Multi-model identification system properties near extremum: simulations and analysis

• Autorzy: Guda A. , Mikhalyov A.
• Języki publikacji: EN

Abstrakty

EN

This article concerns the question about properties and behavior of the multi-model adaptive-searching identification methods near extremum point. The model of the relation between criterion and parameters is proposed. Numerous simulations of identification process was held under different parameters of this model and identification system. Advantages and drawbacks of the two extremum point estimation are studied. Recommendations and rough calculations to determine correct parameters of identification system itself is given.

Słowa kluczowe

EN

dynamic system identification; chaotic system; searching agents ensemble; adaptive-searching identification

PL

identyfikacja układów dynamicznych; układ chaotyczny; zespół agentów poszukujących; metoda identyfikacji przeszukiwania adaptacyjnego

• Wydawca: Wydawnictwo Politechniki Łódzkiej
• Czasopismo: Journal of Applied Computer Science
• Rocznik: 2015
• Tom: Vol. 23, nr 2
• Strony: 21--28
• Opis fizyczny: Bibliogr. 3 poz.

Twórcy

autor

Guda A.

• National Metallurgical Academy of Ukraine, Department of Information Technology and Systems, Ukraine, Dnipropetrovsk, Gagarina avenue, 4, 49600

autor

Mikhalyov A.

• National Metallurgical Academy of Ukraine, Department of Information Technology and Systems, Ukraine, Dnipropetrovsk, Gagarina avenue, 4, 49600

Bibliografia

• [1] Guda, A. and Mikhalyov, A., Method of Lorenz systems parametric identification by the searching models ensemble, In: Scientific and Technical Conference “Computer Sciences and Information Technologies” (CSIT), Xth International, 2015, pp. 73–75.
• [2] Guda, A. and Mikhalyov, A., Multi-model methods and parameters estimation approaches on non-linear dynamic system identification, “System technologies” – scientific and technical journal, Dnepropetrovsk, Vol. 4(99), 2015, pp. 3–9.
• [3] Guda, A., Mikhalyov, A., Derevjanko, A., and Kisala, P., Physical background in identification criterion synthesis, Elektronika - konstrukcje, technologie, zastosowania, Vol. 8, 2013, pp. 32–34.