Sg. Hong et al., Nonlinear time series modelling and prediction using Gaussian RBF network with evolutionary structure optimisation, ELECTR LETT, 37(10), 2001, pp. 639-640
An evolutionary structure optimisation method for the Gaussian radial basis
function network is presented for modelling and predicting nonlinear time
series. The generalisation performance is significantly improved with a muc
h smaller network, compared with that of the previous clustering and least
square learning method.