An Encoding Scheme for Generating lambda-Expressions in Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@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",
  DOI =          "doi:10.1007/3-540-45110-2_78",
  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