Tips on Effective Theory and Practice of Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.9114

@InProceedings{Ofria:2025:GPTP,

• author = "Charles Ofria and Illya Bakurov and Wolfgang Banzhaf and Clifford Bohm and Alexander Lalejini and Nicholas Freitag McPhee",
• title = "Tips on Effective Theory and Practice of Genetic Programming",
• booktitle = "Genetic Programming Theory and Practice XXII",
• year = "2025",
• editor = "Bogdan Burlacu and Fabricio {Olivetti de Franca} and Alexander Lalejini and Stephen Kelly and Wolfgang Banzhaf",
• series = "Genetic and Evolutionary Computation",
• pages = "305--327",
• address = "Michigan State University, USA",
• month = jun # " 5-7",
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming",
• isbn13 = "978-981-95-6397-5",
• DOI = "10.1007/978-981-95-6398-2_15",
• abstract = "We provide practical advice for researchers and engineers who are designing, building, or even just using genetic programming (GP) systems, and want to communicate their results effectively to the research community. We include a series of tips for constructing and debugging these systems, as well as for conducting experiments both to test hypotheses (theory) and for finding the highest quality solutions possible (practice). Finally, we also include tips for making your code and results available to the rest of the GP community. Our goal is not to provide a step-by-step tutorial on how to build a GP system or run a evolutionary experiment, but merely to suggest guidelines that are likely to help someone refine a general plan that they already have in place.",
• notes = "published in 2026 after the workshop",

}

Genetic Programming entries for Charles Ofria Illya Bakurov Wolfgang Banzhaf Clifford Bohm Alexander Lalejini Nicholas Freitag McPhee

Citations