ARCHITECTURE OF AN INTELLIGENT NEUROCONTROL SYSTEM FOR AN AIRCRAFT WITH AN EVOLUTIONARY FORECAST OF PREFERRED BEHAVIOR

Authors

  • M. Y. Yurich Zaporizhzhya National Technical University, Ukraine
  • A. N. Shcherbakov Zaporizhzhya National Technical University, Ukraine
  • A. F. Kamyshanov Zaporizhzhya National Technical University, Ukraine

DOI:

https://doi.org/10.15588/1607-3274-2008-1-23

Abstract

In this paper are showed creation and architecture of intellectual control system (ICS) based on neural network and evolutionary algorithms for forecasting and selection of behavior for aircraft. Complex technology of the applied programming, especially in conditions of informative uncertainty, was replaced by rather simple technology of training of neural controller to react correctly to change of parameters on a control system entrance.

Author Biographies

M. Y. Yurich, Zaporizhzhya National Technical University

Postgraduate student

A. N. Shcherbakov, Zaporizhzhya National Technical University

Ph.D., associate professor

A. F. Kamyshanov, Zaporizhzhya National Technical University

Аssociate professor

References

Red'ko V. G. Ot modeley povedeniya k iskusstvennomu intellektu. Seriya «Nauki ob iskusstvennom» / Pod red. Red'ko V. G., IONT RAN. – M.: URSS, 2006. – 456 c.

Voronovskiy G. K. Geneticheskiye algoritmy, iskusstvennyye neyronnyye seti i problemy virtual'noy real'nosti / G. K. Voronovskiy, K. V. Makhotilo, S. N. Petrashev, S. A. Sergeyev. – X.: OSNOVA, 1997. – 112 s.

Ke Fan, Fam Suan Fang, Kim Dzhe Su. Issledovaniye intellektual'nykh sistem upravleniya letatel'nymi apparatami // Avtomatizatsiya i sovremennyye tekhnologii. – 2006. – № 7. – Str. 31–34.

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Published

2024-11-05

How to Cite

Yurich, M. Y., Shcherbakov, A. N., & Kamyshanov, A. F. (2024). ARCHITECTURE OF AN INTELLIGENT NEUROCONTROL SYSTEM FOR AN AIRCRAFT WITH AN EVOLUTIONARY FORECAST OF PREFERRED BEHAVIOR. Radio Electronics, Computer Science, Control, (1), 118. https://doi.org/10.15588/1607-3274-2008-1-23

Issue

No. 1 (2008): Radio Electronics, Computer Science, Control

Section

Neuroinformatics and intelligent systems

License

Copyright (c) 2014 M. Y. Yurich, A. N. Shcherbakov, A. F. Kamyshanov

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