An Encoding Scheme for Generating lambda-Expressions in Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{tominaga:2003:gecco,

• author = "Kazuto Tominaga and Tomoya Suzuki and Kazuhiro Oka",
• title = "An Encoding Scheme for Generating lambda-Expressions in Genetic Programming",
• booktitle = "Genetic and Evolutionary Computation -- GECCO-2003",
• editor = "E. Cant{\'u}-Paz and J. A. Foster and K. Deb and D. Davis and R. Roy and U.-M. O'Reilly and H.-G. Beyer and R. Standish and G. Kendall and S. Wilson and M. Harman and J. Wegener and D. Dasgupta and M. A. Potter and A. C. Schultz and K. Dowsland and N. Jonoska and J. Miller",
• year = "2003",
• pages = "1814--1815",
• address = "Chicago",
• publisher_address = "Berlin",
• month = "12-16 " # jul,
• volume = "2724",
• series = "LNCS",
• ISBN = "3-540-40603-4",
• publisher = "Springer-Verlag",
• keywords = "genetic algorithms, genetic programming, poster",
• URL = "https://rdcu.be/dqNGr",
• DOI = "doi:10.1007/3-540-45110-2_78",
• size = "2 pages",
• abstract = "To apply genetic programming (GP) to evolve -expressions, we devised an encoding scheme that encodes -expressions into trees. This encoding has closure property, i.e., any combination of terminal and non-terminal symbols forms a valid -expression. We applied this encoding to a simple symbolic regression problem over Church numerals and the objective function was successfully obtained. This encoding scheme will provide a good foothold for exploring fundamental properties of GP by making use of lambda-calculus.",
• notes = "GECCO-2003. A joint meeting of the twelfth International Conference on Genetic Algorithms (ICGA-2003) and the eighth Annual Genetic Programming Conference (GP-2003)",

}

Genetic Programming entries for Kazuto Tominaga Tomoya Suzuki Kazuhiro Oka

Citations