A simple implementation of the Mersenne twister

From Lazarus wiki
Revision as of 22:55, 11 March 2017 by Thaddy (talk | contribs) (→‎Simple Mersenne twister)
(diff) ← Older revision | Latest revision (diff) | Newer revision → (diff)
Jump to navigationJump to search

A simple implementation of the Mersenne twister

When you look at the sourcecode that implements Freepascal's random it may look overwelmingly complex. The algorithm itself, though, is very understandable. Here is simple implementation according to MT19937.
Enjoy, Thaddy.

It is basically taken from the C version in wikipedia. Of course I added this one there too.

unit mersenne;
{$mode objfpc}
interface
type
   TMersenne = class sealed
   strict private
   const 
     // Define MT19937 constants (32-bit RNG)
     N = 624;M = 397;R = 31;A = $9908B0DF;F = 1812433253;
     U = 11;S = 7;B = $9D2C5680;T = 15;C = $EFC60000;L = 18;
     MASK_LOWER = (QWORD(1) << R) - 1;
     MASK_UPPER = QWORD(1) << R;
     class var mt:array[0..N-1] of dword;
     class var index:word;
     class procedure twist;inline;static;
   public
     class constructor create;
     class procedure initialize(const seed:dword);inline;static;
     class function Extractu32:dword;inline;static;
   end;

implementation 

class constructor TMersenne.Create;
begin
  initialize(12345678);
end;

class procedure TMersenne.Initialize(const seed:dword);inline;static;
var 
  i:dword;
begin
  mt[0] := seed;
 for  i := 1 to pred(N) do 
   mt[i] := F * (mt[i - 1] xor (mt[i - 1] >> 30)) + i;
 index := N;
end;
   
class procedure TMersenne.Twist;inline;static;
var 
  i,x,xA:dword;
begin
  for i := 0 to pred(N) do
  begin
    x := (mt[i] and MASK_UPPER) + (mt[(i + 1) mod N] and MASK_LOWER);
    xA := x >> 1;
    if ( x and $1 ) <> 0 then
	  xA := xA xor A;
    mt[i] := mt[(i + M) mod N] xor xA;
  end;
  index := 0;
end;

class function TMersenne.ExtractU32:dword;inline;static;
var
  y:dword;
  i:integer;
begin
  i := index;
  if  index >= N then
  begin
    Twist;
    i := index;
  end;
  y := mt[i];
  index := i + 1;
  y := y xor (mt[i] >> U);
  y := y xor (y << S) and B;
  y := y xor (y << T) and C;
  y := y xor(y >> L);
  Result :=y;
end;

end.

reference

  1. https://en.wikipedia.org/wiki/Mersenne_Twister Mersenne twister in WikiPedia