Two Level Parallel Grammatical Evolution

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

@InProceedings{Osmera:2008:cec,
  author =       "Pavel Osmera and Ondrej Popelka and Petr Pivonka",
  title =        "Two Level Parallel Grammatical Evolution",
  booktitle =    "2008 IEEE World Congress on Computational
                 Intelligence",
  year =         "2008",
  editor =       "Jun Wang",
  pages =        "2473--2480",
  address =      "Hong Kong",
  month =        "1-6 " # jun,
  organization = "IEEE Computational Intelligence Society",
  publisher =    "IEEE Press",
  isbn13 =       "978-1-4244-1823-7",
  file =         "EC0570.pdf",
  DOI =          "doi:10.1109/CEC.2008.4631129",
  abstract =     "This paper describes a Two Level Parallel Grammatical
                 Evolution (TLPGE) that can evolve complete programs
                 using a variable length linear genome to govern the
                 mapping of a Backus Naur Form grammar definition. To
                 increase the efficiency of Grammatical Evolution (GE)
                 the influence of backward processing was tested and a
                 second level with differential evolution was added. The
                 significance of backward coding (BC) and the comparison
                 with standard coding of GEs is presented. The new
                 method is based on parallel grammatical evolution (PGE)
                 with a backward processing algorithm, which is further
                 extended with a differential evolution algorithm. Thus
                 a two-level optimisation method was formed in attempt
                 to take advantage of the benefits of both original
                 methods and avoid their difficulties. Both methods used
                 are discussed and the architecture of their combination
                 is described. Also application is discussed and results
                 on a real-word application are described.",
  keywords =     "genetic algorithms, genetic programming, grammatical
                 evolution",
  notes =        "WCCI 2008 - A joint meeting of the IEEE, the INNS, the
                 EPS and the IET.",
}

Genetic Programming entries for Pavel Osmera Ondrej Popelka Petr Pivonka

Citations