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Reference Guide
MersenneTwisterEngine.h
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1 // @(#)root/mathcore:$Id$
2 // Author: L. Moneta Tue Aug 4 2015
3 
4 /**********************************************************************
5  * *
6  * Copyright (c) 2015 LCG ROOT Math Team, CERN/PH-SFT *
7  * *
8  * *
9  **********************************************************************/
10 
11 // random engines based on ROOT
12 
13 #ifndef ROOT_Math_MersenneTwisterEngine
14 #define ROOT_Math_MersenneTwisterEngine
15 
16 #include "Math/TRandomEngine.h"
17 
18 #include <cstdint>
19 #include <vector>
20 #include <string>
21 
22 namespace ROOT {
23 
24  namespace Math {
25 
26  /**
27  Random number generator class based on
28  M. Matsumoto and T. Nishimura,
29  Mersenne Twister: A 623-diminsionally equidistributed
30  uniform pseudorandom number generator
31  ACM Transactions on Modeling and Computer Simulation,
32  Vol. 8, No. 1, January 1998, pp 3--30.
33 
34  For more information see the Mersenne Twister homepage
35  [http://www.math.keio.ac.jp/~matumoto/emt.html]
36 
37  Advantage:
38 
39  - large period 2**19937 -1
40  - relativly fast (slightly slower than TRandom1 and TRandom2 but much faster than TRandom1)
41 
42  Note that this is a 32 bit implementation. Only 32 bits of the returned double numbers are random.
43  in case more precision is needed, one should use an engine providing at least 48 random bits.
44 
45  Drawback: a relative large internal state of 624 integers
46 
47  @ingroup Random
48  */
49 
51 
52 
53  public:
54 
56  typedef uint32_t Result_t;
57  typedef uint32_t StateInt_t;
58 
59 
60  MersenneTwisterEngine(uint32_t seed=4357) {
61  SetSeed(seed);
62  }
63 
65 
66  void SetSeed(Result_t seed);
67 
68  virtual double Rndm() {
69  return Rndm_impl();
70  }
71  inline double operator() () { return Rndm_impl(); }
72 
73  uint32_t IntRndm() {
74  return IntRndm_impl();
75  }
76 
77  /// minimum integer taht can be generated
78  static unsigned int MinInt() { return 0; }
79  /// maximum integer taht can be generated
80  static unsigned int MaxInt() { return 0xffffffff; } // 2^32 -1
81 
82  static int Size() { return kSize; }
83 
84  static std::string Name() {
85  return "MersenneTwisterEngine";
86  }
87 
88  protected:
89  // functions used for testing
90 
91  void SetState(const std::vector<uint32_t> & state) {
92  for (unsigned int i = 0; i < kSize; ++i)
93  fMt[i] = state[i];
94  fCount624 = kSize; // to make sure we re-iterate on the new state
95  }
96 
97  void GetState(std::vector<uint32_t> & state) {
98  state.resize(kSize);
99  for (unsigned int i = 0; i < kSize; ++i)
100  state[i] = fMt[i];
101  }
102 
103  int Counter() const { return fCount624; }
104 
105 
106  private:
107 
108  double Rndm_impl();
109  uint32_t IntRndm_impl();
110 
111  enum {
112  kSize=624
113  };
114  uint32_t fMt[kSize];
116  };
117 
118 
119  } // end namespace Math
120 
121 } // end namespace ROOT
122 
123 
124 #endif /* ROOT_Math_TRandomEngines */
static unsigned int MaxInt()
maximum integer taht can be generated
void GetState(std::vector< uint32_t > &state)
Namespace for new ROOT classes and functions.
Definition: TFoamSampler.h:19
Random number generator class based on M.
static unsigned int MinInt()
minimum integer taht can be generated
void SetSeed(Result_t seed)
set the seed x
double Rndm_impl()
generate a random double number
void SetState(const std::vector< uint32_t > &state)
Namespace for new Math classes and functions.