Neural network control system. (Manual for vuzov.izd of "High School") / Neyrosetevye sistemy upravleniya.(Uchebnoe posobie dlya vuzov.Izd-vo"Vysshaya shkola")

 
9785060040944: Neural network control system. (Manual for vuzov.izd of
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V posobii izlozheny voprosy teorii i metody sinteza sistem upravleniya nelineynymi dinamicheskimi obektami na osnove obuchaemyh mnogosloynyh neyronnyh setey. Znachitelnoe vnimanie udeleno fundamentalnym svoystvam nelineynyh mnogosloynyh neyrosetey i algoritmam ih obucheniya v realnom vremeni. Privedeny bazovye funktsionalnye struktury neyrosetevyh dinamicheskih sistem upravleniya i identifikatsii sostoyaniya. Strukturnyy i algoritmicheskiy sintez neyrosetevyh sistem osnovyvaetsya na polozheniyah teorii sinergeticheskogo upravleniya. Rassmotreny primery, illyustriruyuschie ispolzovanie mnogosloynyh neyronnyh setey v kachestve nelineynyh regulyatorov, i primery kompyuternogo modelirovaniya neyrosetevyh sistem upravleniya mnogosvyaznymi nelineynymi obektami s primeneniem paketa MATLAB 6.0. Dlya studentov vysshih uchebnyh zavedeniy, obuchayuschihsya po spetsialnosti `Upravlenie i informatika v tehnicheskih sistemah` i napravleniyu `Avtomatizatsiya i upravlenie`.

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