Numeric Mutation: Improved Search in Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8010

@InProceedings{FLAIRS98-020,

• author = "Matthew Evett and Thomas Fernandez",
• title = "Numeric Mutation: Improved Search in Genetic Programming",
• booktitle = "Proceedings of the Eleventh International FLAIRS Conference",
• year = "1998",
• pages = "106--109",
• publisher = "AAAI",
• keywords = "genetic algorithms, genetic programming",
• annote = "The Pennsylvania State University CiteSeerX Archives",
• bibsource = "OAI-PMH server at citeseerx.ist.psu.edu",
• language = "en",
• oai = "oai:CiteSeerX.psu:10.1.1.523.4494",
• rights = "Metadata may be used without restrictions as long as the oai identifier remains attached to it.",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.523.4494",
• URL = "https://www.aaai.org/Library/FLAIRS/1998/flairs98-020.php",
• URL = "https://www.aaai.org/Papers/FLAIRS/1998/FLAIRS98-020.pdf",
• size = "4 page",
• abstract = "Genetic programming is relatively poor at discovering useful numeric constants for the terminal nodes of its s-expression trees. In this paper we outline an adaptation to genetic programming, called numeric mutation. We provide empirical evidence and analysis that demonstrate that numeric mutation makes a statistically significant increase in genetic programming's performance for symbolic regression problems.",

}

Genetic Programming entries for Matthew P Evett Thomas Fernandez

Citations