Identification of the fuzzy model of an object with multiple structure
DOI:
https://doi.org/10.3103/S0735272705120034Abstract
A new algorithm is suggested for identification of the fuzzy model of an object with variable structure. The model is set in the form of a fuzzy equation in relations. An illustrative example is included.References
UL’YANOV, S. Nechetkie modeli intellektualnykh sistem upravleniia: Teoreticheskie i pricladnye aspekty. Izvestiya RAN. Tekhnicheskaya Kibernetika, n.3, p.3-28, 1991.
ALIYEV, R.A.; TSERKOVNY, A.E.; MAMEDOV, G.A. Production Management under Fuzzy Initial Information Conditions [in Russian]. Moscow: Energoizdat, 1991.
LOKHIN, V.M.; MAKAROV, I.M.; MAN’KO, S.V.; ROMANOV, M.P. Metodicheskie osnovy analiticheskogo konstruirovaniia reguliatorov nechetkogo upravleniia. Izv. RAN. Teoriya i Sistemy Upravleniya, n.1, p.56-69, 2001.
VASIL’YEV, S.N. Ot classicheskikh zadach regulirovaniia k intellektualnomu upravleniiu. I. Izv. RAN. Teoriya i Sistemy Upravleniya, n.1, p.5-22, 2001.
VASIL’YEV, S.N. Ot classicheskikh zadach regulirovaniia k intellektualnomu upravleniiu. II. Izv. RAN. Teoriya i Sistemy Upravleniya, n.2, p.5-21, 2001.
BURAKOV, M.V. Mehanizm adaptatcii nechetkogo reguliatora. Izv. RAN. Teoriya i Sistemy Upravleniya, n.1, p.84-87, 1998.
KAZAKOV, I.Y. Statistical Dynamics of Systems with Changeable Structure [in Russian]. Moscow: Nauka, 1977.
ZADEH, L.A. The Concept of a Linguistic Variable and Its Application to Approximate Reasoning. New York: Elsevier, 1973.
VASIL’YEV, V.V.; REZVETSOV, N.V.; ANOSHKIN, A.V.; ET AL. System Analysis of Measurement Complexes [in Russian]. Moscow: MO, 1994.
POTYUPKIN, A.Y. Ocenivanie tekhnicheskogo sostoianiia obektov kontrolia, opisyvaemykh v vide nechetkogo uravneniia v otnosheniiakh. Izv. RAN. Teoriya i Sistemy Upravleniya, n.4, p.111-119, 1999.
RUTKOWSKA, D.; PILIN’SKY, M.; RUTKOWSKI, P. Neural Networks, Genetic Algorithms and Fuzzy Systems [Russian translation by I. D. Rudinski]. Moscow: Hot Line-Telecom, 2004.
BURAKOV, M.V. Struktura neironechetkogo reguliatora dlia upravleniia dinamicheskim obektom. Izv. RAN. Teoriya i Sistemy Upravleniya, n.6, p.160-165, 2001.
OSOWSKI, S. Neural Networks for Information Processing [Russian translation by I. D. Rudinski]. Moscow: Finansy i Statistika, 2004.
ROTSHTEIN, A.P.; KATEL’NIKOV, D.I. Identifikatciia nelineinykh obektov nechetkimi bazami znanii. Kibernetika i Systemny Analiz, n.5, p.53-61, 1998.