Evolving Cell Array Configurations Using CGP

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@InProceedings{Bremner:2011:EuroGP,
  author =       "Paul Bremner and Mohammad Samie and 
                 Anthony G. Pipe and Gabriel Dragffy and Yang Liu",
  title =        "Evolving Cell Array Configurations Using CGP",
  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 =        "73--84",
  organisation = "EvoStar",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-642-20406-7",
  DOI =          "doi:10.1007/978-3-642-20407-4_7",
  abstract =     "A cell array is a proposed type of custom FPGA, where
                 digital circuits can be formed from interconnected
                 configurable cells. In this paper we have presented a
                 means by which CGP might be adapted to evolve
                 configurations of a proposed cell array. As part of
                 doing so, we have suggested an additional genetic
                 operator that exploits modularity by copying sections
                 of the genome within a solution, and investigated its
                 efficacy. Additionally, we have investigated applying
                 selection pressure for parsimony during functional
                 evolution, rather than in a subsequent stage as
                 proposed in other work. Our results show that solutions
                 to benchmark problems can be evolved with a good degree
                 of efficiency, and that compact solutions can be found
                 with no significant impact on the required number of
                 circuit evaluations.",
  notes =        "Part of \cite{Silva:2011:GP} EuroGP'2011 held in
                 conjunction with EvoCOP2011 EvoBIO2011 and
                 EvoApplications2011",
}

Genetic Programming entries for Paul Bremner Mohammad Samie Anthony Pipe Gabriel Dragffy Yang Liu

Citations