Forecasting chaotic processes in hydrological and hydroecological systems on the basis of attractor conception and neural networks approach

Authors: Serbov N.G., Khetselius O.Yu., Balan A.K., Dudinov A.A.

Year: 2013

Issue: 13

Pages: 86-91


It is proposed a new approach to non-linear forecasting chaotic processes in hydrological systems, which is based on conception of compact geometrical attractor and neural networks algorithm. The proposed approach has been applied to forecasting the nitrates concentration evolution in some Small Carpathian watersheds.

Tags: attractor; chaos; forecasting; hydrological systems; neural networks algorithm

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