Identifying Structural Mechanisms in Standard Genetic Programming

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

@InProceedings{daida0:2003:gecco,
  author =       "Jason M. Daida and Adam M. Hilss",
  title =        "Identifying Structural Mechanisms in Standard 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 =        "1639--1651",
  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",
  URL =          "http://sitemaker.umich.edu/daida/files/LNCS2724lattice.pdf",
  DOI =          "doi:10.1007/3-540-45110-2_58",
  abstract =     "hypothesis about an undiscovered class of mechanisms
                 that exist in standard GP. Rather than being
                 intentionally designed, these mechanisms would be an
                 unintended consequence of using trees as information
                 structures. A model is described that predicts outcomes
                 in GP that would arise solely from such mechanisms.
                 Comparisons with empirical results from GP lend support
                 to the existence of these mechanisms.",
  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).

                 Also known as \cite{daida:2003:gecco}",
}

Genetic Programming entries for Jason M Daida Adam M Hilss

Citations