Fractional Genetic Programming for a More Gradual Evolution

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

@InProceedings{conf/csp/Rataj13,
  title =        "Fractional Genetic Programming for a More Gradual
                 Evolution",
  author =       "Artur Rataj",
  booktitle =    "Proceedings of the 22nd International Workshop on
                 Concurrency, Specification and Programming",
  editor =       "Marcin S. Szczuka and Ludwik Czaja and 
                 Magdalena Kacprzak",
  publisher =    "CEUR-WS.org",
  year =         "2013",
  volume =       "1032",
  pages =        "371--382",
  series =       "CEUR Workshop Proceedings",
  month =        sep # " 25-27",
  address =      "Warsaw, Poland",
  keywords =     "genetic algorithms, genetic programming, real-coded
                 genetic algorithm, evolutionary method, gradualism",
  bibdate =      "2013-09-11",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/conf/csp/csp2013.html#Rataj13",
  URL =          "http://ceur-ws.org/Vol-1032",
  URL =          "http://ceur-ws.org/Vol-1032/paper-32.pdf",
  size =         "12 pages",
  abstract =     "We propose a softening of a genetic program by the
                 so-called fractional instructions. Thanks to their
                 adjustable strengths, a new instruction can be
                 gradually introduced to a program, and the other
                 instructions may gradually adapt to the new member. In
                 this way, a transformation of one candidate into
                 another can be continuous. Such an approach makes it
                 possible to take advantage of properties of real-coded
                 genetic algorithms, but in the realm of genetic
                 programming. We show, that the approach can be
                 successfully applied to a precise generalisation of
                 functions, including those exhibiting periodicity.",
}

Genetic Programming entries for Artur Rataj

Citations