Adaptive Search by Evolutionary Algorithms

Evolution Strategies (ESs) and Genetic Algorithms (GAs) are compared in a formal way. It is shown, that both algorithms are identical with respect to their major working scheme, but nevertheless they exhibit signiicant diierences with respect to the details of the selection scheme, the amount of the genetic representation and, especially, the self-adaptation of strategy parameters.