The prngine library has a different contract for generating random integers within a given range. The nextInt(int, int) method of the prngine library return a random integer in a half-open range and Jenetics in a closed range. Using a half-open range for the internal helper classes of Jenetics as well. The creation of IntegerGenes and LongGenes will not change.