4040852155 1784656905
+3311906931 87498458 2752971818 2635474297 2831215366
+3682231106 2920043893 3772929704 2816374944 309949752
+2383758854 154870719 385111597 1191604312 1840700563
+ 872191186 2925548701 1310412747 2102066999 1504727249
+3574298750 1191230036 3330575266 3180292097 3539347721
+ 681369118 3305125752 3648233597 950049240 4173257693
+1760124957 512151405 681175196 580563018 1169662867
+4015033554 2687781101 699691603 2673494188 1137221356
+ 123599888 472658308 1053598179 1012713758 3481064843
+3759461013 3981457956 3830587662 1877191791 3650996736
+ 988064871 3515461600 4089077232 2225147448 1249609188
+2643151863 3896204135 2416995901 1397735321 3460025646
+
+1000 outputs of genrand_real2()
+0.76275443 0.99000644 0.98670464 0.10143112 0.27933125
+0.69867227 0.94218740 0.03427201 0.78842173 0.28180608
+0.92179002 0.20785655 0.54534773 0.69644020 0.38107718
+0.23978165 0.65286910 0.07514568 0.22765211 0.94872929
+0.74557914 0.62664415 0.54708246 0.90959343 0.42043116
+0.86334511 0.19189126 0.14718544 0.70259889 0.63426346
+0.77408121 0.04531601 0.04605807 0.88595519 0.69398270
+0.05377184 0.61711170 0.05565708 0.10133577 0.41500776
+0.91810699 0.22320679 0.23353705 0.92871862 0.98897234
+0.19786706 0.80558809 0.06961067 0.55840445 0.90479405
+0.63288060 0.95009721 0.54948447 0.20645042 0.45000959
+0.87050869 0.70806991 0.19406895 0.79286390 0.49332866
+0.78483914 0.75145146 0.12341941 0.42030252 0.16728160
+0.59906494 0.37575460 0.97815160 0.39815952 0.43595080
+0.04952478 0.33917805 0.76509902 0.61034321 0.90654701
+0.92915732 0.85365931 0.18812377 0.65913428 0.28814566
+0.59476081 0.27835931 0.60722542 0.68310435 0.69387186
+0.03699800 0.65897714 0.17527003 0.02889304 0.86777366
+0.12352068 0.91439461 0.32022990 0.44445731 0.34903686
+0.74639273 0.65918367 0.92492794 0.31872642 0.77749724
+0.85413832 0.76385624 0.32744211 0.91326300 0.27458185
+0.22190155 0.19865383 0.31227402 0.85321225 0.84243342
+0.78544200 0.71854080 0.92503892 0.82703064 0.88306297
+0.47284073 0.70059042 0.48003761 0.38671694 0.60465770
+0.41747204 0.47163243 0.72750808 0.65830223 0.10955369
+0.64215401 0.23456345 0.95944940 0.72822249 0.40888451
+0.69980355 0.26677428 0.57333635 0.39791582 0.85377858
+0.76962816 0.72004885 0.90903087 0.51376506 0.37732665
+0.12691640 0.71249738 0.81217908 0.37037313 0.32772374
+0.14238259 0.05614811 0.74363008 0.39773267 0.94859135
+0.31452454 0.11730313 0.62962618 0.33334237 0.45547255
+0.10089665 0.56550662 0.60539371 0.16027624 0.13245301
+0.60959939 0.04671662 0.99356286 0.57660859 0.40269560
+0.45274629 0.06699735 0.85064246 0.87742744 0.54508392
+0.87242982 0.29321385 0.67660627 0.68230715 0.79052073
+0.48592054 0.25186266 0.93769755 0.28565487 0.47219067
+0.99054882 0.13155240 0.47110470 0.98556600 0.84397623
+0.12875246 0.90953202 0.49129015 0.23792727 0.79481194
+0.44337770 0.96564297 0.67749118 0.55684872 0.27286897
+0.79538393 0.61965356 0.22487929 0.02226018 0.49248200
+0.42247006 0.91797788 0.99250134 0.23449967 0.52531508
+0.10246337 0.78685622 0.34310922 0.89892996 0.40454552
+0.68608407 0.30752487 0.83601319 0.54956031 0.63777550
