Combining Clonal Selection Algorithm and Gene Expression Programming for Time Series Prediction

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

@InProceedings{Litvinenko:2005:IEEEIDAACSTA,
  author =       "V. I. Litvinenko and P. I. Bidyuk and 
                 J. N. Bardachov and V. G. Sherstjuk and A. A. Fefelov",
  title =        "Combining Clonal Selection Algorithm and Gene
                 Expression Programming for Time Series Prediction",
  booktitle =    "Proceedings of the Third Workshop 2005 IEEE
                 Intelligent Data Acquisition and Advanced Computing
                 Systems: Technology and Applications",
  year =         "2005",
  pages =        "133--138",
  address =      "Sofia, Bulgaria",
  month =        "5-7 " # sep,
  publisher =    "IEEE",
  keywords =     "genetic algorithms, genetic programming, Gene
                 Expression Programming, artificial immune systems,
                 clonal selection algorithm, time series",
  DOI =          "doi:10.1109/IDAACS.2005.282956",
  size =         "6 pages",
  abstract =     "Dynamic system identification algorithm is developed
                 using the basic mechanisms of clonal selection and idea
                 of a new evolutionary computing paradigm - gene
                 expression programming. On the basis of the algorithm
                 developed a computer based system is proposed for
                 making decisions relevant to forecasting of single
                 variable and multivariate time series. The results of
                 computing experiments achieved with the system
                 developed show high quality of short and medium period
                 forecasts.",
}

Genetic Programming entries for V I Litvinenko P I Bidjuk J N Bardachov V G Sherstjuk A A Fefelov

Citations