Inferring a System of Differential Equations for a Gene Regulatory Network by using Genetic Programming

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

@InProceedings{sakamoto:2001:isdegrngp,
  author =       "Erina Sakamoto and Hitoshi Iba",
  title =        "Inferring a System of Differential Equations for a
                 Gene Regulatory Network by using Genetic Programming",
  booktitle =    "Proceedings of the 2001 Congress on Evolutionary
                 Computation CEC2001",
  year =         "2001",
  pages =        "720--726",
  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, least mean
                 squares",
  ISBN =         "0-7803-6658-1",
  URL =          "http://www.miv.t.u-tokyo.ac.jp/ibalab/papers/2001/cec2001-es.pdf",
  URL =          "http://citeseer.ist.psu.edu/484086.html",
  DOI =          "doi:10.1109/CEC.2001.934462",
  abstract =     "This paper describes an evolutionary method for
                 identifying the gene regulatory network from the
                 observed time series data of the gene's expression. We
                 use a system of ordinary differential equations as a
                 model of the network and infer their right-hand sides
                 by using Genetic Programming (GP). To explore the
                 search space more effectively in the course of
                 evolution, the least mean square (LMS) method is used
                 along with the ordinary GP. We apply our method to
                 three target networks and empirically show how
                 successfully GP infers the systems of differential
                 equations.",
  notes =        "CEC-2001 - A joint meeting of the IEEE, Evolutionary
                 Programming Society, Galesia, and the IEE.

                 IEEE Catalog Number = 01TH8546C,

                 Library of Congress Number =",
}

Genetic Programming entries for Erina Sakamoto Hitoshi Iba

Citations