Multiobjective Genetic Programming: Reducing Bloat Using SPEA2

Created by W.Langdon from gp-bibliography.bib Revision:1.2031

@InProceedings{bleuler:2001:mgprbus,
  author =       "Stefan Bleuler and Martin Brack and Lothar Thiele and 
                 Eckart Zitzler",
  title =        "Multiobjective Genetic Programming: Reducing Bloat
                 Using {SPEA2}",
  booktitle =    "Proceedings of the 2001 Congress on Evolutionary
                 Computation CEC2001",
  year =         "2001",
  pages =        "536--543",
  address =      "COEX, World Trade Center, 159 Samseong-dong,
                 Gangnam-gu, Seoul, Korea",
  publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ
                 08855-1331, USA",
  month =        "27-30 " # may,
  organisation = "IEEE Neural Network Council (NNC), Evolutionary
                 Programming Society (EPS), Institution of Electrical
                 Engineers (IEE)",
  publisher =    "IEEE Press",
  keywords =     "genetic algorithms, genetic programming, SPEA, SPEA2,
                 Pareto, external set",
  ISBN =         "0-7803-6658-1",
  URL =          "ftp://ftp.tik.ee.ethz.ch/pub/people/zitzler/BBTZ2001b.ps.gz",
  URL =          "http://citeseer.ist.psu.edu/443099.html",
  size =         "8 pages",
  abstract =     "This study investigates the use of multiobjective
                 techniques in Genetic Programming (GP) in order to
                 evolve compact programs and to reduce the effects
                 caused by bloating. The proposed approach considers the
                 program size as a second, independent objective besides
                 the program functionality. In combination with a recent
                 multiobjective evolutionary technique, SPEA2, this
                 method outperforms four other strategies to reduce
                 bloat with regard to both convergence speed and size of
                 the produced programs on a even-parity problem.",
  notes =        "CEC-2001 - A joint meeting of the IEEE, Evolutionary
                 Programming Society, Galesia, and the IEE.

                 IEEE Catalog Number = 01TH8546C,

                 Library of Congress Number =

                 Solutions to even-9 parity.",
}

Genetic Programming entries for Stefan Bleuler Martin Brack Lothar Thiele Eckart Zitzler