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Volumn , Issue , 2010, Pages

Opposition-based differential evolution for beta basis function neural network

Author keywords

[No Author keywords available]

Indexed keywords

BASIS FUNCTIONS; CONVERGENCE RATES; DIFFERENTIAL EVOLUTION; EVOLUTIONARY PROCESS; GENERALIZATION PERFORMANCE; GLOBAL OPTIMIZATION METHOD; GRADIENT INFORMATIONS; LEARNING PROCESS; LOCAL OPTIMA; OPTIMIZATION PROBLEMS; PERFORMANCE COMPARISON; TARGET SOLUTION; TIME SERIES PREDICTION;

EID: 79959420520     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2010.5585970     Document Type: Conference Paper
Times cited : (13)

References (36)
  • 1
    • 0009806356 scopus 로고    scopus 로고
    • The Beta System: Toward a Change in Our Use of Neuro-Fuzzy Systems
    • Invited Paper, June
    • A.M. Alimi, "The Beta System: Toward a Change in Our Use of Neuro-Fuzzy Systems," International Journal of Management, Invited Paper, June, pp. 15-19, 2000.
    • (2000) International Journal of Management , pp. 15-19
    • Alimi, A.M.1
  • 4
    • 0005938550 scopus 로고    scopus 로고
    • A Genetic Designed Beta Basis Function Neural Network for Approximating Multi-Variables Functions
    • V. Kurkova et al. (eds.) Springer-Verlag, Wien
    • C. Aouiti, A.M. Alimi, and A. Maalej, "A Genetic Designed Beta Basis Function Neural Network for Approximating Multi-Variables Functions," in V. Kurkova et al. (eds.) Artificial Neural Nets and Genetic Algorithmes, Springer-Verlag, Wien, pp. 383-386 ,2001.
    • (2001) Artificial Neural Nets and Genetic Algorithmes , pp. 383-386
    • Aouiti, C.1    Alimi, A.M.2    Maalej, A.3
  • 7
    • 20444479798 scopus 로고    scopus 로고
    • The design of beta basis function neural network and beta fuzzy systems by a hierarchical
    • C. Aouti, A.M. Alimi, F. Karray, A .Maalej," The design of beta basis function neural network and beta fuzzy systems by a hierarchical. Fuzzy Sets Syst. 154:251-274, 2005.
    • (2005) Fuzzy Sets Syst. , vol.154 , pp. 251-274
    • Aouti, C.1    Alimi, A.M.2    Karray, F.3    Maalej, A.4
  • 12
    • 37849186543 scopus 로고    scopus 로고
    • Parameter Incremental Learning Algorithm for Neural network
    • S. Wang and L.E. Banta, "Parameter Incremental Learning Algorithm for Neural network," IEEE Trans .Neural network, vol.17, pp.1424-1438, 2006.
    • (2006) IEEE Trans.Neural Network , vol.17 , pp. 1424-1438
    • Wang, S.1    Banta, L.E.2
  • 13
    • 0017714604 scopus 로고
    • Oscillation and chaos in physiological control systems
    • M.C. Mackey, L. Glass, "Oscillation and chaos in physiological control systems", Science, vol.197, pp. 287-289, 1977.
    • (1977) Science , vol.197 , pp. 287-289
    • Mackey, M.C.1    Glass, L.2
  • 14
  • 15
    • 0030283350 scopus 로고    scopus 로고
    • Radial basis function based adaptive fuzzy systems and their applications to system identification and prediction
    • K.B. Cho, B.H. Wang, Radial basis function based adaptive fuzzy systems and their applications to system identification and prediction, "Fuzzy Sets Syst. Vol. 83 ,1996, pp. 325-339.
    • (1996) Fuzzy Sets Syst. , vol.83 , pp. 325-339
    • Cho, K.B.1    Wang, B.H.2
  • 16
    • 13844256702 scopus 로고    scopus 로고
    • A generalized growing and pruning RBF (GGAP-RBF) neural network for function approximation
    • H. Guang-Bin, P. Saratchandran, N. Sundararajan,"A generalized growing and pruning RBF (GGAP-RBF) neural network for function approximation". Trans. on Neural Networks, vol.16, no.1, pp. 57- 67, 2005.
    • (2005) Trans. on Neural Networks , vol.16 , Issue.1 , pp. 57-67
    • Guang-Bin, H.1    Saratchandran, P.2    Sundararajan, N.3
  • 17
    • 33748424239 scopus 로고    scopus 로고
    • The effect of different basis functions on a radial basis function network for time series prediction: A comparative study
    • C. Harpham, C.W. Dawson, "The effect of different basis functions on a radial basis function network for time series prediction: a comparative study," Neurocomputing vol.16, pp.2161-2170, 2005.
    • (2005) Neurocomputing , vol.16 , pp. 2161-2170
    • Harpham, C.1    Dawson, C.W.2
  • 18
