Self-configuring genetic algorithm with modified uniform crossover operator

Abstract

For genetic algorithms, new variants of the uniform crossover operator that introduce selective pressure on the recombination stage are proposed. Operator probabilistic rates based approach to genetic algorithms self-configuration is suggested. The usefulness of the proposed modifications is demonstrated on benchmark tests and real world problems. © 2012 Springer-Verlag.