It is a broadly accepted fact that evolutionary algorithms (EA) have to be developed problem-specifically. Usually this is
based on experience and experiments. Though, most EA environments are not suited for such an approach. Therefore, this paper
proposes a few basic concepts which should be supplied by modern EA simulators in order to serve as a toolkit for the development
of such algorithms.