Tekhnologiya obucheniya seti ANFIS v parallel'nom rezhime
| AUTHOR | Nguen Dang Min'; Sosinskaya Sof'ya |
| PUBLISHER | LAP Lambert Academic Publishing (01/19/2014) |
| PRODUCT TYPE | Paperback (Paperback) |
Description
Adaptivnaya sistema neyro-nechetkogo vyvoda (ANFIS) yavlyaetsya odnim iz vidov GIS, soedinyayushchaya v sebe neyronnuyu set' i sistemu nechetkogo vyvoda. Na praktike eti dve sistemy vzaimno dopolnyayut drug druga pri reshenii slozhnykh zadach, poetomu tselesoobrazno ikh ob"edinenie. Adaptivnaya sistema neyro-nechetkogo vyvoda predstavlyaet soboy mnogosloynuyu neyronnuyu set', poetomu ona vsegda trebuet znachitel'nykh vremennykh zatrat dlya provedeniya ob"yemnykh vychisleniy, V dannoy rabote rassmatrivayutsya printsipy organizatsii sistemy nechetkogo vyvoda, iskusstvennykh neyronnykh setey i ikh kombinatsii - adaptivnoy sistemy neyro-nechetkogo vyvoda. Kazhdaya sistema primenyaetsya dlya resheniya zadachi klassifikatsii vtulok. Issleduetsya vliyanie kolichestva obuchayushchikh primerov na protsess obucheniya ANFIS. Predlagayutsya algoritmy raspredelennogo i parallel'nogo obucheniya adaptivnoy sistemy neyro-nechetkogo vyvoda v sisteme MATLAB.
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Product Format
Product Details
ISBN-13:
9783659501524
ISBN-10:
3659501522
Binding:
Paperback or Softback (Trade Paperback (Us))
Content Language:
Russian
More Product Details
Page Count:
80
Carton Quantity:
88
Product Dimensions:
6.00 x 0.19 x 9.00 inches
Weight:
0.28 pound(s)
Country of Origin:
US
Subject Information
BISAC Categories
Computers | General
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publisher marketing
Adaptivnaya sistema neyro-nechetkogo vyvoda (ANFIS) yavlyaetsya odnim iz vidov GIS, soedinyayushchaya v sebe neyronnuyu set' i sistemu nechetkogo vyvoda. Na praktike eti dve sistemy vzaimno dopolnyayut drug druga pri reshenii slozhnykh zadach, poetomu tselesoobrazno ikh ob"edinenie. Adaptivnaya sistema neyro-nechetkogo vyvoda predstavlyaet soboy mnogosloynuyu neyronnuyu set', poetomu ona vsegda trebuet znachitel'nykh vremennykh zatrat dlya provedeniya ob"yemnykh vychisleniy, V dannoy rabote rassmatrivayutsya printsipy organizatsii sistemy nechetkogo vyvoda, iskusstvennykh neyronnykh setey i ikh kombinatsii - adaptivnoy sistemy neyro-nechetkogo vyvoda. Kazhdaya sistema primenyaetsya dlya resheniya zadachi klassifikatsii vtulok. Issleduetsya vliyanie kolichestva obuchayushchikh primerov na protsess obucheniya ANFIS. Predlagayutsya algoritmy raspredelennogo i parallel'nogo obucheniya adaptivnoy sistemy neyro-nechetkogo vyvoda v sisteme MATLAB.
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