Combining genetic optimisation with hybrid learning algorithm for radial basis function neural networks

Electronics Letters

Volumn 39, Issue 22, 2003, Pages 1600-1601

  Guo, Lin ^a   Huang, De Shuang ^a   Zhao, Wenbo ^a  

^a INSTITUTE OF INTELLIGENT MACHINES   (China)

Author keywords

[No Author keywords available]

Indexed keywords

GENETIC ALGORITHMS; OPTIMIZATION; RADIAL BASIS FUNCTION NETWORKS; SIGNAL ENCODING; VECTORS;

HYBRID LEARNING ALGORITHM (HLA);

NEURAL NETWORKS;

EID: 0242637124     PISSN: 00135194     EISSN: None     Source Type: Journal    
DOI: 10.1049/el:20031021     Document Type: Article

References (6)

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2. UYKAN, Z., and GUZELIS, C: 'Input-output clustering for determining the centers of radial basis function networks'. Proc. ECCTD -97, Budapest, Hungary, 1997, 2, pp. 435-439
3. GOMM, J.B., and YU, D.L.: 'Selecting radial basis function network centers with recursive orthogonal least squares Training', IEEE Tran. Neural Netw., 2000, 11, (3), pp. 306-314
4. ZHAO, W., and HUANG, D.S.: 'The structure optimization of radial basis probabilistic neural networks based on genetic algorithms'. Proc. JJCNN'02, Honolulu, HI, USA, May 2002, pp. 1086-1091
5. ER, M.J., et al.: 'Face recognition with radial basis function (RBF) neural networks', IEEE Trans. Neural Netw., 2002, 13, (3), pp. 697-710
6. HONG, S.G., et al.: 'Nonlinear time series modelling and prediction using Gaussian RBF network with evolutionary structure optimisation', Electron. Lett., 2001, 37, (10), pp. 639-640