1. Science
  2. Publications
  3. Scientific Works of Kharkiv National Air Force University
  4. 2(28)'2011
  5. Non-stationary time series prediction by the modified adaptive neo-fuzzy-predictor

Non-stationary time series prediction by the modified adaptive neo-fuzzy-predictor

D.A. Plisko, V.V. Volkova, Ye.V. Bodyanskiy
Annotations languages:

The task of adaptive prognostication of multidimensional nonlinear temporal rows descriptions of which can sharply change in time by unforeseeable appearance is considered in the article, on the basis of multidimensional neo-fuzzy-neuron and teaching algorithm, combining in itself a high fast-acting and filtering properties. Offered neo-fuzzy-predictoris intended for the decision of task of short-term prognostication in the conditions of short teaching selection.
Keywords: adaptive prognostication, neo-fuzzy-neuron, multidimensional temporal rows, teaching algorithm