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Iranian Journal of Fuzzy Systems، جلد ۹، شماره ۲، صفحات ۷۵-۸۸
عنوان فارسی A MODIFICATION ON RIDGE ESTIMATION FOR FUZZY NONPARAMETRIC REGRESSION
چکیده فارسی مقاله This paper deals with ridge estimation of fuzzy nonparametric
regression models using triangular fuzzy numbers. This estimation method
is obtained by implementing ridge regression learning algorithm in the La-
grangian dual space. The distance measure for fuzzy numbers that suggested
by Diamond is used and the local linear smoothing technique with the cross-
validation procedure for selecting the optimal value of the smoothing param-
eter is fuzzi ed to t the presented model. Some simulation experiments are
then presented which indicate the performance of the proposed method.
کلیدواژه‌های فارسی مقاله Fuzzy regression، Ridge estimation، Fuzzy nonparametric regression، Local linear smoothing،
عنوان انگلیسی A MODIFICATION ON RIDGE ESTIMATION FOR FUZZY NONPARAMETRIC REGRESSION
چکیده انگلیسی مقاله This paper deals with ridge estimation of fuzzy nonparametric
regression models using triangular fuzzy numbers. This estimation method
is obtained by implementing ridge regression learning algorithm in the La-
grangian dual space. The distance measure for fuzzy numbers that suggested
by Diamond is used and the local linear smoothing technique with the cross-
validation procedure for selecting the optimal value of the smoothing param-
eter is fuzzi ed to t the presented model. Some simulation experiments are
then presented which indicate the performance of the proposed method.
کلیدواژه‌های انگلیسی مقاله Fuzzy regression, Ridge estimation, Fuzzy nonparametric regression, Local linear smoothing
نویسندگان مقاله Rahman Farnoosh |
School of Mathematics, Iran University of Science and Tech- nology, Narmak, Tehran-16846, Iran

Javad Ghasemian |
School of Mathematics, Iran University of Science and Technol- ogy, Narmak, Tehran-16846, Iran

Omid Solaymani Fard |
School of Mathematics and Computer Science, Damghan Uni- versity, Damghan, Iran

نشانی اینترنتی http://ijfs.usb.ac.ir/article_208_2e0cee241fca30013729165d21197b5d.pdf
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