%0 Conference Paper %1 Litvinenko:2005:IEEEIDAACSTA %A Litvinenko, V. I. %A Bidyuk, P. I. %A Bardachov, J. N. %A Sherstjuk, V. G. %A Fefelov, A. A. %B Proceedings of the Third Workshop 2005 IEEE Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications %C Sofia, Bulgaria %D 2005 %I IEEE %K Expression Gene Programming, algorithm, algorithms, artificial clonal genetic immune programming, selection series systems, time %P 133--138 %R doi:10.1109/IDAACS.2005.282956 %T Combining Clonal Selection Algorithm and Gene Expression Programming for Time Series Prediction %X 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.

@inproceedings{Litvinenko:2005:IEEEIDAACSTA, 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.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Sofia, Bulgaria}, author = {Litvinenko, V. I. and Bidyuk, P. I. and Bardachov, J. N. and Sherstjuk, V. G. and Fefelov, A. A.}, biburl = {https://www.bibsonomy.org/bibtex/287988c6151bce999f14aefbc033a67d3/brazovayeye}, booktitle = {Proceedings of the Third Workshop 2005 IEEE Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications}, doi = {doi:10.1109/IDAACS.2005.282956}, interhash = {b9749c61ec7d7eb418acbf7bb686a9f4}, intrahash = {87988c6151bce999f14aefbc033a67d3}, keywords = {Expression Gene Programming, algorithm, algorithms, artificial clonal genetic immune programming, selection series systems, time}, month = {5-7 September}, pages = {133--138}, publisher = {IEEE}, size = {6 pages}, timestamp = {2008-06-19T17:45:41.000+0200}, title = {Combining Clonal Selection Algorithm and Gene Expression Programming for Time Series Prediction}, year = 2005 }