Unconstrained Gene Expression Programming

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

@InProceedings{Zhang3:2009:cec,
  author =       "Jianwei Zhang and Zhijian Wu and Zongyue Wang and 
                 Jinglei Guo and Zhangcan Huang",
  title =        "Unconstrained Gene Expression Programming",
  booktitle =    "2009 IEEE Congress on Evolutionary Computation",
  year =         "2009",
  editor =       "Andy Tyrrell",
  pages =        "2043--2048",
  address =      "Trondheim, Norway",
  month =        "18-21 " # may,
  organization = "IEEE Computational Intelligence Society",
  publisher =    "IEEE Press",
  isbn13 =       "978-1-4244-2959-2",
  file =         "P208.pdf",
  DOI =          "doi:10.1109/CEC.2009.4983192",
  abstract =     "Many linear structured genetic programming are
                 proposed in the past years. Gene expression
                 programming, as a classic linear represented genetic
                 programming, is powerful in solving problems of data
                 mining and knowledge discovery. Constrains of gene
                 expression programming like head-tail mechanism do
                 contribution to the legality of chromosome. however,
                 they impair the flexibility and adaptability of
                 chromosome to some extend. Inspired by the diversity of
                 chromosome arrangements in biology, an unconstrained
                 encoded gene expression programming is proposed to
                 overcome above constraints. In this way, the search
                 space is enlarged; meanwhile the parallelism and the
                 adaptability are enhanced. A group of regression and
                 classification experiments also show that unconstrained
                 gene expression programming performs better than
                 classic gene expression programming.",
  keywords =     "genetic algorithms, genetic programming, gene
                 expression programming",
  notes =        "CEC 2009 - A joint meeting of the IEEE, the EPS and
                 the IET. IEEE Catalog Number: CFP09ICE-CDR",
}

Genetic Programming entries for Jianwei Zhang Zhijian Wu Zongyue Wang Jinglei Guo Zhangcan Huang

Citations