제어로봇시스템학회:학술대회논문집
- 2001.10a
- /
- Pages.102.4-102
- /
- 2001
Feature selection using genetic algorithm for constructing time-series modelling
- Oh, Sang-Keon (KAIST) ;
- Hong, Sun-Gi (KAIST) ;
- Kim, Chang-Hyun (KAIST) ;
-
Lee, Ju-Jang
(KAIST)
- Published : 2001.10.01
Abstract
An evolutionary structure optimization method for the Gaussian radial basis function (RBF) network is presented, for modelling and predicting nonlinear time series. Generalization performance is significantly improved with a much smaller network, compared with that of the usual clustering and least square learning method.
Keywords