Enhancing the Performance of GP Using an Ancestry-Based Mate Selection Scheme

Created by W.Langdon from gp-bibliography.bib Revision:1.4202

  author =       "Rodney Fry and Andy Tyrrell",
  title =        "Enhancing the Performance of {GP} Using an
                 Ancestry-Based Mate Selection Scheme",
  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 =        "1804--1805",
  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, poster",
  DOI =          "doi:10.1007/3-540-45110-2_73",
  abstract =     "The performance of genetic programming relies mostly
                 on population-contained variation. If the population
                 diversity is low then there will be a greater chance of
                 the algorithm being unable to find the global optimum.
                 We present a new method of approximating the genetic
                 similarity between two individuals using ancestry
                 information. We define a new diversity-preserving
                 selection scheme, based on standard tournament
                 selection, which encourages genetically dissimilar
                 individuals to undergo genetic operation. The new
                 method is illustrated by assessing its performance in a
                 well-known problem domain: algebraic symbolic
  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)",

Genetic Programming entries for Rodney Fry Andrew M Tyrrell