메뉴 건너뛰기




Volumn 25, Issue 4, 2010, Pages

RBF network learning algorithm using robust least-squares

Author keywords

Function approximation; RBF neural network learning; Robust least square

Indexed keywords

EXPERIMENTAL ANALYSIS; FUNCTION APPROXIMATION; HIGH ROBUSTNESS; LEAST SQUARE; LEAST SQUARE ALGORITHMS; LEAST SQUARE PRINCIPLE; LEAST SQUARES; PERTURBATION BOUNDS; RADIUS BASIS FUNCTION; RBF NETWORK; RBF NEURAL NETWORK LEARNING; ROBUST LEARNING; TRAINING DATASET;

EID: 77952779007     PISSN: 10010920     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (3)

References (12)
  • 1
    • 28444479310 scopus 로고    scopus 로고
    • An original RBF network learning algorithm
    • Sun J, Shen R M, Han P. An original RBF network learning algorithm[J]. Chinese J of Computer, 2003, 26(11): 1562-1567.)
    • (2003) Chinese J of Computer , vol.26 , Issue.11 , pp. 1562-1567
    • Sun, J.1    Shen, R.M.2    Han, P.3
  • 2
    • 33751560009 scopus 로고
    • Regularization in the selection of radial basis function centers
    • Orr M J L. Regularization in the selection of radial basis function centers[J]. Neural Computation, 1995, 7(3): 606-623.
    • (1995) Neural Computation , vol.7 , Issue.3 , pp. 606-623
    • Orr, M.J.L.1
  • 3
    • 0033280252 scopus 로고    scopus 로고
    • Robust radial basis function neural networks
    • Lee Chien-Cheng, Chung Pau-CHoo, Rsai Jea-Rong, et al. Robust radial basis function neural networks[J]. IEEE Trans on SMC, Part B, 1999, 29(6): 674-685.
    • (1999) IEEE Trans on SMC, Part B , vol.29 , Issue.6 , pp. 674-685
    • Lee, C.-C.1    Chung, P.-C.2    Rsai, J.-R.3
  • 4
    • 0035351928 scopus 로고    scopus 로고
    • A maximum-entropy learning algorithm of radial basis function(RBF) neural networks
    • Zhang Z H, Zheng N N, Zheng H B. A maximum-entropy learning algorithm of radial basis function(RBF) neural networks[J]. Chinese J of Computer, 2001, 24(5): 474-479.
    • (2001) Chinese J of Computer , vol.24 , Issue.5 , pp. 474-479
    • Zhang, Z.H.1    Zheng, N.N.2    Zheng, H.B.3
  • 6
    • 40949101789 scopus 로고    scopus 로고
    • A fault-tolerant regularizer for RBF Networks
    • Leung Chi-Sing, John Pui-Fai Sum. A fault-tolerant regularizer for RBF Networks[J]. IEEE Trans on Neural Networks, 2008, 19(3): 493-507.
    • (2008) IEEE Trans on Neural Networks , vol.19 , Issue.3 , pp. 493-507
    • Leung, C.-S.1    John, P.-F.S.2
  • 7
    • 0031536271 scopus 로고    scopus 로고
    • Robust solutions to least-squares problems with uncertain data
    • Laurent El Ghaout, Herve Lebret. Robust solutions to least-squares problems with uncertain data[J]. SIAM J on Matrix Analysis and Applications, 1997, 18(4): 1035-1064.
    • (1997) SIAM J on Matrix Analysis and Applications , vol.18 , Issue.4 , pp. 1035-1064
    • El Ghaout, L.1    Herve, L.2
  • 8
    • 3543083288 scopus 로고    scopus 로고
    • Robust solution to fuzzy identification problem with uncertain data by regularization
    • Mohit Kumar, Regina Stoll, Norbert Stoll. Robust solution to fuzzy identification problem with uncertain data by regularization[J]. Fuzzy Optimization and Decision Making, 2004, 3(1): 63-82.
    • (2004) Fuzzy Optimization and Decision Making , vol.3 , Issue.1 , pp. 63-82
    • Mohit, K.1    Regina, S.2    Norbert, S.3
  • 9
    • 0036814796 scopus 로고    scopus 로고
    • Dynamic method for designing RBF neural network
    • Wei H K, Ding W M. Dynamic method for designing RBF neural network[J]. Control Theory and Applications, 2002, 19(5): 673-680.)
    • (2002) Control Theory and Applications , vol.19 , Issue.5 , pp. 673-680
    • Wei, H.K.1    Ding, W.M.2
  • 10
    • 63549087672 scopus 로고    scopus 로고
    • Simulation study on the parameters optimization of radial basis function neural network based on QPSO algorithm
    • Chen W, Feng B, Sun J. Simulation study on the parameters optimization of radial basis function neural network based on QPSO algorithm[J]. Computer Applications, 2006, 26(8): 1928-1931.)
    • (2006) Computer Applications , vol.26 , Issue.8 , pp. 1928-1931
    • Chen, W.1    Feng, B.2    Sun, J.3
  • 11
    • 60549113059 scopus 로고    scopus 로고
    • From minimum enclosing ball to fast fuzzy inference system training on large datasets
    • Chung Fu-Lai, Deng Zhaohong, Wang Shitong. From minimum enclosing ball to fast fuzzy inference system training on large datasets[J]. IEEE Trans on Fuzzy System, 2009, 17(1): 173-184.
    • (2009) IEEE Trans on Fuzzy System , vol.17 , Issue.1 , pp. 173-184
    • Chung, F.-L.1    Deng, Z.2    Wang, S.3
  • 12
    • 33947110575 scopus 로고    scopus 로고
    • CATSMLP: Toward a robust and interpretable multilayer perceptron with sigmoid activation functions
    • Chung Fu-Lai, Wang Shitong, Deng Zhaohong, et al. CATSMLP: Toward a robust and interpretable multilayer perceptron with sigmoid activation functions[J]. IEEE Trans on SMC, Part B, 2006, 36(6): 1319-1331.
    • (2006) IEEE Trans on SMC, Part B , vol.36 , Issue.6 , pp. 1319-1331
    • Chung, F.-L.1    Wang, S.2    Deng, Z.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.