Vestnik On-line
Orenburg State University december 22, 2024   RU/EN
Headings of Vestnik
Pedagogics
Psychology
Other

Search
Vak
Антиплагиат
Orcid
Viniti
ЭБС Лань
Rsl
Лицензия Creative Commons

2014, № 9 (170)



Engelhardt V.V. NUMERICAL ANALYSIS OF THE GENETIC ALGORITHM IN THE METHOD OF STRUCTURAL-PARAMETRIC IDENTIFICATION OF LINEAR DYNAMIC SYSTEMS WITH THE SYSTEM INPUT-OUTPUT NOISEThe research of the method, which allows producing the structural-parametric identification of linear dynamical systems with noise at the input and output of the system, was conducted. This approach is based on a genetic algorithm, which is used to identify the model structure.Key words: structural-parametric identification, linear dynamic system, evolutionary algorithm, genetic algorithm, integer programming.

Download
References:

1. Katsjuba, O.A. Features of the application for the OLS estimation of linear difference operators in problems of identification of control objects / O.A. Katsjuba, A.I. Zhdanov // Automation and Remote Control. — 1979. — №8. — P. 86–96.

2. Ivanov D.V. Recurrent multivariate parametric identification of linear dynamic systems with autocorrelated noise in the input and output signals / D.V. Ivanov, O.A. Katsjuba // Vestnik of the Samara State Technical University, series "Physics and mathematics science". — 2011. — №4 (25). — P.102–109.

3. Ivanov, D.V. Recursive estimation of bilinear dynamical systems with noise in the input and output signal / D.V. Ivanov, O.A. Uskov // Southern Federal University, series "Engineering". — 2012. — №6 (131). — P.187–192

4. Tolcheek, V.O. Methods of identification of linear one-dimensional dynamical systems / V.O. Tolcheek, T.V. Yagotkina. — Moscow: Moscow Power Engineering Institute, 1997. — 108 p.

5. Fatuev, V.A. Package of structural and parametric identification of linear one-dimensional dynamical systems / V.A. Fatuev, A.V. Kargin, V.M. Ponyatsky // Proceedings of the Second All-Russian Conference "Design of engineering science applications in Matlab". — Moscow: Institute of Control Sciences, 2004. — P. 715–762.

6. Fatuev, V.A. Structural-parametric identification of dynamic systems: the manual / V.A. Fatuev, A.V. Kargin, V.M. Ponyatsky. — Tula: Tula State University Publishing, 2003. — 156 p.

7. Structural-parametric identification of the multidimensional time-dependent dynamical systems / Fatuev V.A. [et al.] // Proceedings of the III International Conference "System Identification and Control Problems" (SICPRO'2004). — Moscow: Institute of Control Sciences, 2004. — P. 159–186.

8. Ljung L. System Identification — Theory for the User, Prentice Hall, Upper Saddle River NJ, 2nd edition, 1999.

9. Anisimov, A.S. Identification of the order of the linear differential equations / A.S. Anisimov, V.T. Kononov // Proceedings of the International Conference "System Identification and Control Problems" SICPRO "2000. Moscow, 26–28 September, 2000. Institute of Control. Institute of Control Sciences. — Moscow: Institute of Control. Institute of Control Sciences, 2000. — 2534 s.

10. Katsjuba, O.A. Identification theory of stochastic dynamic systems under uncertainty: monograph / O.A. Katsjuba. — Samara: SamGUPS, 2008. — 119 p.

11. Emelyanov, V.V. theory and practice of evolutionary modeling / V.V. Emelyanov, Kureichik V.V., Kureichik V.M. — M: Francis, London, 2003. — 432 p. — ISBN 5-9221-0337-7.

12. Matousek Jiri, Sharir Micha, Welzl Emo. A subexponential bound for linear programming, 1996, Algorithmica 16: 498-516, doi: 10.1007/BF01940877.

13. A real coded genetic algorithm for solving integer and mixed integer optimization problems / Deep Kusum [et al.] // Applied Mathematics and Computation, 212 (2). — 2009. — P. 505–518.

14. Thil S. Contributions a l'identification de modeles avec des erreurs en les variables. Thesis of Doctorat, University of Henri Poincare, Nancy 1, 2007.

15. Ljung, L. System Identification. Theory for the user / L. Ljung. — Moscow: Nauka, 1991. — 432 p.


About this article

Author: Engelgardt V.V.

Year: 2014


Editor-in-chief
Sergey Aleksandrovich
MIROSHNIKOV

Crossref
Cyberleninka
Doi
Europeanlibrary
Googleacademy
scienceindex
worldcat
© Электронное периодическое издание: ВЕСТНИК ОГУ on-line (VESTNIK OSU on-line), ISSN on-line 1814-6465
Зарегистрировано в Федеральной службе по надзору в сфере связи, информационных технологий и массовых коммуникаций
Свидетельство о регистрации СМИ: Эл № ФС77-37678 от 29 сентября 2009 г.
Учредитель: Оренбургский государственный университет (ОГУ)
Главный редактор: С.А. Мирошников
Адрес редакции: 460018, г. Оренбург, проспект Победы, д. 13, к. 2335
Тел./факс: (3532)37-27-78 E-mail: vestnik@mail.osu.ru
1999–2024 © CIT OSU