    • 29444444293 scopus 로고    scopus 로고
    • Time-series prediction using a local linear wavelet neural network
    • Y. Chen, B. Yang, J. Dong, "Time-series prediction using a local linear wavelet neural network", Neurocomputing, vol. 69, pp. 449-465, 2006.
    • (2006) Neurocomputing , vol.69 , pp. 449-465
    • Chen, Y.1    Yang, B.2    Dong, J.3
  • 19
    • 40649090413 scopus 로고    scopus 로고
    • Time series prediction using evolving radial basis function networks with new encoding scheme
    • H. Dua, N. Zhanga, "Time series prediction using evolving radial basis function networks with new encoding scheme," Neurocomputing ,vol.71 , pp.1388-1400,2002.
    • (2002) Neurocomputing , vol.71 , pp. 1388-1400
    • Dua, H.1    Zhanga, N.2
  • 20
    • 34249333500 scopus 로고    scopus 로고
    • Time series prediction with single multiplicative neuron model
    • R.N. Yadav , P.K. Kalra, J. John, "Time series prediction with single multiplicative neuron model". Applied Soft Computing, vol. 7, pp.1157-1163, 2002.
    • (2002) Applied Soft Computing , vol.7 , pp. 1157-1163
    • Yadav, R.N.1    Kalra, P.K.2    John, J.3
  • 21
    • 79959455268 scopus 로고    scopus 로고
    • ARFNNs with SVR for prediction of chaotic time series with outliers
    • Accepted for publication
    • Y.Yi Fu, C. Wu, J.g Jeng and C. Ko , "ARFNNs with SVR for prediction of chaotic time series with outliers," Expert Systems with Applications, 2009. (Accepted for publication),
    • (2009) Expert Systems with Applications
    • Yi Fu, Y.1    Wu, C.2    Jeng, J.G.3    Ko, C.4
  • 22
    • 33847321021 scopus 로고    scopus 로고
    • Fuzzy prediction of chaotic time series based on singular value decomposition
    • H. Gu and H. Wang, "Fuzzy prediction of chaotic time series based on singular value decomposition," Applied Mathematics and Computation, vol.185, pp. 1171-1185, 2007.
    • (2007) Applied Mathematics and Computation , vol.185 , pp. 1171-1185
    • Gu, H.1    Wang, H.2
  • 23
    • 0142000477 scopus 로고
    • Differential evolution - A simple and efficient adaptive scheme for global optimization over continuous space
    • R. storn, "Differential evolution -a simple and efficient adaptive scheme for global optimization over continuous space," J. global optim. vol.4, pp.341-359, 1995.
    • (1995) J. Global Optim. , vol.4 , pp. 341-359
    • Storn, R.1
  • 25
  • 29
    • 0036771105 scopus 로고    scopus 로고
    • Fuzzy control of robot manipulators: Some issues on design and rule base size reduction
    • Sep.
    • H. Bezine, N. Derbel, A.M. Alimi, "Fuzzy control of robot manipulators: Some issues on design and rule base size reduction," Eng. Applications of Artificial Intelligence, vol. 15, no.5, pp. 401-416, Sep. 2002.
    • (2002) Eng. Applications of Artificial Intelligence , vol.15 , Issue.5 , pp. 401-416
    • Bezine, H.1    Derbel, N.2    Alimi, A.M.3
  • 31
    • 28044443868 scopus 로고    scopus 로고
    • Approximation properties of piece-wise parabolic functions fuzzy logic systems
    • R. Hassine, F. Karray, A.M. Alimi, M. Selmi, "Approximation properties of piece-wise parabolic functions fuzzy logic systems, "Fuzzy Sets and Systems, vol.157, no.4, pp. 501-515, 2006.
    • (2006) Fuzzy Sets and Systems , vol.157 , Issue.4 , pp. 501-515
    • Hassine, R.1    Karray, F.2    Alimi, A.M.3    Selmi, M.4
  • 34
    • 0036768042 scopus 로고    scopus 로고
    • Evolutionary computation for the recognition of on-line cursive handwriting
    • Sep.
    • A.M. Alimi, "Evolutionary computation for the recognition of on-line cursive handwriting, "IETE Journal of Research, vol.48, no.5, pp. 385-396, SPEC., Sep. 2002.
    • (2002) IETE Journal of Research , vol.48 , Issue.5 SPEC , pp. 385-396
    • Alimi, A.M.1
  • 35
    • 0029424187 scopus 로고
    • New hierarchical control algorithm for large scale time-delay systems
    • A.M. Alimi, N. Derbel, " New hierarchical control algorithm for large scale time-delay systems, " Control and computers, vol. 23, no.2, pp. 48-52, 1995
    • (1995) Control and Computers , vol.23 , Issue.2 , pp. 48-52
    • Alimi, A.M.1    Derbel, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.