A symbolic regression approach to manage femtocell coverage using grammatical genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{Hemberg:2011:GECCOcomp,
  author =       "Erik Hemberg and Lester Ho and Michael O'Neill and 
                 Holger Claussen",
  title =        "A symbolic regression approach to manage femtocell
                 coverage using grammatical genetic programming",
  booktitle =    "3rd symbolic regression and modeling workshop for
                 GECCO 2011",
  year =         "2011",
  editor =       "Steven Gustafson and Ekaterina Vladislavleva",
  isbn13 =       "978-1-4503-0690-4",
  keywords =     "genetic algorithms, genetic programming, grammatical
                 evolution",
  pages =        "639--646",
  month =        "12-16 " # jul,
  organisation = "SIGEVO",
  address =      "Dublin, Ireland",
  DOI =          "doi:10.1145/2001858.2002061",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  abstract =     "We present a novel application of Grammatical
                 Evolution to the real-world application of femtocell
                 coverage. A symbolic regression approach is adopted in
                 which we wish to uncover an expression to automatically
                 manage the power settings of individual femtocells in a
                 larger femtocell group to optimise the coverage of the
                 network under time varying load. The generation of
                 symbolic expressions is important as it facilitates the
                 analysis of the evolved solutions. Given the
                 multi-objective nature of the problem we hybridise
                 Grammatical Evolution with NSGA-II connected to tabu
                 search. The best evolved solutions have superior power
                 consumption characteristics than a fixed coverage
                 femtocell deployment.",
  notes =        "Also known as \cite{2002061} Distributed on CD-ROM at
                 GECCO-2011.

                 ACM Order Number 910112.",
}

Genetic Programming entries for Erik Hemberg Lester T W Ho Michael O'Neill Holger Claussen

Citations