+0.82199797 0.24890696 0.48801123 0.48661910 0.51223987
+0.32969635 0.31075073 0.21393155 0.73453207 0.15565705
+0.58584522 0.28976728 0.97621478 0.61498701 0.23891470
+0.28518540 0.46809591 0.18371914 0.37597910 0.13492176
+0.66849449 0.82811466 0.56240330 0.37548956 0.27562998
+0.27521910 0.74096121 0.77176757 0.13748143 0.99747138
+0.92504502 0.09175241 0.21389176 0.21766512 0.31183245
+0.23271221 0.21207367 0.57903312 0.77523344 0.13242613
+0.31037988 0.01204835 0.71652949 0.84487594 0.14982178
+0.57423142 0.45677888 0.48420169 0.53465428 0.52667473
+0.46880526 0.49849733 0.05670710 0.79022476 0.03872047
+0.21697212 0.20443086 0.28949326 0.81678186 0.87629474
+0.92297064 0.27373097 0.84625273 0.51505586 0.00582792
+0.33295971 0.91848412 0.92537226 0.91760033 0.07541125
+0.71745848 0.61158698 0.00941650 0.03135554 0.71527471
+0.24821915 0.63636652 0.86159918 0.26450229 0.60160194
+0.35557725 0.24477500 0.07186456 0.51757096 0.62120362
+0.97981062 0.69954667 0.21065616 0.13382753 0.27693186
+0.59644095 0.71500764 0.04110751 0.95730081 0.91600724
+0.47704678 0.26183479 0.34706971 0.07545431 0.29398385
+0.93236070 0.60486023 0.48015011 0.08870451 0.45548581
+0.91872718 0.38142712 0.10668643 0.01397541 0.04520355
+0.93822273 0.18011940 0.57577277 0.91427606 0.30911399
+0.95853475 0.23611214 0.69619891 0.69601980 0.76765372
+0.58515930 0.49479057 0.11288752 0.97187699 0.32095365
+0.57563608 0.40760618 0.78703383 0.43261152 0.90877651
+0.84686346 0.10599030 0.72872803 0.19315490 0.66152912
+0.10210518 0.06257876 0.47950688 0.47062066 0.72701157
+0.48915116 0.66110261 0.60170685 0.24516994 0.12726050
+0.03451185 0.90864994 0.83494878 0.94800035 0.91035206
+0.14480751 0.88458997 0.53498312 0.15963215 0.55378627
+0.35171349 0.28719791 0.09097957 0.00667896 0.32309622
+0.87561479 0.42534520 0.91748977 0.73908457 0.41793223
+0.99279792 0.87908370 0.28458072 0.59132853 0.98672190
+0.28547393 0.09452165 0.89910674 0.53681109 0.37931425
+0.62683489 0.56609740 0.24801549 0.52948179 0.98328855
+0.66403523 0.55523786 0.75886666 0.84784685 0.86829981
+0.71448906 0.84670080 0.43922919 0.20771016 0.64157936
+0.25664246 0.73055695 0.86395782 0.65852932 0.99061803
+0.40280575 0.39146298 0.07291005 0.97200603 0.20555729
+0.59616495 0.08138254 0.45796388 0.33681125 0.33989127
+0.18717090 0.53545811 0.60550838 0.86520709 0.34290701
+0.72743276 0.73023855 0.34195926 0.65019733 0.02765254
+0.72575740 0.32709576 0.03420866 0.26061893 0.56997511
+0.28439072 0.84422744 0.77637570 0.55982168 0.06720327
+0.58449067 0.71657369 0.15819609 0.58042821 0.07947911
+0.40193792 0.11376012 0.88762938 0.67532159 0.71223735
+0.27829114 0.04806073 0.21144026 0.58830274 0.04140071
+0.43215628 0.12952729 0.94668759 0.87391019 0.98382450
+0.27750768 0.90849647 0.90962737 0.59269720 0.96102026
+0.49544979 0.32007095 0.62585546 0.03119821 0.85953001
+0.22017528 0.05834068 0.80731217 0.53799961 0.74166948
+0.77426600 0.43938444 0.54862081 0.58575513 0.15886492
+0.73214332 0.11649057 0.77463977 0.85788827 0.17061997
+0.66838056 0.96076133 0.07949296 0.68521946 0.89986254
+0.05667410 0.12741385 0.83470977 0.63969104 0.46612929
