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In the genetic algorithm optimizer the parameter names did not follow the standard naming notation. This is a quick PR to homogenize the names. See issue #3
With the latest python versions
namedtuples
are much more comfortable to deal with, so I would suggest to leave the namedtuple approach as it is.