Ponyge2: Grammatical evolution in python

M Fenton, J McDermott, D Fagan… - Proceedings of the …, 2017 - dl.acm.org
Proceedings of the genetic and evolutionary computation conference companion, 2017dl.acm.org
Grammatical Evolution (GE) is a population-based evolutionary algorithm, where a formal
grammar is used in the genotype to phenotype mapping process. PonyGE2 is an open
source implementation of GE in Python, developed at UCD's Natural Computing Research
and Applications group. It is intended as an advertisement and a starting-point for those new
to GE, a reference for students and researchers, a rapid-prototyping medium for our own
experiments, and a Python workout. As well as providing the characteristic genotype to …
Grammatical Evolution (GE) is a population-based evolutionary algorithm, where a formal grammar is used in the genotype to phenotype mapping process. PonyGE2 is an open source implementation of GE in Python, developed at UCD's Natural Computing Research and Applications group. It is intended as an advertisement and a starting-point for those new to GE, a reference for students and researchers, a rapid-prototyping medium for our own experiments, and a Python workout. As well as providing the characteristic genotype to phenotype mapping of GE, a search algorithm engine is also provided. A number of sample problems and tutorials on how to use and adapt PonyGE2 have been developed.
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