+0.10200126 0.01194925 0.10476340 0.90285217 0.31221221
+0.32980614 0.46041971 0.52024973 0.05425470 0.28330912
+0.60426543 0.00598243 0.97244013 0.21135841 0.78561597
+0.78428734 0.63422849 0.32909934 0.44771136 0.27380750
+0.14966697 0.18156268 0.65686758 0.28726350 0.97074787
+0.63676171 0.96649494 0.24526295 0.08297372 0.54257548
+0.03166785 0.33735355 0.15946671 0.02102971 0.46228045
+0.11892296 0.33408336 0.29875681 0.29847692 0.73767569
+0.02080745 0.62980060 0.08082293 0.22993106 0.25031439
+0.87787525 0.45150053 0.13673441 0.63407612 0.97907688
+0.52241942 0.50580158 0.06273902 0.05270283 0.77031811
+0.05113352 0.24393329 0.75036441 0.37436336 0.22877652
+0.59975358 0.85707591 0.88691457 0.85547165 0.36641027
+0.58720133 0.45462835 0.09243817 0.32981586 0.07820411
+0.25421519 0.36004706 0.60092307 0.46192412 0.36758683
+0.98424170 0.08019934 0.68594024 0.45826386 0.29962317
+0.79365413 0.89231296 0.49478547 0.87645944 0.23590734
+0.28106737 0.75026285 0.08136314 0.79582424 0.76010628
+0.82792971 0.27947652 0.72482861 0.82191216 0.46171689
+0.79189752 0.96043686 0.51609668 0.88995725 0.28998963
+0.55191845 0.03934737 0.83033700 0.49553013 0.98009549
+0.19017594 0.98347750 0.33452066 0.87144372 0.72106301
+0.71272114 0.71465963 0.88361677 0.85571283 0.73782329
+0.20920458 0.34855153 0.46766817 0.02780062 0.74898344
+0.03680650 0.44866557 0.77426312 0.91025891 0.25195236
+0.87319953 0.63265037 0.25552148 0.27422476 0.95217406
+0.39281839 0.66441573 0.09158900 0.94515992 0.07800798
+0.02507888 0.39901462 0.17382573 0.12141278 0.85502334
+0.19902911 0.02160210 0.44460522 0.14688742 0.68020336
+0.71323733 0.60922473 0.95400380 0.99611159 0.90897777
+0.41073520 0.66206647 0.32064685 0.62805003 0.50677209
+0.52690101 0.87473387 0.73918362 0.39826974 0.43683919
+0.80459118 0.32422684 0.01958019 0.95319576 0.98326137
+0.83931735 0.69060863 0.33671416 0.68062550 0.65152380
+0.33392969 0.03451730 0.95227244 0.68200635 0.85074171
+0.64721009 0.51234433 0.73402047 0.00969637 0.93835057
+0.80803854 0.31485260 0.20089527 0.01323282 0.59933780
+0.31584602 0.20209563 0.33754800 0.68604181 0.24443049
+0.19952227 0.78162632 0.10336988 0.11360736 0.23536740
+0.23262256 0.67803776 0.48749791 0.74658435 0.92156640
+0.56706407 0.36683221 0.99157136 0.23421374 0.45183767
+0.91609720 0.85573315 0.37706276 0.77042618 0.30891908
+0.40709595 0.06944866 0.61342849 0.88817388 0.58734506
+0.98711323 0.14744128 0.63242656 0.87704136 0.68347125
+0.84446569 0.43265239 0.25146321 0.04130111 0.34259839
+0.92697368 0.40878778 0.56990338 0.76204273 0.19820348
+0.66314909 0.02482844 0.06669207 0.50205581 0.26084093
+0.65139159 0.41650223 0.09733904 0.56344203 0.62651696
+0.67332139 0.58037374 0.47258086 0.21010758 0.05713135
+0.89390629 0.10781246 0.32037450 0.07628388 0.34227964
+0.42190597 0.58201860 0.77363549 0.49595133 0.86031236
+0.83906769 0.81098161 0.26694195 0.14215941 0.88210306
+0.53634237 0.12090720 0.82480459 0.75930318 0.31847147
+0.92768077 0.01037616 0.56201727 0.88107122 0.35925856
+0.85860762 0.61109408 0.70408301 0.58434977 0.92192494
+0.62667915 0.75988365 0.06858761 0.36156496 0.58057195
