Introducing Grammar Based Extensions for Grammatical Evolution

This paper presents a series of extensions to standard grammatical evolution. These grammar-based extensions facilitate the exchange of knowledge between genotype and phenotype strings, thus establishing a better correlation between the search and solution spaces, typically separated in grammatical evolution. The results obtained illustrate the practical advantages of these extensions, both in terms of convenience and potential increase in performance.