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.
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