Scheduling in Heterogeneous Networks using Grammar-based Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Lynch:2016:EuroGP,
  author =       "David Lynch and Michael Fenton and Stepan Kucera and 
                 Holger Claussen and Michael O'Neill",
  title =        "Scheduling in Heterogeneous Networks using
                 Grammar-based Genetic Programming",
  booktitle =    "EuroGP 2016: Proceedings of the 19th European
                 Conference on Genetic Programming",
  year =         "2016",
  month =        "30 " # mar # "--1 " # apr,
  editor =       "Malcolm I. Heywood and James McDermott and 
                 Mauro Castelli and Ernesto Costa and Kevin Sim",
  series =       "LNCS",
  volume =       "9594",
  publisher =    "Springer Verlag",
  address =      "Porto, Portugal",
  pages =        "83--98",
  organisation = "EvoStar",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-319-30668-1",
  DOI =          "doi:10.1007/978-3-319-30668-1_6",
  abstract =     "Effective scheduling in Heterogeneous Networks is key
                 to realising the benefits from enhanced Inter-Cell
                 Interference Coordination. In this paper we address the
                 problem using Grammar-based Genetic Programming. Our
                 solution executes on a millisecond timescale so it can
                 track with changing network conditions. Furthermore,
                 the system is trained using only those measurement
                 statistics that are attainable in real networks.
                 Finally, the solution generalises well with respect to
                 dynamic traffic and variable cell placement. Superior
                 results are achieved relative to a benchmark scheme
                 from the literature, illustrating an opportunity for
                 the further use of Genetic Programming in
                 software-defined autonomic wireless communications
                 networks.",
  notes =        "Part of \cite{Heywood:2016:GP} EuroGP'2016 held in
                 conjunction with EvoCOP2016, EvoMusArt2016 and
                 EvoApplications2016",
}

Genetic Programming entries for David Lynch Michael Fenton Stepan Kucera Holger Claussen Michael O'Neill

Citations