RandomDataImpl uses both JDKRandomGenerator and Well19937c, while 
contract/javadoc only specifies Well19937c.
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                 Key: MATH-720
                 URL: https://issues.apache.org/jira/browse/MATH-720
             Project: Commons Math
          Issue Type: Bug
    Affects Versions: 3.0
            Reporter: Dennis Hendriks
         Attachments: TestRandom.java

See attached unit test. I create a distribution, sample it (not printed), set 
the seed to 0, and then print the next sample. I also create the same 
distribution again, set the seed to 0, and then print the next sample. I expect 
the same sample, as in both cases the seed was set to 0, just before sampling. 
I however get this output:

{code}
5
4
{code}

The problem is in the org.apache.commons.math.random.RandomDataImpl class:
 - The RandomDataImpl(RandomGenerator rand) constructor states in javadoc: 
"@param rand the source of (non-secure) random data (may be null, resulting in 
default JDK-supplied generator)"
 - reSeed(long seed) method does: if (rand == null) rand = new 
JDKRandomGenerator();
 - reSeed() method does: if (rand == null) rand = new JDKRandomGenerator();
 - class javadoc states: "If no <code>RandomGenerator</code> is provided in the 
constructor, the default is to use a Well19937c generator."
 - getRan() does: if (rand == null) rand = new 
Well19937c(System.currentTimeMillis() + System.identityHashCode(this));
 - getRan() states in javadoc: "Creates and initializes a default generator if 
null. Uses a Well19937c generator with System.currentTimeMillis() + 
System.identityHashCode(this)) as the default seed."

It seems that only Well19937c should be used, but the constructor javadoc, and 
the implementation of the reSeed methods was not updated to match this. I think 
the partial changes were done in MATH-701, more specifically, in commit 
[1197626] (and related commit [1197716]).

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