Common selection mechanisms used in Evolutionary Algorithms are combined to form some generalizaed variants of selection. These are applied to Genetic Algorithm and are subject to an experimental comparison. The feature of extinctiveness as introduced in Evolution Strategies is identified to be the main reason for a considerable speedup of the search in case of unimodal objective functions.