public abstract class RandomEngine extends PersistentObject implements DoubleFunction, IntFunction
Most probability distributions are obtained by using a uniform pseudo-random number generation engine followed by a transformation to the desired distribution. Thus, subclasses of this class are at the core of computational statistics, simulations, Monte Carlo methods, etc.
Subclasses produce uniformly distributed int's and long's in the closed intervals [Integer.MIN_VALUE,Integer.MAX_VALUE] and [Long.MIN_VALUE,Long.MAX_VALUE], respectively, as well as float's and double's in the open unit intervals (0.0f,1.0f) and (0.0,1.0), respectively.
Subclasses need to override one single method only: nextInt(). All other methods generating different data types or ranges are usually layered upon nextInt(). long's are formed by concatenating two 32 bit int's. float's are formed by dividing the interval [0.0f,1.0f] into 232 sub intervals, then randomly choosing one subinterval. double's are formed by dividing the interval [0.0,1.0] into 264 sub intervals, then randomly choosing one subinterval.
Note that this implementation is not synchronized.
MersenneTwister
,
MersenneTwister64
,
Random
,
Serialized FormserialVersionUID
Modifier | Constructor and Description |
---|---|
protected |
RandomEngine()
Makes this class non instantiable, but still let's others inherit from it.
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Modifier and Type | Method and Description |
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double |
apply(double dummy)
Equivalent to raw().
|
int |
apply(int dummy)
Equivalent to nextInt().
|
static RandomEngine |
makeDefault()
Constructs and returns a new uniform random number engine seeded with the current time.
|
double |
nextDouble()
Returns a 64 bit uniformly distributed random number in the open unit interval
(0.0,1.0) (excluding 0.0 and 1.0). |
float |
nextFloat()
Returns a 32 bit uniformly distributed random number in the open unit interval
(0.0f,1.0f) (excluding 0.0f and 1.0f). |
abstract int |
nextInt()
Returns a 32 bit uniformly distributed random number in the closed interval [Integer.MIN_VALUE,Integer.MAX_VALUE] (including Integer.MIN_VALUE and Integer.MAX_VALUE);
|
long |
nextLong()
Returns a 64 bit uniformly distributed random number in the closed interval [Long.MIN_VALUE,Long.MAX_VALUE] (including Long.MIN_VALUE and Long.MAX_VALUE).
|
double |
raw()
Returns a 32 bit uniformly distributed random number in the open unit interval
(0.0,1.0) (excluding 0.0 and 1.0). |
clone
protected RandomEngine()
public double apply(double dummy)
apply
in interface DoubleFunction
dummy
- argument passed to the function.public int apply(int dummy)
apply
in interface IntFunction
dummy
- argument passed to the function.public static RandomEngine makeDefault()
MersenneTwister
.public double nextDouble()
(0.0,1.0)
(excluding 0.0 and 1.0).public float nextFloat()
(0.0f,1.0f)
(excluding 0.0f and 1.0f).public abstract int nextInt()
public long nextLong()
public double raw()
(0.0,1.0)
(excluding 0.0 and 1.0).Copyright © 2006–2019 SYSTAP, LLC DBA Blazegraph. All rights reserved.