Dr. Javad Ghasemian
Assistant Professor
A modification on ridge estimation for fuzzy nonparametric Regression
Iranian Journal of Fuzzy Systems - Vol.9, 2, 75-88 - June, 2012 - .
Publication year: 2012
| Abstract | |
| 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. |