Skip to main content
Log in

Optimal simulation of nonlinear deterministic dynamic systems

  • Published:
Computational Mathematics and Modeling Aims and scope Submit manuscript

Abstract

A stable solution of the problem of optimal simulation of nonlinear deterministic dynamic systems is obtained by Tikhonov's regularization method with posterior choice of the regularization parameter for nonlinear problems. This approach ensures convergence of the approximations to the set of exact solutions of the optimal simulation problem. An example demonstrating the possibilities and the numerical implementation of the algorithm is considered.

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

Access this article

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

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. A. N. Tikhonov and V. Ya. Arsenin, Methods of Solution of Ill-Posed Problems [in Russian], Nauka, Moscow (1979).

    Google Scholar 

  2. Yu. P. Pyt'ev, Mathematical Methods of Experiment Interpretation [in Russian], Vysshaya Shkola, Moscow (1989).

    Google Scholar 

  3. A. S. Leonov, "Optimal simulation of deterministic dynamic systems using a stable solution of special reduction problems," in: Control of Nonlinear Dynamic Systems [in Russian], No. 4, VINISI, Moscow.

  4. V. D. Mil'man, "Geometrical theory of Banach spaces, part 2: The geometry of the unit sphere," UMN,26, No. 6, 73–149 (1971).

    Google Scholar 

  5. F. P. Vasil'ev, Methods of Solution of Extremal Problems [in Russian], Nauka, Moscow (1981).

    Google Scholar 

  6. A. S. Leonov, "On some algorithms to solve ill-posed extremal problems," Mat. Sb.,129(171), No. 2, 218–231 (1986).

    Google Scholar 

  7. A. S. Leonov, "Relationship of the generalized discrepancy method and the generalized discrepancy principle of nonlinear ill-posed problems," Zh. Vychisl. Mat. Mat. Fiziki,22, No. 4, 783–790 (1982).

    Google Scholar 

  8. A. S. Leonov, "Variational algorithms with a posteriori choice of the regularization parameter for solving ill-posed extremal problems," in: A. N. Tikhonov, ed., Ill-Posed Problems in Natural Sciences, Proc. Int. Conf., Moscow, Aug. 1991, VSP, Utrecht—TSP, Moscow (1992).

    Google Scholar 

  9. A. S. Leonov and A. G. Yagola, "Tikhonov's approach for constructing regularizing algorithms," in: A. N. Tikhonov, ed., Ill-Posed Problems in Natural Sciences, Proc. Int. Conf., Moscow, Aug. 1991, VSP, Utrecht—TSP, Moscow (1992).

    Google Scholar 

  10. A. N. Tikhonov, A. S. Leonov, and A. G. Yagola, Nonlinear Ill-Posed Problems [in Russian], Nauka, Moscow (1992).

    Google Scholar 

Download references

Authors

Additional information

Translated from Nelineinye Dinamicheskie Sistemy: Kachestvennyi Analiz i Upravlenie — Sbornik Trudov, No. 2, pp. 86–91, 1993.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Leonov, A.S. Optimal simulation of nonlinear deterministic dynamic systems. Comput Math Model 7, 333–337 (1996). https://doi.org/10.1007/BF01128165

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF01128165

Keywords

Navigation