Modelling of a Roulette Wheel Selection Operator in Genetic Algorithms Using Generalized Nets

Abstract

The apparatus of Generalized Nets (GN) is applied here to a description of a selection operator, which is one of the basic genetic algorithm operators. The GN model presented here describes roulette wheel selection. The resulting GN model could be considered as a separate module, but it can also be accumulated into a GN model to describe a whole genetic algorithm.

Keywords

• Generalized net
• Genetic algorithms
• Selection
• Roulette wheel selection