Move RealVector.sparseIterator() to   SparseRealVector
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                 Key: MATH-626
                 URL: https://issues.apache.org/jira/browse/MATH-626
             Project: Commons Math
          Issue Type: Improvement
    Affects Versions: 3.0
            Reporter: Arne Plöse
            Priority: Minor


Having this method available for all is not very efficient, because if I want 
use this feature I must check for interface SparseRealVector.
otherwise different implementations could be faster. 
I.e. no array clone and the assigning all values again.
Maybe one could add a menthod fillstate() to SparseRealVector to guide which is 
faster - use array clone and then sparseIterator or just create the array and 
then fill it up.

To reduce confusion a second Interface ArrayRealVector with the method 
getDataRef() and removing getData() from RealVector would be nice - there is a 
toArray() this should be sufficient. 

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