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Grammatical Evolution (GE) is a genetic programming technique in which the candidate solutions are represented using a binary genotype and the programs can be generated through production rules of a formal grammar. Similarly to other evolutionary computation methods, the GE's performance can be improved when an adequate initial population seeding is adopted. Decision trees are widely used to model...