Extended Selection Mechanisms in Genetic Algorithms

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