Challenges with Verification, Repeatability, and Meaningful Comparison in Genetic Programming: Gibson's Magic

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

@InProceedings{daida:1999:CVRMCGPGM,
  author =       "Jason M. Daida and Derrick S. Ampy and 
                 Michael Ratanasavetavadhana and Hsiaolei Li and 
                 Omar A. Chaudhri",
  title =        "Challenges with Verification, Repeatability, and
                 Meaningful Comparison in Genetic Programming: Gibson's
                 Magic",
  booktitle =    "Proceedings of the Genetic and Evolutionary
                 Computation Conference",
  year =         "1999",
  editor =       "Wolfgang Banzhaf and Jason Daida and 
                 Agoston E. Eiben and Max H. Garzon and Vasant Honavar and 
                 Mark Jakiela and Robert E. Smith",
  volume =       "2",
  pages =        "1851--1858",
  address =      "Orlando, Florida, USA",
  publisher_address = "San Francisco, CA 94104, USA",
  month =        "13-17 " # jul,
  publisher =    "Morgan Kaufmann",
  keywords =     "genetic algorithms, genetic programming, methodology,
                 pedagogy and philosophy",
  ISBN =         "1-55860-611-4",
  URL =          "ftp://ftp.eecs.umich.edu/people/daida/papers/GECCO99challenges.pdf",
  URL =          "http://citeseer.ist.psu.edu/257412.html",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/MP-604.pdf",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/MP-604.ps",
  abstract =     "This paper examines some of the reporting and research
                 practices concerning empirical work in genetic
                 programming. We describe several common loopholes and
                 offer three case studies---two in data modeling and one
                 in robotics---that illustrate each. We show that by
                 exploiting these loopholes, one can achieve performance
                 gains of up two orders of magnitude without any
                 substantiative changes to GP. We subsequently offer
                 several recommendations.",
  notes =        "GECCO-99 A joint meeting of the eighth international
                 conference on genetic algorithms (ICGA-99) and the
                 fourth annual genetic programming conference (GP-99)",
}

Genetic Programming entries for Jason M Daida Derrick S Ampy Michael Ratanasavetavadhana Hsiaolei Li Omar A Chaudhri

Citations