Nonlinear Phenomena in Complex Systems, 2014, Vol.17, No.1, pp.57-63

NONLINEAR PHENOMENA IN COMPLEX SYSTEMS
An Interdisciplinary Journal

2014, Vol.17, No.1, pp.57-63

Application of Neural Network Modeling to Identification and Prediction Problems in Ecology Data Analysis for Metallurgy and Welding Industry
Nikolay U. Kainov, Dmitriy A. Tarkhov, and Tatyana A. Shemyakina

Neural network approach to the solution of a problem of identification and forecasting is suggested. The task is to construct a hierarchical system for environmental and economic monitoring of metalworking industry. The proposed approach is shown on three model tasks.

Key words: environmental monitoring, hierarchy of models, neural networks, the method of an additional argument, inverse problems, the spread of contamination, metalworking industry.

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