Graph Based Crossover-A Case Study with the Busy Beaver Problem

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

@InProceedings{pereira:1999:GBCCSBBP,
  author =       "Francisco B. Pereira and Penousal Machado and 
                 Ernesto Costa and Amilcar Cardoso",
  title =        "Graph Based Crossover-A Case Study with the Busy
                 Beaver Problem",
  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 =        "1149--1155",
  address =      "Orlando, Florida, USA",
  publisher_address = "San Francisco, CA 94104, USA",
  month =        "13-17 " # jul,
  publisher =    "Morgan Kaufmann",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "1-55860-611-4",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-429.pdf",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-429.ps",
  size =         "7 pages",
  abstract =     "The success of the application of evolutionary
                 approaches depends, to a large extent, on problem
                 representation and on the used genetic operators. In
                 this paper we introduce a new graph based crossover
                 operator and compare it with classical two-point
                 crossover. The study was carried out using a
                 theoretical hard problem known as Busy Beaver. This
                 problem involves the search for the Turing Machine that
                 produces the maximum number of ones when started on a
                 blank tape. Experimental results show that, in this
                 domain, the new graph-based operator provides a clear
                 advantage over two-point crossover.",
  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 Francisco Jose Baptista Pereira Penousal Machado Ernesto Costa Amilcar Cardoso

Citations