Limiting code growth to improve robustness in tree-based genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{1277313,
  author =       "Bart Wyns and Luc Boullart and Pieter Jan {De Smedt}",
  title =        "Limiting code growth to improve robustness in
                 tree-based genetic programming",
  booktitle =    "GECCO '07: Proceedings of the 9th annual conference on
                 Genetic and evolutionary computation",
  year =         "2007",
  editor =       "Dirk Thierens and Hans-Georg Beyer and 
                 Josh Bongard and Jurgen Branke and John Andrew Clark and 
                 Dave Cliff and Clare Bates Congdon and Kalyanmoy Deb and 
                 Benjamin Doerr and Tim Kovacs and Sanjeev Kumar and 
                 Julian F. Miller and Jason Moore and Frank Neumann and 
                 Martin Pelikan and Riccardo Poli and Kumara Sastry and 
                 Kenneth Owen Stanley and Thomas Stutzle and 
                 Richard A Watson and Ingo Wegener",
  volume =       "2",
  isbn13 =       "978-1-59593-697-4",
  pages =        "1763--1763",
  address =      "London",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco2007/docs/p1763.pdf",
  DOI =          "doi:10.1145/1276958.1277313",
  publisher =    "ACM Press",
  publisher_address = "New York, NY, USA",
  month =        "7-11 " # jul,
  organisation = "ACM SIGEVO (formerly ISGEC)",
  keywords =     "genetic algorithms, genetic programming: Poster,
                 artificial ant, representational bias, robustness",
  abstract =     "In this paper we analyse the composition of the
                 function set of the artificial ant problem to define
                 new training and testing trails similar to the Santa Fe
                 trail. Cross-validation is used in applications where
                 large amounts of data are available. We also use a
                 semantically driven growth limiter to reduce program
                 size and check if growth reduction could lead to
                 increased test performance.",
  notes =        "GECCO-2007 A joint meeting of the sixteenth
                 international conference on genetic algorithms
                 (ICGA-2007) and the twelfth annual genetic programming
                 conference (GP-2007).

                 ACM Order Number 910071",
}

Genetic Programming entries for Bart Wyns Luc Boullart Pieter Jan De Smedt

Citations