The role of Keeping Semantic Blocks Invariant - Effects in Linear Genetic Programming Performance

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@InProceedings{delaCruzEcheandia:2010:ICEC,
  author =       "Marina {de la Cruz Echeandia} and 
                 Alba Martin Lazaro and Alfonso Ortega {de la Puente}",
  title =        "The role of Keeping Semantic Blocks Invariant -
                 Effects in Linear Genetic Programming Performance",
  booktitle =    "Proceedings of the International Conference on
                 Evolutionary Computation (ICEC 2010)",
  year =         "2010",
  editor =       "Joaquim Filipe and Janusz Kacprzyk",
  pages =        "365--368",
  address =      "Valencia, Spain",
  month =        "24-26 " # oct,
  organisation = "INSTICC, AAAI, WfMC",
  publisher =    "SciTePress",
  keywords =     "genetic algorithms, genetic programming: Poster,
                 Grammar evolution, Attribute grammars, Christiansen
                 grammars, Genetic programming, Straight-line programs,
                 symbolic regression",
  isbn13 =       "978-989-8425-31-7",
  URL =          "http://www.icec.ijcci.org/ICEC2010/Program_Tuesday.htm",
  URL =          "http://www.robinbye.com/files/publications/ICEC_2010.pdf",
  DOI =          "doi:10.5220/0003085403650368",
  size =         "4 pages",
  abstract =     "This paper is focused on two different approaches
                 (previously proposed by the authors) that perform
                 better than Genetic Programming in typical symbolic
                 regression problems: straight-line program genetic
                 programming (SLP-GP) and evolution with attribute
                 grammars (AGE). Both approaches have different
                 characteristics. One of the most important is that
                 SLP-GP keeps semantic blocks invariant (the crossover
                 operator always exchanges complete subexpressions). In
                 this paper we compare both methods and study the
                 possible effect on their performance of keeping these
                 blocks invariant.",
  notes =        "http://www.icec.ijcci.org/ICEC2010/home.asp
                 http://www.ecta.ijcci.org/Abstracts/2010/ICEC_2010_Abstracts.htm
                 Also known as \cite{DBLP:conf/ijcci/EcheandiaLPAA10}",
}

Genetic Programming entries for Marina de la Cruz Echeandia Alba Martin Lazaro Alfonso Ortega de la Puente

Citations