A Bio-inspired Genetic Algorithm with a Self-Organizing Genome: The RBF-Gene Model

Although Genetic Algorithms (GAs) are directly inspired by Darwinian principles, they use an over-simplistic model of chromosome and genotype to phenotype mapping. This simplification leads to a lack of performance, mainly because the chromosome structure directly constrains the evolution process.