PonyGE2 Article Swipe

View

Related Concepts

Grammatical evolution Python (programming language) Computer science Population Grammar Programming language Artificial intelligence Genetic programming Linguistics Philosophy Demography Sociology

Michael Fenton , James McDermott , David Fagan , Stefan Forstenlechner , Erik Hemberg , Michael O’Neill ·

YOU? · · 2017 · Open Access · · DOI: https://doi.org/10.1145/3067695.3082469 · OA: W2604662548

Grammatical Evolution (GE) is a population-based evolutionary algorithm,\nwhere a formal grammar is used in the genotype to phenotype mapping process.\nPonyGE2 is an open source implementation of GE in Python, developed at UCD's\nNatural Computing Research and Applications group. It is intended as an\nadvertisement and a starting-point for those new to GE, a reference for\nstudents and researchers, a rapid-prototyping medium for our own experiments,\nand a Python workout. As well as providing the characteristic genotype to\nphenotype mapping of GE, a search algorithm engine is also provided. A number\nof sample problems and tutorials on how to use and adapt PonyGE2 have been\ndeveloped.\n