Package com.imsl.stat

Class MersenneTwister

java.lang.Object
com.imsl.stat.MersenneTwister
All Implemented Interfaces:
Random.BaseGenerator, Serializable, Cloneable
public class MersenneTwister extends Object implements Random.BaseGenerator, Cloneable, Serializable
A 32-bit Mersenne Twister generator. MersenneTwister generates uniform pseudorandom 32-bit numbers with a period of \(2^{19937}-1\) and a 623-dimensional equidistribution property. See Matsumoto et al. 1998 for details. The series of random numbers can be generated using a seed for initialization or by using an array of type int. One can also save the state of the generator at initialization to be re-used later.

This generator can be used to generate non-uniform distributions by creating an Random object using an instance of this class as an argument to the constructor.

This Java code was translated from the the following C program.

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.

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

See Also:

  • Constructor Summary

    Constructors
    Constructor
    Description
    MersenneTwister(int seed)
    Constructor for the MersenneTwister class with supplied seed.
    MersenneTwister(int[] key)
    Constructor for the MersenneTwister class with supplied array.

  • Method Summary

    Modifier and Type
    Method
    Description
    Object
    clone()
    Returns a clone of this object.
    int
    next(int bits)
    Generates the next pseudorandom number.
    double
    nextDouble()
    Generates the next pseudorandom, uniformly distributed double value from this random number generator's sequence.
    float
    nextFloat()
    Generates the next pseudorandom, uniformly distributed float value from this random number generator's sequence.
    int
    nextInt()
    Generates the next pseudorandom number.

    Methods inherited from class java.lang.Object

    equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

  • Constructor Details

    • MersenneTwister

      public MersenneTwister(int seed)
      Constructor for the MersenneTwister class with supplied seed.
      Parameters:
      seed - an int which represents the seed used to initialize the 32-bit Mersenne Twister generator

    • MersenneTwister

      public MersenneTwister(int[] key)
      Constructor for the MersenneTwister class with supplied array.
      Parameters:
      key - an int array used to initialize the 32-bit Mersenne Twister generator

  • Method Details

    • nextInt

      public int nextInt()
      Generates the next pseudorandom number.
      Returns:
      the next pseudorandom value from this random number generator's sequence. They are uniformly distributed among all 32-bit integer values, both positive and negative.

    • next

      public int next(int bits)
      Generates the next pseudorandom number.
      Specified by:
      next in interface Random.BaseGenerator
      Parameters:
      bits - is the number of random bits required.
      Returns:
      the next pseudorandom value from this random number generator's sequence

    • nextFloat

      public float nextFloat()
      Generates the next pseudorandom, uniformly distributed float value from this random number generator's sequence.
      Returns:
      the next pseudorandom, uniformly distributed float value from this random number generator's sequence

    • nextDouble

      public double nextDouble()
      Generates the next pseudorandom, uniformly distributed double value from this random number generator's sequence. Only the first 32 bits of the double are pseudorandom.
      Returns:
      the next pseudorandom, uniformly distributed double value from this random number generator's sequence

    • clone

      public Object clone()
      Returns a clone of this object.
      Overrides:
      clone in class Object
      Returns:
      an Object which is a clone of this MersenneTwister object