제어로봇시스템학회:학술대회논문집
- 제어로봇시스템학회 2001년도 ICCAS
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- Pages.102.4-102
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- 2001
Feature selection using genetic algorithm for constructing time-series modelling
- Oh, Sang-Keon (KAIST) ;
- Hong, Sun-Gi (KAIST) ;
- Kim, Chang-Hyun (KAIST) ;
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Lee, Ju-Jang
(KAIST)
- 발행 : 2001.10.01
초록
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.
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