Skip to main content
SpringerLink
Log in

Neural network-based approximation of aircraft attainability boundary

  • This Issue is Dedicated to Memory of Academician Andrey L. Mikaelyan
  • Published:
Optical Memory and Neural Networks Aims and scope Submit manuscript

Abstract

The problem of the approximate dynamic system attainability domain boundary construction is considered. Results of neural network-based methods efficiency research for the highly-maneuverable aircraft attainability domain boundaries approximate construction are presented.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Voronov, E.M. and Karpunin, A.A., Algoritm ocenki granic oblasti dostizhimosti letatel’nogo apparata s uchetom tjagi, Vestnik MGTU im. N.Je. Baumana, Ser. “Priborostroenie”, 2007, no. 4 (69), pp. 81–99.

  2. Gurman, V.I., Kvokov, V.I., and Uhin, M.Ju., Priblizhennye metody optimizacii upravlenija letatel’nym apparatom, Avtom. Telemekh., 2008, no. 4, pp. 191–201.

  3. Polyanin, A.D. and Zaitsev, V.F., Handbook of Exact Solutions for Ordinary Differential Equations, 2nd Ed., Boca Raton: Chapman & Hall/CRC Press, 2003.

    MATH  Google Scholar 

  4. Fausett, Laurene, Fundamentals of Neural Networks: Architectures, Algorithms, and Applications, London: Prentice-Hall, 1994.

    MATH  Google Scholar 

  5. Hagan, M. and Menhaj, M.B., Training Feedforward Networks with the Marquardt Algorithm, IEEE Trans. Neural Networks, 1994, no. 5, pp. 989–993.

Download references

Author information

Authors and Affiliations

  1. Bauman Moscow State Technical University, 2-ja Baumanskaja 5, Moscow, 105005, Russia

    E. M. Voronov, A. P. Karpenko, O. G. Kozlova, V. A. Fedin & A. G. Trofimov

Authors
  1. E. M. Voronov
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. A. P. Karpenko
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. O. G. Kozlova
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. V. A. Fedin
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. A. G. Trofimov
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to E. M. Voronov.

About this article

Cite this article

Voronov, E.M., Karpenko, A.P., Kozlova, O.G. et al. Neural network-based approximation of aircraft attainability boundary. Opt. Mem. Neural Networks 19, 291–299 (2010). https://doi.org/10.3103/S1060992X10040065

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.3103/S1060992X10040065

Keywords

Search

Navigation