+0.13636150 0.57719713 0.59340255 0.63530602 0.22976282
+0.71915530 0.41162531 0.63979565 0.09931342 0.79344045
+0.10893790 0.84450224 0.23122236 0.99485593 0.73637397
+0.17276368 0.13357764 0.74965804 0.64991737 0.61990341
+0.41523170 0.05878239 0.05687301 0.05497131 0.42868366
+0.42571090 0.25810502 0.89642955 0.30439758 0.39310223
+0.11357431 0.04288255 0.23397550 0.11200634 0.85621396
+0.89733974 0.37508865 0.42077265 0.68597384 0.72781399
+0.19296476 0.61699087 0.31667128 0.67756410 0.00177323
+0.05725176 0.79474693 0.18885238 0.06724856 0.68193156
+0.42202167 0.22082041 0.28554673 0.64995708 0.87851940
+0.29124547 0.61009521 0.87374537 0.05743712 0.69902994
+0.81925115 0.45653873 0.37236821 0.31118709 0.52734307
+0.39672836 0.38185294 0.30163915 0.17374510 0.04913278
+0.90404879 0.25742801 0.58266467 0.97663209 0.79823377
+0.36437958 0.15206043 0.26529938 0.22690047 0.05839021
+0.84721160 0.18622435 0.37809403 0.55706977 0.49828704
+0.47659049 0.24289680 0.88477595 0.07807463 0.56245739
+0.73490635 0.21099431 0.13164942 0.75840044 0.66877037
+0.28988183 0.44046090 0.24967434 0.80048356 0.26029740
+0.30416821 0.64151867 0.52067892 0.12880774 0.85465381
+0.02690525 0.19149288 0.49630295 0.79682619 0.43566145
+0.00288078 0.81484193 0.03763639 0.68529083 0.01339574
+0.38405386 0.30537067 0.22994703 0.44000045 0.27217985
+0.53831243 0.02870435 0.86282045 0.61831306 0.09164956
+0.25609707 0.07445781 0.72185784 0.90058883 0.30070608
+0.94476583 0.56822213 0.21933909 0.96772793 0.80063440
+0.26307906 0.31183306 0.16501252 0.55436179 0.68562285
+0.23829083 0.86511559 0.57868991 0.81888344 0.20126869
+0.93172350 0.66028129 0.21786948 0.78515828 0.10262106
+0.35390326 0.79303876 0.63427924 0.90479631 0.31024934
+0.60635447 0.56198079 0.63573813 0.91854197 0.99701497
+0.83085849 0.31692291 0.01925964 0.97446405 0.98751283
+0.60944293 0.13751018 0.69519957 0.68956636 0.56969015
+0.46440193 0.88341765 0.36754434 0.89223647 0.39786427
+0.85055280 0.12749961 0.79452122 0.89449784 0.14567830
+0.45716830 0.74822309 0.28200437 0.42546044 0.17464886
+0.68308746 0.65496587 0.52935411 0.12736159 0.61523955
+0.81590528 0.63107864 0.39786553 0.20102294 0.53292914
+0.75485590 0.59847044 0.32861691 0.12125866 0.58917183
+0.07638293 0.86845380 0.29192617 0.03989733 0.52180460
+0.32503407 0.64071852 0.69516575 0.74254998 0.54587026
+0.48713246 0.32920155 0.08719954 0.63497059 0.54328459
+0.64178757 0.45583809 0.70694291 0.85212760 0.86074305
+0.33163422 0.85739792 0.59908488 0.74566046 0.72157152
diff --git a/3rdparty/mt19937ar/mtTest.c b/3rdparty/mt19937ar/mtTest.c
new file mode 100644
index 000000000..b27406802
--- /dev/null
+++ b/3rdparty/mt19937ar/mtTest.c
@@ -0,0 +1,65 @@
+/*
+ A C-program for MT19937, with initialization improved 2002/1/26.
+ Coded by Takuji Nishimura and Makoto Matsumoto.
+
+ Before using, initialize the state by using init_genrand(seed)
+ or init_by_array(init_key, key_length).
+
+ Copyright (C) 1997 - 2002, Makoto Matsumoto and Takuji Nishimura,
+ All rights reserved.
+ Copyright (C) 2005, Mutsuo Saito,
+ 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.
+
+
+ Any feedback is very welcome.
