Examining Mutation Landscapes In Grammar Based Genetic Programming

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@InProceedings{murphy:2011:EuroGP,
  author =       "Eoin Murphy and Michael O'Neill and Anthony Brabazon",
  title =        "Examining Mutation Landscapes In Grammar Based Genetic
                 Programming",
  booktitle =    "Proceedings of the 14th European Conference on Genetic
                 Programming, EuroGP 2011",
  year =         "2011",
  month =        "27-29 " # apr,
  editor =       "Sara Silva and James A. Foster and Miguel Nicolau and 
                 Mario Giacobini and Penousal Machado",
  series =       "LNCS",
  volume =       "6621",
  publisher =    "Springer Verlag",
  address =      "Turin, Italy",
  pages =        "130--141",
  organisation = "EvoStar",
  note =         "Best paper",
  keywords =     "genetic algorithms, genetic programming, grammatical
                 evolution",
  isbn13 =       "978-3-642-20406-7",
  DOI =          "doi:10.1007/978-3-642-20407-4_12",
  abstract =     "Representation is a very important component of any
                 evolutionary algorithm. Changing the representation can
                 cause an algorithm to perform very differently. Such a
                 change can have an effect that is difficult to
                 understand. This paper examines what happens to the
                 grammatical evolution algorithm when replacing the
                 commonly used context-free grammar representation with
                 a tree-adjunct grammar representation. We model the
                 landscapes produced when using integer flip mutation
                 with both representations and compare these landscapes
                 using visualisation methods little used in the field of
                 genetic programming.",
  notes =        "TAG3P Part of \cite{Silva:2011:GP} EuroGP'2011 held in
                 conjunction with EvoCOP2011 EvoBIO2011 and
                 EvoApplications2011",
}

Genetic Programming entries for Eoin Murphy Michael O'Neill Anthony Brabazon

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