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

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@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