A new Linear Genetic Programming approach based on straight line programs: some Theoretical and Experimental Aspects

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

@Article{Alonso:2009:IJAIT,
  author =       "Cesar L. Alonso and Jose Luis Montana and 
                 Jorge Puente and Cruz Enrique Borges",
  title =        "A new Linear Genetic Programming approach based on
                 straight line programs: some Theoretical and
                 Experimental Aspects",
  journal =      "International Journal on Artificial Intelligence
                 Tools",
  year =         "2009",
  volume =       "18",
  number =       "5",
  pages =        "757--781",
  keywords =     "genetic algorithms, genetic programming, slp,
                 Vapnik-Chervonenkis dimension, VC",
  oai =          "oai:CiteSeerX.psu:10.1.1.301.3133",
  DOI =          "doi:10.1142/S0218213009000391",
  URL =          "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.301.3133",
  URL =          "http://paginaspersonales.deusto.es/cruz.borges/Papers/08IJAIT.pdf",
  abstract =     "Tree encodings of programs are well known for their
                 representative power and are used very often in Genetic
                 Programming. In this paper we experiment with a new
                 data structure, named straight line program (slp), to
                 represent computer programs. The main features of this
                 structure are described, new recombination operators
                 for GP related to slp's are introduced and a study of
                 the Vapnik-Chervonenkis dimension of families of slp's
                 is done. Experiments have been performed on symbolic
                 regression problems. Results are encouraging and
                 suggest that the GP approach based on slp's
                 consistently outperforms conventional GP based on tree
                 structured representations.",
  notes =        "IJAIT",
}

Genetic Programming entries for Cesar Luis Alonso Jose Luis Montana Arnaiz Jorge Puente Peinador Cruz Enrique Borges

Citations