org.apache.commons.math3.random

## Class ISAACRandom

- java.lang.Object
- - org.apache.commons.math3.random.BitsStreamGenerator
  - - org.apache.commons.math3.random.ISAACRandom

- All Implemented Interfaces:
    Serializable, RandomGenerator

      public class ISAACRandom
      extends BitsStreamGenerator
      implements Serializable

  ISAAC: a fast cryptographic pseudo-random number generator
  ISAAC (Indirection, Shift, Accumulate, Add, and Count) generates 32-bit random numbers. ISAAC has been designed to be cryptographically secure and is inspired by RC4. Cycles are guaranteed to be at least 240 values long, and they are 28295 values long on average. The results are uniformly distributed, unbiased, and unpredictable unless you know the seed.
  This code is based (with minor changes and improvements) on the original implementation of the algorithm by Bob Jenkins.
  Since:
    3.0
  See Also:
    Serialized Form

- - ### Constructor Summary

    Constructors
    Constructor and Description
    `ISAACRandom()` Creates a new ISAAC random number generator.
    `ISAACRandom(int[] seed)` Creates a new ISAAC random number generator using an int array seed.
    `ISAACRandom(long seed)` Creates a new ISAAC random number generator using a single long seed.

  - ### Method Summary

    Methods
    Modifier and Type | Method and Description
    --- | ---
    `protected int` | `next(int bits)` Generate next pseudorandom number.
    `void` | `setSeed(int seed)` Sets the seed of the underlying random number generator using an `int` seed.
    `void` | `setSeed(int[] seed)` Sets the seed of the underlying random number generator using an `int` array seed.
    `void` | `setSeed(long seed)` Sets the seed of the underlying random number generator using a `long` seed.

    - ### Methods inherited from class org.apache.commons.math3.random.BitsStreamGenerator

      `clear, nextBoolean, nextBytes, nextBytes, nextDouble, nextFloat, nextGaussian, nextInt, nextInt, nextLong, nextLong`

    - ### Methods inherited from class java.lang.Object

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

- - ### Constructor Detail

    - #### ISAACRandom

          public ISAACRandom()

      Creates a new ISAAC random number generator.
      The instance is initialized using a combination of the current time and system hash code of the instance as the seed.

    - #### ISAACRandom

          public ISAACRandom(long seed)

      Creates a new ISAAC random number generator using a single long seed.
      Parameters:
        `seed` - Initial seed.

    - #### ISAACRandom

          public ISAACRandom(int[] seed)

      Creates a new ISAAC random number generator using an int array seed.
      Parameters:
        `seed` - Initial seed. If `null`, the seed will be related to the current time.

  - ### Method Detail

    - #### setSeed

          public void setSeed(int seed)

      Sets the seed of the underlying random number generator using an `int` seed.

      Sequences of values generated starting with the same seeds should be identical.

      Specified by:
        `setSeed` in interface `RandomGenerator`
      Specified by:
        `setSeed` in class `BitsStreamGenerator`
      Parameters:
        `seed` - the seed value

    - #### setSeed

          public void setSeed(long seed)

      Sets the seed of the underlying random number generator using a `long` seed.

      Sequences of values generated starting with the same seeds should be identical.

      Specified by:
        `setSeed` in interface `RandomGenerator`
      Specified by:
        `setSeed` in class `BitsStreamGenerator`
      Parameters:
        `seed` - the seed value

    - #### setSeed

          public void setSeed(int[] seed)

      Sets the seed of the underlying random number generator using an `int` array seed.

      Sequences of values generated starting with the same seeds should be identical.

      Specified by:
        `setSeed` in interface `RandomGenerator`
      Specified by:
        `setSeed` in class `BitsStreamGenerator`
      Parameters:
        `seed` - the seed value

    - #### next

          protected int next(int bits)

      Generate next pseudorandom number.

      This method is the core generation algorithm. It is used by all the public generation methods for the various primitive types `BitsStreamGenerator.nextBoolean()`, `BitsStreamGenerator.nextBytes(byte[])`, `BitsStreamGenerator.nextDouble()`, `BitsStreamGenerator.nextFloat()`, `BitsStreamGenerator.nextGaussian()`, `BitsStreamGenerator.nextInt()`, `BitsStreamGenerator.next(int)` and `BitsStreamGenerator.nextLong()`.

      Specified by:
        `next` in class `BitsStreamGenerator`
      Parameters:
        `bits` - number of random bits to produce
      Returns:
        random bits generated

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