GP and Bloat: Absorbing boundaries and spatial structures

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

@InProceedings{Whigham:2006:ASPGP,
  title =        "GP and Bloat: Absorbing boundaries and spatial
                 structures",
  author =       "Peter A. Whigham and G. Dick",
  booktitle =    "Proceedings of the Third Asian-Pacific workshop on
                 Genetic Programming",
  year =         "2006",
  editor =       "The Long Pham and Hai Khoi Le and Xuan Hoai Nguyen",
  pages =        "1--12",
  ISSN =         "18590209",
  address =      "Military Technical Academy, Hanoi, VietNam",
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/aspgp06/Whigham_bloat.pdf",
  size =         "12 pages",
  abstract =     "examines the behaviour of bloat for GP tree structures
                 using three different topologies: a panmictic, ring and
                 star structure. Initially genetic drift is examined and
                 the results showing the influence of a lower absorbing
                 boundary are examined for each space. A simple
                 selection model is then applied and analysed for bloat.
                 A conjecture regarding the influence of inbreeding, due
                 to spatial structure, is presented as one mechanism for
                 bloat reduction. The paper shows that
                 spatially-structured GP results in a tradeoff between
                 convergence, diversity and the size of individuals.",
  notes =        "http://www.aspgp.org",
}

Genetic Programming entries for Peter Alexander Whigham Grant Dick

Citations