AdaGEP - An Adaptive Gene Expression Programming Algorithm

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@InProceedings{conf/synasc/BautuBL07,
  author =       "Elena Bautu and Andrei Bautu and Henri Luchian",
  title =        "Ada{GEP} - An Adaptive Gene Expression Programming
                 Algorithm",
  booktitle =    "Proceedings of the Ninth International Symposium on
                 Symbolic and Numeric Algorithms for Scientific
                 Computing, {SYNASC} 2007",
  year =         "2007",
  editor =       "Viorel Negru and Tudor Jebelean and Dana Petcu and 
                 Daniela Zaharie",
  pages =        "403--406",
  address =      "Timisoara, Romania",
  month =        sep # " 26-29",
  publisher =    "IEEE Computer Society",
  keywords =     "genetic algorithms, genetic programming, gene
                 expression programming",
  isbn13 =       "978-0-7695-3078-9",
  DOI =          "doi:10.1109/SYNASC.2007.51",
  abstract =     "Many papers focused on fine-tuning the gene expression
                 programming (GEP) operators or their application rates
                 in order to improve the performances of the algorithm.
                 Much less work was done on optimizing the structural
                 parameters of the chromosomes (i.e. number of genes and
                 gene size). This is probably due to the fact that the
                 no free lunch theorem states that no fixed values for
                 these parameters will ever suit all problems. To
                 counteract this fact, this paper presents a modified
                 GEP algorithm, called AdaGEP, which automatically
                 adapts the number of genes used by the chromosome. The
                 adaptation process takes place at chromosome level,
                 allowing chromosomes in the population to evolve with
                 different number of genes.",
  notes =        "p406 'The results presented in this paper demonstrate
                 the superiority of AdaGEP over GEP on symbolic
                 regression problems.'",
  bibdate =      "2008-11-28",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/conf/synasc/synasc2007.html#BautuBL07",
}

Genetic Programming entries for Elena Bautu Andrei Bautu Henri Luchian

Citations