"Efficient Methods of Recursive Nonlinear Estimation: Theoretical Foundations of Approximation and Applications to Selected Models"@en . . "2"^^ . "GA102/94/0314" . . . "Efektivn\u00ED metody pr\u016Fb\u011B\u017En\u00E9ho neline\u00E1rn\u00EDho odhadov\u00E1n\u00ED parametr\u016F: teoretick\u00E9 z\u00E1klady aproximace a aplikace na vybran\u00E9 modely" . "0"^^ . . "Obecn\u00E1 teorie odhadov\u00E1n\u00ED parametr\u016F nijak nepo\u010D\u00EDt\u00E1 s re\u00E1ln\u00FDmi omezen\u00EDmi na p\u0159\u00EDpustnou pam\u011B\u0165 a \u010Das v\u00FDpo\u010Dtu. \u00DApln\u00E1 teoretick\u00E1 \u0159e\u0161en\u00ED existuj\u00ED v podstat\u011B jen pro line\u00E1rn\u00ED probl\u00E9my, teoretick\u00E1 \u0159e\u0161en\u00ED neline\u00E1rn\u00EDch probl\u00E9m\u016F jsou vesm\u011Bs nerealizovateln\u00E1 v praxi.A\u010Dkoliv byla publikov\u00E1na \u0159ada metod jak se vypo\u0159\u00E1dat s extr\u00E9mn\u00ED dimenzionalitou probl\u00E9mu, sou\u010Dasn\u00FD stav pozn\u00E1n\u00ED m\u00E1 st\u00E1le daleko k rutinn\u00EDmu n\u00E1vrhu prakticky pou\u017Eiteln\u00FDch algoritm\u016F. C\u00EDlem p\u0159edkl\u00E1dan\u00E9ho projektu je vytvo\u0159it podm\u00EDnky pro aktivn\u00ED spolupr\u00E1 i skupin a jednotlivc\u016F zab\u00FDvaj\u00EDc\u00EDch se r\u016Fzn\u00FDmi metodami a aspekty neline\u00E1rn\u00EDho odhadov\u00E1n\u00ED a podn\u00EDtit tak soust\u0159ed\u011Bn\u00FD teoretick\u00FD v\u00FDzkum i netrivi\u00E1ln\u00ED aplikace teorie na prakticky v\u00FDznamn\u00E9 modely. Zvl\u00E1\u0161t\u011B by m\u011Bly b\u00FDt zkoum\u00E1ny souvislosti mezi metodami odhdov\u00E1n\u00ED zalo\u017Een\u00FDmi na popisu neur\u010Ditosti pomoc\u00ED pravd\u011Bpodobnosti, fuzzy mno\u017Ein a klasick\u00FDch mno\u017Ein, d\u00E1le glob\u00E1ln\u00ED aproxima\u010Dn\u00ED metody poskytuj\u00EDc\u00ED spolehlivou informaci o chyb\u011B aproximace, numerick\u00E1 implementace p\u0159ibli\u017En\u00FDch estim\u00E1tor\u016F ve tvaru neuronov\u00FDch" . . "13"^^ . . . "13"^^ . . . . . . . . "1"^^ . "http://www.isvav.cz/projectDetail.do?rowId=GA102/94/0314"^^ .