图书馆订阅: Guest
Begell Digital Portal Begell 数字图书馆 电子图书 期刊 参考文献及会议录 研究收集
水生生物学期刊
SJR: 0.217 SNIP: 0.575 CiteScore™: 0.24

ISSN 打印: 0018-8166
ISSN 在线: 1943-5991

水生生物学期刊

DOI: 10.1615/HydrobJ.v51.i3.80
pages 100-110

Forecasting of Hydrochemichal Regime of the Lower Dnieper Section using Neurotechnologies

V. I. Pichura
Kherson State Agrarian University Kherson, Ukraine
Yu. V. Pilipenko
Kherson State Agrarian University Kherson, Ukraine
F. N. Lisetskiy
Belgorod State Research University Belgorod, Russia
O. E. Dovbysh
Regional South-Dnieper branch of State Environmental Academy Kherson, Ukraine

ABSTRACT

Paper deals with algorithm and results of application of intellectual systems for forecasting of the hydrochemical regime of the lower Dnieper. based on neurotechnology. Nonlinear multilayer artificial neural networks for forecasting of the main hydrochemical parameters have been created for the first time. Optimal parameters of the learning algorithm were identified; generalizing capability on the control sample and reliability of forecasting on the test sample of artificial neural networks were evaluated; forecast of hydrochemical regime till 2015 was realized.


Articles with similar content:

Optimization of Structure of Capital Investments for Investment Project of Enterprise
Journal of Automation and Information Sciences, Vol.32, 2000, issue 4
Yuliya V. Bondarenko, Mikhail Z. Zgurowsky
Nonlinear Parametric Identification Based on the Generalized Probabilistic Criteria
Journal of Automation and Information Sciences, Vol.40, 2008, issue 5
Sergey V. Sokolov, Pavel A. Kucherenko
Modeling Method of Discrete Dynamic Systems with Constant Structure
Journal of Automation and Information Sciences, Vol.42, 2010, issue 12
Vladimir N. Spiridonov
Method for Determination of Parameters of a Thermoelectrical Model of Semiconductor Devices
Telecommunications and Radio Engineering, Vol.68, 2009, issue 5
E. F. Korneyev, S. V. Verizhnikov
Procedure of Pre-Implementation Survey for the Purpose of Design of the Enterprise Information Network
Telecommunications and Radio Engineering, Vol.62, 2004, issue 7-12
A. S. Sviridov