Pregled bibliografske jedinice broj: 515409
DYNAMIC FOCUSING OF AWARENESS IN FUZZY CONTROL SYSTEMS
DYNAMIC FOCUSING OF AWARENESS IN FUZZY CONTROL SYSTEMS // International journal of artificial intelligence and applications, 2 (2011), 2; 1-19 doi:10.5121/ijaia.2011.2201 (podatak o recenziji nije dostupan, članak, znanstveni)
CROSBI ID: 515409 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
DYNAMIC FOCUSING OF AWARENESS IN FUZZY CONTROL SYSTEMS
Autori
Kuljača, Ognjen ; Lewis, Frank, L. ; Gadewadikar, Jyotirmay ; Horvat, Krunoslav
Izvornik
International journal of artificial intelligence and applications (0976-2191) 2
(2011), 2;
1-19
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
Fuzzy Logic; Nonlinear Control; Adaptive Systems
Sažetak
Adaptive fuzzy logic control systems with Gaussian membership functions are described. A systematic simulation study of 'dynamic focusing of awareness' in fuzzy logic control systems is provided. This study shows how the final steady-state values of the membership functions change in response to varying initial membership functions, changing desired trajectory, and varying system nonlinearities. It is shown that the fuzzy logic control system is focusing on a different region of the state-space depending on these varying factors. Conclusions on higher-level behaviour of the fuzzy logic control system are drawn. A stability proof is given.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
POVEZANOST RADA
Ustanove:
Brodarski institut d.o.o.
