Inproceedings,

pi Grammatical Evolution

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Genetic and Evolutionary Computation -- GECCO-2004, Part II, volume 3103 of Lecture Notes in Computer Science, page 617--629. Seattle, WA, USA, Springer-Verlag, (26-30 June 2004)
DOI: doi:10.1007/b98645

Abstract

pi Grammatical Evolution is presented and its performance on four benchmark problems is reported. pi Grammatical Evolution is a position-independent variation on Grammatical Evolution's genotype-phenotype mapping process where the order of the derivation sequence steps are no longer applied to non-terminals in a predefined fashion from left to right on the developing program. Instead the genome is used to specify which nonterminal will be developed next, in addition to specifying the rule that will be applied to that nonterminal. Results suggest that the adoption of a more flexible mapping process where the order of nonterminal expansion is not determined a-priori, but instead itself evolved, is beneficial for Grammatical Evolution.

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