+ http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/emt.html
+ email: m-mat @ math.sci.hiroshima-u.ac.jp (remove space)
+*/
+
+#include <stdio.h>
+#include "mt19937ar.h"
+
+int main(void)
+{
+ int i;
+ unsigned long init[4]={0x123, 0x234, 0x345, 0x456}, length=4;
+ init_by_array(init, length);
+ printf("1000 outputs of genrand_int32()\n");
+ for (i=0; i<1000; i++) {
+ printf("%10lu ", genrand_int32());
+ if (i%5==4) printf("\n");
+ }
+ printf("\n1000 outputs of genrand_real2()\n");
+ for (i=0; i<1000; i++) {
+ printf("%10.8f ", genrand_real2());
+ if (i%5==4) printf("\n");
+ }
+ return 0;
+}
diff --git a/3rdparty/mt19937ar/readme-mt.txt b/3rdparty/mt19937ar/readme-mt.txt
new file mode 100644
index 000000000..2d4c2e8a2
--- /dev/null
+++ b/3rdparty/mt19937ar/readme-mt.txt
@@ -0,0 +1,79 @@
+This is a Mersenne Twister pseudorandom number generator
+with period 2^19937-1 with improved initialization scheme,
+modified on 2002/1/26 by Takuji Nishimura and Makoto Matsumoto.
+modified on 2005/4/26 by Mutsuo Saito
+
+Contents of this tar ball:
+readme-mt.txt this file
+mt19937ar.c the C source (ar: initialize by ARray)
+mt19937ar.h the C header file for mt19937ar
+mtTest.c the C test main program of mt19937ar.c
+mt19937ar.out Test outputs of six types generators. 1000 for each
+
+1. Initialization
+ The initialization scheme for the previous versions of MT
+(e.g. 1999/10/28 version or earlier) has a tiny problem, that
+the most significant bits of the seed is not well reflected
+to the state vector of MT.
+
+This version (2002/1/26) has two initialization schemes:
+init_genrand(seed) and init_by_array(init_key, key_length).
+
+init_genrand(seed) initializes the state vector by using
+one unsigned 32-bit integer "seed", which may be zero.
+
+init_by_array(init_key, key_length) initializes the state vector
+by using an array init_key[] of unsigned 32-bit integers
+of length key_kength. If key_length is smaller than 624,
+then each array of 32-bit integers gives distinct initial
+state vector. This is useful if you want a larger seed space
+than 32-bit word.
+
+2. Generation
+After initialization, the following type of pseudorandom numbers
+are available.
+
+genrand_int32() generates unsigned 32-bit integers.
+genrand_int31() generates unsigned 31-bit integers.
+genrand_real1() generates uniform real in [0,1] (32-bit resolution).
+genrand_real2() generates uniform real in [0,1) (32-bit resolution).
+genrand_real3() generates uniform real in (0,1) (32-bit resolution).
+genrand_res53() generates uniform real in [0,1) with 53-bit resolution.
+
+Note: the last five functions call the first one.
+if you need more speed for these five functions, you may
+suppress the function call by copying genrand_int32() and
+replacing the last return(), following to these five functions.
+
+3. main()
+main() is an example to initialize with an array of length 4,
+then 1000 outputs of unsigned 32-bit integers,
+then 1000 outputs of real [0,1) numbers.
+
+4. The outputs
+The output of the mt19937ar.c is in the file mt19937ar.out.
+If you revise or translate the code, check the output
+by using this file.
+
+5. Cryptography
+This generator is not cryptoraphically secure.
+You need to use a one-way (or hash) function to obtain
+a secure random sequence.
+
+6. Correspondence
+See:
+URL http://www.math.keio.ac.jp/matumoto/emt.html
+email matumoto@math.keio.ac.jp, nisimura@sci.kj.yamagata-u.ac.jp
+
+7. Reference
+M. Matsumoto and T. Nishimura,
+"Mersenne Twister: A 623-Dimensionally Equidistributed Uniform
+Pseudo-Random Number Generator",
+ACM Transactions on Modeling and Computer Simulation,
+Vol. 8, No. 1, January 1998, pp 3--30.
+
+-------
+Copyright (C) 1997 - 2002, Makoto Matsumoto and Takuji Nishimura,
+All rights reserved.
+Copyright (C) 2005, Mutsuo Saito
+All rights reserved.